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   "source": [
    "injected_truth_dir = \"/public/home/fangyuedong/project/injected_50sqDeg_L1_outputs/\"\n",
    "chip_label = \"08\"\n",
    "nbins = 50\n",
    "bins = np.linspace(16., 28., nbins+1)\n",
    "\n",
    "cat_path_list_injected_truth = glob(injected_truth_dir + \"*/*_%s_*.cat*\"%(chip_label))\n",
    "mag_csst_total_injected_truth = np.array([])\n",
    "\n",
    "data = ascii.read(cat_path_list_injected_truth[0])\n",
    "print(\"Colum names in injected truth catalog: \", data.colnames)\n",
    "\n",
    "for cat_path in cat_path_list_injected_truth:\n",
    "    print(os.path.basename(cat_path))\n",
    "    data = ascii.read(cat_path)\n",
    "    mag_csst = data[\"mag\"]\n",
    "    mag_csst_total_injected_truth = np.append(mag_csst_total_injected_truth, mag_csst)\n",
    "    plt.figure()\n",
    "    plt.hist(mag_csst, bins=bins)\n",
    "    plt.xlabel(\"MAG_CSST/mag\", size='x-large')\n",
    "    plt.ylabel(\"Counts\", size='x-large')\n",
    "    plt.title(os.path.basename(cat_path))\n",
    "    plt.show()\n",
    "\n",
    "plt.figure()\n",
    "plt.hist(mag_csst_total_injected_truth, bins=bins, density=True)\n",
    "plt.xlabel(\"MAG_CSST/mag\", size='x-large')\n",
    "plt.ylabel(\"Counts\", size='x-large')\n",
    "plt.title(\"Total KRON MAG distribution\", size='x-large')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3491a995",
   "metadata": {},
   "source": [
    "# 3. L1 photometry results on injected images: (chip_id: 08, g band)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "9d712d0d",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "number of objects detected in CSST_MSC_MS_SCIE_20231022050241_20231022050511_10160000001_08_cat_L1_injected.fits: 19024\n"
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