Download DEAM

2026-05-06 17:42:02 +00:00
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Загрузка датасета DEAM\n",
+    "\n",
+    "Этот ноутбук предназначен для автоматизации процесса скачивания и подготовки музыкального датасета **DEAM** (Database for Emotional Analysis in Music).\n",
+    "Данные будут помещены в папку `dataset/DEAM`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting kagglehub\n",
+      "  Downloading kagglehub-1.0.1-py3-none-any.whl.metadata (40 kB)\n",
+      "Collecting kagglesdk<1.0,>=0.1.22 (from kagglehub)\n",
+      "  Downloading kagglesdk-0.1.23-py3-none-any.whl.metadata (13 kB)\n",
+      "Requirement already satisfied: packaging in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from kagglehub) (25.0)\n",
+      "Requirement already satisfied: pyyaml in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from kagglehub) (6.0.3)\n",
+      "Requirement already satisfied: requests in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from kagglehub) (2.32.5)\n",
+      "Requirement already satisfied: tqdm in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from kagglehub) (4.67.1)\n",
+      "Requirement already satisfied: protobuf in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from kagglesdk<1.0,>=0.1.22->kagglehub) (6.33.4)\n",
+      "Requirement already satisfied: charset_normalizer<4,>=2 in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from requests->kagglehub) (3.4.4)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from requests->kagglehub) (3.11)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from requests->kagglehub) (2.6.3)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /home/zin/projects/Thesis/.venv/lib/python3.11/site-packages (from requests->kagglehub) (2026.1.4)\n",
+      "Downloading kagglehub-1.0.1-py3-none-any.whl (70 kB)\n",
+      "Downloading kagglesdk-0.1.23-py3-none-any.whl (217 kB)\n",
+      "Installing collected packages: kagglesdk, kagglehub\n",
+      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2/2\u001b[0m [kagglehub]\n",
+      "\u001b[1A\u001b[2KSuccessfully installed kagglehub-1.0.1 kagglesdk-0.1.23\n",
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m25.3\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m26.1.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install kagglehub"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Скачиваем датасет DEAM...\n",
+      "Downloading to /home/zin/.cache/kagglehub/datasets/imsparsh/deam-mediaeval-dataset-emotional-analysis-in-music/1.archive...\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 1.83G/1.83G [01:09<00:00, 28.2MB/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Extracting files...\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Датасет скачан во временную директорию: /home/zin/.cache/kagglehub/datasets/imsparsh/deam-mediaeval-dataset-emotional-analysis-in-music/versions/1\n",
+      "Переносим файлы в ../dataset/DEAM...\n",
+      "\n",
+      "[УСПЕХ] Датасет DEAM готов к работе!\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "import shutil\n",
+    "import kagglehub\n",
+    "from pathlib import Path\n",
+    "\n",
+    "# 1. Настройка путей\n",
+    "DATASET_ROOT = Path(\"../dataset\")\n",
+    "DEAM_ROOT = DATASET_ROOT / \"DEAM\"\n",
+    "DEAM_ROOT.mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "# 2. Загрузка через kagglehub\n",
+    "print(\"Скачиваем датасет DEAM...\")\n",
+    "kaggle_cache_path = kagglehub.dataset_download(\"imsparsh/deam-mediaeval-dataset-emotional-analysis-in-music\")\n",
+    "print(f\"Датасет скачан во временную директорию: {kaggle_cache_path}\")\n",
+    "\n",
+    "# 3. Перемещение файлов в проект\n",
+    "print(f\"Переносим файлы в {DEAM_ROOT}...\")\n",
+    "shutil.copytree(kaggle_cache_path, DEAM_ROOT, dirs_exist_ok=True)\n",
+    "\n",
+    "print(\"\\n[УСПЕХ] Датасет DEAM готов к работе!\")\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python (my-python-project)",
+   "language": "python",
+   "name": "my-python-project"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}