updates for book

LSSTDESC · Jul 24, 2024 · a77543e · a77543e
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diff --git a/index.md b/index.md
@@ -1,4 +1,12 @@
 # SRV DP0.2
 
-```{contents}
-```
+Owners: **PatriciaLarsen [@plarsen](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@patricialarsen)**  
+Last Verifed to Run: **2024-06-04** (by @plarsen)
+
+DP0.2 is a Rubin Observatory LSST data preview, based on images from the DC2 data challenge by LSST-DESC (https://arxiv.org/abs/2010.05926). This was processed using version 23 of the [LSST Science Pipelines](https://pipelines.lsst.io/) on the wide-fast-deep (WFD) field with a baseline cadence. You can find a huge amount of information on the DP0.2 data [here](https://dp0-2.lsst.io/)
+
+For the contexts of these tutorials we're showing how to use the DP0.2 data available on NERSC. This is for the most part catalog-level data stored in flat files, most often in parquet format. If you would like to use the full set of DP0.2 data available, you can do so by becoming a DP0.2 delegate and accessing the data on the RSP. Delegate applications are currently open to all data rights holders, and you can follow the instructions [here](https://dp0.lsst.io/delegate-resources/index.html). 
+
+
+```{tableofcontents}
+```
diff --git a/tutorials/tutorial1_reading_objects.ipynb b/tutorials/tutorial1_reading_objects.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# DP0.2 Object Catalog tutorial -- Part I: GCR access\n",
+    "# GCR access\n",
     "\n",
     "Owners: **PatriciaLarsen [@plarsen](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@patricialarsen)**  \n",
     "Last Verifed to Run: **2024-06-04** (by @plarsen)\n",

diff --git a/tutorials/tutorial2_alternate_reads.ipynb b/tutorials/tutorial2_alternate_reads.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# DP0.2 Object Catalog tutorial -- Part II: Beyond-GCR access\n",
+    "# Beyond-GCR access\n",
     "\n",
     "Owners: **PatriciaLarsen [@plarsen](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@patricialarsen)**  \n",
     "Last Verifed to Run: **2024-06-04** (by @plarsen)\n",

diff --git a/tutorials/tutorial3_Rubin_analysistools.ipynb b/tutorials/tutorial3_Rubin_analysistools.ipynb
@@ -6,7 +6,7 @@
     "tags": []
    },
    "source": [
-    "# DP0.2 Object Catalog tutorial -- Part III: Using Rubin analysis tools\n",
+    "# Using Rubin analysis tools\n",
     "\n",
     "Owners: **PatriciaLarsen [@plarsen](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@patricialarsen)**  \n",
     "Last Verifed to Run: **2024-06-04** (by @plarsen)\n",

diff --git a/tutorials/tutorial4_using_DESCQA.ipynb b/tutorials/tutorial4_using_DESCQA.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# DP0.2 Object Catalog tutorial -- Part IV: Running DESCQA\n",
+    "# Running DESCQA\n",
     "\n",
     "Owners: **PatriciaLarsen [@plarsen](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@patricialarsen)**  \n",
     "Last Verifed to Run: **2024-06-04** (by @plarsen)\n",
@@ -19,13 +19,20 @@
     "These are not guaranteed to be a complete set, if there's anything you'd like in the test suite which isn't implemented please ping the SRV group (current convenors Patricia and Yao) to add it to our list. "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<img src=\"test_direc/SRV_tests.png\" width=900 height=900 />"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {
     "tags": []
    },
    "source": [
-    "<img src=\"test_direc/SRV_tests.png\" width=900 height=900 />\n"
+    "![](test_direc/SRV_tests.png\")"
    ]
   },
   {
@@ -85,11 +92,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from utils import * # this is fairly minimal, imports and select_subset, interpret_results functions hidden for tidiness"
+    "from utils.utils import * # this is fairly minimal, imports and select_subset, interpret_results functions hidden for tidiness"
    ]
   },
   {

diff --git a/tutorials/tutorial5_DC2_comparison.ipynb b/tutorials/tutorial5_DC2_comparison.ipynb
@@ -1,10 +1,8 @@
 {
  "cells": [
   {
-   "cell_type": "code",
-   "execution_count": null,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": []
   }
  ],

diff --git a/tutorials/tutorial7_SRV_releases.ipynb b/tutorials/tutorial7_SRV_releases.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# DP0.2 Object Catalog tutorial -- Part VII: SRV releases\n",
+    "# SRV releases\n",
     "\n",
     "Owners: **PatriciaLarsen [@plarsen](https://github.com/LSSTDESC/DC2-analysis/issues/new?body=@patricialarsen)**  \n",
     "Last Verifed to Run: **2024-06-04** (by @plarsen)\n",

diff --git a/tutorials/utils.py → tutorials/utils/utils.py b/tutorials/utils.py → tutorials/utils/utils.py