results.txt

fixations_on_surface_magazine_concord_caption_1487539793.5600355.csv
Maximum difference:
norm_pos_x    4.635625e-12
norm_pos_y    3.622880e-12
x_scaled      4.932872e-10
y_scaled      3.086825e-09
dtype: float64

fixations_on_surface_magazine_concord_image_1487539724.7831304.csv
Maximum difference:
norm_pos_x    4.681810e-13
norm_pos_y    4.121148e-13
x_scaled      4.828280e-10
y_scaled      1.098897e-09
dtype: float64

fixations_on_surface_magazine_face_image_1487539531.1118822.csv
Maximum difference:
norm_pos_x    1.862066e-12
norm_pos_y    3.582967e-13
x_scaled      4.170602e-10
y_scaled      2.877186e-09
dtype: float64

fixations_on_surface_magazine_front_cover_1487539326.8259404.csv
Maximum difference:
norm_pos_x    3.686385e-12
norm_pos_y    4.638068e-12
x_scaled      2.949037e-09
y_scaled      3.506557e-09
dtype: float64

fixations_on_surface_magazine_sailing_spread_1487539907.1165085.csv
Maximum difference:
norm_pos_x    8.084644e-13
norm_pos_y    4.962142e-13
x_scaled      3.944933e-09
y_scaled      9.146106e-10
dtype: float64

fixations_on_surface_magazine_small_image_opposite_face_1487539588.6978364.csv
Maximum difference:
norm_pos_x    4.384937e-12
norm_pos_y    4.754419e-12
x_scaled      4.692538e-09
y_scaled      4.568847e-09
dtype: float64

fixations_on_surface_magazine_spread_1487539431.137657.csv
Maximum difference:
norm_pos_x    4.817258e-13
norm_pos_y    4.247713e-13
x_scaled      4.675258e-09
y_scaled      3.265313e-09
dtype: float64

fixations_on_surface_ms_surface_screen_1487539166.3139591.csv
Maximum difference:
norm_pos_x    4.715672e-13
norm_pos_y    4.711231e-13
x_scaled      4.682761e-10
y_scaled      4.871481e-10
dtype: float64

gaze_positions_on_surface_magazine_concord_caption_1487539793.5600355.csv
Maximum difference:
x_norm      4.919842e-12
y_norm      4.936940e-12
x_scaled    4.995115e-10
y_scaled    4.981985e-09
dtype: float64

gaze_positions_on_surface_magazine_concord_image_1487539724.7831304.csv
Maximum difference:
x_norm      4.984901e-13
y_norm      4.997114e-13
x_scaled    4.998810e-10
y_scaled    4.977437e-09
dtype: float64

gaze_positions_on_surface_magazine_face_image_1487539531.1118822.csv
Maximum difference:
x_norm      4.000800e-12
y_norm      4.997947e-13
x_scaled    4.991421e-10
y_scaled    4.984940e-09
dtype: float64

gaze_positions_on_surface_magazine_front_cover_1487539326.8259404.csv
Maximum difference:
x_norm      3.045120e-12
y_norm      4.995782e-12
x_scaled    1.564331e-09
y_scaled    4.997901e-09
dtype: float64

gaze_positions_on_surface_magazine_sailing_spread_1487539907.1165085.csv
Maximum difference:
x_norm      3.926193e-12
y_norm      4.994893e-13
x_scaled    4.958565e-09
y_scaled    4.897629e-09
dtype: float64

gaze_positions_on_surface_magazine_small_image_opposite_face_1487539588.6978364.csv
Maximum difference:
x_norm      4.976908e-12
y_norm      4.979128e-12
x_scaled    4.985623e-09
y_scaled    4.857611e-09
dtype: float64

gaze_positions_on_surface_magazine_spread_1487539431.137657.csv
Maximum difference:
x_norm      4.992673e-13
y_norm      4.991563e-13
x_scaled    4.975618e-09
y_scaled    4.990738e-09
dtype: float64

gaze_positions_on_surface_ms_surface_screen_1487539166.3139591.csv
Maximum difference:
x_norm      4.999889e-13
y_norm      4.885869e-12
x_scaled    4.164121e-09
y_scaled    4.201866e-09
dtype: float64

srf_positons_magazine_concord_caption_1487539793.5600355.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_magazine_concord_image_1487539724.7831304.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_magazine_face_image_1487539531.1118822.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_magazine_front_cover_1487539326.8259404.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_magazine_sailing_spread_1487539907.1165085.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_magazine_small_image_opposite_face_1487539588.6978364.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_magazine_spread_1487539431.137657.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

srf_positons_ms_surface_screen_1487539166.3139591.csv
Not comparible columns: ['m_to_screen', 'm_from_screen']

surface_events.csv
All equal!

surface_gaze_distribution.csv
All equal!

surface_visibility.csv
All equal!

surface export comparison.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [],
   "source": [
    "import re\n",
    "import pathlib as pl\n",
    "from collections import defaultdict\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "all_recordings = [\"surfaces-other/\", \"surfaces-papr\"]\n",
    "all_recordings = [pl.Path(rec) for rec in all_recordings]\n",
    "assert len(all_recordings) == 2, \"Can only compare two recordings at a time\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [],
   "source": [
    "def files_to_check(rec):\n",
    "    yield from rec.glob(\"*.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_by_name = defaultdict(list)\n",
    "for rec in all_recordings:\n",
    "    for f in sorted(files_to_check(rec)):\n",
    "        data_by_name[f.name].append(pd.read_csv(f))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "fixations_on_surface_magazine_concord_caption_1487539793.5600355.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    4.635625e-12\n",
      "norm_pos_y    3.622880e-12\n",
      "x_scaled      4.932872e-10\n",
      "y_scaled      3.086825e-09\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_magazine_concord_image_1487539724.7831304.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    4.681810e-13\n",
      "norm_pos_y    4.121148e-13\n",
      "x_scaled      4.828280e-10\n",
      "y_scaled      1.098897e-09\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_magazine_face_image_1487539531.1118822.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    1.862066e-12\n",
      "norm_pos_y    3.582967e-13\n",
      "x_scaled      4.170602e-10\n",
      "y_scaled      2.877186e-09\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_magazine_front_cover_1487539326.8259404.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    3.686385e-12\n",
      "norm_pos_y    4.638068e-12\n",
      "x_scaled      2.949037e-09\n",
      "y_scaled      3.506557e-09\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_magazine_sailing_spread_1487539907.1165085.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    8.084644e-13\n",
      "norm_pos_y    4.962142e-13\n",
      "x_scaled      3.944933e-09\n",
      "y_scaled      9.146106e-10\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_magazine_small_image_opposite_face_1487539588.6978364.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    4.384937e-12\n",
      "norm_pos_y    4.754419e-12\n",
      "x_scaled      4.692538e-09\n",
      "y_scaled      4.568847e-09\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_magazine_spread_1487539431.137657.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    4.817258e-13\n",
      "norm_pos_y    4.247713e-13\n",
      "x_scaled      4.675258e-09\n",
      "y_scaled      3.265313e-09\n",
      "dtype: float64\n",
      "\n",
      "fixations_on_surface_ms_surface_screen_1487539166.3139591.csv\n",
      "Maximum difference:\n",
      "norm_pos_x    4.715672e-13\n",
      "norm_pos_y    4.711231e-13\n",
      "x_scaled      4.682761e-10\n",
      "y_scaled      4.871481e-10\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_concord_caption_1487539793.5600355.csv\n",
      "Maximum difference:\n",
      "x_norm      4.919842e-12\n",
      "y_norm      4.936940e-12\n",
      "x_scaled    4.995115e-10\n",
      "y_scaled    4.981985e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_concord_image_1487539724.7831304.csv\n",
      "Maximum difference:\n",
      "x_norm      4.984901e-13\n",
      "y_norm      4.997114e-13\n",
      "x_scaled    4.998810e-10\n",
      "y_scaled    4.977437e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_face_image_1487539531.1118822.csv\n",
      "Maximum difference:\n",
      "x_norm      4.000800e-12\n",
      "y_norm      4.997947e-13\n",
      "x_scaled    4.991421e-10\n",
      "y_scaled    4.984940e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_front_cover_1487539326.8259404.csv\n",
      "Maximum difference:\n",
      "x_norm      3.045120e-12\n",
      "y_norm      4.995782e-12\n",
      "x_scaled    1.564331e-09\n",
      "y_scaled    4.997901e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_sailing_spread_1487539907.1165085.csv\n",
      "Maximum difference:\n",
      "x_norm      3.926193e-12\n",
      "y_norm      4.994893e-13\n",
      "x_scaled    4.958565e-09\n",
      "y_scaled    4.897629e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_small_image_opposite_face_1487539588.6978364.csv\n",
      "Maximum difference:\n",
      "x_norm      4.976908e-12\n",
      "y_norm      4.979128e-12\n",
      "x_scaled    4.985623e-09\n",
      "y_scaled    4.857611e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_magazine_spread_1487539431.137657.csv\n",
      "Maximum difference:\n",
      "x_norm      4.992673e-13\n",
      "y_norm      4.991563e-13\n",
      "x_scaled    4.975618e-09\n",
      "y_scaled    4.990738e-09\n",
      "dtype: float64\n",
      "\n",
      "gaze_positions_on_surface_ms_surface_screen_1487539166.3139591.csv\n",
      "Maximum difference:\n",
      "x_norm      4.999889e-13\n",
      "y_norm      4.885869e-12\n",
      "x_scaled    4.164121e-09\n",
      "y_scaled    4.201866e-09\n",
      "dtype: float64\n",
      "\n",
      "srf_positons_magazine_concord_caption_1487539793.5600355.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_magazine_concord_image_1487539724.7831304.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_magazine_face_image_1487539531.1118822.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_magazine_front_cover_1487539326.8259404.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_magazine_sailing_spread_1487539907.1165085.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_magazine_small_image_opposite_face_1487539588.6978364.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_magazine_spread_1487539431.137657.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "srf_positons_ms_surface_screen_1487539166.3139591.csv\n",
      "Not comparible columns: ['m_to_screen', 'm_from_screen']\n",
      "\n",
      "surface_events.csv\n",
      "All equal!\n",
      "\n",
      "surface_gaze_distribution.csv\n",
      "All equal!\n",
      "\n",
      "surface_visibility.csv\n",
      "All equal!\n"
     ]
    }
   ],
   "source": [
    "for name, (surface_a, surface_b) in data_by_name.items():\n",
    "    print()\n",
    "    print(name)\n",
    "\n",
    "    if not (surface_a.columns == surface_b.columns).all():\n",
    "        print(\"Columns are different\")\n",
    "        continue\n",
    "\n",
    "    if surface_a.shape != surface_b.shape:\n",
    "        print(f\"Shapes are different: {surface_a.shape} vs {surface_b.shape}\")\n",
    "        continue\n",
    "\n",
    "    all_equal = (surface_a == surface_b).all()\n",
    "    if all_equal.all():\n",
    "        print(\"All equal!\")\n",
    "        continue\n",
    "\n",
    "    non_matching_cols = all_equal[all_equal == False].index\n",
    "    try:\n",
    "        max_diff = (\n",
    "            (surface_a[non_matching_cols] - surface_b[non_matching_cols]).abs().max()\n",
    "        )\n",
    "    except TypeError:\n",
    "        print(f\"Not comparible columns: {non_matching_cols.to_list()}\")\n",
    "        continue\n",
    "\n",
    "    print(\"Maximum difference:\")\n",
    "    print(max_diff)"
   ]
  }
 ],
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