Upload /kaggle/working//__notebook__.ipynb with huggingface_hub

kaggle/working/__notebook__.ipynb

@@ -2,13 +2,13 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "ade69838",
+   "id": "d111f658",
    "metadata": {
     "papermill": {
-     "duration": 0.012174,
-     "end_time": "2025-04-28T15:42:15.220051",
+     "duration": 0.01265,
+     "end_time": "2025-04-29T07:59:39.546012",
      "exception": false,
-     "start_time": "2025-04-28T15:42:15.207877",
+     "start_time": "2025-04-29T07:59:39.533362",
      "status": "completed"
     },
     "tags": []
@@ -36,19 +36,19 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "4c77afbf",
+   "id": "13419dd9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:15.244207Z",
-     "iopub.status.busy": "2025-04-28T15:42:15.243969Z",
-     "iopub.status.idle": "2025-04-28T15:42:15.251458Z",
-     "shell.execute_reply": "2025-04-28T15:42:15.250708Z"
+     "iopub.execute_input": "2025-04-29T07:59:39.570963Z",
+     "iopub.status.busy": "2025-04-29T07:59:39.570672Z",
+     "iopub.status.idle": "2025-04-29T07:59:39.578644Z",
+     "shell.execute_reply": "2025-04-29T07:59:39.577998Z"
     },
     "papermill": {
-     "duration": 0.02119,
-     "end_time": "2025-04-28T15:42:15.252943",
+     "duration": 0.02216,
+     "end_time": "2025-04-29T07:59:39.580100",
      "exception": false,
-     "start_time": "2025-04-28T15:42:15.231753",
+     "start_time": "2025-04-29T07:59:39.557940",
      "status": "completed"
     },
     "tags": []
@@ -62,19 +62,19 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "bf2ef8c0",
+   "id": "dc4abc05",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:15.277238Z",
-     "iopub.status.busy": "2025-04-28T15:42:15.277016Z",
-     "iopub.status.idle": "2025-04-28T15:42:19.428177Z",
-     "shell.execute_reply": "2025-04-28T15:42:19.427280Z"
+     "iopub.execute_input": "2025-04-29T07:59:39.605403Z",
+     "iopub.status.busy": "2025-04-29T07:59:39.605168Z",
+     "iopub.status.idle": "2025-04-29T07:59:43.675794Z",
+     "shell.execute_reply": "2025-04-29T07:59:43.674874Z"
     },
     "papermill": {
-     "duration": 4.165551,
-     "end_time": "2025-04-28T15:42:19.430176",
+     "duration": 4.086366,
+     "end_time": "2025-04-29T07:59:43.678084",
      "exception": false,
-     "start_time": "2025-04-28T15:42:15.264625",
+     "start_time": "2025-04-29T07:59:39.591718",
      "status": "completed"
     },
     "tags": []
@@ -85,48 +85,58 @@
      "output_type": "stream",
      "text": [
       "配置文件已创建\n",
-      "正在启动frp ，端口17860\n",
-      "正在启动frp ，端口27860\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "cp: cannot stat '/kaggle/input/d/yiyiooo/net-tools/frpc': No such file or directory\n"
+      "正在启动frp ，端口17861\n",
+      "正在启动frp ，端口27861\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2025/04/28 15:42:15 [I] frpc version: 0.51.0-sakura-9.2 (built: 2024-10-14 19:50)\n",
-      "2025/04/28 15:42:15 [I] 检查更新中...\n",
-      "2025/04/28 15:42:15 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
-      "2025/04/28 15:42:15 [W] 更新检查失败: API is not initialized\n",
-      "2025/04/28 15:42:15 [I] 正在连接节点 [45.194.32.78, tcp]\n",
-      "2025/04/28 15:42:15 [I] frpc version: 0.51.0-sakura-9.2 (built: 2024-10-14 19:50)\n",
-      "2025/04/28 15:42:15 [I] 检查更新中...\n",
-      "2025/04/28 15:42:15 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
-      "2025/04/28 15:42:15 [W] 更新检查失败: API is not initialized\n",
-      "2025/04/28 15:42:15 [I] 正在连接节点 [45.194.32.78, tcp]\n"
+      "2025/04/29 07:59:39 [I] 检查更新中...\n",
+      "2025/04/29 07:59:39 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
+      "2025/04/29 07:59:39 [W] 更新检查失败: API is not initialized\n",
+      "2025/04/29 07:59:39 [I] frpc version: 0.51.0-sakura-5.3 (built: 2024-06-21 23:15)\n",
+      "2025/04/29 07:59:39 [I] 正在连接节点 [proxy.lovedraw.cn, tcp]\n",
+      "2025/04/29 07:59:40 [I] [f92381ea] 连接节点成功, 运行 ID [f92381ea]\n",
+      "2025/04/29 07:59:40 [I] [f92381ea] 隧道启动中: [sdwebuip_27861, tcp -> 127.0.0.1:7861]\n",
+      "TCP 隧道启动成功\n",
+      "使用 >>proxy.lovedraw.cn:27861<< 连接你的隧道\n",
+      "或使用 IP 地址连接: >>3.39.48.219:27861<<\n",
+      "2025/04/29 07:59:41 [I] [f92381ea] [sdwebuip_27861] 隧道启动成功\n",
+      "2025/04/29 07:59:39 [I] 检查更新中...\n",
+      "2025/04/29 07:59:39 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
+      "2025/04/29 07:59:39 [W] 更新检查失败: API is not initialized\n",
+      "2025/04/29 07:59:39 [I] frpc version: 0.51.0-sakura-5.3 (built: 2024-06-21 23:15)\n",
+      "2025/04/29 07:59:39 [I] 正在连接节点 [proxy.lovedraw.cn, tcp]\n",
+      "2025/04/29 07:59:40 [I] [29d695f0] 连接节��成功, 运行 ID [29d695f0]\n",
+      "2025/04/29 07:59:40 [I] [29d695f0] 隧道启动中: [sdwebuip_17861, tcp -> 127.0.0.1:7860]\n",
+      "TCP 隧道启动成功\n",
+      "使用 >>proxy.lovedraw.cn:17861<< 连接你的隧道\n",
+      "或使用 IP 地址连接: >>3.39.48.219:17861<<\n",
+      "2025/04/29 07:59:40 [I] [29d695f0] [sdwebuip_17861] 隧道启动成功\n"
      ]
     }
    ],
    "source": [
     "# 使用的库\n",
+    "## 提示（必看！！）：\n",
+    "## 1.使用前请先导入net tools工具，链接：https://www.kaggle.com/datasets/leaffallen/net-tools-new \n",
+    "## 2.如果有问题联系qq2575044704\n",
+    "## 3.密码严禁分享给他人，禁止放在公开的互联网上\n",
+    "## 4.使用此frp代码，请勿将notebook设置为public(共享)，否则密码会泄露\n",
     "import subprocess\n",
     "import os\n",
     "import threading\n",
     "\n",
     "use_frpc = True\n",
     "frp_token = \"BiliBili_Nyan9\"   # 这里填服务器密码（token）\n",
-    "port1 = \"17860\"   # 这里填第一个端口\n",
-    "port2 = \"27860\"   # 这里填第二个端口\n",
+    "port1 = \"17861\"   # 这里填第一个端口\n",
+    "port2 = \"27861\"   # 这里填第二个端口\n",
     "\n",
     "config1 = f\"\"\"\n",
     "[common]\n",
-    "server_addr = 45.194.32.78\n",
+    "server_addr = proxy.lovedraw.cn\n",
     "server_port = 7000\n",
     "token = {frp_token} \n",
     "heartbeat_interval = 30\n",
@@ -142,7 +152,7 @@
     "\n",
     "config2 = f\"\"\"\n",
     "[common]\n",
-    "server_addr = 45.194.32.78\n",
+    "server_addr = proxy.lovedraw.cn\n",
     "server_port = 7000\n",
     "token = {frp_token} \n",
     "heartbeat_interval = 30\n",
@@ -161,8 +171,8 @@
     "with open('./cyanfrp2.ini', 'w') as config_file:\n",
     "    config_file.write(config2)\n",
     "print(f\"配置文件已创建\")\n",
-    "subprocess.run(['cp', '/kaggle/input/d/yiyiooo/net-tools/frpc', '/kaggle/working'])\n",
-    "subprocess.run(['cp', '/kaggle/input/net-tools/frpc', '/kaggle/working'])\n",
+    "#subprocess.run(['cp', '/kaggle/input/d/yiyiooo/net-tools/frpc', '/kaggle/working'])\n",
+    "subprocess.run(['cp', '/kaggle/input/net-tools-new/frpc', '/kaggle/working'])\n",
     "subprocess.run(['chmod', '+x', '/kaggle/working/frpc'], check=True)\n",
     "def install_Frpc(file_path, port, use_frpc, log_file_path):\n",
     "    if use_frpc:\n",
@@ -183,19 +193,19 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "f7c477da",
+   "id": "8dfb6c3a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:19.457937Z",
-     "iopub.status.busy": "2025-04-28T15:42:19.457469Z",
-     "iopub.status.idle": "2025-04-28T15:42:23.485885Z",
-     "shell.execute_reply": "2025-04-28T15:42:23.484921Z"
+     "iopub.execute_input": "2025-04-29T07:59:43.710244Z",
+     "iopub.status.busy": "2025-04-29T07:59:43.710004Z",
+     "iopub.status.idle": "2025-04-29T07:59:47.738520Z",
+     "shell.execute_reply": "2025-04-29T07:59:47.737708Z"
     },
     "papermill": {
-     "duration": 4.042773,
-     "end_time": "2025-04-28T15:42:23.487645",
+     "duration": 4.043775,
+     "end_time": "2025-04-29T07:59:47.740404",
      "exception": false,
-     "start_time": "2025-04-28T15:42:19.444872",
+     "start_time": "2025-04-29T07:59:43.696629",
      "status": "completed"
     },
     "tags": []
@@ -207,7 +217,7 @@
      "text": [
       "配置文件已创建\n",
       "正在启动frp ，端口51419\n",
-      "正在启动frp ，端口5141\n"
+      "正在启动frp ，端口5140\n"
      ]
     },
     {
@@ -222,18 +232,18 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2025/04/28 15:42:19 [I] frpc version: 0.51.0-sakura-9.2 (built: 2024-10-14 19:50)\n",
-      "2025/04/28 15:42:19 [I] 检查更新中...\n",
-      "2025/04/28 15:42:19 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
-      "2025/04/28 15:42:19 [W] 更新检查失败: API is not initialized\n",
-      "2025/04/28 15:42:19 [I] 正在连接节点 [128.204.223.114, tcp]\n",
-      "2025/04/28 15:42:19 [W] 登录节点失败: dial tcp 128.204.223.114:31000: connect: connection refused, 请检查网络连接\n",
-      "2025/04/28 15:42:19 [I] frpc version: 0.51.0-sakura-9.2 (built: 2024-10-14 19:50)\n",
-      "2025/04/28 15:42:19 [I] 检查更新中...\n",
-      "2025/04/28 15:42:19 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
-      "2025/04/28 15:42:19 [W] 更新检查失败: API is not initialized\n",
-      "2025/04/28 15:42:19 [I] 正在连接节点 [128.204.223.114, tcp]\n",
-      "2025/04/28 15:42:19 [W] 登录节点失败: dial tcp 128.204.223.114:31000: connect: connection refused, 请检查网络连接\n"
+      "2025/04/29 07:59:43 [I] 检查更新中...\n",
+      "2025/04/29 07:59:43 [I] frpc version: 0.51.0-sakura-5.3 (built: 2024-06-21 23:15)\n",
+      "2025/04/29 07:59:43 [I] 正在连接节点 [128.204.223.114, tcp]\n",
+      "2025/04/29 07:59:43 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
+      "2025/04/29 07:59:43 [W] 更新检查失败: API is not initialized\n",
+      "2025/04/29 07:59:43 [W] 登录节点失败: dial tcp 128.204.223.114:31000: connect: connection refused, 请检查网络连接\n",
+      "2025/04/29 07:59:43 [I] 检查更新中...\n",
+      "2025/04/29 07:59:43 [I] 出现错误, 请打开 https://doc.natfrp.com 查看帮助文档\n",
+      "2025/04/29 07:59:43 [W] 更新检查失败: API is not initialized\n",
+      "2025/04/29 07:59:43 [I] frpc version: 0.51.0-sakura-5.3 (built: 2024-06-21 23:15)\n",
+      "2025/04/29 07:59:43 [I] 正在连接节点 [128.204.223.114, tcp]\n",
+      "2025/04/29 07:59:43 [W] 登录节点失败: dial tcp 128.204.223.114:31000: connect: connection refused, 请检查网络连接\n"
      ]
     }
    ],
@@ -246,7 +256,7 @@
     "use_frpc = True\n",
     "frp_token = \"Qq2575044704\"   # 这里填服务器密码（token）\n",
     "port1 = \"51419\"   # 这里填第一个端口\n",
-    "port2 = \"5141\"   # 这里填第二个端口\n",
+    "port2 = \"5140\"   # 这里填第二个端口\n",
     "\n",
     "config1 = f\"\"\"\n",
     "[common]\n",
@@ -306,24 +316,58 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "38b0fbf3",
+   "id": "fccd8de9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:23.514270Z",
-     "iopub.status.busy": "2025-04-28T15:42:23.514006Z",
-     "iopub.status.idle": "2025-04-28T15:42:26.544797Z",
-     "shell.execute_reply": "2025-04-28T15:42:26.543837Z"
+     "iopub.execute_input": "2025-04-29T07:59:47.767418Z",
+     "iopub.status.busy": "2025-04-29T07:59:47.767158Z",
+     "iopub.status.idle": "2025-04-29T07:59:53.019828Z",
+     "shell.execute_reply": "2025-04-29T07:59:53.018618Z"
     },
     "papermill": {
-     "duration": 3.04627,
-     "end_time": "2025-04-28T15:42:26.546740",
+     "duration": 5.267755,
+     "end_time": "2025-04-29T07:59:53.021933",
      "exception": false,
-     "start_time": "2025-04-28T15:42:23.500470",
+     "start_time": "2025-04-29T07:59:47.754178",
      "status": "completed"
     },
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--2025-04-29 07:59:48--  https://huggingface.co/datasets/nyan102/ssh/resolve/main/lanyun-motd\r\n",
+      "Resolving huggingface.co (huggingface.co)... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "18.160.143.32, 18.160.143.75, 18.160.143.76, ...\r\n",
+      "Connecting to huggingface.co (huggingface.co)|18.160.143.32|:443... connected.\r\n",
+      "HTTP request sent, awaiting response... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "200 OK\r\n",
+      "Length: 4247 (4.1K) [text/plain]\r\n",
+      "Saving to: '/etc/lanyun-motd'\r\n",
+      "\r\n",
+      "\r",
+      "lanyun-motd           0%[                    ]       0  --.-KB/s               \r",
+      "lanyun-motd         100%[===================>]   4.15K  --.-KB/s    in 0s      \r\n",
+      "\r\n",
+      "2025-04-29 07:59:48 (465 MB/s) - '/etc/lanyun-motd' saved [4247/4247]\r\n",
+      "\r\n"
+     ]
+    }
+   ],
    "source": [
     "\n",
     "def read_hftoken_file():\n",
@@ -332,27 +376,29 @@
     "        hftoken = file.read()\n",
     "\n",
     "read_hftoken_file()\n",
+    "!sudo wget -P /etc \"https://huggingface.co/datasets/nyan102/ssh/resolve/main/lanyun-motd\"\n",
     "!echo \"echo '欢迎使用Kaggle免费显卡服务器，人人都可以有免费显卡。本人作者首页：https://www.kaggle.com/qq2575044704' \" >> ~/.bashrc\n",
     "!echo \"echo '你已成功连接，显卡运行状态↓↓↓↓↓↓↓↓' && /opt/bin/nvidia-smi && echo ↑↑↑↑↑↑↑↑ && echo -e '系统信息：' && neofetch\" >> ~/.bashrc\n",
-    "!echo \"echo 'Kaggle服务器SSH连接脚本by Nyan9。服务器完全免费，禁止在服务器进行挖矿，搭建VPN服务等违法法律行为。禁止滥用Kaggle平台的谷歌公益显卡资源，账号被封后果自负，请妥善保管好ssh密码，请勿泄露给他人。更新时间 2022年11月20日' \" >> ~/.bashrc"
+    "!echo \"echo 'Kaggle服务器SSH连接脚本by Nyan9。服务器完全免费，禁止在服务器进行挖矿，搭建VPN服务等违法法律行为。禁止滥用Kaggle平台的谷歌公益显卡资源，账号被封后果自负，请妥善保管好ssh密码，请勿泄露给他人。更新时间 2022年11月20日' \" >> ~/.bashrc\n",
+    "!echo \"source /etc/lanyun-motd\" >> ~/.bashrc"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "999cf3e3",
+   "id": "a205bbfa",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:26.573467Z",
-     "iopub.status.busy": "2025-04-28T15:42:26.572860Z",
-     "iopub.status.idle": "2025-04-28T15:42:27.114139Z",
-     "shell.execute_reply": "2025-04-28T15:42:27.113217Z"
+     "iopub.execute_input": "2025-04-29T07:59:53.048946Z",
+     "iopub.status.busy": "2025-04-29T07:59:53.048202Z",
+     "iopub.status.idle": "2025-04-29T07:59:53.554098Z",
+     "shell.execute_reply": "2025-04-29T07:59:53.553193Z"
     },
     "papermill": {
-     "duration": 0.55743,
-     "end_time": "2025-04-28T15:42:27.117017",
+     "duration": 0.521523,
+     "end_time": "2025-04-29T07:59:53.556243",
      "exception": false,
-     "start_time": "2025-04-28T15:42:26.559587",
+     "start_time": "2025-04-29T07:59:53.034720",
      "status": "completed"
     },
     "tags": []
@@ -408,19 +454,19 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "e8e6290d",
+   "id": "838ee5e0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:27.146839Z",
-     "iopub.status.busy": "2025-04-28T15:42:27.146390Z",
-     "iopub.status.idle": "2025-04-28T15:42:27.359591Z",
-     "shell.execute_reply": "2025-04-28T15:42:27.358884Z"
+     "iopub.execute_input": "2025-04-29T07:59:53.582859Z",
+     "iopub.status.busy": "2025-04-29T07:59:53.582418Z",
+     "iopub.status.idle": "2025-04-29T07:59:53.788819Z",
+     "shell.execute_reply": "2025-04-29T07:59:53.787956Z"
     },
     "papermill": {
-     "duration": 0.228462,
-     "end_time": "2025-04-28T15:42:27.361321",
+     "duration": 0.221651,
+     "end_time": "2025-04-29T07:59:53.790692",
      "exception": false,
-     "start_time": "2025-04-28T15:42:27.132859",
+     "start_time": "2025-04-29T07:59:53.569041",
      "status": "completed"
     },
     "tags": []
@@ -526,7 +572,7 @@
     "    import os\n",
     "    !sudo apt update\n",
     "    # Install and start ssh-server\n",
-    "    !sudo apt install -y openssh-server\n",
+    "    !sudo apt install -y openssh-server neofetch\n",
     "    !sudo service ssh status\n",
     "    !sudo service ssh start\n",
     "    !sudo service ssh status\n",
@@ -568,19 +614,19 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "5e80a26f",
+   "id": "b9be079a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2025-04-28T15:42:27.387220Z",
-     "iopub.status.busy": "2025-04-28T15:42:27.386994Z",
-     "iopub.status.idle": "2025-04-28T15:42:51.000829Z",
-     "shell.execute_reply": "2025-04-28T15:42:50.999748Z"
+     "iopub.execute_input": "2025-04-29T07:59:53.817526Z",
+     "iopub.status.busy": "2025-04-29T07:59:53.817005Z",
+     "iopub.status.idle": "2025-04-29T08:00:22.397310Z",
+     "shell.execute_reply": "2025-04-29T08:00:22.396159Z"
     },
     "papermill": {
-     "duration": 23.629094,
-     "end_time": "2025-04-28T15:42:51.003120",
+     "duration": 28.595361,
+     "end_time": "2025-04-29T08:00:22.399344",
      "exception": false,
-     "start_time": "2025-04-28T15:42:27.374026",
+     "start_time": "2025-04-29T07:59:53.803983",
      "status": "completed"
     },
     "tags": []
@@ -742,13 +788,7 @@
      "output_type": "stream",
      "text": [
       "Selecting previously unselected package libgoogle-perftools4.\r\n",
-      "Preparing to unpack libgoogle-perftools4_2.5-2.2ubuntu3_amd64.deb ...\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Preparing to unpack libgoogle-perftools4_2.5-2.2ubuntu3_amd64.deb ...\r\n",
       "Unpacking libgoogle-perftools4 (2.5-2.2ubuntu3) ...\r\n"
      ]
     },
@@ -756,13 +796,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Selecting previously unselected package libtcmalloc-minimal4.\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "Selecting previously unselected package libtcmalloc-minimal4.\r\n",
       "Preparing to unpack libtcmalloc-minimal4_2.5-2.2ubuntu3_amd64.deb ...\r\n",
       "Unpacking libtcmalloc-minimal4 (2.5-2.2ubuntu3) ...\r\n"
      ]
@@ -771,22 +805,22 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Setting up libtcmalloc-minimal4 (2.5-2.2ubuntu3) ...\r\n",
-      "Setting up libgoogle-perftools4 (2.5-2.2ubuntu3) ...\r\n"
+      "Setting up libtcmalloc-minimal4 (2.5-2.2ubuntu3) ...\r\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Setting up google-perftools (2.5-2.2ubuntu3) ...\r\n"
+      "Setting up libgoogle-perftools4 (2.5-2.2ubuntu3) ...\r\n",
+      "Setting up google-perftools (2.5-2.2ubuntu3) ...\r\n",
+      "Setting up libgoogle-perftools-dev (2.5-2.2ubuntu3) ...\r\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Setting up libgoogle-perftools-dev (2.5-2.2ubuntu3) ...\r\n",
       "Processing triggers for man-db (2.9.1-1) ...\r\n"
      ]
     },
@@ -841,7 +875,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a849506a",
+   "id": "87f3c85b",
    "metadata": {
     "execution": {
      "iopub.execute_input": "2024-05-13T11:43:26.036984Z",
@@ -851,7 +885,7 @@
      "duration": null,
      "end_time": null,
      "exception": false,
-     "start_time": "2025-04-28T15:42:51.017190",
+     "start_time": "2025-04-29T08:00:22.413544",
      "status": "running"
     },
     "tags": []
@@ -1028,7 +1062,7 @@
     }
    },
    "cell_type": "markdown",
-   "id": "37bf689e",
+   "id": "0fba398b",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1047,7 +1081,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9a2ec987",
+   "id": "0b39edf7",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1087,7 +1121,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4ebf578e",
+   "id": "c7b7df9c",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1157,7 +1191,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "20c371b1",
+   "id": "e5809724",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1174,7 +1208,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "21242f9a",
+   "id": "ebed5b0d",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1192,7 +1226,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "87ed2cb8",
+   "id": "856eb242",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1238,7 +1272,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "560857b9",
+   "id": "9f6a6d09",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1255,7 +1289,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "df3dab74",
+   "id": "4346d180",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1276,7 +1310,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2e20dc38",
+   "id": "6f965757",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1484,7 +1518,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d52c4554",
+   "id": "3c9532c5",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1501,7 +1535,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "451312a4",
+   "id": "50c0145a",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1521,7 +1555,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ac2deb64",
+   "id": "ebd3e989",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1584,7 +1618,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0475e756",
+   "id": "9cc3fc00",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1601,7 +1635,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7a806cbd",
+   "id": "7d3c042f",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1619,7 +1653,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a0010d1e",
+   "id": "b273db5b",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1638,7 +1672,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "244aaf2e",
+   "id": "e656ed24",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1690,7 +1724,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "67060b43",
+   "id": "4ac68f66",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1709,7 +1743,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d346321a",
+   "id": "af1bc24f",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1727,7 +1761,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5da8fbfb",
+   "id": "f765e020",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1762,7 +1796,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "05c5d35a",
+   "id": "a42574b5",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1816,7 +1850,7 @@
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   {
    "cell_type": "markdown",
-   "id": "c345a1e0",
+   "id": "6b6581c7",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1833,7 +1867,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "488e9d4a",
+   "id": "be5cd8b8",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1851,7 +1885,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "241b7dd1",
+   "id": "5f83a53a",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1941,7 +1975,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "23c5afb5",
+   "id": "14d71714",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -1959,7 +1993,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "492ffa48",
+   "id": "320e5ed5",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2134,7 +2168,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cfb08017",
+   "id": "af2b50f2",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2152,7 +2186,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e66ff177",
+   "id": "73eb59a4",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2330,7 +2364,7 @@
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   {
    "cell_type": "markdown",
-   "id": "eec6b60d",
+   "id": "0dcc1039",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2347,7 +2381,7 @@
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   {
    "cell_type": "markdown",
-   "id": "b4c1727c",
+   "id": "49fe924c",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2365,7 +2399,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "52f27300",
+   "id": "1d9d77b0",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2412,7 +2446,7 @@
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   {
    "cell_type": "markdown",
-   "id": "2772ef8d",
+   "id": "b31d898d",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2430,7 +2464,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d63d4037",
+   "id": "c2d490eb",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2518,7 +2552,7 @@
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   {
    "cell_type": "markdown",
-   "id": "cbc735a0",
+   "id": "b79d9ded",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2535,7 +2569,7 @@
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   {
    "cell_type": "markdown",
-   "id": "54bdcf5f",
+   "id": "a4ee1b82",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2553,7 +2587,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e29f02af",
+   "id": "3306ce79",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2662,7 +2696,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3c4f3e8d",
+   "id": "6d54aac9",
    "metadata": {
     "ExecutionIndicator": {
      "show": false
@@ -2726,7 +2760,7 @@
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   {
    "cell_type": "markdown",
-   "id": "b4eed13c",
+   "id": "fcaf2170",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2743,7 +2777,7 @@
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   {
    "cell_type": "markdown",
-   "id": "98e47d18",
+   "id": "57b5737f",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2761,7 +2795,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "aec57d21",
+   "id": "e9eb7697",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2852,7 +2886,7 @@
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   {
    "cell_type": "markdown",
-   "id": "96f97364",
+   "id": "f0ba5924",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2869,7 +2903,7 @@
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   {
    "cell_type": "markdown",
-   "id": "03622f54",
+   "id": "d3c67bc9",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2887,7 +2921,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "11504d7d",
+   "id": "072cda99",
    "metadata": {
     "_kg_hide-input": true,
     "_kg_hide-output": false,
@@ -2922,7 +2956,7 @@
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    },
    "cell_type": "markdown",
-   "id": "a2fd2dd1",
+   "id": "12fd4d38",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2944,7 +2978,7 @@
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    "cell_type": "code",
    "execution_count": null,
-   "id": "40c189b1",
+   "id": "5eab5e82",
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      "duration": null,
@@ -2964,7 +2998,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0564a889",
+   "id": "14686fc8",
    "metadata": {
     "papermill": {
      "duration": null,
@@ -2983,7 +3017,7 @@
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   {
    "cell_type": "markdown",
-   "id": "848fa092",
+   "id": "2705324f",
    "metadata": {
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@@ -3002,7 +3036,7 @@
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   {
    "cell_type": "markdown",
-   "id": "ebb5df4d",
+   "id": "a7d3360b",
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@@ -3080,7 +3114,7 @@
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    "execution_count": null,
-   "id": "4cd4cdee",
+   "id": "6095e958",
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@@ -3109,7 +3143,7 @@
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   {
    "cell_type": "markdown",
-   "id": "9857433b",
+   "id": "abf054a2",
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@@ -3126,7 +3160,7 @@
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-   "id": "5ac18e6a",
+   "id": "9ec201fa",
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@@ -3158,7 +3192,7 @@
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    "cell_type": "code",
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-   "id": "5c7a8a0a",
+   "id": "1a6480fa",
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@@ -3337,7 +3371,7 @@
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   {
    "cell_type": "markdown",
-   "id": "fa712cb1",
+   "id": "d34948ae",
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@@ -3354,7 +3388,7 @@
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+   "id": "87d0d6f4",
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@@ -3373,7 +3407,7 @@
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-   "id": "1f877f8f",
+   "id": "29177e25",
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@@ -3475,11 +3509,21 @@
      "sourceId": 8458134,
      "sourceType": "datasetVersion"
     },
+    {
+     "datasetId": 6099790,
+     "sourceId": 9924430,
+     "sourceType": "datasetVersion"
+    },
     {
      "datasetId": 2908961,
      "sourceId": 9924910,
      "sourceType": "datasetVersion"
     },
+    {
+     "datasetId": 6148636,
+     "sourceId": 9990707,
+     "sourceType": "datasetVersion"
+    },
     {
      "sourceId": 172059415,
      "sourceType": "kernelVersion"
@@ -3521,7 +3565,7 @@
    "input_path": "__notebook__.ipynb",
    "output_path": "__notebook__.ipynb",
    "parameters": {},
-   "start_time": "2025-04-28T15:42:12.752337",
+   "start_time": "2025-04-29T07:59:36.918683",
    "version": "2.5.0"
   }
  },