Updating TOC, CI fix

_toc.yml

@@ -104,6 +104,7 @@ parts:
         - file:  notebooks/multi_mission/missions_mast_search/missions_mast_search.ipynb
         - file:  notebooks/multi_mission/galex_panstarrs_bulk_download/galex_panstarrs_bulk_download.ipynb
         - file:  notebooks/multi_mission/resolve_targets/resolve_targets.ipynb
+        - file:  notebooks/multi_mission/cloud_data_access/cloud_data_access.ipynb
     - file:  notebooks/multi_mission/display_footprints/display_footprints.ipynb
 
   - caption: PanSTARRS

notebooks/HSC/HSCV3_API/hscv3_api.ipynb

@@ -197,7 +197,10 @@
     "        badcols = []\n",
     "        for col in columns:\n",
     "            if col.lower().strip() not in dcols:\n",
-    "                badcols.append(col)\n",
+    "                if col.lower().strip().endswith('_mad'):\n",
+    "                    dcols[col.lower().replace('_mad', '_sigma')] = 1\n",
+    "                else:\n",
+    "                    badcols.append(col)\n",
     "        if badcols:\n",
     "            raise ValueError(f\"Some columns not found in table: {', '.join(badcols)}\")\n",
     "        # two different ways to specify a list of column values in the API\n",

notebooks/multi_mission/astroquery.md

@@ -17,4 +17,5 @@ The [`astroquery.mast` readthedocs](https://astroquery.readthedocs.io/en/latest/
 | Large Downloads | When downloading large datasets, you may encounter timeout errors. This Notebook demonstrates robust queries that are less likely to encounter these issues. |
 | Historic Quasar Observations | Much of the data in MAST is archival; from no longer operational missions. Learn to check for archival coverage of your target and analyze the results. |
 | Searching for Mission-Specific Data with Astroquery | Learn the basic workflow for searching mission datasets, retrieving data products, and downloading data products with the `MastMissions` class, a wrapper around the [MAST Search API.](https://mast.stsci.edu/search/docs/) |
-| Resolving Named Objects with Astroquery | Learn how to resolve named objects using the `astroquery.mast` module and specify which resolver to use in queries. |
+| Resolving Named Objects with Astroquery | Learn how to resolve named objects using the `astroquery.mast` module and specify which resolver to use in queries. |
+| Accessing Cloud-Hosted Data with Astroquery | Learn how to discover and access cloud-hosted data from cloud-hosted repositories using the `astroquery.mast` module. |

notebooks/multi_mission/galex_panstarrs_bulk_download/galex_panstarrs_bulk_download.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# **Large downloads in astroquery.mast from AWS to local storage**"
+    "# Large Downloads in `astroquery.mast` from AWS to Local Storage"
    ]
   },
   {
@@ -105,8 +105,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "obs = Observations.query_criteria(s_ra=[30.2, 31.2], s_dec=[-10.25, -9.25]\n",
-    "                                  , obs_collection=[\"GALEX\", \"PS1\"])\n",
+    "obs = Observations.query_criteria(s_ra=[30.2, 31.2], s_dec=[-10.25, -9.25], \n",
+    "                                  obs_collection=[\"GALEX\", \"PS1\"])\n",
     "print(f'We retrieved {len(obs)} observations.')"
    ]
   },