diff --git a/doc/nb/TestNewTile.ipynb b/doc/nb/TestNewTile.ipynb
index c87f23e..8d81748 100644
--- a/doc/nb/TestNewTile.ipynb
+++ b/doc/nb/TestNewTile.ipynb
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "1bd0d356-77e9-4d62-a47f-b2f9ff00e898",
    "metadata": {
     "tags": []
@@ -42,7 +42,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "2c1f6604-55f5-4f47-be69-ea9689544157",
    "metadata": {
     "tags": []
@@ -70,12 +70,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "e782a524-9168-4dcf-bdbf-01b05193382c",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "INFO:load.py:1794:setup_db: Begin creating tables.\n",
+      "INFO:load.py:1797:setup_db: Finished creating tables.\n",
+      "INFO:load.py:1540:load_versions: Loading version metadata.\n",
+      "INFO:load.py:1551:load_versions: Completed loading version metadata.\n"
+     ]
+    }
+   ],
    "source": [
     "db.log = get_logger(DEBUG)\n",
     "postgresql = db.setup_db(schema=specprod, hostname='db-loadbalancer.bweaver.development.svc.spin.nersc.org', username='desi_admin', overwrite=overwrite)\n",
@@ -93,7 +104,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "065e77f2-cd38-4bf7-b9c1-319bc7707dd1",
    "metadata": {
     "tags": []
@@ -108,12 +119,65 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "5322bcbd-8fcf-46a1-96be-2de812f7ea08",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><i>Table length=16</i>\n",
+       "<table id=\"table140003088653264\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<thead><tr><th>TILEID</th><th>SURVEY</th><th>PROGRAM</th><th>FAPRGRM</th><th>FAFLAVOR</th><th>NEXP</th><th>EXPTIME</th><th>TILERA</th><th>TILEDEC</th><th>EFFTIME_ETC</th><th>EFFTIME_SPEC</th><th>EFFTIME_GFA</th><th>GOALTIME</th><th>OBSSTATUS</th><th>LRG_EFFTIME_DARK</th><th>ELG_EFFTIME_DARK</th><th>BGS_EFFTIME_BRIGHT</th><th>LYA_EFFTIME_DARK</th><th>GOALTYPE</th><th>MINTFRAC</th><th>LASTNIGHT</th></tr></thead>\n",
+       "<thead><tr><th>int64</th><th>str7</th><th>str6</th><th>str16</th><th>str19</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str8</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str7</th><th>float64</th><th>int64</th></tr></thead>\n",
+       "<tr><td>80713</td><td>sv1</td><td>--</td><td>m31</td><td>sv1m31</td><td>3</td><td>2700.2</td><td>10.17</td><td>41.38</td><td>0.0</td><td>758.6</td><td>771.8</td><td>1000.0</td><td>obsstart</td><td>727.8</td><td>758.6</td><td>789.8</td><td>645.0</td><td>unknown</td><td>0.9</td><td>20210110</td></tr>\n",
+       "<tr><td>80715</td><td>sv1</td><td>--</td><td>m31</td><td>sv1m31</td><td>3</td><td>2700.1</td><td>10.17</td><td>41.38</td><td>0.0</td><td>1906.8</td><td>1827.2</td><td>1000.0</td><td>obsend</td><td>1914.5</td><td>1906.8</td><td>2150.1</td><td>2216.6</td><td>unknown</td><td>0.9</td><td>20210115</td></tr>\n",
+       "<tr><td>80769</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>7</td><td>920.3</td><td>111.64</td><td>30.0</td><td>0.0</td><td>1.2</td><td>0.0</td><td>1000.0</td><td>obsstart</td><td>1.1</td><td>1.2</td><td>1.2</td><td>0.9</td><td>unknown</td><td>0.9</td><td>20210219</td></tr>\n",
+       "<tr><td>80816</td><td>cmx</td><td>--</td><td>dithprec</td><td>dithprec</td><td>3</td><td>540.2</td><td>99.0</td><td>66.0</td><td>0.0</td><td>14.1</td><td>45.2</td><td>1000.0</td><td>obsstart</td><td>11.4</td><td>14.1</td><td>11.6</td><td>6.8</td><td>unknown</td><td>0.9</td><td>20210223</td></tr>\n",
+       "<tr><td>80916</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>4</td><td>740.2</td><td>160.0</td><td>50.0</td><td>0.0</td><td>63.6</td><td>68.8</td><td>1000.0</td><td>obsstart</td><td>59.7</td><td>63.6</td><td>66.5</td><td>67.5</td><td>unknown</td><td>0.9</td><td>20210422</td></tr>\n",
+       "<tr><td>82026</td><td>unknown</td><td>--</td><td>dithprec</td><td>dithprec</td><td>1</td><td>200.1</td><td>251.2</td><td>50.4</td><td>0.0</td><td>73.1</td><td>59.4</td><td>1000.0</td><td>obsstart</td><td>67.5</td><td>73.1</td><td>72.7</td><td>64.4</td><td>unknown</td><td>0.9</td><td>20210423</td></tr>\n",
+       "<tr><td>82065</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>1</td><td>200.1</td><td>220.2</td><td>47.8</td><td>0.0</td><td>24.8</td><td>27.9</td><td>1000.0</td><td>obsstart</td><td>22.4</td><td>24.8</td><td>24.5</td><td>25.4</td><td>unknown</td><td>0.9</td><td>20210423</td></tr>\n",
+       "<tr><td>82052</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>1</td><td>200.1</td><td>190.0</td><td>49.5</td><td>0.0</td><td>30.1</td><td>17.3</td><td>1000.0</td><td>obsstart</td><td>25.4</td><td>30.1</td><td>26.1</td><td>14.9</td><td>unknown</td><td>0.9</td><td>20210423</td></tr>\n",
+       "<tr><td>81096</td><td>sv2</td><td>--</td><td>dark</td><td>sv2dark</td><td>1</td><td>1220.1</td><td>180.0</td><td>45.0</td><td>0.0</td><td>1193.2</td><td>973.8</td><td>1000.0</td><td>obsend</td><td>1111.7</td><td>1193.2</td><td>1234.4</td><td>1459.6</td><td>dark</td><td>0.9</td><td>20210429</td></tr>\n",
+       "<tr><td>82039</td><td>unknown</td><td>--</td><td>dithprec</td><td>dithprec</td><td>3</td><td>580.2</td><td>279.0</td><td>50.0</td><td>0.0</td><td>159.6</td><td>131.6</td><td>1000.0</td><td>obsstart</td><td>149.0</td><td>159.6</td><td>158.6</td><td>105.8</td><td>unknown</td><td>0.9</td><td>20210529</td></tr>\n",
+       "<tr><td>2704</td><td>main</td><td>--</td><td>dark</td><td>maindark</td><td>1</td><td>821.0</td><td>222.897</td><td>4.905</td><td>467.1</td><td>524.1</td><td>534.8</td><td>1000.0</td><td>retired</td><td>558.5</td><td>524.1</td><td>559.4</td><td>559.7</td><td>dark</td><td>0.85</td><td>20210627</td></tr>\n",
+       "<tr><td>2786</td><td>main</td><td>--</td><td>dark</td><td>maindark</td><td>1</td><td>808.2</td><td>240.394</td><td>9.573</td><td>251.3</td><td>283.9</td><td>260.5</td><td>1000.0</td><td>retired</td><td>273.4</td><td>283.9</td><td>289.1</td><td>254.7</td><td>dark</td><td>0.85</td><td>20210627</td></tr>\n",
+       "<tr><td>20307</td><td>main</td><td>--</td><td>bright</td><td>mainbright</td><td>1</td><td>448.3</td><td>346.874</td><td>30.797</td><td>62.8</td><td>59.7</td><td>71.8</td><td>180.0</td><td>retired</td><td>47.2</td><td>49.8</td><td>59.7</td><td>72.1</td><td>bright</td><td>0.85</td><td>20210707</td></tr>\n",
+       "<tr><td>21273</td><td>main</td><td>--</td><td>bright</td><td>mainbright</td><td>1</td><td>534.4</td><td>344.455</td><td>2.172</td><td>113.1</td><td>132.8</td><td>149.9</td><td>180.0</td><td>retired</td><td>0.0</td><td>133.5</td><td>132.8</td><td>79.2</td><td>bright</td><td>0.85</td><td>20210708</td></tr>\n",
+       "<tr><td>1825</td><td>main</td><td>--</td><td>dark</td><td>maindark</td><td>1</td><td>770.2</td><td>329.126</td><td>1.365</td><td>566.0</td><td>547.0</td><td>601.3</td><td>1000.0</td><td>retired</td><td>0.0</td><td>547.0</td><td>595.5</td><td>597.2</td><td>dark</td><td>0.85</td><td>20210708</td></tr>\n",
+       "<tr><td>82248</td><td>cmx</td><td>--</td><td>posmapping</td><td>cmxposmapping</td><td>5</td><td>938.9</td><td>343.0</td><td>30.0</td><td>0.0</td><td>0.9</td><td>1.0</td><td>1000.0</td><td>obsstart</td><td>0.9</td><td>0.9</td><td>1.1</td><td>1.4</td><td>unknown</td><td>0.9</td><td>20210916</td></tr>\n",
+       "</table></div>"
+      ],
+      "text/plain": [
+       "<Table length=16>\n",
+       "TILEID  SURVEY PROGRAM  FAPRGRM   ... GOALTYPE MINTFRAC LASTNIGHT\n",
+       "int64    str7    str6    str16    ...   str7   float64    int64  \n",
+       "------ ------- ------- ---------- ... -------- -------- ---------\n",
+       " 80713     sv1      --        m31 ...  unknown      0.9  20210110\n",
+       " 80715     sv1      --        m31 ...  unknown      0.9  20210115\n",
+       " 80769 unknown      --  dithfocus ...  unknown      0.9  20210219\n",
+       " 80816     cmx      --   dithprec ...  unknown      0.9  20210223\n",
+       " 80916 unknown      --  dithfocus ...  unknown      0.9  20210422\n",
+       " 82026 unknown      --   dithprec ...  unknown      0.9  20210423\n",
+       " 82065 unknown      --  dithfocus ...  unknown      0.9  20210423\n",
+       " 82052 unknown      --  dithfocus ...  unknown      0.9  20210423\n",
+       " 81096     sv2      --       dark ...     dark      0.9  20210429\n",
+       " 82039 unknown      --   dithprec ...  unknown      0.9  20210529\n",
+       "  2704    main      --       dark ...     dark     0.85  20210627\n",
+       "  2786    main      --       dark ...     dark     0.85  20210627\n",
+       " 20307    main      --     bright ...   bright     0.85  20210707\n",
+       " 21273    main      --     bright ...   bright     0.85  20210708\n",
+       "  1825    main      --       dark ...     dark     0.85  20210708\n",
+       " 82248     cmx      -- posmapping ...  unknown      0.9  20210916"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "row_index = np.where((tiles_table['LASTNIGHT'] >= 20201214) & (tiles_table['EFFTIME_SPEC'] > 0) & (~tiles_table['PROGRAM'].mask))[0]\n",
     "tiles_table[row_index]\n",
@@ -123,19 +187,80 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "95866a59-eee1-43ea-87f7-6fce8a006115",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><i>Table length=20</i>\n",
+       "<table id=\"table140003088705776\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<thead><tr><th>TILEID</th><th>SURVEY</th><th>PROGRAM</th><th>FAPRGRM</th><th>FAFLAVOR</th><th>NEXP</th><th>EXPTIME</th><th>TILERA</th><th>TILEDEC</th><th>EFFTIME_ETC</th><th>EFFTIME_SPEC</th><th>EFFTIME_GFA</th><th>GOALTIME</th><th>OBSSTATUS</th><th>LRG_EFFTIME_DARK</th><th>ELG_EFFTIME_DARK</th><th>BGS_EFFTIME_BRIGHT</th><th>LYA_EFFTIME_DARK</th><th>GOALTYPE</th><th>MINTFRAC</th><th>LASTNIGHT</th></tr></thead>\n",
+       "<thead><tr><th>int64</th><th>str7</th><th>str6</th><th>str16</th><th>str19</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str8</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str7</th><th>float64</th><th>int64</th></tr></thead>\n",
+       "<tr><td>80615</td><td>cmx</td><td>other</td><td>m33</td><td>cmxm33</td><td>4</td><td>3600.1</td><td>24.027</td><td>31.39</td><td>0.0</td><td>3658.5</td><td>3270.6</td><td>1000.0</td><td>obsend</td><td>3582.4</td><td>3658.5</td><td>3945.2</td><td>4469.3</td><td>unknown</td><td>0.9</td><td>20201216</td></tr>\n",
+       "<tr><td>80609</td><td>sv1</td><td>dark</td><td>lrgqso</td><td>cmxlrgqso</td><td>15</td><td>13500.7</td><td>150.12</td><td>2.206</td><td>0.0</td><td>8202.4</td><td>8317.8</td><td>4000.0</td><td>obsend</td><td>8103.8</td><td>8202.4</td><td>9070.2</td><td>12421.2</td><td>dark</td><td>0.9</td><td>20201217</td></tr>\n",
+       "<tr><td>80606</td><td>sv1</td><td>dark</td><td>elg</td><td>cmxelg</td><td>12</td><td>10800.7</td><td>36.448</td><td>-4.501</td><td>0.0</td><td>7179.2</td><td>7183.1</td><td>4000.0</td><td>obsend</td><td>6967.0</td><td>7179.2</td><td>7653.2</td><td>8686.3</td><td>dark</td><td>0.9</td><td>20201219</td></tr>\n",
+       "<tr><td>80620</td><td>sv1</td><td>dark</td><td>lrgqso</td><td>sv1lrgqso</td><td>13</td><td>11700.7</td><td>144.0</td><td>65.0</td><td>0.0</td><td>8228.4</td><td>7516.2</td><td>4000.0</td><td>obsend</td><td>7522.7</td><td>8228.4</td><td>7875.7</td><td>7957.3</td><td>dark</td><td>0.9</td><td>20201222</td></tr>\n",
+       "<tr><td>80611</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>13</td><td>3620.9</td><td>35.22</td><td>30.3</td><td>0.0</td><td>691.2</td><td>712.8</td><td>1000.0</td><td>obsstart</td><td>660.5</td><td>754.1</td><td>691.2</td><td>440.5</td><td>bright</td><td>0.9</td><td>20201222</td></tr>\n",
+       "<tr><td>80607</td><td>sv1</td><td>dark</td><td>lrgqso</td><td>cmxlrgqso</td><td>77</td><td>18804.9</td><td>0.0</td><td>0.0</td><td>0.0</td><td>10817.0</td><td>0.0</td><td>1000.0</td><td>obsend</td><td>9949.4</td><td>10817.0</td><td>10569.1</td><td>10520.4</td><td>dark</td><td>0.9</td><td>20201222</td></tr>\n",
+       "<tr><td>80612</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>50</td><td>5658.9</td><td>66.68</td><td>-5.24</td><td>0.0</td><td>1611.0</td><td>1572.8</td><td>1000.0</td><td>obsend</td><td>1522.9</td><td>1658.4</td><td>1611.0</td><td>904.2</td><td>bright</td><td>0.9</td><td>20201223</td></tr>\n",
+       "<tr><td>80608</td><td>sv1</td><td>dark</td><td>elg</td><td>cmxelg</td><td>27</td><td>24301.6</td><td>106.74</td><td>56.2</td><td>0.0</td><td>17113.6</td><td>14302.2</td><td>4000.0</td><td>obsend</td><td>15770.5</td><td>17113.6</td><td>16838.1</td><td>17001.9</td><td>dark</td><td>0.9</td><td>20201223</td></tr>\n",
+       "<tr><td>80623</td><td>sv1</td><td>dark</td><td>elg</td><td>sv1elg</td><td>10</td><td>9000.5</td><td>155.0</td><td>32.425</td><td>0.0</td><td>5560.0</td><td>5750.7</td><td>4000.0</td><td>obsend</td><td>5392.1</td><td>5560.0</td><td>6032.1</td><td>8957.2</td><td>dark</td><td>0.9</td><td>20201223</td></tr>\n",
+       "<tr><td>80616</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>18</td><td>5106.2</td><td>356.0</td><td>29.0</td><td>0.0</td><td>1557.1</td><td>1575.5</td><td>600.0</td><td>obsend</td><td>1496.5</td><td>1694.1</td><td>1557.1</td><td>847.0</td><td>bright</td><td>0.9</td><td>20201223</td></tr>\n",
+       "<tr><td>80617</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>22</td><td>6162.4</td><td>5.0</td><td>28.0</td><td>0.0</td><td>1451.9</td><td>1449.5</td><td>600.0</td><td>obsend</td><td>1356.3</td><td>1497.1</td><td>1451.9</td><td>1064.0</td><td>bright</td><td>0.9</td><td>20201223</td></tr>\n",
+       "<tr><td>80622</td><td>sv1</td><td>dark</td><td>lrgqso</td><td>sv1lrgqso</td><td>8</td><td>7200.4</td><td>155.0</td><td>32.325</td><td>0.0</td><td>5543.6</td><td>5477.8</td><td>4000.0</td><td>obsend</td><td>5272.7</td><td>5543.6</td><td>5844.3</td><td>8490.2</td><td>dark</td><td>0.9</td><td>20201223</td></tr>\n",
+       "<tr><td>80629</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>5</td><td>1500.4</td><td>29.0</td><td>-3.0</td><td>0.0</td><td>830.3</td><td>845.1</td><td>1000.0</td><td>obsstart</td><td>750.2</td><td>779.1</td><td>830.3</td><td>632.7</td><td>bright</td><td>0.9</td><td>20210103</td></tr>\n",
+       "<tr><td>80638</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>4</td><td>1200.3</td><td>60.0</td><td>-30.0</td><td>0.0</td><td>305.3</td><td>340.4</td><td>1000.0</td><td>obsstart</td><td>285.9</td><td>300.7</td><td>305.3</td><td>135.2</td><td>bright</td><td>0.9</td><td>20210103</td></tr>\n",
+       "<tr><td>80635</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>5</td><td>1500.3</td><td>36.0</td><td>-7.0</td><td>0.0</td><td>185.9</td><td>189.0</td><td>1000.0</td><td>obsstart</td><td>181.3</td><td>210.4</td><td>185.9</td><td>93.3</td><td>bright</td><td>0.9</td><td>20210105</td></tr>\n",
+       "<tr><td>80641</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>18</td><td>5131.3</td><td>98.5</td><td>44.5</td><td>0.0</td><td>1362.7</td><td>1145.8</td><td>600.0</td><td>obsend</td><td>1339.8</td><td>1575.3</td><td>1362.7</td><td>716.5</td><td>bright</td><td>0.9</td><td>20210107</td></tr>\n",
+       "<tr><td>80642</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>16</td><td>4801.3</td><td>102.0</td><td>36.5</td><td>0.0</td><td>1838.2</td><td>1571.5</td><td>600.0</td><td>obsend</td><td>1792.9</td><td>2097.2</td><td>1838.2</td><td>1077.3</td><td>bright</td><td>0.9</td><td>20210107</td></tr>\n",
+       "<tr><td>80633</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>11</td><td>2220.7</td><td>32.0</td><td>-7.0</td><td>0.0</td><td>771.2</td><td>797.1</td><td>1000.0</td><td>obsstart</td><td>715.1</td><td>763.3</td><td>771.2</td><td>608.2</td><td>bright</td><td>0.9</td><td>20210107</td></tr>\n",
+       "<tr><td>80640</td><td>sv1</td><td>bright</td><td>bgsmws</td><td>sv1bgsmws</td><td>10</td><td>3000.8</td><td>85.5</td><td>-20.0</td><td>0.0</td><td>512.4</td><td>470.8</td><td>1000.0</td><td>obsstart</td><td>492.1</td><td>542.8</td><td>512.4</td><td>312.3</td><td>bright</td><td>0.9</td><td>20210107</td></tr>\n",
+       "<tr><td>80676</td><td>sv1</td><td>dark</td><td>lrgqso</td><td>sv1lrgqso</td><td>11</td><td>9900.6</td><td>97.5</td><td>47.7</td><td>0.0</td><td>5596.7</td><td>4701.6</td><td>4000.0</td><td>obsend</td><td>5147.2</td><td>5596.7</td><td>5377.0</td><td>5067.3</td><td>dark</td><td>0.9</td><td>20210109</td></tr>\n",
+       "</table></div>"
+      ],
+      "text/plain": [
+       "<Table length=20>\n",
+       "TILEID SURVEY PROGRAM FAPRGRM ... LYA_EFFTIME_DARK GOALTYPE MINTFRAC LASTNIGHT\n",
+       "int64   str7    str6   str16  ...     float64        str7   float64    int64  \n",
+       "------ ------ ------- ------- ... ---------------- -------- -------- ---------\n",
+       " 80615    cmx   other     m33 ...           4469.3  unknown      0.9  20201216\n",
+       " 80609    sv1    dark  lrgqso ...          12421.2     dark      0.9  20201217\n",
+       " 80606    sv1    dark     elg ...           8686.3     dark      0.9  20201219\n",
+       " 80620    sv1    dark  lrgqso ...           7957.3     dark      0.9  20201222\n",
+       " 80611    sv1  bright  bgsmws ...            440.5   bright      0.9  20201222\n",
+       " 80607    sv1    dark  lrgqso ...          10520.4     dark      0.9  20201222\n",
+       " 80612    sv1  bright  bgsmws ...            904.2   bright      0.9  20201223\n",
+       " 80608    sv1    dark     elg ...          17001.9     dark      0.9  20201223\n",
+       " 80623    sv1    dark     elg ...           8957.2     dark      0.9  20201223\n",
+       " 80616    sv1  bright  bgsmws ...            847.0   bright      0.9  20201223\n",
+       " 80617    sv1  bright  bgsmws ...           1064.0   bright      0.9  20201223\n",
+       " 80622    sv1    dark  lrgqso ...           8490.2     dark      0.9  20201223\n",
+       " 80629    sv1  bright  bgsmws ...            632.7   bright      0.9  20210103\n",
+       " 80638    sv1  bright  bgsmws ...            135.2   bright      0.9  20210103\n",
+       " 80635    sv1  bright  bgsmws ...             93.3   bright      0.9  20210105\n",
+       " 80641    sv1  bright  bgsmws ...            716.5   bright      0.9  20210107\n",
+       " 80642    sv1  bright  bgsmws ...           1077.3   bright      0.9  20210107\n",
+       " 80633    sv1  bright  bgsmws ...            608.2   bright      0.9  20210107\n",
+       " 80640    sv1  bright  bgsmws ...            312.3   bright      0.9  20210107\n",
+       " 80676    sv1    dark  lrgqso ...           5067.3     dark      0.9  20210109"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "tiles_table[row_index][:20]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "0e3c5449-449d-4474-b570-7db3aa50d87d",
    "metadata": {
     "tags": []
@@ -147,19 +272,49 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "a88e68da-bf90-4077-b640-199ebb9f7fad",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[Tile(tileid=80615),\n",
+       " Tile(tileid=80609),\n",
+       " Tile(tileid=80606),\n",
+       " Tile(tileid=80620),\n",
+       " Tile(tileid=80611),\n",
+       " Tile(tileid=80607),\n",
+       " Tile(tileid=80612),\n",
+       " Tile(tileid=80608),\n",
+       " Tile(tileid=80623),\n",
+       " Tile(tileid=80616),\n",
+       " Tile(tileid=80617),\n",
+       " Tile(tileid=80622),\n",
+       " Tile(tileid=80629),\n",
+       " Tile(tileid=80638),\n",
+       " Tile(tileid=80635),\n",
+       " Tile(tileid=80641),\n",
+       " Tile(tileid=80642),\n",
+       " Tile(tileid=80633),\n",
+       " Tile(tileid=80640),\n",
+       " Tile(tileid=80676)]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "load_tiles[:20]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "eea12065-5091-48b8-897e-5c51cb6fb3f5",
    "metadata": {
     "tags": []
@@ -186,7 +341,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "86c45810-11c1-4010-b429-1480f9d34008",
    "metadata": {
     "tags": []
@@ -202,12 +357,180 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "a8517a3d-0708-4b77-80b9-cab25554580b",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ERROR: No valid exposures found for tile 81088, even though EFFTIME_SPEC == 24.800000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "83416 20210404 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 158, even though EFFTIME_SPEC == 60.500000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "83543 20210405 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 23, even though EFFTIME_SPEC == 66.700000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "83524 20210405 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 50, even though EFFTIME_SPEC == 73.800000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "83525 20210405 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 131, even though EFFTIME_SPEC == 79.300000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "83732 20210406 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 185, even though EFFTIME_SPEC == 49.500000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84356 20210411 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 428, even though EFFTIME_SPEC == 65.700000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84420 20210411 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 77, even though EFFTIME_SPEC == 68.300000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84348 20210411 0.0          0.0\n",
+      "84349 20210411 0.0          0.0\n",
+      "84350 20210411 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 51, even though EFFTIME_SPEC == 45.900000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84345 20210411 0.0          0.0\n",
+      "84346 20210411 0.0          0.0\n",
+      "84347 20210411 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 320, even though EFFTIME_SPEC == 59.500000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84421 20210411 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 104, even though EFFTIME_SPEC == 70.400000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84352 20210411 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 212, even though EFFTIME_SPEC == 72.900000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84645 20210413 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 213, even though EFFTIME_SPEC == 63.400000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84814 20210414 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 78, even though EFFTIME_SPEC == 94.800000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84807 20210414 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 132, even though EFFTIME_SPEC == 56.700000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84815 20210414 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 105, even though EFFTIME_SPEC == 52.300000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84808 20210414 0.0          0.0\n",
+      "84809 20210414 0.0          0.0\n",
+      "84810 20210414 0.0          0.0\n",
+      "84811 20210414 0.0          0.0\n",
+      "84812 20210414 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 186, even though EFFTIME_SPEC == 43.400000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84813 20210414 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 106, even though EFFTIME_SPEC == 54.900000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84937 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 347, even though EFFTIME_SPEC == 30.000000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84944 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 214, even though EFFTIME_SPEC == 76.100000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84943 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 187, even though EFFTIME_SPEC == 62.000000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84939 20210415 0.0          0.0\n",
+      "84940 20210415 0.0          0.0\n",
+      "84941 20210415 0.0          0.0\n",
+      "84942 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 52, even though EFFTIME_SPEC == 67.200000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84932 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 24, even though EFFTIME_SPEC == 93.100000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84929 20210415 0.0          0.0\n",
+      "84930 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 133, even though EFFTIME_SPEC == 58.500000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84936 20210415 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 374, even though EFFTIME_SPEC == 65.400000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84418 20210411 0.0          0.0\n",
+      "84419 20210411 0.0          0.0\n",
+      "85641 20210420 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 107, even though EFFTIME_SPEC == 68.000000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "86495 20210428 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 375, even though EFFTIME_SPEC == 87.500000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "86508 20210428 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 401, even though EFFTIME_SPEC == 81.100000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "86507 20210428 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 215, even though EFFTIME_SPEC == 66.600000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "86505 20210428 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 321, even though EFFTIME_SPEC == 68.000000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "86509 20210428 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 79, even though EFFTIME_SPEC == 73.200000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "85619 20210420 0.0          0.0\n",
+      "86494 20210428 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 429, even though EFFTIME_SPEC == 67.100000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "84829 20210414 0.0          0.0\n",
+      "84830 20210414 0.0          0.0\n",
+      "86753 20210430 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 53, even though EFFTIME_SPEC == 63.900000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "86836 20210501 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 402, even though EFFTIME_SPEC == 90.600000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "90244 20210529 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 596, even though EFFTIME_SPEC == 90.300000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "90239 20210529 0.0          0.0\n",
+      "ERROR: No valid exposures found for tile 506, even though EFFTIME_SPEC == 76.800000!\n",
+      "EXPID  NIGHT   MJD EFFTIME_SPEC\n",
+      "----- -------- --- ------------\n",
+      "90224 20210529 0.0          0.0\n"
+     ]
+    }
+   ],
    "source": [
     "load_exposures = list()\n",
     "for new_tile in load_tiles:\n",
diff --git a/doc/nb/TestPatchDailyWithJura.ipynb b/doc/nb/TestPatchDailyWithJura.ipynb
index ab741cc..998efef 100644
--- a/doc/nb/TestPatchDailyWithJura.ipynb
+++ b/doc/nb/TestPatchDailyWithJura.ipynb
@@ -334,8 +334,8 @@
     {
      "data": {
       "text/html": [
-       "<div><i>Table length=23623</i>\n",
-       "<table id=\"table139974194688304\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<div><i>Table length=23714</i>\n",
+       "<table id=\"table139798602265360\" class=\"table-striped table-bordered table-condensed\">\n",
        "<thead><tr><th>EXPID</th><th>NIGHT</th><th>EFFTIME_SPEC</th><th>DAILY_INDEX</th><th>JURA_INDEX</th></tr></thead>\n",
        "<thead><tr><th>int32</th><th>int32</th><th>float64</th><th>int64</th><th>int64</th></tr></thead>\n",
        "<tr><td>50986</td><td>20200219</td><td>0.0</td><td>0</td><td>--</td></tr>\n",
@@ -349,20 +349,20 @@
        "<tr><td>51030</td><td>20200219</td><td>1343.9888305664067</td><td>8</td><td>--</td></tr>\n",
        "<tr><td>51031</td><td>20200219</td><td>1274.8758575439458</td><td>9</td><td>--</td></tr>\n",
        "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
-       "<tr><td>246378</td><td>20240730</td><td>441.1727294921875</td><td>23605</td><td>--</td></tr>\n",
-       "<tr><td>246379</td><td>20240730</td><td>1023.6906127929688</td><td>23606</td><td>--</td></tr>\n",
-       "<tr><td>246380</td><td>20240730</td><td>1023.5914306640625</td><td>23607</td><td>--</td></tr>\n",
-       "<tr><td>246381</td><td>20240730</td><td>1011.693115234375</td><td>23608</td><td>--</td></tr>\n",
-       "<tr><td>246382</td><td>20240730</td><td>509.824951171875</td><td>23609</td><td>--</td></tr>\n",
-       "<tr><td>246383</td><td>20240730</td><td>1069.3900146484375</td><td>23610</td><td>--</td></tr>\n",
-       "<tr><td>246384</td><td>20240730</td><td>1058.1279296875</td><td>23611</td><td>--</td></tr>\n",
-       "<tr><td>246385</td><td>20240730</td><td>232.43740844726562</td><td>23612</td><td>--</td></tr>\n",
-       "<tr><td>246386</td><td>20240730</td><td>240.3481903076172</td><td>23613</td><td>--</td></tr>\n",
-       "<tr><td>246387</td><td>20240730</td><td>162.53750610351562</td><td>23614</td><td>--</td></tr>\n",
+       "<tr><td>247528</td><td>20240811</td><td>969.6046142578125</td><td>23696</td><td>--</td></tr>\n",
+       "<tr><td>247529</td><td>20240811</td><td>429.18170166015625</td><td>23697</td><td>--</td></tr>\n",
+       "<tr><td>247530</td><td>20240811</td><td>1127.6103515625</td><td>23698</td><td>--</td></tr>\n",
+       "<tr><td>247531</td><td>20240811</td><td>1052.037841796875</td><td>23699</td><td>--</td></tr>\n",
+       "<tr><td>247532</td><td>20240811</td><td>1063.469482421875</td><td>23700</td><td>--</td></tr>\n",
+       "<tr><td>247533</td><td>20240811</td><td>1091.3558349609375</td><td>23701</td><td>--</td></tr>\n",
+       "<tr><td>247534</td><td>20240811</td><td>1112.202880859375</td><td>23702</td><td>--</td></tr>\n",
+       "<tr><td>247535</td><td>20240811</td><td>709.7935791015625</td><td>23703</td><td>--</td></tr>\n",
+       "<tr><td>247536</td><td>20240811</td><td>213.33775329589844</td><td>23704</td><td>--</td></tr>\n",
+       "<tr><td>247537</td><td>20240811</td><td>199.97581481933594</td><td>23705</td><td>--</td></tr>\n",
        "</table></div>"
       ],
       "text/plain": [
-       "<Table length=23623>\n",
+       "<Table length=23714>\n",
        "EXPID   NIGHT      EFFTIME_SPEC    DAILY_INDEX JURA_INDEX\n",
        "int32   int32        float64          int64      int64   \n",
        "------ -------- ------------------ ----------- ----------\n",
@@ -377,16 +377,16 @@
        " 51030 20200219 1343.9888305664067           8         --\n",
        " 51031 20200219 1274.8758575439458           9         --\n",
        "   ...      ...                ...         ...        ...\n",
-       "246378 20240730  441.1727294921875       23605         --\n",
-       "246379 20240730 1023.6906127929688       23606         --\n",
-       "246380 20240730 1023.5914306640625       23607         --\n",
-       "246381 20240730  1011.693115234375       23608         --\n",
-       "246382 20240730   509.824951171875       23609         --\n",
-       "246383 20240730 1069.3900146484375       23610         --\n",
-       "246384 20240730    1058.1279296875       23611         --\n",
-       "246385 20240730 232.43740844726562       23612         --\n",
-       "246386 20240730  240.3481903076172       23613         --\n",
-       "246387 20240730 162.53750610351562       23614         --"
+       "247528 20240811  969.6046142578125       23696         --\n",
+       "247529 20240811 429.18170166015625       23697         --\n",
+       "247530 20240811    1127.6103515625       23698         --\n",
+       "247531 20240811  1052.037841796875       23699         --\n",
+       "247532 20240811  1063.469482421875       23700         --\n",
+       "247533 20240811 1091.3558349609375       23701         --\n",
+       "247534 20240811  1112.202880859375       23702         --\n",
+       "247535 20240811  709.7935791015625       23703         --\n",
+       "247536 20240811 213.33775329589844       23704         --\n",
+       "247537 20240811 199.97581481933594       23705         --"
       ]
      },
      "execution_count": 17,
@@ -423,8 +423,8 @@
     {
      "data": {
       "text/html": [
-       "<div><i>Table length=23615</i>\n",
-       "<table id=\"table139974194714304\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<div><i>Table length=23706</i>\n",
+       "<table id=\"table139797746386112\" class=\"table-striped table-bordered table-condensed\">\n",
        "<thead><tr><th>NIGHT</th><th>EXPID</th><th>TILEID</th><th>TILERA</th><th>TILEDEC</th><th>MJD</th><th>SURVEY</th><th>PROGRAM</th><th>FAPRGRM</th><th>FAFLAVOR</th><th>EXPTIME</th><th>EFFTIME_SPEC</th><th>GOALTIME</th><th>GOALTYPE</th><th>MINTFRAC</th><th>AIRMASS</th><th>EBV</th><th>SEEING_ETC</th><th>EFFTIME_ETC</th><th>TSNR2_ELG</th><th>TSNR2_QSO</th><th>TSNR2_LRG</th><th>TSNR2_LYA</th><th>TSNR2_BGS</th><th>TSNR2_GPBDARK</th><th>TSNR2_GPBBRIGHT</th><th>TSNR2_GPBBACKUP</th><th>LRG_EFFTIME_DARK</th><th>ELG_EFFTIME_DARK</th><th>BGS_EFFTIME_BRIGHT</th><th>LYA_EFFTIME_DARK</th><th>GPB_EFFTIME_DARK</th><th>GPB_EFFTIME_BRIGHT</th><th>GPB_EFFTIME_BACKUP</th><th>TRANSPARENCY_GFA</th><th>SEEING_GFA</th><th>FIBER_FRACFLUX_GFA</th><th>FIBER_FRACFLUX_ELG_GFA</th><th>FIBER_FRACFLUX_BGS_GFA</th><th>FIBERFAC_GFA</th><th>FIBERFAC_ELG_GFA</th><th>FIBERFAC_BGS_GFA</th><th>AIRMASS_GFA</th><th>SKY_MAG_AB_GFA</th><th>SKY_MAG_G_SPEC</th><th>SKY_MAG_R_SPEC</th><th>SKY_MAG_Z_SPEC</th><th>EFFTIME_GFA</th><th>EFFTIME_DARK_GFA</th><th>EFFTIME_BRIGHT_GFA</th><th>EFFTIME_BACKUP_GFA</th></tr></thead>\n",
        "<thead><tr><th>int32</th><th>int32</th><th>int32</th><th>float64</th><th>float64</th><th>float64</th><th>bytes7</th><th>bytes6</th><th>bytes19</th><th>bytes19</th><th>float64</th><th>float64</th><th>float64</th><th>bytes7</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
        "<tr><td>20200219</td><td>50986</td><td>63075</td><td>0.0</td><td>0.0</td><td>0.0</td><td>unknown</td><td>other</td><td>unknown</td><td>unknown</td><td>60.0</td><td>0.0</td><td>1000.0</td><td>unknown</td><td>0.9</td><td>1.043362</td><td>0.0942080095410347</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
@@ -438,20 +438,20 @@
        "<tr><td>20200219</td><td>51030</td><td>70005</td><td>0.0</td><td>0.0</td><td>0.0</td><td>unknown</td><td>other</td><td>unknown</td><td>unknown</td><td>900.0</td><td>1343.9888305664067</td><td>1000.0</td><td>unknown</td><td>0.9</td><td>1.021381</td><td>0.018338840454816818</td><td>0.0</td><td>0.0</td><td>156.27777099609375</td><td>38.330753326416016</td><td>103.22396850585938</td><td>115.39551544189453</td><td>9775.427734375</td><td>0.0</td><td>0.0</td><td>0.0</td><td>1254.233742503177</td><td>1343.9888305664067</td><td>1368.5598828125</td><td>1320.0967744598886</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>22.086721773280537</td><td>21.420544538756392</td><td>19.89465601255312</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
        "<tr><td>20200219</td><td>51031</td><td>70005</td><td>0.0</td><td>0.0</td><td>0.0</td><td>unknown</td><td>other</td><td>unknown</td><td>unknown</td><td>900.0</td><td>1274.8758575439458</td><td>1000.0</td><td>unknown</td><td>0.9</td><td>1.011203</td><td>0.018338840454816818</td><td>0.0</td><td>0.0</td><td>148.2413787841797</td><td>36.46641540527344</td><td>97.36178588867188</td><td>116.91536712646484</td><td>9226.1015625</td><td>0.0</td><td>0.0</td><td>0.0</td><td>1183.0046728440814</td><td>1274.8758575439458</td><td>1291.6542187500002</td><td>1337.483509973618</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>22.080598194447436</td><td>21.40015385586721</td><td>19.848699583634996</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n",
        "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
-       "<tr><td>20240730</td><td>246378</td><td>10912</td><td>340.846</td><td>-8.388</td><td>60522.38378575</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>619.1697998046875</td><td>441.1727294921875</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.3165470361709595</td><td>0.047989290207624435</td><td>0.9440510272979736</td><td>483.2486267089844</td><td>49.972129821777344</td><td>13.630145072937012</td><td>36.30870056152344</td><td>35.43665034482255</td><td>3299.115234375</td><td>5296.93115234375</td><td>923.5020751953125</td><td>6359.810546875</td><td>441.1727294921875</td><td>429.7603454589844</td><td>461.8761291503906</td><td>418.1846864733069</td><td>444.046142578125</td><td>483.2496337890625</td><td>450.4367370605469</td><td>0.9680606190419044</td><td>0.9381644289505756</td><td>0.6675577133608988</td><td>0.4713678095337493</td><td>0.2138194314774376</td><td>1.0615990542559133</td><td>1.027865979371123</td><td>1.0118823084207105</td><td>1.3150959179926784</td><td>21.18424641013473</td><td>21.746775565778563</td><td>21.19750460997336</td><td>20.07584651554651</td><td>488.47878548847876</td><td>488.47878548847876</td><td>477.4760386320366</td><td>532.683638132892</td></tr>\n",
-       "<tr><td>20240730</td><td>246379</td><td>7790</td><td>337.383</td><td>-10.687</td><td>60522.39234187</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1247.8599853515625</td><td>1023.6906127929688</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.3595080375671387</td><td>0.052915140986442566</td><td>0.9706640243530273</td><td>1042.7479248046875</td><td>115.8001937866211</td><td>32.196510314941406</td><td>84.25016784667969</td><td>99.74932587817311</td><td>7430.3310546875</td><td>12421.6611328125</td><td>2115.40478515625</td><td>13967.322265625</td><td>1023.6906127929688</td><td>995.8817138671875</td><td>1040.246337890625</td><td>1177.1327188768023</td><td>1041.3182373046875</td><td>1106.94775390625</td><td>989.2424926757812</td><td>0.9893193281388531</td><td>0.9307233041676614</td><td>0.6712353601896872</td><td>0.4736434240256132</td><td>0.21493444963781505</td><td>1.0485013096249918</td><td>1.0144891161654384</td><td>1.0034030111565273</td><td>1.3643041567353933</td><td>21.166463328314606</td><td>21.69823733080282</td><td>21.17246497287049</td><td>20.019874714544684</td><td>1085.06701949145</td><td>1085.06701949145</td><td>1028.5115492967197</td><td>1071.611646705463</td></tr>\n",
-       "<tr><td>20240730</td><td>246380</td><td>10910</td><td>344.207</td><td>-8.717</td><td>60522.40820759</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1109.246826171875</td><td>1023.5914306640625</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.3180299997329712</td><td>0.0392402745783329</td><td>0.9395809769630432</td><td>1046.2276611328125</td><td>117.380615234375</td><td>32.8455924987793</td><td>84.24200439453125</td><td>100.79775744266809</td><td>7408.76708984375</td><td>12406.4560546875</td><td>2089.47412109375</td><td>13853.681640625</td><td>1023.5914306640625</td><td>1009.4733276367188</td><td>1037.2274169921875</td><td>1189.5051643766096</td><td>1040.0435791015625</td><td>1093.3787841796875</td><td>981.19384765625</td><td>0.9837560502005219</td><td>0.8664984147605612</td><td>0.682001304059983</td><td>0.47977027960964774</td><td>0.2170017897742823</td><td>1.0949210890286902</td><td>1.054623570185027</td><td>1.0343846311762106</td><td>1.320800127552384</td><td>21.094571488633857</td><td>21.689332123486693</td><td>21.195902239671092</td><td>20.110737793428918</td><td>1104.8716043052887</td><td>1104.8716043052887</td><td>1030.4797770453736</td><td>1103.6678485814466</td></tr>\n",
-       "<tr><td>20240730</td><td>246381</td><td>10917</td><td>345.522</td><td>-11.76</td><td>60522.42243792</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1122.812255859375</td><td>1011.693115234375</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.3876880407333374</td><td>0.04325112700462341</td><td>0.9356740117073059</td><td>1046.2069091796875</td><td>115.57283020019531</td><td>32.711631774902344</td><td>83.26277160644531</td><td>100.8872808707878</td><td>7336.94921875</td><td>12304.5615234375</td><td>2068.9892578125</td><td>13920.2890625</td><td>1011.693115234375</td><td>993.9263916015625</td><td>1027.1728515625</td><td>1190.5616222064546</td><td>1031.5015869140625</td><td>1082.6595458984375</td><td>985.911376953125</td><td>0.9936347147705791</td><td>0.8559770514581063</td><td>0.6708549221662126</td><td>0.4711840553178599</td><td>0.21281252146707985</td><td>1.142427785826987</td><td>1.0965817079019744</td><td>1.070433224705416</td><td>1.3953883045230766</td><td>21.151163443168404</td><td>21.63806941588647</td><td>21.16971269940324</td><td>20.16463492774087</td><td>1153.0168270665943</td><td>1153.0168270665943</td><td>1070.8227980060212</td><td>1173.7923191541215</td></tr>\n",
-       "<tr><td>20240730</td><td>246382</td><td>4656</td><td>351.594</td><td>-9.316</td><td>60522.43682234</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>625.1672973632812</td><td>509.824951171875</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.3328609466552734</td><td>0.030591830611228943</td><td>0.901852011680603</td><td>523.0729370117188</td><td>58.17076873779297</td><td>16.01919937133789</td><td>41.95880889892578</td><td>41.53007129812613</td><td>3785.512939453125</td><td>6071.00341796875</td><td>1049.297607421875</td><td>7243.9775390625</td><td>509.824951171875</td><td>500.2686462402344</td><td>529.9718017578125</td><td>490.0925927260613</td><td>508.9372863769531</td><td>549.0758666992188</td><td>513.0582885742188</td><td>0.9646438762378204</td><td>0.8658724784828002</td><td>0.6878746446722405</td><td>0.483533558794687</td><td>0.21860029259178893</td><td>1.1050356834555584</td><td>1.0536301033990756</td><td>1.035064757501909</td><td>1.3363072508561982</td><td>21.109211207349162</td><td>21.648909790456692</td><td>21.201758586230493</td><td>20.295240521568296</td><td>556.7439760670363</td><td>556.7439760670363</td><td>541.3040309845758</td><td>624.002195728866</td></tr>\n",
-       "<tr><td>20240730</td><td>246383</td><td>4653</td><td>349.534</td><td>-11.971</td><td>60522.44546106</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1179.63037109375</td><td>1069.3900146484375</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.406682014465332</td><td>0.03199562430381775</td><td>0.8850650191307068</td><td>1052.6583251953125</td><td>122.66683197021484</td><td>33.92235565185547</td><td>88.01124572753906</td><td>94.20810743104667</td><td>7720.90771484375</td><td>12642.798828125</td><td>2142.811767578125</td><td>14350.6376953125</td><td>1069.3900146484375</td><td>1054.934814453125</td><td>1080.9271240234375</td><td>1111.74130415664</td><td>1059.8563232421875</td><td>1121.289306640625</td><td>1016.3909912109375</td><td>1.0048389005112313</td><td>0.8874768164214865</td><td>0.6491581427955608</td><td>0.4602199695545427</td><td>0.20775688763555605</td><td>1.0585259124709359</td><td>1.03061473885076</td><td>1.0090877068459534</td><td>1.4203220226529947</td><td>21.055256569126318</td><td>21.5848651299843</td><td>21.161165478210798</td><td>20.333099458898886</td><td>1118.1235364670927</td><td>1118.1235364670927</td><td>1043.66997938859</td><td>1104.0324931050204</td></tr>\n",
-       "<tr><td>20240730</td><td>246384</td><td>4679</td><td>355.006</td><td>-9.665</td><td>60522.46050744</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1117.6209716796875</td><td>1058.1279296875</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.3546639680862427</td><td>0.02975255623459816</td><td>0.849353015422821</td><td>1048.109375</td><td>121.52278900146484</td><td>34.104530334472656</td><td>87.0843734741211</td><td>94.55372311100363</td><td>7640.3232421875</td><td>12738.9228515625</td><td>2141.456787109375</td><td>14525.2685546875</td><td>1058.1279296875</td><td>1045.0960693359375</td><td>1069.645263671875</td><td>1115.8198833495567</td><td>1067.91455078125</td><td>1120.580322265625</td><td>1028.75927734375</td><td>0.9789596175132785</td><td>0.8271641806257845</td><td>0.6970265872383017</td><td>0.48883970279649447</td><td>0.22033873893017344</td><td>1.1137748235131741</td><td>1.0699503095817477</td><td>1.049196610518961</td><td>1.3664814825915195</td><td>21.07907790005207</td><td>21.52352373483466</td><td>21.13760623184547</td><td>20.305102147615287</td><td>1132.709338541409</td><td>1132.709338541409</td><td>1068.0479275380571</td><td>1169.6238718045377</td></tr>\n",
-       "<tr><td>20240730</td><td>246385</td><td>24866</td><td>3.83</td><td>-7.012</td><td>60522.47487336</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>364.4747009277344</td><td>232.43740844726562</td><td>180.0</td><td>bright</td><td>0.85</td><td>1.2912390232086182</td><td>0.038514770567417145</td><td>0.8020359873771667</td><td>218.7906951904297</td><td>25.080459594726562</td><td>6.9666595458984375</td><td>17.74033546447754</td><td>15.106907309405505</td><td>1660.2672119140625</td><td>2515.705078125</td><td>447.7630920410156</td><td>3493.44970703125</td><td>215.5558319091797</td><td>215.69195556640625</td><td>232.43740844726562</td><td>178.27523863829472</td><td>210.89364624023438</td><td>234.3052215576172</td><td>247.42530822753906</td><td>1.001046436756758</td><td>0.8409649956479666</td><td>0.6829615050079662</td><td>0.47887299104429804</td><td>0.21601991562033684</td><td>1.1287941015536664</td><td>1.0806399912568523</td><td>1.0556165533257067</td><td>1.2937984558081843</td><td>20.91750904197836</td><td>21.13299284335013</td><td>20.971608524525728</td><td>20.28509976864928</td><td>249.75012516574037</td><td>240.94961066736218</td><td>249.75012516574037</td><td>328.1043516860146</td></tr>\n",
-       "<tr><td>20240730</td><td>246386</td><td>20144</td><td>7.987</td><td>-6.88</td><td>60522.48047065</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>411.36737060546875</td><td>240.3481903076172</td><td>180.0</td><td>bright</td><td>0.85</td><td>1.2851790189743042</td><td>0.04186272993683815</td><td>0.7953320145606995</td><td>210.790771484375</td><td>26.83013343811035</td><td>7.1498703956604</td><td>18.21416473388672</td><td>12.34200659119524</td><td>1716.7728271484375</td><td>2518.908203125</td><td>452.0247497558594</td><td>3607.32568359375</td><td>221.31314086914062</td><td>230.73915100097656</td><td>240.3481903076172</td><td>145.6468968304886</td><td>211.16217041015625</td><td>236.53524780273438</td><td>255.49063110351562</td><td>1.0793258071201237</td><td>0.844984443940304</td><td>0.6562658078296506</td><td>0.4615881052059242</td><td>0.20860858962730228</td><td>1.1593910222000723</td><td>1.1106470172967995</td><td>1.0856978920908937</td><td>1.287188834681559</td><td>20.55003252130404</td><td>20.322232253368114</td><td>20.589541903325177</td><td>20.186978226647582</td><td>252.21413240809304</td><td>233.48497414308596</td><td>252.21413240809304</td><td>355.53504222981286</td></tr>\n",
-       "<tr><td>20240730</td><td>246387</td><td>24856</td><td>8.613</td><td>-10.669</td><td>60522.48662334</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>538.7693481445312</td><td>162.53750610351562</td><td>180.0</td><td>bright</td><td>0.85</td><td>1.363281011581421</td><td>0.02701910212635994</td><td>0.8434900045394897</td><td>130.64242553710938</td><td>19.922204971313477</td><td>5.045029640197754</td><td>11.877720832824707</td><td>7.127576639503241</td><td>1160.982177734375</td><td>1604.9432373046875</td><td>298.68194580078125</td><td>2778.65673828125</td><td>144.32150268554688</td><td>171.33096313476562</td><td>162.53750610351562</td><td>84.11188341170667</td><td>134.54373168945312</td><td>156.2941131591797</td><td>196.79974365234375</td><td>1.0031516756929997</td><td>0.8040388697329832</td><td>0.7246958082647235</td><td>0.5054145910703762</td><td>0.22655202962771886</td><td>1.1915488077202765</td><td>1.133636578511625</td><td>1.0996838341585176</td><td>1.3670629395487122</td><td>19.370177034009654</td><td>18.738702001695955</td><td>19.379586638459692</td><td>19.536950961156585</td><td>165.0054278466772</td><td>138.14962174529643</td><td>165.0054278466772</td><td>317.47622185937684</td></tr>\n",
+       "<tr><td>20240811</td><td>247528</td><td>6951</td><td>344.369</td><td>16.086</td><td>60534.38172642</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>901.3694458007812</td><td>969.6046142578125</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.0406320095062256</td><td>0.044877439737319946</td><td>0.7411739826202393</td><td>1011.6485595703125</td><td>109.28627014160156</td><td>31.885089874267578</td><td>79.79886627197266</td><td>102.94174189120531</td><td>6855.8251953125</td><td>12592.3251953125</td><td>2020.419189453125</td><td>12808.1142578125</td><td>969.6046142578125</td><td>939.8619384765625</td><td>959.8155517578125</td><td>1214.8061297808124</td><td>1055.6251220703125</td><td>1057.2437744140625</td><td>907.1410522460938</td><td>0.9900068231912147</td><td>0.7639646840853687</td><td>0.7648771254981794</td><td>0.531613381333464</td><td>0.2374791143951383</td><td>1.2210461677214273</td><td>1.1634403363417296</td><td>1.1288559207319588</td><td>1.0425706065258322</td><td>21.367864086515503</td><td>22.1030599706196</td><td>21.375212627043425</td><td>19.855108602241</td><td>1224.2348646528164</td><td>1224.2348646528164</td><td>1087.2171669571308</td><td>1177.2436004852325</td></tr>\n",
+       "<tr><td>20240811</td><td>247529</td><td>10040</td><td>351.028</td><td>12.039</td><td>60534.39354864</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>496.1578369140625</td><td>429.18170166015625</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.0635850429534912</td><td>0.05874023586511612</td><td>0.7435870170593262</td><td>457.554931640625</td><td>48.65447235107422</td><td>14.093167304992676</td><td>35.321834564208984</td><td>39.41304643843323</td><td>3153.46044921875</td><td>5470.96240234375</td><td>914.0369262695312</td><td>6353.80078125</td><td>429.18170166015625</td><td>418.428466796875</td><td>441.4844665527344</td><td>465.10977497685997</td><td>458.6353454589844</td><td>478.2967224121094</td><td>450.0110778808594</td><td>0.9957813149228574</td><td>0.7484903104001552</td><td>0.7644044980645351</td><td>0.5316450472682661</td><td>0.23718613687094336</td><td>1.2164809236034082</td><td>1.1636947262475603</td><td>1.130954270042408</td><td>1.0639757079156482</td><td>21.249407700068062</td><td>22.041945103950656</td><td>21.292467810587496</td><td>19.780432078859388</td><td>497.0730537310182</td><td>497.0730537310182</td><td>476.4885777853104</td><td>563.4197035038846</td></tr>\n",
+       "<tr><td>20240811</td><td>247530</td><td>3815</td><td>347.364</td><td>18.412</td><td>60534.40069601</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1345.6346435546875</td><td>1127.6103515625</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.034301996231079</td><td>0.14684182405471802</td><td>0.7355740070343018</td><td>1007.197021484375</td><td>131.06871032714844</td><td>35.89905548095703</td><td>92.80280303955078</td><td>90.58827207572759</td><td>7743.5224609375</td><td>13522.173828125</td><td>2175.986572265625</td><td>13279.1591796875</td><td>1127.6103515625</td><td>1127.19091796875</td><td>1084.0931396484375</td><td>1069.0239564835613</td><td>1133.5750732421875</td><td>1138.6490478515625</td><td>940.5029907226562</td><td>0.9546868423453168</td><td>0.8408000602052532</td><td>0.7086851200835247</td><td>0.4969404350565698</td><td>0.22369722034717004</td><td>1.1103019367167093</td><td>1.065389525481174</td><td>1.0402825690328545</td><td>1.0402615255169572</td><td>21.26922394775155</td><td>22.075250243809567</td><td>21.32285870501553</td><td>19.89196841829213</td><td>1078.4679118552754</td><td>1078.4679118552754</td><td>966.8927272969829</td><td>999.3082350790254</td></tr>\n",
+       "<tr><td>20240811</td><td>247531</td><td>10051</td><td>350.635</td><td>20.862</td><td>60534.41774169</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1018.934814453125</td><td>1052.037841796875</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.0304579734802246</td><td>0.04781072586774826</td><td>0.8089560270309448</td><td>1018.5135498046875</td><td>119.21675109863281</td><td>34.21532440185547</td><td>86.5831527709961</td><td>98.2312222911045</td><td>7357.2919921875</td><td>13527.3642578125</td><td>2159.69970703125</td><td>13523.0625</td><td>1052.037841796875</td><td>1025.26416015625</td><td>1030.0208740234375</td><td>1159.217716572273</td><td>1134.01025390625</td><td>1130.12646484375</td><td>957.777587890625</td><td>0.9901224262049546</td><td>0.7733579414467817</td><td>0.7520886874171397</td><td>0.5236842859468347</td><td>0.23410012602536834</td><td>1.1773062943293144</td><td>1.1218748127919782</td><td>1.088899387974346</td><td>1.0362239867090162</td><td>21.223587446818733</td><td>22.08499118085784</td><td>21.32625670983131</td><td>19.919475100001453</td><td>1271.029801157748</td><td>1271.029801157748</td><td>1131.4206408069429</td><td>1225.4939056252717</td></tr>\n",
+       "<tr><td>20240811</td><td>247532</td><td>2238</td><td>354.076</td><td>18.235</td><td>60534.43091844</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1259.8875732421875</td><td>1063.469482421875</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.044754981994629</td><td>0.06236021965742111</td><td>0.7752460241317749</td><td>1009.441650390625</td><td>122.29011535644531</td><td>34.92768096923828</td><td>87.52398681640625</td><td>109.54480354487896</td><td>7571.9169921875</td><td>13547.3623046875</td><td>2216.37451171875</td><td>14551.416015625</td><td>1063.469482421875</td><td>1051.695068359375</td><td>1060.068359375</td><td>1292.7282595683664</td><td>1135.6866455078125</td><td>1159.783203125</td><td>1030.6112060546875</td><td>0.8181439487385438</td><td>0.7657385585190628</td><td>0.7672510602066878</td><td>0.5343449780215859</td><td>0.23867171558815192</td><td>1.0418816408852662</td><td>0.993727775091835</td><td>0.9648658207651273</td><td>1.053355884165044</td><td>21.128920243463906</td><td>21.982832248462163</td><td>21.226617019286188</td><td>19.79964838784093</td><td>1128.401796021883</td><td>1128.401796021883</td><td>1020.6841519652768</td><td>1115.7333645631868</td></tr>\n",
+       "<tr><td>20240811</td><td>247533</td><td>2257</td><td>358.616</td><td>14.519</td><td>60534.44688809</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1030.04248046875</td><td>1091.3558349609375</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.0683629512786865</td><td>0.042809292674064636</td><td>0.8541939854621887</td><td>1015.0289916992188</td><td>122.882080078125</td><td>35.72774887084961</td><td>89.81904602050781</td><td>120.50965385399759</td><td>7814.27587890625</td><td>14248.3359375</td><td>2322.952392578125</td><td>14969.1689453125</td><td>1091.3558349609375</td><td>1056.785888671875</td><td>1093.9986572265625</td><td>1422.1234604162776</td><td>1194.4498291015625</td><td>1215.55322265625</td><td>1060.1988525390625</td><td>0.980115415004357</td><td>0.8149706458924038</td><td>0.7220328570697538</td><td>0.5040025571705538</td><td>0.22627189439355344</td><td>1.1583410507538932</td><td>1.1067776454166331</td><td>1.0765247337056791</td><td>1.0765145206803846</td><td>21.08073786715708</td><td>21.974946384717523</td><td>21.176436199676623</td><td>19.80419036129597</td><td>1139.8141917538592</td><td>1139.8141917538592</td><td>1053.2316075764418</td><td>1179.0196901751244</td></tr>\n",
+       "<tr><td>20240811</td><td>247534</td><td>11643</td><td>4.105</td><td>12.005</td><td>60534.46021628</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1180.0335693359375</td><td>1112.202880859375</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.082522988319397</td><td>0.14347930252552032</td><td>0.8350430130958557</td><td>1013.2708740234375</td><td>127.91471862792969</td><td>36.142948150634766</td><td>91.5347671508789</td><td>99.867545023188</td><td>7807.98681640625</td><td>13986.5078125</td><td>2260.811767578125</td><td>14419.8486328125</td><td>1112.202880859375</td><td>1100.066650390625</td><td>1093.1181640625</td><td>1178.5278122508128</td><td>1172.5006103515625</td><td>1183.0362548828125</td><td>1021.2929077148438</td><td>1.0175209688212346</td><td>0.7920205962674025</td><td>0.7142020205305208</td><td>0.4995637462162541</td><td>0.22463976662919388</td><td>1.1963562298640502</td><td>1.1382610718753172</td><td>1.1080650185882202</td><td>1.0918196390626136</td><td>21.068503765902534</td><td>21.89294396529984</td><td>21.149675366395094</td><td>19.79140194174022</td><td>928.3050724871539</td><td>928.3050724871539</td><td>860.0327572123894</td><td>967.0168042167019</td></tr>\n",
+       "<tr><td>20240811</td><td>247535</td><td>3623</td><td>8.037</td><td>15.235</td><td>60534.47525803</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>815.0862426757812</td><td>709.7935791015625</td><td>1000.0</td><td>dark</td><td>0.85</td><td>1.0669900178909302</td><td>0.06605811417102814</td><td>0.9333620071411133</td><td>697.5803833007812</td><td>81.07109069824219</td><td>22.839502334594727</td><td>58.41630935668945</td><td>60.525148504786195</td><td>5139.2646484375</td><td>9036.771484375</td><td>1505.7318115234375</td><td>10087.515625</td><td>709.7935791015625</td><td>697.21142578125</td><td>719.4970703125</td><td>714.2517705520763</td><td>757.56005859375</td><td>787.91845703125</td><td>714.4533081054688</td><td>1.017934471709824</td><td>0.8200954815959343</td><td>0.7156446641531912</td><td>0.500110290420825</td><td>0.22435507619363376</td><td>1.168147638098866</td><td>1.1192264650500299</td><td>1.0933847012439495</td><td>1.0736928470418776</td><td>21.039142553606798</td><td>21.65983717329619</td><td>21.108917475605363</td><td>19.715744629047887</td><td>760.1467011612814</td><td>760.1467011612814</td><td>728.8823471134752</td><td>837.8630329669646</td></tr>\n",
+       "<tr><td>20240811</td><td>247536</td><td>21004</td><td>14.48</td><td>15.506</td><td>60534.48628697</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>388.0565490722656</td><td>213.33775329589844</td><td>180.0</td><td>bright</td><td>0.85</td><td>1.0574580430984497</td><td>0.057311009615659714</td><td>0.8351590037345886</td><td>186.02218627929688</td><td>23.16343879699707</td><td>6.307667255401611</td><td>16.22843360900879</td><td>12.149189594574272</td><td>1523.841064453125</td><td>2369.862060546875</td><td>423.01824951171875</td><td>3283.35400390625</td><td>197.185302734375</td><td>199.20558166503906</td><td>213.33775329589844</td><td>143.37148099704925</td><td>198.66751098632812</td><td>221.35675048828125</td><td>232.545166015625</td><td>1.0003230378342467</td><td>0.8390532806789683</td><td>0.70849211521871</td><td>0.4973698261754207</td><td>0.22394183375757787</td><td>1.1319986448071286</td><td>1.099222664997284</td><td>1.0745543493224152</td><td>1.0599553987418162</td><td>20.68108500685559</td><td>20.766684324516206</td><td>20.725277969866443</td><td>19.699271231268256</td><td>243.16951620049647</td><td>228.24315289172364</td><td>243.16951620049647</td><td>325.19085591350307</td></tr>\n",
+       "<tr><td>20240811</td><td>247537</td><td>22564</td><td>16.369</td><td>11.416</td><td>60534.49216449</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>802.7540893554688</td><td>199.97581481933594</td><td>180.0</td><td>bright</td><td>0.85</td><td>1.084354043006897</td><td>0.040372084826231</td><td>1.1371020078659058</td><td>159.10128784179688</td><td>24.519306182861328</td><td>6.137171745300293</td><td>14.476789474487305</td><td>9.79267755607143</td><td>1428.398681640625</td><td>2059.87060546875</td><td>385.8652648925781</td><td>3577.23974609375</td><td>175.90176391601562</td><td>210.8660430908203</td><td>199.97581481933594</td><td>115.56249684073876</td><td>172.6806640625</td><td>201.9153594970703</td><td>253.35977172851562</td><td>0.9637808365860443</td><td>0.8242769756984506</td><td>0.7314590301330718</td><td>0.5107739100469961</td><td>0.22946269591027157</td><td>1.1534293182415314</td><td>1.1040503491991678</td><td>1.0797739798788024</td><td>1.0902361709291886</td><td>19.093559953323393</td><td>18.707641972862074</td><td>19.1132490845288</td><td>19.091466695236615</td><td>196.75697506196457</td><td>160.3567407149404</td><td>196.75697506196457</td><td>384.09250395416865</td></tr>\n",
        "</table></div>"
       ],
       "text/plain": [
-       "<Table length=23615>\n",
+       "<Table length=23706>\n",
        " NIGHT   EXPID  TILEID ... EFFTIME_BRIGHT_GFA EFFTIME_BACKUP_GFA\n",
        " int32   int32  int32  ...      float64            float64      \n",
        "-------- ------ ------ ... ------------------ ------------------\n",
@@ -466,16 +466,16 @@
        "20200219  51030  70005 ...                0.0                0.0\n",
        "20200219  51031  70005 ...                0.0                0.0\n",
        "     ...    ...    ... ...                ...                ...\n",
-       "20240730 246378  10912 ...  477.4760386320366   532.683638132892\n",
-       "20240730 246379   7790 ... 1028.5115492967197  1071.611646705463\n",
-       "20240730 246380  10910 ... 1030.4797770453736 1103.6678485814466\n",
-       "20240730 246381  10917 ... 1070.8227980060212 1173.7923191541215\n",
-       "20240730 246382   4656 ...  541.3040309845758   624.002195728866\n",
-       "20240730 246383   4653 ...   1043.66997938859 1104.0324931050204\n",
-       "20240730 246384   4679 ... 1068.0479275380571 1169.6238718045377\n",
-       "20240730 246385  24866 ... 249.75012516574037  328.1043516860146\n",
-       "20240730 246386  20144 ... 252.21413240809304 355.53504222981286\n",
-       "20240730 246387  24856 ...  165.0054278466772 317.47622185937684"
+       "20240811 247528   6951 ... 1087.2171669571308 1177.2436004852325\n",
+       "20240811 247529  10040 ...  476.4885777853104  563.4197035038846\n",
+       "20240811 247530   3815 ...  966.8927272969829  999.3082350790254\n",
+       "20240811 247531  10051 ... 1131.4206408069429 1225.4939056252717\n",
+       "20240811 247532   2238 ... 1020.6841519652768 1115.7333645631868\n",
+       "20240811 247533   2257 ... 1053.2316075764418 1179.0196901751244\n",
+       "20240811 247534  11643 ...  860.0327572123894  967.0168042167019\n",
+       "20240811 247535   3623 ...  728.8823471134752  837.8630329669646\n",
+       "20240811 247536  21004 ... 243.16951620049647 325.19085591350307\n",
+       "20240811 247537  22564 ... 196.75697506196457 384.09250395416865"
       ]
      },
      "execution_count": 19,
@@ -489,11 +489,519 @@
     "# for column in ('NIGHT', 'EXPID', 'TILEID', 'TILERA', 'TILEDEC', 'MJD', 'SURVEY', 'PROGRAM', 'FAPRGRM', 'FAFLAVOR', 'EXPTIME', 'GOALTIME', 'GOALTYPE', 'MINTFRAC', 'AIRMASS', 'EBV', 'SEEING_ETC', 'EFFTIME_ETC',\n",
     "#                'TRANSPARENCY_GFA', 'SEEING_GFA', 'FIBER_FRACFLUX_GFA', 'FIBER_FRACFLUX_ELG_GFA', 'FIBER_FRACFLUX_BGS_GFA', 'FIBERFAC_GFA', 'FIBERFAC_ELG_GFA', 'FIBERFAC_BGS_GFA', 'AIRMASS_GFA', 'SKY_MAG_AB_GFA',\n",
     "#                'EFFTIME_GFA', 'EFFTIME_DARK_GFA', 'EFFTIME_BRIGHT_GFA', 'EFFTIME_BACKUP_GFA'):\n",
-    "for column in ('MJD', 'GOALTYPE'):\n",
+    "for column in ('TILERA', 'TILEDEC', 'MJD', 'SURVEY'):\n",
     "    daily_exposures_patched[column][daily_exposures_index] = jura_exposures[column][jura_exposures_index]\n",
     "daily_exposures_patched"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "2cad2268-9557-444e-897c-e04bc63b42c6",
+   "metadata": {},
+   "source": [
+    "### After patching are there still missing data?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "00e2e401-93f6-4d87-8307-9c1f0db767e2",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "assert not (daily_exposures_patched['TILERA'] == daily_exposures['TILERA']).all()\n",
+    "assert not (daily_exposures_patched['TILEDEC'] == daily_exposures['TILEDEC']).all()\n",
+    "assert not (daily_exposures_patched['MJD'] == daily_exposures['MJD']).all()\n",
+    "assert not (daily_exposures_patched['SURVEY'] == daily_exposures['SURVEY']).all()\n",
+    "assert (daily_exposures_patched['PROGRAM'] == daily_exposures['PROGRAM']).all()\n",
+    "assert (daily_exposures_patched['FAPRGRM'] == daily_exposures['FAPRGRM']).all()\n",
+    "assert (daily_exposures_patched['FAFLAVOR'] == daily_exposures['FAFLAVOR']).all()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "60427b0b-913d-456b-b45e-6ccc3a46866b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "INFO: tile 80618 exposure 69082 has MJD-OBS = 59204.557878 in /global/cfs/cdirs/desi/spectro/data/20201220/00069082/desi-00069082.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201220 69082  80618 59204.55787815\n",
+      "INFO: tile 80618 exposure 69083 has MJD-OBS = 59204.563137 in /global/cfs/cdirs/desi/spectro/data/20201220/00069083/desi-00069083.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201220 69083  80618 59204.56313729\n",
+      "INFO: tile 80618 exposure 69084 has MJD-OBS = 59204.568494 in /global/cfs/cdirs/desi/spectro/data/20201220/00069084/desi-00069084.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201220 69084  80618 59204.56849373\n",
+      "INFO: tile 80618 exposure 69085 has MJD-OBS = 59204.573527 in /global/cfs/cdirs/desi/spectro/data/20201220/00069085/desi-00069085.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201220 69085  80618 59204.57352664\n",
+      "INFO: tile 80617 exposure 69400 has MJD-OBS = 59206.108281 in /global/cfs/cdirs/desi/spectro/data/20201222/00069400/desi-00069400.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69400  80617 59206.10828083\n",
+      "INFO: tile 80617 exposure 69401 has MJD-OBS = 59206.116788 in /global/cfs/cdirs/desi/spectro/data/20201222/00069401/desi-00069401.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69401  80617 59206.11678777\n",
+      "INFO: tile 80617 exposure 69402 has MJD-OBS = 59206.125315 in /global/cfs/cdirs/desi/spectro/data/20201222/00069402/desi-00069402.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69402  80617 59206.12531454\n",
+      "INFO: tile 80617 exposure 69403 has MJD-OBS = 59206.135059 in /global/cfs/cdirs/desi/spectro/data/20201222/00069403/desi-00069403.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69403  80617 59206.13505941\n",
+      "INFO: tile 80617 exposure 69404 has MJD-OBS = 59206.145698 in /global/cfs/cdirs/desi/spectro/data/20201222/00069404/desi-00069404.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69404  80617 59206.14569799\n",
+      "INFO: tile 80608 exposure 69435 has MJD-OBS = 59206.313242 in /global/cfs/cdirs/desi/spectro/data/20201222/00069435/desi-00069435.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD     \n",
+      "-------- ----- ------ -------------\n",
+      "20201222 69435  80608 59206.3132417\n",
+      "INFO: tile 80608 exposure 69436 has MJD-OBS = 59206.326569 in /global/cfs/cdirs/desi/spectro/data/20201222/00069436/desi-00069436.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69436  80608 59206.32656933\n",
+      "INFO: tile 80608 exposure 69437 has MJD-OBS = 59206.339900 in /global/cfs/cdirs/desi/spectro/data/20201222/00069437/desi-00069437.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69437  80608 59206.33989997\n",
+      "INFO: tile 80608 exposure 69438 has MJD-OBS = 59206.353205 in /global/cfs/cdirs/desi/spectro/data/20201222/00069438/desi-00069438.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69438  80608 59206.35320477\n",
+      "INFO: tile 80607 exposure 69440 has MJD-OBS = 59206.367353 in /global/cfs/cdirs/desi/spectro/data/20201222/00069440/desi-00069440.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69440  80607 59206.36735299\n",
+      "INFO: tile 80607 exposure 69441 has MJD-OBS = 59206.380662 in /global/cfs/cdirs/desi/spectro/data/20201222/00069441/desi-00069441.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69441  80607 59206.38066192\n",
+      "INFO: tile 80607 exposure 69442 has MJD-OBS = 59206.393943 in /global/cfs/cdirs/desi/spectro/data/20201222/00069442/desi-00069442.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69442  80607 59206.39394324\n",
+      "INFO: tile 80620 exposure 69444 has MJD-OBS = 59206.409566 in /global/cfs/cdirs/desi/spectro/data/20201222/00069444/desi-00069444.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69444  80620 59206.40956632\n",
+      "INFO: tile 80620 exposure 69445 has MJD-OBS = 59206.422851 in /global/cfs/cdirs/desi/spectro/data/20201222/00069445/desi-00069445.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69445  80620 59206.42285072\n",
+      "INFO: tile 80620 exposure 69446 has MJD-OBS = 59206.436229 in /global/cfs/cdirs/desi/spectro/data/20201222/00069446/desi-00069446.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69446  80620 59206.43622927\n",
+      "INFO: tile 80620 exposure 69447 has MJD-OBS = 59206.449480 in /global/cfs/cdirs/desi/spectro/data/20201222/00069447/desi-00069447.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69447  80620 59206.44947983\n",
+      "INFO: tile 80614 exposure 69449 has MJD-OBS = 59206.468311 in /global/cfs/cdirs/desi/spectro/data/20201222/00069449/desi-00069449.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69449  80614 59206.46831138\n",
+      "INFO: tile 80614 exposure 69450 has MJD-OBS = 59206.474771 in /global/cfs/cdirs/desi/spectro/data/20201222/00069450/desi-00069450.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69450  80614 59206.47477105\n",
+      "INFO: tile 80614 exposure 69451 has MJD-OBS = 59206.481235 in /global/cfs/cdirs/desi/spectro/data/20201222/00069451/desi-00069451.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69451  80614 59206.48123483\n",
+      "INFO: tile 80614 exposure 69452 has MJD-OBS = 59206.487680 in /global/cfs/cdirs/desi/spectro/data/20201222/00069452/desi-00069452.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69452  80614 59206.48768029\n",
+      "INFO: tile 80614 exposure 69453 has MJD-OBS = 59206.494103 in /global/cfs/cdirs/desi/spectro/data/20201222/00069453/desi-00069453.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69453  80614 59206.49410313\n",
+      "INFO: tile 80610 exposure 69455 has MJD-OBS = 59206.501778 in /global/cfs/cdirs/desi/spectro/data/20201222/00069455/desi-00069455.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69455  80610 59206.50177768\n",
+      "INFO: tile 80610 exposure 69456 has MJD-OBS = 59206.515169 in /global/cfs/cdirs/desi/spectro/data/20201222/00069456/desi-00069456.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69456  80610 59206.51516924\n",
+      "INFO: tile 80614 exposure 69458 has MJD-OBS = 59206.533942 in /global/cfs/cdirs/desi/spectro/data/20201222/00069458/desi-00069458.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69458  80614 59206.53394194\n",
+      "INFO: tile 80614 exposure 69459 has MJD-OBS = 59206.540400 in /global/cfs/cdirs/desi/spectro/data/20201222/00069459/desi-00069459.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69459  80614 59206.54040006\n",
+      "INFO: tile 80614 exposure 69460 has MJD-OBS = 59206.546853 in /global/cfs/cdirs/desi/spectro/data/20201222/00069460/desi-00069460.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201222 69460  80614 59206.54685306\n",
+      "INFO: tile 80623 exposure 69628 has MJD-OBS = 59207.380045 in /global/cfs/cdirs/desi/spectro/data/20201223/00069628/desi-00069628.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201223 69628  80623 59207.38004477\n",
+      "INFO: tile 80623 exposure 69629 has MJD-OBS = 59207.393223 in /global/cfs/cdirs/desi/spectro/data/20201223/00069629/desi-00069629.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201223 69629  80623 59207.39322287\n",
+      "INFO: tile 80622 exposure 69631 has MJD-OBS = 59207.407850 in /global/cfs/cdirs/desi/spectro/data/20201223/00069631/desi-00069631.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201223 69631  80622 59207.40785035\n",
+      "INFO: tile 80622 exposure 69632 has MJD-OBS = 59207.421005 in /global/cfs/cdirs/desi/spectro/data/20201223/00069632/desi-00069632.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20201223 69632  80622 59207.42100469\n",
+      "INFO: tile 80635 exposure 70543 has MJD-OBS = 59217.249417 in /global/cfs/cdirs/desi/spectro/data/20210102/00070543/desi-00070543.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD     \n",
+      "-------- ----- ------ -------------\n",
+      "20210102 70543  80635 59217.2494171\n",
+      "INFO: tile 80635 exposure 70544 has MJD-OBS = 59217.255461 in /global/cfs/cdirs/desi/spectro/data/20210102/00070544/desi-00070544.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210102 70544  80635 59217.25546107\n",
+      "INFO: tile 80635 exposure 70545 has MJD-OBS = 59217.261845 in /global/cfs/cdirs/desi/spectro/data/20210102/00070545/desi-00070545.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210102 70545  80635 59217.26184494\n",
+      "INFO: tile 80713 exposure 71721 has MJD-OBS = 59225.094667 in /global/cfs/cdirs/desi/spectro/data/20210110/00071721/desi-00071721.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210110 71721  80713 59225.094667134\n",
+      "INFO: tile 80713 exposure 71722 has MJD-OBS = 59225.107224 in /global/cfs/cdirs/desi/spectro/data/20210110/00071722/desi-00071722.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210110 71722  80713 59225.107223918\n",
+      "INFO: tile 80713 exposure 71723 has MJD-OBS = 59225.119826 in /global/cfs/cdirs/desi/spectro/data/20210110/00071723/desi-00071723.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210110 71723  80713 59225.119825769\n",
+      "INFO: tile 80670 exposure 71724 has MJD-OBS = 59225.134263 in /global/cfs/cdirs/desi/spectro/data/20210110/00071724/desi-00071724.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210110 71724  80670 59225.134262648\n",
+      "INFO: tile 80670 exposure 71870 has MJD-OBS = 59226.161130 in /global/cfs/cdirs/desi/spectro/data/20210111/00071870/desi-00071870.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210111 71870  80670 59226.161129722\n",
+      "INFO: tile 80715 exposure 72498 has MJD-OBS = 59230.164165 in /global/cfs/cdirs/desi/spectro/data/20210115/00072498/desi-00072498.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210115 72498  80715 59230.164164663\n",
+      "INFO: tile 80715 exposure 72499 has MJD-OBS = 59230.176755 in /global/cfs/cdirs/desi/spectro/data/20210115/00072499/desi-00072499.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210115 72499  80715 59230.176755043\n",
+      "INFO: tile 80715 exposure 72500 has MJD-OBS = 59230.189428 in /global/cfs/cdirs/desi/spectro/data/20210115/00072500/desi-00072500.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD     \n",
+      "-------- ----- ------ -------------\n",
+      "20210115 72500  80715 59230.1894283\n",
+      "INFO: tile 80687 exposure 75823 has MJD-OBS = 59260.123180 in /global/cfs/cdirs/desi/spectro/data/20210214/00075823/desi-00075823.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210214 75823  80687 59260.12318035\n",
+      "INFO: tile 80687 exposure 75824 has MJD-OBS = 59260.132294 in /global/cfs/cdirs/desi/spectro/data/20210214/00075824/desi-00075824.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75824  80687 59260.132294067\n",
+      "INFO: tile 80687 exposure 75825 has MJD-OBS = 59260.141440 in /global/cfs/cdirs/desi/spectro/data/20210214/00075825/desi-00075825.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75825  80687 59260.141440081\n",
+      "INFO: tile 80687 exposure 75826 has MJD-OBS = 59260.150494 in /global/cfs/cdirs/desi/spectro/data/20210214/00075826/desi-00075826.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75826  80687 59260.150493743\n",
+      "INFO: tile 80687 exposure 75827 has MJD-OBS = 59260.159721 in /global/cfs/cdirs/desi/spectro/data/20210214/00075827/desi-00075827.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75827  80687 59260.159721426\n",
+      "INFO: tile 80687 exposure 75828 has MJD-OBS = 59260.168634 in /global/cfs/cdirs/desi/spectro/data/20210214/00075828/desi-00075828.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75828  80687 59260.168633955\n",
+      "INFO: tile 80687 exposure 75829 has MJD-OBS = 59260.177738 in /global/cfs/cdirs/desi/spectro/data/20210214/00075829/desi-00075829.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75829  80687 59260.177738254\n",
+      "INFO: tile 80687 exposure 75830 has MJD-OBS = 59260.186794 in /global/cfs/cdirs/desi/spectro/data/20210214/00075830/desi-00075830.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75830  80687 59260.186793903\n",
+      "INFO: tile 80687 exposure 75831 has MJD-OBS = 59260.196030 in /global/cfs/cdirs/desi/spectro/data/20210214/00075831/desi-00075831.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75831  80687 59260.196030128\n",
+      "INFO: tile 80687 exposure 75832 has MJD-OBS = 59260.204947 in /global/cfs/cdirs/desi/spectro/data/20210214/00075832/desi-00075832.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75832  80687 59260.204947223\n",
+      "INFO: tile 80687 exposure 75835 has MJD-OBS = 59260.218992 in /global/cfs/cdirs/desi/spectro/data/20210214/00075835/desi-00075835.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75835  80687 59260.218992112\n",
+      "INFO: tile 80687 exposure 75836 has MJD-OBS = 59260.228327 in /global/cfs/cdirs/desi/spectro/data/20210214/00075836/desi-00075836.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210214 75836  80687 59260.22832683\n",
+      "INFO: tile 80708 exposure 75868 has MJD-OBS = 59260.515382 in /global/cfs/cdirs/desi/spectro/data/20210214/00075868/desi-00075868.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210214 75868  80708 59260.51538167\n",
+      "INFO: tile 80708 exposure 75869 has MJD-OBS = 59260.524510 in /global/cfs/cdirs/desi/spectro/data/20210214/00075869/desi-00075869.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75869  80708 59260.524510298\n",
+      "INFO: tile 80708 exposure 75870 has MJD-OBS = 59260.533663 in /global/cfs/cdirs/desi/spectro/data/20210214/00075870/desi-00075870.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75870  80708 59260.533663345\n",
+      "INFO: tile 80733 exposure 75873 has MJD-OBS = 59260.550852 in /global/cfs/cdirs/desi/spectro/data/20210214/00075873/desi-00075873.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75873  80733 59260.550852082\n",
+      "INFO: tile 80733 exposure 75874 has MJD-OBS = 59260.556760 in /global/cfs/cdirs/desi/spectro/data/20210214/00075874/desi-00075874.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210214 75874  80733 59260.556760477\n",
+      "INFO: tile 80769 exposure 76926 has MJD-OBS = 59265.098968 in /global/cfs/cdirs/desi/spectro/data/20210219/00076926/desi-00076926.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210219 76926  80769 59265.098968318\n",
+      "INFO: tile 80769 exposure 76949 has MJD-OBS = 59265.126700 in /global/cfs/cdirs/desi/spectro/data/20210219/00076949/desi-00076949.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210219 76949  80769 59265.126700093\n",
+      "INFO: tile 80769 exposure 76952 has MJD-OBS = 59265.132660 in /global/cfs/cdirs/desi/spectro/data/20210219/00076952/desi-00076952.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210219 76952  80769 59265.132659945\n",
+      "INFO: tile 80816 exposure 77753 has MJD-OBS = 59269.256470 in /global/cfs/cdirs/desi/spectro/data/20210223/00077753/desi-00077753.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210223 77753  80816 59269.256470218\n",
+      "INFO: tile 80662 exposure 77926 has MJD-OBS = 59270.253469 in /global/cfs/cdirs/desi/spectro/data/20210224/00077926/desi-00077926.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210224 77926  80662 59270.253469231\n",
+      "INFO: tile 80662 exposure 77929 has MJD-OBS = 59270.272156 in /global/cfs/cdirs/desi/spectro/data/20210224/00077929/desi-00077929.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210224 77929  80662 59270.272156213\n",
+      "INFO: tile 80639 exposure 79046 has MJD-OBS = 59274.186137 in /global/cfs/cdirs/desi/spectro/data/20210228/00079046/desi-00079046.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79046  80639 59274.186137438\n",
+      "INFO: tile 80722 exposure 79058 has MJD-OBS = 59274.230862 in /global/cfs/cdirs/desi/spectro/data/20210228/00079058/desi-00079058.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79058  80722 59274.230862343\n",
+      "INFO: tile 80722 exposure 79060 has MJD-OBS = 59274.264118 in /global/cfs/cdirs/desi/spectro/data/20210228/00079060/desi-00079060.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79060  80722 59274.264117823\n",
+      "INFO: tile 80722 exposure 79061 has MJD-OBS = 59274.272239 in /global/cfs/cdirs/desi/spectro/data/20210228/00079061/desi-00079061.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79061  80722 59274.272238992\n",
+      "INFO: tile 80722 exposure 79062 has MJD-OBS = 59274.277943 in /global/cfs/cdirs/desi/spectro/data/20210228/00079062/desi-00079062.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79062  80722 59274.277943426\n",
+      "INFO: tile 80741 exposure 79066 has MJD-OBS = 59274.328710 in /global/cfs/cdirs/desi/spectro/data/20210228/00079066/desi-00079066.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79066  80741 59274.328709963\n",
+      "INFO: tile 80741 exposure 79067 has MJD-OBS = 59274.343822 in /global/cfs/cdirs/desi/spectro/data/20210228/00079067/desi-00079067.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210228 79067  80741 59274.34382233\n",
+      "INFO: tile 80741 exposure 79068 has MJD-OBS = 59274.358837 in /global/cfs/cdirs/desi/spectro/data/20210228/00079068/desi-00079068.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79068  80741 59274.358837452\n",
+      "INFO: tile 80740 exposure 79069 has MJD-OBS = 59274.374192 in /global/cfs/cdirs/desi/spectro/data/20210228/00079069/desi-00079069.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79069  80740 59274.374191986\n",
+      "INFO: tile 80740 exposure 79070 has MJD-OBS = 59274.390114 in /global/cfs/cdirs/desi/spectro/data/20210228/00079070/desi-00079070.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79070  80740 59274.390114169\n",
+      "INFO: tile 80726 exposure 79072 has MJD-OBS = 59274.408621 in /global/cfs/cdirs/desi/spectro/data/20210228/00079072/desi-00079072.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79072  80726 59274.408620889\n",
+      "INFO: tile 80726 exposure 79073 has MJD-OBS = 59274.423888 in /global/cfs/cdirs/desi/spectro/data/20210228/00079073/desi-00079073.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79073  80726 59274.423888115\n",
+      "INFO: tile 80726 exposure 79074 has MJD-OBS = 59274.439179 in /global/cfs/cdirs/desi/spectro/data/20210228/00079074/desi-00079074.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210228 79074  80726 59274.439178527\n",
+      "INFO: tile 80721 exposure 79741 has MJD-OBS = 59282.176876 in /global/cfs/cdirs/desi/spectro/data/20210308/00079741/desi-00079741.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210308 79741  80721 59282.176876234\n",
+      "INFO: tile 80721 exposure 79749 has MJD-OBS = 59282.207467 in /global/cfs/cdirs/desi/spectro/data/20210308/00079749/desi-00079749.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210308 79749  80721 59282.207466672\n",
+      "INFO: tile 80722 exposure 80474 has MJD-OBS = 59288.188474 in /global/cfs/cdirs/desi/spectro/data/20210314/00080474/desi-00080474.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210314 80474  80722 59288.188474374\n",
+      "INFO: tile 80871 exposure 80481 has MJD-OBS = 59288.216706 in /global/cfs/cdirs/desi/spectro/data/20210314/00080481/desi-00080481.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210314 80481  80871 59288.216706308\n",
+      "INFO: tile 80702 exposure 81201 has MJD-OBS = 59294.236517 in /global/cfs/cdirs/desi/spectro/data/20210320/00081201/desi-00081201.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210320 81201  80702 59294.236516598\n",
+      "INFO: tile 80742 exposure 81356 has MJD-OBS = 59295.108323 in /global/cfs/cdirs/desi/spectro/data/20210321/00081356/desi-00081356.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210321 81356  80742 59295.108323264\n",
+      "INFO: tile 80916 exposure 81471 has MJD-OBS = 59296.117864 in /global/cfs/cdirs/desi/spectro/data/20210322/00081471/desi-00081471.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210322 81471  80916 59296.117863884\n",
+      "INFO: tile 80916 exposure 81478 has MJD-OBS = 59296.147124 in /global/cfs/cdirs/desi/spectro/data/20210322/00081478/desi-00081478.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210322 81478  80916 59296.147124245\n",
+      "INFO: tile 80916 exposure 81508 has MJD-OBS = 59296.281297 in /global/cfs/cdirs/desi/spectro/data/20210322/00081508/desi-00081508.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210322 81508  80916 59296.281297302\n",
+      "INFO: tile 80621 exposure 83414 has MJD-OBS = 59309.140932 in /global/cfs/cdirs/desi/spectro/data/20210404/00083414/desi-00083414.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210404 83414  80621 59309.140931599\n",
+      "INFO: tile 80621 exposure 83415 has MJD-OBS = 59309.154354 in /global/cfs/cdirs/desi/spectro/data/20210404/00083415/desi-00083415.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210404 83415  80621 59309.154353633\n",
+      "INFO: tile 80871 exposure 83976 has MJD-OBS = 59313.215656 in /global/cfs/cdirs/desi/spectro/data/20210408/00083976/desi-00083976.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210408 83976  80871 59313.215655974\n",
+      "INFO: tile 88 exposure 85616 has MJD-OBS = 59325.179788 in /global/cfs/cdirs/desi/spectro/data/20210420/00085616/desi-00085616.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210420 85616     88 59325.179788298\n",
+      "INFO: tile 80916 exposure 85983 has MJD-OBS = 59327.145040 in /global/cfs/cdirs/desi/spectro/data/20210422/00085983/desi-00085983.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210422 85983  80916 59327.145039662\n",
+      "INFO: tile 82052 exposure 86134 has MJD-OBS = 59328.228283 in /global/cfs/cdirs/desi/spectro/data/20210423/00086134/desi-00086134.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210423 86134  82052 59328.228283382\n",
+      "INFO: tile 82065 exposure 86150 has MJD-OBS = 59328.340232 in /global/cfs/cdirs/desi/spectro/data/20210423/00086150/desi-00086150.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210423 86150  82065 59328.34023238\n",
+      "INFO: tile 82026 exposure 86164 has MJD-OBS = 59328.431506 in /global/cfs/cdirs/desi/spectro/data/20210423/00086164/desi-00086164.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210423 86164  82026 59328.431505944\n",
+      "INFO: tile 82039 exposure 86271 has MJD-OBS = 59329.414145 in /global/cfs/cdirs/desi/spectro/data/20210424/00086271/desi-00086271.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210424 86271  82039 59329.414145131\n",
+      "INFO: tile 81096 exposure 86615 has MJD-OBS = 59334.232449 in /global/cfs/cdirs/desi/spectro/data/20210429/00086615/desi-00086615.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210429 86615  81096 59334.232448542\n",
+      "INFO: tile 82039 exposure 86628 has MJD-OBS = 59334.426929 in /global/cfs/cdirs/desi/spectro/data/20210429/00086628/desi-00086628.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210429 86628  82039 59334.426928885\n",
+      "INFO: tile 82039 exposure 90251 has MJD-OBS = 59364.411164 in /global/cfs/cdirs/desi/spectro/data/20210529/00090251/desi-00090251.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210529 90251  82039 59364.411163769\n",
+      "INFO: tile 2704 exposure 96355 has MJD-OBS = 59393.181737 in /global/cfs/cdirs/desi/spectro/data/20210627/00096355/desi-00096355.fits.fz!\n",
+      " NIGHT   EXPID TILEID      MJD      \n",
+      "-------- ----- ------ --------------\n",
+      "20210627 96355   2704 59393.18173717\n",
+      "INFO: tile 2786 exposure 96360 has MJD-OBS = 59393.240284 in /global/cfs/cdirs/desi/spectro/data/20210627/00096360/desi-00096360.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210627 96360   2786 59393.240284236\n",
+      "INFO: tile 20307 exposure 97854 has MJD-OBS = 59403.475127 in /global/cfs/cdirs/desi/spectro/data/20210707/00097854/desi-00097854.fits.fz!\n",
+      " NIGHT   EXPID TILEID       MJD      \n",
+      "-------- ----- ------ ---------------\n",
+      "20210707 97854  20307 59403.475127378\n"
+     ]
+    }
+   ],
+   "source": [
+    "missing_mjd = np.where((daily_exposures_patched['NIGHT'] >= first_jura_night) & (daily_exposures_patched['EFFTIME_SPEC'] > 0) & (daily_exposures_patched['MJD'] < 50000))[0]\n",
+    "for row in daily_exposures_patched[missing_mjd]:\n",
+    "    raw_data_file = os.path.join(os.environ['DESI_SPECTRO_DATA'], \"{0:08d}\".format(row['NIGHT']), \"{0:08d}\".format(row['EXPID']), \"desi-{0:08d}.fits.fz\".format(row['EXPID']))\n",
+    "    with fits.open(raw_data_file, mode='readonly') as hdulist:\n",
+    "        mjd_obs = hdulist['SPEC'].header['MJD-OBS']\n",
+    "    print(\"INFO: tile {0:d} exposure {1:d} has MJD-OBS = {2:f} in {3}!\".format(row['TILEID'], row['EXPID'], mjd_obs, raw_data_file))\n",
+    "    w = np.where(daily_exposures_patched['EXPID'] == row['EXPID'])[0]\n",
+    "    assert len(w) == 1\n",
+    "    daily_exposures_patched['MJD'][w] = mjd_obs\n",
+    "    print(daily_exposures_patched[w][['NIGHT', 'EXPID', 'TILEID', 'MJD']])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "fdc2baa0-8cd9-4fbf-8c5f-ec83a931a72b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><i>Table length=0</i>\n",
+       "<table id=\"table139797482606352\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<thead><tr><th>NIGHT</th><th>EXPID</th><th>TILEID</th><th>TILERA</th><th>TILEDEC</th><th>MJD</th><th>SURVEY</th><th>PROGRAM</th><th>FAPRGRM</th><th>FAFLAVOR</th><th>EXPTIME</th><th>EFFTIME_SPEC</th><th>GOALTIME</th><th>GOALTYPE</th><th>MINTFRAC</th><th>AIRMASS</th><th>EBV</th><th>SEEING_ETC</th><th>EFFTIME_ETC</th><th>TSNR2_ELG</th><th>TSNR2_QSO</th><th>TSNR2_LRG</th><th>TSNR2_LYA</th><th>TSNR2_BGS</th><th>TSNR2_GPBDARK</th><th>TSNR2_GPBBRIGHT</th><th>TSNR2_GPBBACKUP</th><th>LRG_EFFTIME_DARK</th><th>ELG_EFFTIME_DARK</th><th>BGS_EFFTIME_BRIGHT</th><th>LYA_EFFTIME_DARK</th><th>GPB_EFFTIME_DARK</th><th>GPB_EFFTIME_BRIGHT</th><th>GPB_EFFTIME_BACKUP</th><th>TRANSPARENCY_GFA</th><th>SEEING_GFA</th><th>FIBER_FRACFLUX_GFA</th><th>FIBER_FRACFLUX_ELG_GFA</th><th>FIBER_FRACFLUX_BGS_GFA</th><th>FIBERFAC_GFA</th><th>FIBERFAC_ELG_GFA</th><th>FIBERFAC_BGS_GFA</th><th>AIRMASS_GFA</th><th>SKY_MAG_AB_GFA</th><th>SKY_MAG_G_SPEC</th><th>SKY_MAG_R_SPEC</th><th>SKY_MAG_Z_SPEC</th><th>EFFTIME_GFA</th><th>EFFTIME_DARK_GFA</th><th>EFFTIME_BRIGHT_GFA</th><th>EFFTIME_BACKUP_GFA</th></tr></thead>\n",
+       "<thead><tr><th>int32</th><th>int32</th><th>int32</th><th>float64</th><th>float64</th><th>float64</th><th>bytes7</th><th>bytes6</th><th>bytes19</th><th>bytes19</th><th>float64</th><th>float64</th><th>float64</th><th>bytes7</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
+       "</table></div>"
+      ],
+      "text/plain": [
+       "<Table length=0>\n",
+       "NIGHT EXPID TILEID ... EFFTIME_DARK_GFA EFFTIME_BRIGHT_GFA EFFTIME_BACKUP_GFA\n",
+       "int32 int32 int32  ...     float64           float64            float64      \n",
+       "----- ----- ------ ... ---------------- ------------------ ------------------"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "still_missing_mjd = np.where((daily_exposures_patched['NIGHT'] >= first_jura_night) & (daily_exposures_patched['EFFTIME_SPEC'] > 0) & (daily_exposures_patched['MJD'] < 50000))[0]\n",
+    "daily_exposures_patched[still_missing_mjd]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "f708faa2-36c4-4b2d-9a93-1c5b76b415d1",
@@ -506,7 +1014,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 25,
    "id": "76fd512d-ee77-4e0f-b6c1-3ba5eb5d77c0",
    "metadata": {
     "tags": []
@@ -519,7 +1027,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 26,
    "id": "7ccd960a-249f-4ea8-8e63-12ebc4aed7ec",
    "metadata": {},
    "outputs": [],
@@ -533,7 +1041,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 27,
    "id": "b36035cf-598f-4027-a9cd-a6fb0bb49d99",
    "metadata": {},
    "outputs": [],
@@ -545,69 +1053,69 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 28,
    "id": "86da04ea-06f1-4a8c-8b8e-eace0d0f286e",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "<div><i>Table length=15264</i>\n",
-       "<table id=\"table139975048885728\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<div><i>Table length=15328</i>\n",
+       "<table id=\"table139798602268288\" class=\"table-striped table-bordered table-condensed\">\n",
        "<thead><tr><th>TILEID</th><th>LASTNIGHT</th><th>EFFTIME_SPEC</th><th>DAILY_INDEX</th><th>JURA_INDEX</th></tr></thead>\n",
        "<thead><tr><th>int64</th><th>int64</th><th>float64</th><th>int64</th><th>int64</th></tr></thead>\n",
        "<tr><td>1</td><td>20210406</td><td>1646.8</td><td>415</td><td>202</td></tr>\n",
-       "<tr><td>2</td><td>20210407</td><td>1331.7</td><td>446</td><td>230</td></tr>\n",
-       "<tr><td>3</td><td>20210409</td><td>1424.4</td><td>482</td><td>267</td></tr>\n",
-       "<tr><td>4</td><td>20210410</td><td>1459.8</td><td>498</td><td>292</td></tr>\n",
-       "<tr><td>5</td><td>20210412</td><td>1372.6</td><td>530</td><td>321</td></tr>\n",
-       "<tr><td>6</td><td>20210417</td><td>1507.4</td><td>613</td><td>400</td></tr>\n",
-       "<tr><td>7</td><td>20210429</td><td>1325.9</td><td>739</td><td>476</td></tr>\n",
-       "<tr><td>8</td><td>20210430</td><td>1635.7</td><td>765</td><td>486</td></tr>\n",
-       "<tr><td>9</td><td>20210502</td><td>1342.7</td><td>789</td><td>513</td></tr>\n",
-       "<tr><td>10</td><td>20210503</td><td>1336.9</td><td>809</td><td>532</td></tr>\n",
+       "<tr><td>2</td><td>20210407</td><td>1331.7</td><td>460</td><td>230</td></tr>\n",
+       "<tr><td>3</td><td>20210409</td><td>1424.4</td><td>479</td><td>267</td></tr>\n",
+       "<tr><td>4</td><td>20210410</td><td>1459.8</td><td>511</td><td>292</td></tr>\n",
+       "<tr><td>5</td><td>20210412</td><td>1372.6</td><td>527</td><td>321</td></tr>\n",
+       "<tr><td>6</td><td>20210417</td><td>1507.4</td><td>611</td><td>400</td></tr>\n",
+       "<tr><td>7</td><td>20210429</td><td>1325.9</td><td>736</td><td>476</td></tr>\n",
+       "<tr><td>8</td><td>20210430</td><td>1635.7</td><td>748</td><td>486</td></tr>\n",
+       "<tr><td>9</td><td>20210502</td><td>1342.7</td><td>780</td><td>513</td></tr>\n",
+       "<tr><td>10</td><td>20210503</td><td>1336.9</td><td>800</td><td>532</td></tr>\n",
        "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
-       "<tr><td>83464</td><td>20240313</td><td>1099.3</td><td>14357</td><td>13833</td></tr>\n",
-       "<tr><td>83465</td><td>20240313</td><td>1018.2</td><td>14360</td><td>13832</td></tr>\n",
-       "<tr><td>83466</td><td>20240313</td><td>952.8</td><td>14361</td><td>13838</td></tr>\n",
-       "<tr><td>83467</td><td>20240313</td><td>1002.9</td><td>14354</td><td>13847</td></tr>\n",
-       "<tr><td>83468</td><td>20240313</td><td>1024.7</td><td>14346</td><td>13839</td></tr>\n",
-       "<tr><td>83472</td><td>20240607</td><td>1005.1</td><td>14804</td><td>--</td></tr>\n",
-       "<tr><td>83473</td><td>20240611</td><td>578.5</td><td>14899</td><td>--</td></tr>\n",
-       "<tr><td>83476</td><td>20240712</td><td>1043.7</td><td>15190</td><td>--</td></tr>\n",
-       "<tr><td>83477</td><td>20240712</td><td>1012.9</td><td>15186</td><td>--</td></tr>\n",
-       "<tr><td>83478</td><td>20240712</td><td>980.2</td><td>15174</td><td>--</td></tr>\n",
+       "<tr><td>83464</td><td>20240313</td><td>1099.3</td><td>14347</td><td>13833</td></tr>\n",
+       "<tr><td>83465</td><td>20240313</td><td>1018.2</td><td>14346</td><td>13832</td></tr>\n",
+       "<tr><td>83466</td><td>20240313</td><td>952.8</td><td>14350</td><td>13838</td></tr>\n",
+       "<tr><td>83467</td><td>20240313</td><td>1002.9</td><td>14359</td><td>13847</td></tr>\n",
+       "<tr><td>83468</td><td>20240313</td><td>1024.7</td><td>14354</td><td>13839</td></tr>\n",
+       "<tr><td>83472</td><td>20240607</td><td>1005.1</td><td>14814</td><td>--</td></tr>\n",
+       "<tr><td>83473</td><td>20240611</td><td>578.5</td><td>14891</td><td>--</td></tr>\n",
+       "<tr><td>83476</td><td>20240712</td><td>1043.7</td><td>15173</td><td>--</td></tr>\n",
+       "<tr><td>83477</td><td>20240712</td><td>1012.9</td><td>15168</td><td>--</td></tr>\n",
+       "<tr><td>83478</td><td>20240712</td><td>980.2</td><td>15180</td><td>--</td></tr>\n",
        "</table></div>"
       ],
       "text/plain": [
-       "<Table length=15264>\n",
+       "<Table length=15328>\n",
        "TILEID LASTNIGHT EFFTIME_SPEC DAILY_INDEX JURA_INDEX\n",
        "int64    int64     float64       int64      int64   \n",
        "------ --------- ------------ ----------- ----------\n",
        "     1  20210406       1646.8         415        202\n",
-       "     2  20210407       1331.7         446        230\n",
-       "     3  20210409       1424.4         482        267\n",
-       "     4  20210410       1459.8         498        292\n",
-       "     5  20210412       1372.6         530        321\n",
-       "     6  20210417       1507.4         613        400\n",
-       "     7  20210429       1325.9         739        476\n",
-       "     8  20210430       1635.7         765        486\n",
-       "     9  20210502       1342.7         789        513\n",
-       "    10  20210503       1336.9         809        532\n",
+       "     2  20210407       1331.7         460        230\n",
+       "     3  20210409       1424.4         479        267\n",
+       "     4  20210410       1459.8         511        292\n",
+       "     5  20210412       1372.6         527        321\n",
+       "     6  20210417       1507.4         611        400\n",
+       "     7  20210429       1325.9         736        476\n",
+       "     8  20210430       1635.7         748        486\n",
+       "     9  20210502       1342.7         780        513\n",
+       "    10  20210503       1336.9         800        532\n",
        "   ...       ...          ...         ...        ...\n",
-       " 83464  20240313       1099.3       14357      13833\n",
-       " 83465  20240313       1018.2       14360      13832\n",
-       " 83466  20240313        952.8       14361      13838\n",
-       " 83467  20240313       1002.9       14354      13847\n",
-       " 83468  20240313       1024.7       14346      13839\n",
-       " 83472  20240607       1005.1       14804         --\n",
-       " 83473  20240611        578.5       14899         --\n",
-       " 83476  20240712       1043.7       15190         --\n",
-       " 83477  20240712       1012.9       15186         --\n",
-       " 83478  20240712        980.2       15174         --"
+       " 83464  20240313       1099.3       14347      13833\n",
+       " 83465  20240313       1018.2       14346      13832\n",
+       " 83466  20240313        952.8       14350      13838\n",
+       " 83467  20240313       1002.9       14359      13847\n",
+       " 83468  20240313       1024.7       14354      13839\n",
+       " 83472  20240607       1005.1       14814         --\n",
+       " 83473  20240611        578.5       14891         --\n",
+       " 83476  20240712       1043.7       15173         --\n",
+       " 83477  20240712       1012.9       15168         --\n",
+       " 83478  20240712        980.2       15180         --"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 28,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -619,7 +1127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 29,
    "id": "643b68a1-59b6-4030-a24a-04971f17b3c7",
    "metadata": {},
    "outputs": [],
@@ -631,7 +1139,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 30,
    "id": "070845fe-0ce6-4e1f-b7f6-da172c26da8a",
    "metadata": {
     "tags": []
@@ -640,8 +1148,8 @@
     {
      "data": {
       "text/html": [
-       "<div><i>Table length=15264</i>\n",
-       "<table id=\"table139974194721936\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<div><i>Table length=15328</i>\n",
+       "<table id=\"table139797746391632\" class=\"table-striped table-bordered table-condensed\">\n",
        "<thead><tr><th>TILEID</th><th>SURVEY</th><th>PROGRAM</th><th>FAPRGRM</th><th>FAFLAVOR</th><th>NEXP</th><th>EXPTIME</th><th>TILERA</th><th>TILEDEC</th><th>EFFTIME_ETC</th><th>EFFTIME_SPEC</th><th>EFFTIME_GFA</th><th>GOALTIME</th><th>OBSSTATUS</th><th>LRG_EFFTIME_DARK</th><th>ELG_EFFTIME_DARK</th><th>BGS_EFFTIME_BRIGHT</th><th>LYA_EFFTIME_DARK</th><th>GOALTYPE</th><th>MINTFRAC</th><th>LASTNIGHT</th></tr></thead>\n",
        "<thead><tr><th>int64</th><th>str7</th><th>str6</th><th>str16</th><th>str19</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str8</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str7</th><th>float64</th><th>int64</th></tr></thead>\n",
        "<tr><td>70004</td><td>unknown</td><td>--</td><td>unknown</td><td>unknown</td><td>4</td><td>3600.0</td><td>116.0</td><td>20.7</td><td>0.0</td><td>3619.8</td><td>0.0</td><td>1000.0</td><td>obsend</td><td>3470.8</td><td>3619.8</td><td>3784.0</td><td>3056.6</td><td>unknown</td><td>0.9</td><td>20200219</td></tr>\n",
@@ -653,22 +1161,22 @@
        "<tr><td>70513</td><td>unknown</td><td>--</td><td>unknown</td><td>unknown</td><td>13</td><td>2220.0</td><td>133.42</td><td>11.65</td><td>0.0</td><td>3.7</td><td>0.0</td><td>1000.0</td><td>obsstart</td><td>3.4</td><td>3.7</td><td>3.5</td><td>2.5</td><td>unknown</td><td>0.9</td><td>20200229</td></tr>\n",
        "<tr><td>70500</td><td>unknown</td><td>--</td><td>unknown</td><td>unknown</td><td>14</td><td>7000.0</td><td>119.0</td><td>50.0</td><td>0.0</td><td>1389.0</td><td>0.0</td><td>1000.0</td><td>obsend</td><td>1145.4</td><td>1389.0</td><td>1160.5</td><td>770.4</td><td>unknown</td><td>0.9</td><td>20200303</td></tr>\n",
        "<tr><td>70005</td><td>unknown</td><td>--</td><td>unknown</td><td>unknown</td><td>17</td><td>13500.0</td><td>158.0</td><td>25.0</td><td>0.0</td><td>8463.1</td><td>0.0</td><td>1000.0</td><td>obsend</td><td>8088.5</td><td>8463.1</td><td>8858.6</td><td>9174.7</td><td>unknown</td><td>0.9</td><td>20200303</td></tr>\n",
-       "<tr><td>70510</td><td>unknown</td><td>--</td><td>unknown</td><td>unknown</td><td>74</td><td>7596.1</td><td>195.0</td><td>29.0</td><td>0.0</td><td>2218.6</td><td>0.0</td><td>1000.0</td><td>obsend</td><td>1904.1</td><td>2218.6</td><td>1947.6</td><td>1117.0</td><td>unknown</td><td>0.9</td><td>20200304</td></tr>\n",
+       "<tr><td>70003</td><td>unknown</td><td>--</td><td>unknown</td><td>unknown</td><td>28</td><td>21670.0</td><td>214.75</td><td>53.4</td><td>0.0</td><td>18263.6</td><td>0.0</td><td>1000.0</td><td>obsend</td><td>17933.3</td><td>18263.6</td><td>19393.3</td><td>17007.0</td><td>unknown</td><td>0.9</td><td>20200304</td></tr>\n",
        "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
-       "<tr><td>9329</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>911.2</td><td>270.753</td><td>59.552</td><td>1074.0</td><td>964.2</td><td>1131.4</td><td>1000.0</td><td>obsend</td><td>964.2</td><td>904.5</td><td>951.0</td><td>1188.6</td><td>dark</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>10912</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>2</td><td>1389.9</td><td>340.846</td><td>-8.388</td><td>1104.8</td><td>1006.5</td><td>1111.8</td><td>1000.0</td><td>obsend</td><td>1006.5</td><td>986.9</td><td>1043.2</td><td>971.1</td><td>dark</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>10917</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1122.8</td><td>345.522</td><td>-11.76</td><td>1046.2</td><td>1011.7</td><td>1153.0</td><td>1000.0</td><td>obsend</td><td>1011.7</td><td>993.9</td><td>1027.2</td><td>1190.6</td><td>dark</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>20144</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>2</td><td>800.8</td><td>7.987</td><td>-6.88</td><td>218.0</td><td>240.3</td><td>252.2</td><td>180.0</td><td>obsend</td><td>221.3</td><td>230.7</td><td>240.3</td><td>145.6</td><td>bright</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>24856</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>1</td><td>538.8</td><td>8.613</td><td>-10.669</td><td>130.6</td><td>162.5</td><td>165.0</td><td>180.0</td><td>obsend</td><td>144.3</td><td>171.3</td><td>162.5</td><td>84.1</td><td>bright</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>24866</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>1</td><td>364.5</td><td>3.83</td><td>-7.012</td><td>218.8</td><td>232.4</td><td>249.8</td><td>180.0</td><td>obsend</td><td>215.6</td><td>215.7</td><td>232.4</td><td>178.3</td><td>bright</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>1506</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1058.8</td><td>288.844</td><td>63.378</td><td>1051.8</td><td>999.1</td><td>1152.4</td><td>1000.0</td><td>obsend</td><td>999.1</td><td>953.0</td><td>978.9</td><td>1077.7</td><td>dark</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>4893</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>754.9</td><td>255.323</td><td>38.954</td><td>1080.3</td><td>1014.8</td><td>1156.5</td><td>1000.0</td><td>obsend</td><td>1014.8</td><td>956.0</td><td>997.6</td><td>1504.7</td><td>dark</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>26702</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>1</td><td>592.1</td><td>255.527</td><td>8.123</td><td>207.6</td><td>233.2</td><td>261.7</td><td>180.0</td><td>obsend</td><td>220.4</td><td>216.3</td><td>233.2</td><td>164.8</td><td>bright</td><td>0.85</td><td>20240730</td></tr>\n",
-       "<tr><td>26707</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>1</td><td>598.8</td><td>253.242</td><td>2.276</td><td>192.8</td><td>205.3</td><td>230.7</td><td>180.0</td><td>obsend</td><td>184.3</td><td>196.3</td><td>205.3</td><td>160.0</td><td>bright</td><td>0.85</td><td>20240730</td></tr>\n",
+       "<tr><td>10051</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1018.9</td><td>350.635</td><td>20.862</td><td>1018.5</td><td>1052.0</td><td>1271.0</td><td>1000.0</td><td>obsend</td><td>1052.0</td><td>1025.3</td><td>1030.0</td><td>1159.2</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>2257</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1030.0</td><td>358.616</td><td>14.519</td><td>1015.0</td><td>1091.4</td><td>1139.8</td><td>1000.0</td><td>obsend</td><td>1091.4</td><td>1056.8</td><td>1094.0</td><td>1422.1</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>3815</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1345.6</td><td>347.364</td><td>18.412</td><td>1007.2</td><td>1127.6</td><td>1078.5</td><td>1000.0</td><td>obsend</td><td>1127.6</td><td>1127.2</td><td>1084.1</td><td>1069.0</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>1852</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1351.9</td><td>318.47</td><td>11.652</td><td>1006.3</td><td>1008.8</td><td>1114.6</td><td>1000.0</td><td>obsend</td><td>1008.8</td><td>972.9</td><td>1008.9</td><td>1119.8</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>8071</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1129.5</td><td>334.91</td><td>10.101</td><td>1009.5</td><td>1017.7</td><td>1105.4</td><td>1000.0</td><td>obsend</td><td>1017.7</td><td>984.0</td><td>1011.6</td><td>1179.8</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>2238</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>1259.9</td><td>354.076</td><td>18.235</td><td>1009.4</td><td>1063.5</td><td>1128.4</td><td>1000.0</td><td>obsend</td><td>1063.5</td><td>1051.7</td><td>1060.1</td><td>1292.7</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>3623</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>1</td><td>815.1</td><td>8.037</td><td>15.235</td><td>697.6</td><td>709.8</td><td>760.1</td><td>1000.0</td><td>obsstart</td><td>709.8</td><td>697.2</td><td>719.5</td><td>714.3</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>41072</td><td>main</td><td>backup</td><td>backup</td><td>mainbackup</td><td>4</td><td>2439.7</td><td>267.182</td><td>0.519</td><td>25.3</td><td>34.6</td><td>41.5</td><td>60.0</td><td>obsstart</td><td>48.8</td><td>59.3</td><td>49.1</td><td>6.0</td><td>backup</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>22564</td><td>main</td><td>bright</td><td>bright</td><td>mainbright</td><td>1</td><td>802.8</td><td>16.369</td><td>11.416</td><td>159.1</td><td>200.0</td><td>196.8</td><td>180.0</td><td>obsend</td><td>175.9</td><td>210.9</td><td>200.0</td><td>115.6</td><td>bright</td><td>0.85</td><td>20240811</td></tr>\n",
+       "<tr><td>7771</td><td>main</td><td>dark</td><td>dark</td><td>maindark</td><td>2</td><td>2131.0</td><td>272.365</td><td>72.439</td><td>969.4</td><td>998.1</td><td>1003.1</td><td>1000.0</td><td>obsend</td><td>998.1</td><td>956.4</td><td>1038.5</td><td>1178.9</td><td>dark</td><td>0.85</td><td>20240811</td></tr>\n",
        "</table></div>"
       ],
       "text/plain": [
-       "<Table length=15264>\n",
+       "<Table length=15328>\n",
        "TILEID  SURVEY PROGRAM FAPRGRM ... LYA_EFFTIME_DARK GOALTYPE MINTFRAC LASTNIGHT\n",
        "int64    str7    str6   str16  ...     float64        str7   float64    int64  \n",
        "------ ------- ------- ------- ... ---------------- -------- -------- ---------\n",
@@ -681,21 +1189,21 @@
        " 70513 unknown      -- unknown ...              2.5  unknown      0.9  20200229\n",
        " 70500 unknown      -- unknown ...            770.4  unknown      0.9  20200303\n",
        " 70005 unknown      -- unknown ...           9174.7  unknown      0.9  20200303\n",
-       " 70510 unknown      -- unknown ...           1117.0  unknown      0.9  20200304\n",
+       " 70003 unknown      -- unknown ...          17007.0  unknown      0.9  20200304\n",
        "   ...     ...     ...     ... ...              ...      ...      ...       ...\n",
-       "  9329    main    dark    dark ...           1188.6     dark     0.85  20240730\n",
-       " 10912    main    dark    dark ...            971.1     dark     0.85  20240730\n",
-       " 10917    main    dark    dark ...           1190.6     dark     0.85  20240730\n",
-       " 20144    main  bright  bright ...            145.6   bright     0.85  20240730\n",
-       " 24856    main  bright  bright ...             84.1   bright     0.85  20240730\n",
-       " 24866    main  bright  bright ...            178.3   bright     0.85  20240730\n",
-       "  1506    main    dark    dark ...           1077.7     dark     0.85  20240730\n",
-       "  4893    main    dark    dark ...           1504.7     dark     0.85  20240730\n",
-       " 26702    main  bright  bright ...            164.8   bright     0.85  20240730\n",
-       " 26707    main  bright  bright ...            160.0   bright     0.85  20240730"
+       " 10051    main    dark    dark ...           1159.2     dark     0.85  20240811\n",
+       "  2257    main    dark    dark ...           1422.1     dark     0.85  20240811\n",
+       "  3815    main    dark    dark ...           1069.0     dark     0.85  20240811\n",
+       "  1852    main    dark    dark ...           1119.8     dark     0.85  20240811\n",
+       "  8071    main    dark    dark ...           1179.8     dark     0.85  20240811\n",
+       "  2238    main    dark    dark ...           1292.7     dark     0.85  20240811\n",
+       "  3623    main    dark    dark ...            714.3     dark     0.85  20240811\n",
+       " 41072    main  backup  backup ...              6.0   backup     0.85  20240811\n",
+       " 22564    main  bright  bright ...            115.6   bright     0.85  20240811\n",
+       "  7771    main    dark    dark ...           1178.9     dark     0.85  20240811"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -704,11 +1212,87 @@
     "daily_tiles_patched = daily_tiles.copy()\n",
     "# for column in jura_tiles.colnames:\n",
     "# for column in ('TILEID', 'SURVEY', 'PROGRAM', 'FAPRGRM', 'FAFLAVOR', 'TILERA', 'TILEDEC', 'EFFTIME_ETC', 'EFFTIME_GFA', 'GOALTIME', 'GOALTYPE', 'MINTFRAC'):\n",
-    "for column in ('PROGRAM', 'GOALTYPE'):\n",
+    "for column in ('PROGRAM', ):\n",
     "    daily_tiles_patched[column][daily_tiles_index] = jura_tiles[column][jura_tiles_index]\n",
     "daily_tiles_patched"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "c1b5a089-6d1a-41f3-8af1-b60051af9f1f",
+   "metadata": {},
+   "source": [
+    "### After patching are there still missing data?\n",
+    "\n",
+    "Also does `GOALTYPE` actually need to be patched? Should we patch `EFFTIME_SPEC`?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "ebf610ad-ca54-4545-b001-f32f37cd3c9e",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><i>Table length=16</i>\n",
+       "<table id=\"table139798601004848\" class=\"table-striped table-bordered table-condensed\">\n",
+       "<thead><tr><th>TILEID</th><th>SURVEY</th><th>PROGRAM</th><th>FAPRGRM</th><th>FAFLAVOR</th><th>NEXP</th><th>EXPTIME</th><th>TILERA</th><th>TILEDEC</th><th>EFFTIME_ETC</th><th>EFFTIME_SPEC</th><th>EFFTIME_GFA</th><th>GOALTIME</th><th>OBSSTATUS</th><th>LRG_EFFTIME_DARK</th><th>ELG_EFFTIME_DARK</th><th>BGS_EFFTIME_BRIGHT</th><th>LYA_EFFTIME_DARK</th><th>GOALTYPE</th><th>MINTFRAC</th><th>LASTNIGHT</th></tr></thead>\n",
+       "<thead><tr><th>int64</th><th>str7</th><th>str6</th><th>str16</th><th>str19</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str8</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str7</th><th>float64</th><th>int64</th></tr></thead>\n",
+       "<tr><td>80713</td><td>sv1</td><td>--</td><td>m31</td><td>sv1m31</td><td>3</td><td>2700.2</td><td>10.17</td><td>41.38</td><td>0.0</td><td>758.6</td><td>771.8</td><td>1000.0</td><td>obsstart</td><td>727.8</td><td>758.6</td><td>789.8</td><td>645.0</td><td>unknown</td><td>0.9</td><td>20210110</td></tr>\n",
+       "<tr><td>80715</td><td>sv1</td><td>--</td><td>m31</td><td>sv1m31</td><td>3</td><td>2700.1</td><td>10.17</td><td>41.38</td><td>0.0</td><td>1906.8</td><td>1827.2</td><td>1000.0</td><td>obsend</td><td>1914.5</td><td>1906.8</td><td>2150.1</td><td>2216.6</td><td>unknown</td><td>0.9</td><td>20210115</td></tr>\n",
+       "<tr><td>80769</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>7</td><td>920.3</td><td>111.64</td><td>30.0</td><td>0.0</td><td>1.2</td><td>0.0</td><td>1000.0</td><td>obsstart</td><td>1.1</td><td>1.2</td><td>1.2</td><td>0.9</td><td>unknown</td><td>0.9</td><td>20210219</td></tr>\n",
+       "<tr><td>80816</td><td>cmx</td><td>--</td><td>dithprec</td><td>dithprec</td><td>3</td><td>540.2</td><td>99.0</td><td>66.0</td><td>0.0</td><td>14.1</td><td>45.2</td><td>1000.0</td><td>obsstart</td><td>11.4</td><td>14.1</td><td>11.6</td><td>6.8</td><td>unknown</td><td>0.9</td><td>20210223</td></tr>\n",
+       "<tr><td>80916</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>4</td><td>740.2</td><td>160.0</td><td>50.0</td><td>0.0</td><td>63.6</td><td>68.8</td><td>1000.0</td><td>obsstart</td><td>59.7</td><td>63.6</td><td>66.5</td><td>67.5</td><td>unknown</td><td>0.9</td><td>20210422</td></tr>\n",
+       "<tr><td>82026</td><td>unknown</td><td>--</td><td>dithprec</td><td>dithprec</td><td>1</td><td>200.1</td><td>251.2</td><td>50.4</td><td>0.0</td><td>73.1</td><td>59.4</td><td>1000.0</td><td>obsstart</td><td>67.5</td><td>73.1</td><td>72.7</td><td>64.4</td><td>unknown</td><td>0.9</td><td>20210423</td></tr>\n",
+       "<tr><td>82065</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>1</td><td>200.1</td><td>220.2</td><td>47.8</td><td>0.0</td><td>24.8</td><td>27.9</td><td>1000.0</td><td>obsstart</td><td>22.4</td><td>24.8</td><td>24.5</td><td>25.4</td><td>unknown</td><td>0.9</td><td>20210423</td></tr>\n",
+       "<tr><td>82052</td><td>unknown</td><td>--</td><td>dithfocus</td><td>dithfocus</td><td>1</td><td>200.1</td><td>190.0</td><td>49.5</td><td>0.0</td><td>30.1</td><td>17.3</td><td>1000.0</td><td>obsstart</td><td>25.4</td><td>30.1</td><td>26.1</td><td>14.9</td><td>unknown</td><td>0.9</td><td>20210423</td></tr>\n",
+       "<tr><td>81096</td><td>sv2</td><td>--</td><td>dark</td><td>sv2dark</td><td>1</td><td>1220.1</td><td>180.0</td><td>45.0</td><td>0.0</td><td>1193.2</td><td>973.8</td><td>1000.0</td><td>obsend</td><td>1111.7</td><td>1193.2</td><td>1234.4</td><td>1459.6</td><td>dark</td><td>0.9</td><td>20210429</td></tr>\n",
+       "<tr><td>82039</td><td>unknown</td><td>--</td><td>dithprec</td><td>dithprec</td><td>3</td><td>580.2</td><td>279.0</td><td>50.0</td><td>0.0</td><td>159.6</td><td>131.6</td><td>1000.0</td><td>obsstart</td><td>149.0</td><td>159.6</td><td>158.6</td><td>105.8</td><td>unknown</td><td>0.9</td><td>20210529</td></tr>\n",
+       "<tr><td>2704</td><td>main</td><td>--</td><td>dark</td><td>maindark</td><td>1</td><td>821.0</td><td>222.897</td><td>4.905</td><td>467.1</td><td>524.1</td><td>534.8</td><td>1000.0</td><td>retired</td><td>558.5</td><td>524.1</td><td>559.4</td><td>559.7</td><td>dark</td><td>0.85</td><td>20210627</td></tr>\n",
+       "<tr><td>2786</td><td>main</td><td>--</td><td>dark</td><td>maindark</td><td>1</td><td>808.2</td><td>240.394</td><td>9.573</td><td>251.3</td><td>283.9</td><td>260.5</td><td>1000.0</td><td>retired</td><td>273.4</td><td>283.9</td><td>289.1</td><td>254.7</td><td>dark</td><td>0.85</td><td>20210627</td></tr>\n",
+       "<tr><td>20307</td><td>main</td><td>--</td><td>bright</td><td>mainbright</td><td>1</td><td>448.3</td><td>346.874</td><td>30.797</td><td>62.8</td><td>59.7</td><td>71.8</td><td>180.0</td><td>retired</td><td>47.2</td><td>49.8</td><td>59.7</td><td>72.1</td><td>bright</td><td>0.85</td><td>20210707</td></tr>\n",
+       "<tr><td>21273</td><td>main</td><td>--</td><td>bright</td><td>mainbright</td><td>1</td><td>534.4</td><td>344.455</td><td>2.172</td><td>113.1</td><td>132.8</td><td>149.9</td><td>180.0</td><td>retired</td><td>0.0</td><td>133.5</td><td>132.8</td><td>79.2</td><td>bright</td><td>0.85</td><td>20210708</td></tr>\n",
+       "<tr><td>1825</td><td>main</td><td>--</td><td>dark</td><td>maindark</td><td>1</td><td>770.2</td><td>329.126</td><td>1.365</td><td>566.0</td><td>547.0</td><td>601.3</td><td>1000.0</td><td>retired</td><td>0.0</td><td>547.0</td><td>595.5</td><td>597.2</td><td>dark</td><td>0.85</td><td>20210708</td></tr>\n",
+       "<tr><td>82248</td><td>cmx</td><td>--</td><td>posmapping</td><td>cmxposmapping</td><td>5</td><td>938.9</td><td>343.0</td><td>30.0</td><td>0.0</td><td>0.9</td><td>1.0</td><td>1000.0</td><td>obsstart</td><td>0.9</td><td>0.9</td><td>1.1</td><td>1.4</td><td>unknown</td><td>0.9</td><td>20210916</td></tr>\n",
+       "</table></div>"
+      ],
+      "text/plain": [
+       "<Table length=16>\n",
+       "TILEID  SURVEY PROGRAM  FAPRGRM   ... GOALTYPE MINTFRAC LASTNIGHT\n",
+       "int64    str7    str6    str16    ...   str7   float64    int64  \n",
+       "------ ------- ------- ---------- ... -------- -------- ---------\n",
+       " 80713     sv1      --        m31 ...  unknown      0.9  20210110\n",
+       " 80715     sv1      --        m31 ...  unknown      0.9  20210115\n",
+       " 80769 unknown      --  dithfocus ...  unknown      0.9  20210219\n",
+       " 80816     cmx      --   dithprec ...  unknown      0.9  20210223\n",
+       " 80916 unknown      --  dithfocus ...  unknown      0.9  20210422\n",
+       " 82026 unknown      --   dithprec ...  unknown      0.9  20210423\n",
+       " 82065 unknown      --  dithfocus ...  unknown      0.9  20210423\n",
+       " 82052 unknown      --  dithfocus ...  unknown      0.9  20210423\n",
+       " 81096     sv2      --       dark ...     dark      0.9  20210429\n",
+       " 82039 unknown      --   dithprec ...  unknown      0.9  20210529\n",
+       "  2704    main      --       dark ...     dark     0.85  20210627\n",
+       "  2786    main      --       dark ...     dark     0.85  20210627\n",
+       " 20307    main      --     bright ...   bright     0.85  20210707\n",
+       " 21273    main      --     bright ...   bright     0.85  20210708\n",
+       "  1825    main      --       dark ...     dark     0.85  20210708\n",
+       " 82248     cmx      -- posmapping ...  unknown      0.9  20210916"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "missing_program = np.where((daily_tiles_patched['LASTNIGHT'] >= first_jura_night) & (daily_tiles_patched['EFFTIME_SPEC'] > 0) & (daily_tiles_patched['PROGRAM'].mask))[0]\n",
+    "daily_tiles_patched[missing_program]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "27c9cc2d-c9fc-4393-964b-ce7296814590",
@@ -719,7 +1303,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 32,
    "id": "ac5fdfb7-4635-4e5e-ba2d-b77dd9603554",
    "metadata": {
     "tags": []
@@ -731,7 +1315,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 33,
    "id": "384e6030-fcc1-453e-b990-a34688f12494",
    "metadata": {
     "tags": []
@@ -743,7 +1327,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 34,
    "id": "26d7bad1-f89f-4cde-bfa1-a0cbcabcf866",
    "metadata": {
     "tags": []
@@ -755,7 +1339,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 35,
    "id": "d06fcfd7-c5d9-4d9c-9989-eb313c70bc07",
    "metadata": {
     "tags": []
@@ -768,8 +1352,8 @@
       "Filename: (No file associated with this HDUList)\n",
       "No.    Name      Ver    Type      Cards   Dimensions   Format\n",
       "  0  PRIMARY       1 PrimaryHDU       4   ()      \n",
-      "  1  EXPOSURES     1 BinTableHDU    111   23615R x 51C   ['J', 'J', 'J', 'D', 'D', 'D', '7A', '6A', '19A', '19A', 'D', 'D', 'D', '7A', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D']   \n",
-      "  2  FRAMES        1 BinTableHDU     63   695107R x 27C   ['J', 'J', 'J', 'E', 'D', 'D', '2A', 'D', 'D', 'D', 'D', '7A', '7A', '19A', 'D', 'D', 'D', 'D', '19A', 'E', 'E', 'D', 'D', 'D', 'D', 'D', 'D']   \n"
+      "  1  EXPOSURES     1 BinTableHDU    111   23706R x 51C   ['J', 'J', 'J', 'D', 'D', 'D', '7A', '6A', '19A', '19A', 'D', 'D', 'D', '7A', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D', 'D']   \n",
+      "  2  FRAMES        1 BinTableHDU     63   697837R x 27C   ['J', 'J', 'J', 'E', 'D', 'D', '2A', 'D', 'D', 'D', 'D', '7A', '7A', '19A', 'D', 'D', 'D', 'D', '19A', 'E', 'E', 'D', 'D', 'D', 'D', 'D', 'D']   \n"
      ]
     }
    ],
@@ -779,7 +1363,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 36,
    "id": "d4e5751a-895b-4ca7-8c44-994a4d7d7524",
    "metadata": {
     "tags": []