{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Workbook for Eye Tracking Data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Basics\n",
    "import numpy as np\n",
    "import os\n",
    "import math\n",
    "\n",
    "# Data processing\n",
    "import pandas as pd\n",
    "import awkward as ak\n",
    "\n",
    "# ML\n",
    "import sklearn\n",
    "\n",
    "# Misc\n",
    "from pathlib import Path\n",
    "import pyarrow as pa\n",
    "import urllib.request"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import users and their score"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Imports the user score information\n",
    "user_data = pd.read_csv(r\"C:\\Users\\rolan\\Documents\\OwnCloud\\10. Semester\\AI Lab\\eye tracking\\eye-tracking\\data\\scores_WtG_PrePost.csv\", delimiter=\",\", usecols=[\"User\", \"Pre score\", \"Post score\", \"Difference\", \"Group cat\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Defines my directory with the user data\n",
    "user_dir = r'C:\\Users\\rolan\\Documents\\OwnCloud\\10. Semester\\AI Lab\\eye tracking\\eye-tracking\\data\\with ET'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Filters and drops non-relevant users\n",
    "to_drop = []\n",
    "for i, cat in enumerate(user_data[\"Group cat\"]):\n",
    "    if math.isnan(cat):\n",
    "        to_drop.append(i)\n",
    "user_data = user_data.drop(to_drop)\n",
    "user_data = user_data.reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Filters and drops users with no directory\n",
    "not_existing_names = []\n",
    "for i, user in enumerate(user_data[\"User\"]):\n",
    "    if not os.path.isdir(user_dir + '/' + user):\n",
    "        not_existing_names.append(i)\n",
    "user_data = user_data.drop(not_existing_names)\n",
    "user_data = user_data.reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Convert to awkward array\n",
    "array_user = ak.zip(dict(user_data))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import Eye Tracking data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Creates dictionary with all the files for one user\n",
    "file_names = {}\n",
    "for user in user_data[\"User\"]:\n",
    "    #print(user)\n",
    "    available_files = []\n",
    "    available_files_temp = os.listdir(user_dir + '/' + user)\n",
    "    for file in available_files_temp:\n",
    "        if \"graph01-ET_planning\" in file:\n",
    "            available_files.append(file)\n",
    "    # print(available_files)\n",
    "    file_names[user] = available_files\n",
    "#file_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Read each CSV file for one user, stored for each attempt\n",
    "df_attempt1 = []\n",
    "df_attempt2 = []\n",
    "attempt2_mask = []\n",
    "for user in user_data['User']:\n",
    "    files = file_names[user]\n",
    "    if len(files) == 2:\n",
    "        attempt2_mask.append(True)\n",
    "        df_attempt1.append(pd.read_csv(user_dir + '/' + user + '/' + files[0], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))\n",
    "        df_attempt2.append(pd.read_csv(user_dir + '/' + user + '/' + files[1], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))\n",
    "    elif len(files) == 1:\n",
    "        attempt2_mask.append(False)\n",
    "        df_attempt1.append(pd.read_csv(user_dir + '/' + user + '/' + files[0], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))\n",
    "        df_attempt2.append(pd.read_csv(user_dir + '/' + user + '/' + files[0], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Convert df_attempts to ak.Array\n",
    "array_attempt1 = []\n",
    "array_attempt2 = []\n",
    "for df in df_attempt1:\n",
    "    array_attempt1.append(ak.Array(dict(df)))\n",
    "for df in df_attempt2:\n",
    "    array_attempt2.append(ak.Array(dict(df)))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data processing"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Add Eye Tracking Data to user data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def add_column_old_broken(ak_array1, ak_array2, col_name):\n",
    "    entries = []\n",
    "    for entry, dataframe in zip(ak_array1, ak_array2):\n",
    "        entry_with_column = {**entry, col_name: dataframe}\n",
    "        print(entry_with_column)\n",
    "        entries.append(entry_with_column)\n",
    "    print(entries)\n",
    "    return ak.Array(entries)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def add_column_old(ak_array1, arrays, col_name):\n",
    "    return ak.zip({**{k: ak_array1[k] for k in ak_array1.fields}, col_name: arrays})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Adds a list of arrays in a new column to an array\n",
    "def add_column(ak_array, arrays, col_name):\n",
    "    combined_entries = [\n",
    "        {**{k: ak_array[k][i] for k in ak_array.fields}, col_name: array} for i, (entry, array) in enumerate(zip(ak_array, arrays))\n",
    "    ]\n",
    "    return ak.Array(combined_entries)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "labels_str = []\n",
    "labels_int = []\n",
    "for subject_name, pre_score, diff in zip(array_user[\"User\"], array_user[\"Pre score\"], array_user[\"Difference\"]):\n",
    "    if pre_score == 2 and diff == 0:\n",
    "        label_str = \"expert\"\n",
    "        label_int = 0   \n",
    "    elif diff <= 0:\n",
    "        label_str = \"bad\"\n",
    "        label_int = 0\n",
    "    else:\n",
    "        label_str = \"good\"\n",
    "        label_int = 1\n",
    "    labels_str.append(label_str)\n",
    "    labels_int.append(label_int)    \n",
    "labels_str = ak.Array(labels_str)\n",
    "labels_int = ak.Array(labels_int)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Creates array with first and second attempts added as well as the labels arrays\n",
    "array_data = add_column(array_user, array_attempt1, 'Attempt1')\n",
    "array_data = add_column(array_data, array_attempt2, 'Attempt2')\n",
    "array_data['Labels Str'] = labels_str\n",
    "array_data['Labels Int'] = labels_int\n",
    "array_data[\"Attempt 2 Mask\"] = ak.Array(attempt2_mask)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "def minmax(data):\n",
    "    \"\"\"Get the min and max of an iterable in O(n) time and constant space.\"\"\"\n",
    "    minValue = data[0]\n",
    "    maxValue = data[0]\n",
    "    for d in data[1:]:\n",
    "        minValue = d if d < minValue else minValue\n",
    "        maxValue = d if d > maxValue else maxValue\n",
    "    return (minValue,maxValue)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-0.4961899999999999 0.4198 -0.49335 0.24327\n"
     ]
    }
   ],
   "source": [
    "# Get Range of field of view\n",
    "min_max_x = []\n",
    "min_max_y = []\n",
    "for i, user in enumerate(array_data[\"User\"]):\n",
    "    min_x, max_x = minmax(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"])\n",
    "    min_y, max_y = minmax(array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"])\n",
    "    min_max_x.extend([min_x, max_x])\n",
    "    min_max_y.extend([min_y, max_y])\n",
    "\n",
    "    if array_data[\"Attempt 2 Mask\"][i]:\n",
    "        min_x, max_x = minmax(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"])\n",
    "        min_y, max_y = minmax(array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"])\n",
    "        min_max_x.extend([min_x, max_x])\n",
    "        min_max_y.extend([min_y, max_y])\n",
    "min_x, max_x = minmax(min_max_x)\n",
    "min_y, max_y = minmax(min_max_y)\n",
    "print(min_x, max_x, min_y, max_y)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "for i, user in enumerate(array_data[\"User\"]):\n",
    "    plt.plot(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"], label=user + \" A1\")\n",
    "    if array_data[\"Attempt 2 Mask\"][i]:\n",
    "        plt.plot(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"], label=user + \" A2\")\n",
    "\n",
    "# plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#Window Sliding Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "windows = []\n",
    "labels = []\n",
    "for i, user in enumerate(array_data[\"User\"]):\n",
    "    plt.plot(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"], label=user + \" A1\")\n",
    "    if array_data[\"Attempt 2 Mask\"][i]:\n",
    "        plt.plot(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"], label=user + \" A2\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#AOIs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "number_of_y_aios = 10\n",
    "number_of_x_aios = 15\n",
    "\n",
    "y_mesh = np.linspace(min_y, max_y, number_of_y_aios, endpoint=True)\n",
    "x_mesh = np.linspace(min_x, max_x, number_of_x_aios, endpoint=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "fig, ax = plt.subplots()\n",
    "for i, user in enumerate(array_data[\"User\"]):\n",
    "    ax.plot(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"], label=user + \" A1\")\n",
    "    if array_data[\"Attempt 2 Mask\"][i]:\n",
    "        ax.plot(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"], label=user + \" A2\")\n",
    "ax.set_yticks(y_mesh)\n",
    "ax.set_xticks(x_mesh)\n",
    "ax.yaxis.grid(True, which='major')\n",
    "ax.xaxis.grid(True, which='major')\n",
    "\n",
    "# plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_aoi(x_coordinate, y_coordinate):\n",
    "    \"\"\"given the x and y, find the aoi; return two indexes corresponding to the x and y position of the aoi\"\"\"\n",
    "    x_index = np.argmin(np.abs(x_coordinate - x_mesh))\n",
    "    if np.abs(x_coordinate - x_mesh[x_index]) < 0:\n",
    "        x_index += 1\n",
    "    y_index = np.argmin(np.abs(y_coordinate - y_mesh))\n",
    "    if np.abs(y_coordinate - y_mesh[y_index]) < 0:\n",
    "        y_index += 1\n",
    "    return x_index, y_index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0, 8)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_aoi(-0.48,.17)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}