2_make_csv_done.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyPNkxMMy1kyWFZywPH8tXm1",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/SonjaWangJQ/Keyboard-ML/blob/main/2_make_csv_done.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "make csv for dataset"
      ],
      "metadata": {
        "id": "8cNcN-sh67oY"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "FXd7xHk_qc-5",
        "outputId": "85abedea-9743-4bc5-b29d-89ab44b96ee0"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os, glob\n",
        "import csv"
      ],
      "metadata": {
        "id": "8XVJmUuEsVuy"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def class_name(read_folder):\n",
        "    class_to_num = {}\n",
        "    wav_dir = []\n",
        "    class_name_list = os.listdir(read_folder)\n",
        "    # print(class_name_list )\n",
        "    for class_name in class_name_list:\n",
        "        class_to_num[class_name] = len(class_to_num)\n",
        "    for class_name in class_name_list:\n",
        "        wav_dir += glob.glob(os.path.join(read_folder, class_name, \"*.wav\"))\n",
        "    return wav_dir, class_to_num"
      ],
      "metadata": {
        "id": "emFrRDjdWF1d"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def write(file_path, wav_dir, class_to_num, mode, newline=''):\n",
        "    with open(file_path, mode, newline=newline) as f:\n",
        "        writer = csv.writer(f)\n",
        "        # writer.writerow([\"wav_file\", \"label\"])\n",
        "        for wav in wav_dir:\n",
        "            class_name = wav.split(os.sep)[-2]\n",
        "            label = class_to_num[class_name]\n",
        "            writer.writerow([wav, label])\n",
        "            print(\"finish!\")\n"
      ],
      "metadata": {
        "id": "LwCutg-aWedK"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "read_folder = \"/content/drive/MyDrive/collect_machinekeyboard/viglen_keyboard/41k/piece\""
      ],
      "metadata": {
        "id": "-xlG0QsMzHOm"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "wcsv = \"/content/drive/MyDrive/collect_machinekeyboard/viglen_keyboard/41k/v_keyboard.csv\""
      ],
      "metadata": {
        "id": "tDV6BRYQy6VE"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "wav_dir,class_to_num = class_name(read_folder)\n",
        "print(class_to_num)\n",
        "print(wav_dir )"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ql1e6gEpWJiN",
        "outputId": "716e96ab-f55b-485b-ffbb-3ad3f407464a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "{'a': 0, 'b': 1, 'c': 2, 'd': 3, 'e': 4, 'f': 5, 'g': 6, 'h': 7, 'i': 8, 'j': 9, 'k': 10, 'l': 11, 'm': 12, 'n': 13, 'o': 14, 'p': 15, 'q': 16, 'r': 17, 's': 18, 't': 19, 'u': 20, 'v': 21, 'w': 22, 'x': 23, 'y': 24, 'z': 25, '0': 26, '1': 27, '2': 28, '3': 29, '4': 30, '5': 31, '6': 32, '7': 33, '8': 34, '9': 35}\n",
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          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "file_path = wcsv\n",
        "mode = 'w'\n",
        "write(file_path,wav_dir,class_to_num,mode,newline = '')"
      ],
      "metadata": {
        "id": "2sVMeaKYWiMT",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "1a83ce46-2e2c-40a9-ece6-48a0b6cb1d4d"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# append\n",
        "# file_path = wcsv\n",
        "# mode = 'a'\n",
        "# write(file_path,wav_dir,class_to_num,mode,newline = '')"
      ],
      "metadata": {
        "id": "YqVoo_PpzNfC"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}