{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "基于Sesame，获取所有NGC天体的位置"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  1%|▏         | 107/7840 [00:16<04:58, 25.93it/s] "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC5877 时出错: Unable to find coordinates for name 'NGC5877' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC5877\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 11%|█         | 861/7840 [01:25<12:25,  9.36it/s]  "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6498 时出错: Unable to find coordinates for name 'NGC6498' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6498\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 54%|█████▍    | 4240/7840 [06:16<03:09, 18.99it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6344 时出错: Unable to find coordinates for name 'NGC6344' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6344\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 55%|█████▌    | 4346/7840 [06:25<01:50, 31.59it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC5901 时出错: Unable to find coordinates for name 'NGC5901' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC5901\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 84%|████████▍ | 6612/7840 [09:58<01:26, 14.13it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6298 时出错: Unable to find coordinates for name 'NGC6298' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 88%|████████▊ | 6903/7840 [10:28<00:52, 17.91it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC1525 时出错: Unable to find coordinates for name 'NGC1525' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC1525\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 88%|████████▊ | 6906/7840 [10:28<00:57, 16.31it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC7575 时出错: Unable to find coordinates for name 'NGC7575' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC7575\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 90%|█████████ | 7072/7840 [10:50<01:11, 10.72it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6353 时出错: Unable to find coordinates for name 'NGC6353' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6353\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 91%|█████████ | 7123/7840 [10:52<00:25, 27.80it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6506 时出错: Unable to find coordinates for name 'NGC6506' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC6506\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 92%|█████████▏| 7205/7840 [11:02<00:18, 33.55it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC5884 时出错: Unable to find coordinates for name 'NGC5884' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC5884\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 92%|█████████▏| 7243/7840 [11:06<01:57,  5.09it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC607 时出错: Unable to find coordinates for name 'NGC607' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC607\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 94%|█████████▍| 7366/7840 [11:20<00:40, 11.72it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC3548 时出错: Unable to find coordinates for name 'NGC3548' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC3548\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 94%|█████████▍| 7395/7840 [11:24<00:51,  8.71it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC2999 时出错: Unable to find coordinates for name 'NGC2999' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC2999\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 95%|█████████▌| 7458/7840 [11:27<00:14, 26.05it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC5578 时出错: Unable to find coordinates for name 'NGC5578' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC5578\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 97%|█████████▋| 7641/7840 [11:46<00:41,  4.80it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC7627 时出错: Unable to find coordinates for name 'NGC7627' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC7627\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 7840/7840 [12:12<00:00, 10.70it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "重试获取 15 个失败的 NGC 目标，第 1 次重试。\n",
      "获取 NGC3548 时出错: Unable to find coordinates for name 'NGC3548' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC3548\n",
      "获取 NGC6506 时出错: Unable to find coordinates for name 'NGC6506' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC6506\n",
      "获取 NGC7575 时出错: Unable to find coordinates for name 'NGC7575' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC7575\n",
      "获取 NGC2999 时出错: Unable to find coordinates for name 'NGC2999' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC2999\n",
      "获取 NGC5578 时出错: Unable to find coordinates for name 'NGC5578' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC5578\n",
      "获取 NGC607 时出错: Unable to find coordinates for name 'NGC607' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC607\n",
      "获取 NGC1525 时出错: Unable to find coordinates for name 'NGC1525' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC1525\n",
      "获取 NGC7627 时出错: Unable to find coordinates for name 'NGC7627' using https://cds.unistra.fr/cgi-bin/nph-sesame/A?NGC7627\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 73%|███████▎  | 11/15 [00:10<00:03,  1.08it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6353 时出错: Unable to find coordinates for name 'NGC6353' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6353\n",
      "获取 NGC5901 时出错: Unable to find coordinates for name 'NGC5901' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC5901\n",
      "获取 NGC6498 时出错: Unable to find coordinates for name 'NGC6498' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6498\n",
      "获取 NGC6344 时出错: Unable to find coordinates for name 'NGC6344' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6344\n",
      "获取 NGC5884 时出错: Unable to find coordinates for name 'NGC5884' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC5884\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 15/15 [00:11<00:00,  1.30it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "获取 NGC6298 时出错: Unable to find coordinates for name 'NGC6298' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC6298\n",
      "获取 NGC5877 时出错: Unable to find coordinates for name 'NGC5877' using http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/A?NGC5877\n",
      "本次迭代没有取得进展，停止重试。\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "from pyongc import ongc\n",
    "from astropy.coordinates import SkyCoord\n",
    "from astropy import units as u\n",
    "from tqdm import tqdm\n",
    "from concurrent.futures import ThreadPoolExecutor, as_completed\n",
    "import time\n",
    "\n",
    "ngc_name = [\"NGC\" + str(i) for i in range(1, 7841)]\n",
    "results = {}\n",
    "failed_ngc = set(ngc_name)\n",
    "max_retries = 10  # 最大重试次数\n",
    "retry_count = 0\n",
    "\n",
    "def get_skycoord(ngc_n):\n",
    "    try:\n",
    "        return SkyCoord.from_name(ngc_n)\n",
    "    except Exception as e:\n",
    "        print(f\"获取 {ngc_n} 时出错: {e}\")\n",
    "        return None\n",
    "\n",
    "num_threads = 128\n",
    "\n",
    "while failed_ngc and retry_count < max_retries:\n",
    "    temp_failed_ngc = set()\n",
    "    with ThreadPoolExecutor(max_workers=num_threads) as executor:\n",
    "        futures = {executor.submit(get_skycoord, ngc_n): ngc_n for ngc_n in failed_ngc}\n",
    "        for future in tqdm(as_completed(futures), total=len(futures)):\n",
    "            ngc_n = futures[future]\n",
    "            result = future.result()\n",
    "            if result:\n",
    "                results[ngc_n] = result\n",
    "            else:\n",
    "                temp_failed_ngc.add(ngc_n)\n",
    "    if temp_failed_ngc == failed_ngc:\n",
    "        print(\"本次迭代没有取得进展，停止重试。\")\n",
    "        break\n",
    "    failed_ngc = temp_failed_ngc\n",
    "    retry_count += 1\n",
    "    if failed_ngc:\n",
    "        print(f\"重试获取 {len(failed_ngc)} 个失败的 NGC 目标，第 {retry_count} 次重试。\")\n",
    "        time.sleep(1)  # 等待一段时间再重试\n",
    "\n",
    "# 将结果保存到文件\n",
    "with open('coordinates.txt', 'w') as f:\n",
    "    for ngc_n, coord in results.items():\n",
    "        f.write(f\"{ngc_n} {coord.to_string('hmsdms')}\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<SkyCoord (ICRS): (ra, dec) in deg\n",
       "    (3.99268787, -0.30352478)>"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results.get(\"NGC60\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 7840/7840 [00:10<00:00, 763.66it/s] \n"
     ]
    }
   ],
   "source": [
    "real_ra, real_dec, real_name, ngc_pos = [], [], [], []\n",
    "temp = []\n",
    "for i in tqdm(range(1, 7841)):\n",
    "    try:\n",
    "        coord = results.get(\"NGC\" + str(i))\n",
    "        if coord not in temp:\n",
    "            real_ra.append(coord.ra.deg)\n",
    "            real_dec.append(coord.dec.deg)\n",
    "            real_name.append(\"NGC\" + str(i))\n",
    "            ngc_pos.append(coord)\n",
    "            temp.append([coord])\n",
    "    except:\n",
    "        continue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from astropy.coordinates import SkyCoord\n",
    "import astropy.units as u\n",
    "import numpy as np\n",
    "\n",
    "ra_rad = np.array([coord.ra.wrap_at(180*u.deg).radian for coord in ngc_pos])\n",
    "dec_rad = np.array([coord.dec.radian for coord in ngc_pos])\n",
    "\n",
    "galactic_coords = [coord.galactic for coord in ngc_pos]\n",
    "l_rad = np.array([coord.l.wrap_at(180*u.deg).radian for coord in galactic_coords])\n",
    "b_rad = np.array([coord.b.radian for coord in galactic_coords])\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "ax = plt.subplot(111, projection='mollweide')\n",
    "ax.scatter(ra_rad, dec_rad, c='blue', marker='o', s=1)\n",
    "ax.set_xticklabels(['14h', '16h', '18h', '20h', '22h', '0h', '2h', '4h', '6h', '8h', '10h'])\n",
    "ax.set_xlabel('RA')\n",
    "ax.set_ylabel('Dec (radian)')\n",
    "ax.set_title('Mollweide')\n",
    "ax.grid(True)\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "ax = plt.subplot(111, projection='mollweide')\n",
    "ax.scatter(l_rad, b_rad, c='red', marker='^', s=1)\n",
    "ax.set_xticklabels(['330°', '300°', '270°', '240°', '210°', '180°', '150°', '120°', '90°', '60°', '30°'])\n",
    "ax.set_xlabel('l')\n",
    "ax.set_ylabel('b (radian)')\n",
    "ax.set_title('Mollweide')\n",
    "ax.grid(True)\n",
    "plt.show()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "发现重复的目标位置及其索引：\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "def find_duplicate_indices(ra_list, dec_list):\n",
    "    coords = np.vstack((ra_list, dec_list)).T\n",
    "    \n",
    "    # 使用视图将坐标对转换为可哈希的类型\n",
    "    dtype = np.dtype((np.void, coords.dtype.itemsize * coords.shape[1]))\n",
    "    coords_view = np.ascontiguousarray(coords).view(dtype)\n",
    "    \n",
    "    # 找到唯一的坐标和它们的首次出现索引\n",
    "    _, idx_first, counts = np.unique(coords_view, return_index=True, return_counts=True)\n",
    "    \n",
    "    # 找到重复的坐标\n",
    "    duplicate_indices = np.where(counts > 1)[0]\n",
    "    \n",
    "    duplicates = {}\n",
    "    for dup_idx in duplicate_indices:\n",
    "        coord = coords[idx_first[dup_idx]]\n",
    "        ra_dup, dec_dup = coord\n",
    "        \n",
    "        # 找到所有匹配该坐标的索引\n",
    "        matching_indices = np.where((ra_list == ra_dup) & (dec_list == dec_dup))[0]\n",
    "        \n",
    "        # 如果匹配的索引多于一个，说明有重复\n",
    "        if len(matching_indices) > 1:\n",
    "            duplicates[(ra_dup, dec_dup)] = matching_indices.tolist()\n",
    "    \n",
    "    return duplicates\n",
    "\n",
    "ra = np.array([coord.ra.deg for coord in ngc_pos])\n",
    "dec = np.array([coord.dec.deg for coord in ngc_pos])\n",
    "\n",
    "duplicates = find_duplicate_indices(ra, dec)\n",
    "d_idx = []\n",
    "if duplicates:\n",
    "    print(\"发现重复的目标位置及其索引：\")\n",
    "    for coord, indices in duplicates.items():\n",
    "        d_idx.append(indices[-1])\n",
    "ngc_pos_clean = [ngc_pos[i] for i in range(len(ngc_pos)) if i not in d_idx]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "发现重复的目标位置及其索引：\n"
     ]
    }
   ],
   "source": [
    "ra = np.array([coord.ra.deg for coord in ngc_pos_clean])\n",
    "dec = np.array([coord.dec.deg for coord in ngc_pos_clean])\n",
    "\n",
    "duplicates = find_duplicate_indices(ra, dec)\n",
    "d_idx = []\n",
    "if duplicates:\n",
    "    print(\"发现重复的目标位置及其索引：\")\n",
    "    for coord, indices in duplicates.items():\n",
    "        d_idx.append(indices[-1])\n",
    "        \n",
    "ngc_pos_clean2 = [ngc_pos_clean[i] for i in range(len(ngc_pos_clean)) if i not in d_idx]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "import healpy as hp\n",
    "import numpy as np\n",
    "\n",
    "ra = np.array([coord.ra.deg for coord in ngc_pos_clean2])\n",
    "dec = np.array([coord.dec.deg for coord in ngc_pos_clean2])\n",
    "\n",
    "# 将 RA 和 Dec 转换为 θ 和 φ，单位为弧度\n",
    "theta = np.radians(90.0 - dec)  # θ 是天顶角\n",
    "phi = np.radians(ra)            # φ 是方位角\n",
    "\n",
    "nside = 2**17  # 根据需要调整\n",
    "\n",
    "# 获取每个目标所在的像素编号\n",
    "pixels = hp.ang2pix(nside, theta, phi, nest=False)  # 如果使用 NEST 方案，设置 nest=True\n",
    "\n",
    "# 统计每个像素的目标数量\n",
    "npix = hp.nside2npix(nside)\n",
    "counts = np.bincount(pixels, minlength=npix)\n",
    "if np.all(counts <= 1):\n",
    "    print('All targets are separated.')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "有些目标离的太近 去掉重复的还是找不出来最小分离"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from astropy.coordinates import SkyCoord\n",
    "from astropy import units as u\n",
    "from astropy.coordinates import search_around_sky\n",
    "import numpy as np\n",
    "\n",
    "def get_min_nside_direct_efficient(ra_list, dec_list):\n",
    "    # 将 RA 和 Dec 转换为 SkyCoord 对象\n",
    "    coords = SkyCoord(ra=ra_list*u.degree, dec=dec_list*u.degree)\n",
    "    \n",
    "    # 设置一个初始搜索半径，例如 1 度\n",
    "    max_sep = 1 * u.arcsec  # 根据数据分布调整\n",
    "    \n",
    "    # 找到最近的邻居\n",
    "    idx1, idx2, sep2d, _ = search_around_sky(coords, coords, max_sep)\n",
    "\n",
    "    non_self = idx1 != idx2\n",
    "    # 确保有非自身匹配的结果\n",
    "    if np.any(non_self):\n",
    "        min_sep = np.min(sep2d[non_self]).rad\n",
    "    else:\n",
    "        # 如果没有非自身匹配，设置一个大于零的最小角距离\n",
    "        min_sep = np.inf\n",
    "    \n",
    "    if min_sep == 0 or np.isinf(min_sep):\n",
    "        print(\"数据中存在重复的目标位置，无法找到满足条件的 nside。\")\n",
    "        return None\n",
    "    \n",
    "    nside_required = int(np.ceil(4 / (np.sqrt(3) * (min_sep))))\n",
    "    nside = 2 ** int(np.ceil(np.log2(nside_required)))\n",
    "    \n",
    "    # nside 的最大值不能超过 HEALPix 的限制（一般为 2^29）\n",
    "    # nside = min(nside, 2**29)\n",
    "    \n",
    "    return nside\n",
    "\n",
    "# 使用示例\n",
    "min_nside = get_min_nside_direct_efficient(real_ra, real_dec)\n",
    "if min_nside is not None:\n",
    "    print(f\"最小的 nside 是 {min_nside}\")\n",
    "else:\n",
    "    print(\"无法计算满足条件的 nside。\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "LAMOST的视场半径2.5度，某次观测视场中心为（Ra，Dec) =（110，30），请在天球坐标中准确画出LAMOST的视场观测范围。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from astropy.coordinates import SkyCoord\n",
    "import astropy.units as u\n",
    "\n",
    "RA0 = 110.0 * u.deg\n",
    "Dec0 = 30.0 * u.deg\n",
    "radius = 2.5 * u.deg\n",
    "pa = np.linspace(0, 360, num=360) * u.deg\n",
    "center_coord = SkyCoord(ra=RA0, dec=Dec0, frame='icrs')\n",
    "\n",
    "offset_coords = center_coord.directional_offset_by(pa, radius)\n",
    "\n",
    "RA_circle = offset_coords.ra.deg\n",
    "Dec_circle = offset_coords.dec.deg\n",
    "\n",
    "plt.figure(figsize=(8,8))\n",
    "plt.plot(RA_circle, Dec_circle, 'b-', label='LAMOST FoV Edge')  # 绘制圆\n",
    "plt.plot(RA0.value, Dec0.value, 'ro', label='Fov Center')  # 绘制中心点\n",
    "\n",
    "plt.xlabel('RA')\n",
    "plt.ylabel('Dec')\n",
    "plt.title('LAMOST FoV')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.gca().invert_xaxis()  # 反转X轴，使赤经增大向左\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 为什么画出一个正圆？\n",
    "http://cluster.shao.ac.cn/~shen/Lecture/change_cor.pro\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "银河系的光度大概是$10^{11}$ 太阳光度，半光度半径Re大约是5Kpc。(太阳的V波段绝对星等是4.8等）。如果银河系距离观测者的距离是100kpc，其视星等和Re的视尺度（apparent size）各是多少？Re内的平均表面亮度是多少？如果距离是1Mpc呢？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "视星等：-2.70，视直径：10313.24角秒，r_eff内的表面亮度：19.36\n",
      "视星等：2.30，视直径：1031.32角秒，r_eff内的表面亮度：19.36\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import astropy.units as u\n",
    "def compute(luminosity, r_eff, dist):\n",
    "    \"\"\"\n",
    "    计算星系在给定 distance 处的视星等和 apparent size\n",
    "    :param luminosity: 星系的绝对光度（单位为太阳光度）\n",
    "    :param r_eff: 星系的有效半径（astropy Quantity，单位为长度）\n",
    "    :param dist: 星系距离（astropy Quantity，单位为长度）\n",
    "    \"\"\"\n",
    "    M_sun = 4.8  # 太阳的绝对星等\n",
    "    M = M_sun - 2.5 * np.log10(luminosity)  # 绝对星等\n",
    "\n",
    "    m = M + 5 * np.log10(dist.to(u.pc).value / 10)\n",
    "    \n",
    "    # 计算视角尺度（弧秒）\n",
    "    theta_arcsec = (r_eff.to(u.pc) / dist.to(u.pc)).value * (180 * 3600 / np.pi)\n",
    "    \n",
    "    # Re 内的总视星等（考虑到 Re 内的光度为总光度的一半）\n",
    "    m_Re = m + 2.5 * np.log10(2) # m + \\Delta m\n",
    "    \n",
    "    # Re 内的面积（平方弧秒）\n",
    "    A = np.pi * theta_arcsec ** 2\n",
    "    sb_r_eff = m_Re + 2.5 * np.log10(A)\n",
    "    return m, theta_arcsec, sb_r_eff\n",
    "m1, theta1, sb1 = compute(1e11, 5*u.kpc, 100*u.kpc)\n",
    "print(f\"视星等：{m1:.2f}，视直径：{theta1:.2f}角秒，r_eff内的表面亮度：{sb1:.2f}\")\n",
    "m1, theta1, sb1 = compute(1e11, 5*u.kpc, 1*u.Mpc)\n",
    "print(f\"视星等：{m1:.2f}，视直径：{theta1:.2f}角秒，r_eff内的表面亮度：{sb1:.2f}\")"
   ]
  }
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