diff --git a/docs/content/configuration/index.md b/docs/content/configuration/index.md
index 7881e953f00..5dcfea99fc6 100644
--- a/docs/content/configuration/index.md
+++ b/docs/content/configuration/index.md
@@ -7,6 +7,7 @@ layout: doc_page
 This page documents all of the configuration properties for each Druid service type.
 
 ## Table of Contents
+  * [Recommended Configuration File Organization](#recommended-configuration-file-organization)
   * [Common configurations](#common-configurations)
     * [JVM Configuration Best Practices](#jvm-configuration-best-practices)
     * [Extensions](#extensions)
diff --git a/docs/content/toc.md b/docs/content/toc.md
index 1ca5c093ed0..f374ca90716 100644
--- a/docs/content/toc.md
+++ b/docs/content/toc.md
@@ -17,13 +17,14 @@ layout: toc
     * [Tutorial: Loading a file using Hadoop](/docs/VERSION/tutorials/tutorial-batch-hadoop.html)
     * [Tutorial: Loading stream data using HTTP push](/docs/VERSION/tutorials/tutorial-tranquility.html)
     * [Tutorial: Querying data](/docs/VERSION/tutorials/tutorial-query.html)
-  * [Further tutorials](/docs/VERSION/tutorials/advanced.html)
-    * [Tutorial: Rollup](/docs/VERSION/tutorials/rollup.html)
+  * Further tutorials
+    * [Tutorial: Rollup](/docs/VERSION/tutorials/tutorial-rollup.html)
     * [Tutorial: Configuring retention](/docs/VERSION/tutorials/tutorial-retention.html)
     * [Tutorial: Updating existing data](/docs/VERSION/tutorials/tutorial-update-data.html)
     * [Tutorial: Compacting segments](/docs/VERSION/tutorials/tutorial-compaction.html)
     * [Tutorial: Deleting data](/docs/VERSION/tutorials/tutorial-delete-data.html)
     * [Tutorial: Writing your own ingestion specs](/docs/VERSION/tutorials/tutorial-ingestion-spec.html)
+    * [Tutorial: Transforming input data](/docs/VERSION/tutorials/tutorial-transform-spec.html)
   * [Clustering](/docs/VERSION/tutorials/cluster.html)
 
 ## Data Ingestion
@@ -33,8 +34,8 @@ layout: toc
   * [Schema Design](/docs/VERSION/ingestion/schema-design.html)
   * [Schema Changes](/docs/VERSION/ingestion/schema-changes.html)
   * [Batch File Ingestion](/docs/VERSION/ingestion/batch-ingestion.html)
-    * [Native Batch Ingestion](docs/VERSION/ingestion/native_tasks.html)
-    * [Hadoop Batch Ingestion](docs/VERSION/ingestion/hadoop.html)
+    * [Native Batch Ingestion](/docs/VERSION/ingestion/native_tasks.html)
+    * [Hadoop Batch Ingestion](/docs/VERSION/ingestion/hadoop.html)
   * [Stream Ingestion](/docs/VERSION/ingestion/stream-ingestion.html)
     * [Stream Push](/docs/VERSION/ingestion/stream-push.html)
     * [Stream Pull](/docs/VERSION/ingestion/stream-pull.html)
diff --git a/docs/content/tutorials/index.md b/docs/content/tutorials/index.md
index f0a8cff358d..40f1262dffd 100644
--- a/docs/content/tutorials/index.md
+++ b/docs/content/tutorials/index.md
@@ -72,7 +72,7 @@ bin/supervise -c quickstart/tutorial/conf/tutorial-cluster.conf
 
 This will bring up instances of Zookeeper and the Druid services, all running on the local machine, e.g.:
 
-```
+```bash
 bin/supervise -c quickstart/tutorial/conf/tutorial-cluster.conf
 [Thu Jul 26 12:16:23 2018] Running command[zk], logging to[/stage/druid-#{DRUIDVERSION}/var/sv/zk.log]: bin/run-zk quickstart/tutorial/conf
 [Thu Jul 26 12:16:23 2018] Running command[coordinator], logging to[/stage/druid-#{DRUIDVERSION}/var/sv/coordinator.log]: bin/run-druid coordinator quickstart/tutorial/conf
@@ -121,7 +121,7 @@ The sample data has the following columns, and an example event is shown below:
   * regionName
   * user
  
-```
+```json
 {
   "timestamp":"2015-09-12T20:03:45.018Z",
   "channel":"#en.wikipedia",
@@ -151,18 +151,18 @@ The following tutorials demonstrate various methods of loading data into Druid,
 
 This tutorial demonstrates how to perform a batch file load, using Druid's native batch ingestion.
 
-### [Tutorial: Loading stream data from Kafka](../tutorial-kafka.html)
+### [Tutorial: Loading stream data from Kafka](./tutorial-kafka.html)
 
 This tutorial demonstrates how to load streaming data from a Kafka topic.
 
-### [Tutorial: Loading a file using Hadoop](../tutorial-batch-hadoop.html)
+### [Tutorial: Loading a file using Hadoop](./tutorial-batch-hadoop.html)
 
 This tutorial demonstrates how to perform a batch file load, using a remote Hadoop cluster.
 
-### [Tutorial: Loading data using Tranquility](../tutorial-tranquility.html)
+### [Tutorial: Loading data using Tranquility](./tutorial-tranquility.html)
 
 This tutorial demonstrates how to load streaming data by pushing events to Druid using the Tranquility service.
 
-### [Tutorial: Writing your own ingestion spec](../tutorial-ingestion-spec.html)
+### [Tutorial: Writing your own ingestion spec](./tutorial-ingestion-spec.html)
 
 This tutorial demonstrates how to write a new ingestion spec and use it to load data.
\ No newline at end of file
diff --git a/docs/content/tutorials/tutorial-batch-hadoop.md b/docs/content/tutorials/tutorial-batch-hadoop.md
index cf6c6a14754..3eb5e6d7014 100644
--- a/docs/content/tutorials/tutorial-batch-hadoop.md
+++ b/docs/content/tutorials/tutorial-batch-hadoop.md
@@ -20,9 +20,9 @@ For this tutorial, we've provided a Dockerfile for a Hadoop 2.8.3 cluster, which
 
 This Dockerfile and related files are located at `quickstart/tutorial/hadoop/docker`.
 
-From the druid-${DRUIDVERSION} package root, run the following commands to build a Docker image named "druid-hadoop-demo" with version tag "2.8.3":
+From the druid-#{DRUIDVERSION} package root, run the following commands to build a Docker image named "druid-hadoop-demo" with version tag "2.8.3":
 
-```
+```bash
 cd quickstart/tutorial/hadoop/docker
 docker build -t druid-hadoop-demo:2.8.3 .
 ```
@@ -37,7 +37,7 @@ We'll need a shared folder between the host and the Hadoop container for transfe
 
 Let's create some folders under `/tmp`, we will use these later when starting the Hadoop container:
 
-```
+```bash
 mkdir -p /tmp/shared
 mkdir -p /tmp/shared/hadoop_xml
 ```
@@ -54,13 +54,13 @@ On the host machine, add the following entry to `/etc/hosts`:
 
 Once the `/tmp/shared` folder has been created and the `etc/hosts` entry has been added, run the following command to start the Hadoop container.
 
-```
+```bash
 docker run -it  -h druid-hadoop-demo -p 50010:50010 -p 50020:50020 -p 50075:50075 -p 50090:50090 -p 8020:8020 -p 10020:10020 -p 19888:19888 -p 8030:8030 -p 8031:8031 -p 8032:8032 -p 8033:8033 -p 8040:8040 -p 8042:8042 -p 8088:8088 -p 8443:8443 -p 2049:2049 -p 9000:9000 -p 49707:49707 -p 2122:2122  -p 34455:34455 -v /tmp/shared:/shared druid-hadoop-demo:2.8.3 /etc/bootstrap.sh -bash
 ```
 
 Once the container is started, your terminal will attach to a bash shell running inside the container:
 
-```
+```bash
 Starting sshd:                                             [  OK  ]
 18/07/26 17:27:15 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
 Starting namenodes on [druid-hadoop-demo]
@@ -80,9 +80,9 @@ The `Unable to load native-hadoop library for your platform... using builtin-jav
 
 ### Copy input data to the Hadoop container
 
-From the druid-${DRUIDVERSION} package root on the host, copy the `quickstart/wikiticker-2015-09-12-sampled.json.gz` sample data to the shared folder:
+From the druid-#{DRUIDVERSION} package root on the host, copy the `quickstart/wikiticker-2015-09-12-sampled.json.gz` sample data to the shared folder:
 
-```
+```bash
 cp quickstart/wikiticker-2015-09-12-sampled.json.gz /tmp/shared/wikiticker-2015-09-12-sampled.json.gz
 ```
 
@@ -90,7 +90,7 @@ cp quickstart/wikiticker-2015-09-12-sampled.json.gz /tmp/shared/wikiticker-2015-
 
 In the Hadoop container's shell, run the following commands to setup the HDFS directories needed by this tutorial and copy the input data to HDFS.
 
-```
+```bash
 cd /usr/local/hadoop/bin
 ./hadoop fs -mkdir /druid
 ./hadoop fs -mkdir /druid/segments
@@ -113,13 +113,13 @@ Some additional steps are needed to configure the Druid cluster for Hadoop batch
 
 From the Hadoop container's shell, run the following command to copy the Hadoop .xml configuration files to the shared folder:
 
-```
+```bash
 cp /usr/local/hadoop/etc/hadoop/*.xml /shared/hadoop_xml
 ```
 
 From the host machine, run the following, where {PATH_TO_DRUID} is replaced by the path to the Druid package.
 
-```
+```bash
 mkdir -p {PATH_TO_DRUID}/quickstart/tutorial/conf/druid/_common/hadoop-xml
 cp /tmp/shared/hadoop_xml/*.xml {PATH_TO_DRUID}/quickstart/tutorial/conf/druid/_common/hadoop-xml/
 ```
@@ -177,17 +177,17 @@ a task that loads the `wikiticker-2015-09-12-sampled.json.gz` file included in t
 
 Let's submit the `wikipedia-index-hadoop-.json` task:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/wikipedia-index-hadoop.json 
 ```
 
 ## Querying your data
 
-After the data load is complete, please follow the [query tutorial](../tutorial/tutorial-query.html) to run some example queries on the newly loaded data.
+After the data load is complete, please follow the [query tutorial](../tutorials/tutorial-query.html) to run some example queries on the newly loaded data.
 
 ## Cleanup
 
-This tutorial is only meant to be used together with the [query tutorial](../tutorial/tutorial-query.html). 
+This tutorial is only meant to be used together with the [query tutorial](../tutorials/tutorial-query.html). 
 
 If you wish to go through any of the other tutorials, you will need to:
 * Shut down the cluster and reset the cluster state by removing the contents of the `var` directory under the druid package.
diff --git a/docs/content/tutorials/tutorial-batch.md b/docs/content/tutorials/tutorial-batch.md
index 183a6bc5beb..f3bd4165ed0 100644
--- a/docs/content/tutorials/tutorial-batch.md
+++ b/docs/content/tutorials/tutorial-batch.md
@@ -19,7 +19,7 @@ A data load is initiated by submitting an *ingestion task* spec to the Druid ove
 The Druid package includes the following sample native batch ingestion task spec at `quickstart/wikipedia-index.json`, shown here for convenience,
 which has been configured to read the `quickstart/wikiticker-2015-09-12-sampled.json.gz` input file:
 
-```
+```json
 {
   "type" : "index",
   "spec" : {
@@ -101,13 +101,13 @@ This script will POST an ingestion task to the Druid overlord and poll Druid unt
 
 Run the following command from Druid package root:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/wikipedia-index.json 
 ```
 
 You should see output like the following:
 
-```
+```bash
 Beginning indexing data for wikipedia
 Task started: index_wikipedia_2018-07-27T06:37:44.323Z
 Task log:     http://localhost:8090/druid/indexer/v1/task/index_wikipedia_2018-07-27T06:37:44.323Z/log
@@ -121,7 +121,7 @@ wikipedia loading complete! You may now query your data
 
 ## Querying your data
 
-Once the data is loaded, please follow the [query tutorial](../tutorial/tutorial-query.html) to run some example queries on the newly loaded data.
+Once the data is loaded, please follow the [query tutorial](../tutorials/tutorial-query.html) to run some example queries on the newly loaded data.
 
 ## Cleanup
 
diff --git a/docs/content/tutorials/tutorial-compaction.md b/docs/content/tutorials/tutorial-compaction.md
index c229d386b34..25ad506a592 100644
--- a/docs/content/tutorials/tutorial-compaction.md
+++ b/docs/content/tutorials/tutorial-compaction.md
@@ -11,7 +11,7 @@ Because there is some per-segment memory and processing overhead, it can sometim
 For this tutorial, we'll assume you've already downloaded Druid as described in 
 the [single-machine quickstart](index.html) and have it running on your local machine. 
 
-It will also be helpful to have finished [Tutorial: Loading a file](/docs/VERSION/tutorials/tutorial-batch.html) and [Tutorial: Querying data](/docs/VERSION/tutorials/tutorial-query.html).
+It will also be helpful to have finished [Tutorial: Loading a file](../tutorials/tutorial-batch.html) and [Tutorial: Querying data](../tutorials/tutorial-query.html).
 
 ## Load the initial data
 
@@ -19,7 +19,7 @@ For this tutorial, we'll be using the Wikipedia edits sample data, with an inges
 
 The ingestion spec can be found at `quickstart/tutorial/compaction-init-index.json`. Let's submit that spec, which will create a datasource called `compaction-tutorial`:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/compaction-init-index.json 
 ```
 
@@ -31,7 +31,7 @@ There will be 24 segments for this datasource, one segment per hour in the input
 
 Running a COUNT(*) query on this datasource shows that there are 39,244 rows:
 
-```
+```bash
 dsql> select count(*) from "compaction-tutorial";
 ┌────────┐
 │ EXPR$0 │
@@ -47,7 +47,7 @@ Let's now combine these 24 segments into one segment.
 
 We have included a compaction task spec for this tutorial datasource at `quickstart/tutorial/compaction-final-index.json`:
 
-```
+```json
 {
   "type": "compact",
   "dataSource": "compaction-tutorial",
@@ -69,7 +69,7 @@ In this tutorial example, only one compacted segment will be created, as the 392
 
 Let's submit this task now:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/compaction-final-index.json 
 ```
 
@@ -85,7 +85,7 @@ The new compacted segment has a more recent version than the original segments,
 
 Let's try running a COUNT(*) on `compaction-tutorial` again, where the row count should still be 39,244:
 
-```
+```bash
 dsql> select count(*) from "compaction-tutorial";
 ┌────────┐
 │ EXPR$0 │
diff --git a/docs/content/tutorials/tutorial-delete-data.md b/docs/content/tutorials/tutorial-delete-data.md
index cb53dd2697f..cbf7f3ba2a1 100644
--- a/docs/content/tutorials/tutorial-delete-data.md
+++ b/docs/content/tutorials/tutorial-delete-data.md
@@ -9,7 +9,7 @@ This tutorial demonstrates how to delete existing data.
 For this tutorial, we'll assume you've already downloaded Druid as described in 
 the [single-machine quickstart](index.html) and have it running on your local machine. 
 
-Completing [Tutorial: Configuring retention](/docs/VERSION/tutorials/tutorial-retention.html) first is highly recommended, as we will be using retention rules in this tutorial.
+Completing [Tutorial: Configuring retention](../tutorials/tutorial-retention.html) first is highly recommended, as we will be using retention rules in this tutorial.
 
 ## Load initial data
 
@@ -17,7 +17,7 @@ In this tutorial, we will use the Wikipedia edits data, with an indexing spec th
 
 Let's load this initial data:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/deletion-index.json 
 ```
 
@@ -48,9 +48,9 @@ In the `rule #2` box at the bottom, click `Drop` and `Forever`.
 
 This will cause the first 12 segments of `deletion-tutorial` to be dropped. However, these dropped segments are not removed from deep storage.
 
-You can see that all 24 segments are still present in deep storage by listing the contents of `druid-{DRUIDVERSION}/var/druid/segments/deletion-tutorial`:
+You can see that all 24 segments are still present in deep storage by listing the contents of `druid-#{DRUIDVERSION}/var/druid/segments/deletion-tutorial`:
 
-```
+```bash
 $ ls -l1 var/druid/segments/deletion-tutorial/
 2015-09-12T00:00:00.000Z_2015-09-12T01:00:00.000Z
 2015-09-12T01:00:00.000Z_2015-09-12T02:00:00.000Z
@@ -90,7 +90,7 @@ The top of the info box shows the full segment ID, e.g. `deletion-tutorial_2016-
 
 Let's disable the hour 14 segment by sending the following DELETE request to the coordinator, where {SEGMENT-ID} is the full segment ID shown in the info box:
 
-```
+```bash
 curl -XDELETE http://localhost:8081/druid/coordinator/v1/datasources/deletion-tutorial/segments/{SEGMENT-ID}
 ```
 
@@ -100,7 +100,7 @@ After that command completes, you should see that the segment for hour 14 has be
 
 Note that the hour 14 segment is still in deep storage:
 
-```
+```bash
 $ ls -l1 var/druid/segments/deletion-tutorial/
 2015-09-12T00:00:00.000Z_2015-09-12T01:00:00.000Z
 2015-09-12T01:00:00.000Z_2015-09-12T02:00:00.000Z
@@ -134,13 +134,13 @@ Now that we have disabled some segments, we can submit a Kill Task, which will d
 
 A Kill Task spec has been provided at `quickstart/deletion-kill.json`. Submit this task to the Overlord with the following command:
 
-```
+```bash
 curl -X 'POST' -H 'Content-Type:application/json' -d @quickstart/tutorial/deletion-kill.json http://localhost:8090/druid/indexer/v1/task
 ```
 
 After this task completes, you can see that the disabled segments have now been removed from deep storage:
 
-```
+```bash
 $ ls -l1 var/druid/segments/deletion-tutorial/
 2015-09-12T12:00:00.000Z_2015-09-12T13:00:00.000Z
 2015-09-12T13:00:00.000Z_2015-09-12T14:00:00.000Z
diff --git a/docs/content/tutorials/tutorial-ingestion-spec.md b/docs/content/tutorials/tutorial-ingestion-spec.md
index 66484eac07d..b9ab9eb63b9 100644
--- a/docs/content/tutorials/tutorial-ingestion-spec.md
+++ b/docs/content/tutorials/tutorial-ingestion-spec.md
@@ -24,7 +24,7 @@ Suppose we have the following network flow data:
 * `bytes`: number of bytes transmitted
 * `cost`: the cost of sending the traffic
 
-```
+```json
 {"ts":"2018-01-01T01:01:35Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2", "srcPort":2000, "dstPort":3000, "protocol": 6, "packets":10, "bytes":1000, "cost": 1.4}
 {"ts":"2018-01-01T01:01:51Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2", "srcPort":2000, "dstPort":3000, "protocol": 6, "packets":20, "bytes":2000, "cost": 3.1}
 {"ts":"2018-01-01T01:01:59Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2", "srcPort":2000, "dstPort":3000, "protocol": 6, "packets":30, "bytes":3000, "cost": 0.4}
@@ -74,7 +74,7 @@ A `dataSchema` has a `parser` field, which defines the parser that Druid will us
 
 Since our input data is represented as JSON strings, we'll use a `string` parser with `json` format:
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -92,7 +92,7 @@ The `parser` needs to know how to extract the main timestamp field from the inpu
 
 The timestamp column in our input data is named "ts", containing ISO 8601 timestamps, so let's add a `timestampSpec` with that information to the `parseSpec`:
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -128,7 +128,7 @@ For this tutorial, let's enable rollup. This is specified with a `granularitySpe
 
 Note that the `granularitySpec` lies outside of the `parser`. We will revist the `parser` soon when we define our dimensions and metrics.
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -163,7 +163,7 @@ Let's look at how to define these dimensions and metrics within the ingestion sp
 
 Dimensions are specified with a `dimensionsSpec` inside the `parseSpec`.
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -255,7 +255,7 @@ Note that we have also defined a `count` aggregator. The count aggregator will t
 
 If we were not using rollup, all columns would be specified in the `dimensionsSpec`, e.g.:
 
-```
+```json
       "dimensionsSpec" : {
         "dimensions": [
           "srcIP",
@@ -284,7 +284,7 @@ There are some additional properties we need to set in the `granularitySpec`:
 
 Segment granularity is configured by the `segmentGranularity` property in the `granularitySpec`. For this tutorial, we'll create hourly segments:
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -326,7 +326,7 @@ Our input data has events from two separate hours, so this task will generate tw
 
 The query granularity is configured by the `queryGranularity` property in the `granularitySpec`. For this tutorial, let's use minute granularity:
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -365,13 +365,13 @@ The query granularity is configured by the `queryGranularity` property in the `g
 
 To see the effect of the query granularity, let's look at this row from the raw input data:
 
-```
+```json
 {"ts":"2018-01-01T01:03:29Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2", "srcPort":5000, "dstPort":7000, "protocol": 6, "packets":60, "bytes":6000, "cost": 4.3}
 ```
 
 When this row is ingested with minute queryGranularity, Druid will floor the row's timestamp to minute buckets:
 
-```
+```json
 {"ts":"2018-01-01T01:03:00Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2", "srcPort":5000, "dstPort":7000, "protocol": 6, "packets":60, "bytes":6000, "cost": 4.3}
 ```
 
@@ -381,7 +381,7 @@ For batch tasks, it is necessary to define a time interval. Input rows with time
 
 The interval is also specified in the `granularitySpec`:
 
-```
+```json
 "dataSchema" : {
   "dataSource" : "ingestion-tutorial",
   "parser" : {
@@ -425,7 +425,7 @@ We've now finished defining our `dataSchema`. The remaining steps are to place t
 
 The `dataSchema` is shared across all task types, but each task type has its own specification format. For this tutorial, we will use the native batch ingestion task:
 
-```
+```json
 {
   "type" : "index",
   "spec" : {
@@ -473,7 +473,7 @@ The `dataSchema` is shared across all task types, but each task type has its own
 Now let's define our input source, which is specified in an `ioConfig` object. Each task type has its own type of `ioConfig`. The native batch task uses "firehoses" to read input data, so let's configure a "local" firehose to read the example netflow data we saved earlier:
 
 
-```
+```json
     "ioConfig" : {
       "type" : "index",
       "firehose" : {
@@ -484,7 +484,7 @@ Now let's define our input source, which is specified in an `ioConfig` object. E
     }
 ```
 
-```
+```json
 {
   "type" : "index",
   "spec" : {
@@ -541,7 +541,7 @@ Each ingestion task has a `tuningConfig` section that allows users to tune vario
 
 As an example, let's add a `tuningConfig` that sets a target segment size for the native batch ingestion task:
 
-```
+```json
     "tuningConfig" : {
       "type" : "index",
       "targetPartitionSize" : 5000000
@@ -554,7 +554,7 @@ Note that each ingestion task has its own type of `tuningConfig`.
 
 We've finished defining the ingestion spec, it should now look like the following:
 
-```
+```json
 {
   "type" : "index",
   "spec" : {
@@ -611,9 +611,9 @@ We've finished defining the ingestion spec, it should now look like the followin
 
 ## Submit the task and query the data
 
-From the druid-${DRUIDVERSION} package root, run the following command:
+From the druid-#{DRUIDVERSION} package root, run the following command:
 
-```
+```bash
 bin/post-index-task --file quickstart/ingestion-tutorial-index.json 
 ```
 
@@ -621,7 +621,7 @@ After the script completes, we will query the data.
 
 Let's run `bin/dsql` and issue a `select * from "ingestion-tutorial";` query to see what data was ingested.
 
-```
+```bash
 $ bin/dsql
 Welcome to dsql, the command-line client for Druid SQL.
 Type "\h" for help.
diff --git a/docs/content/tutorials/tutorial-kafka.md b/docs/content/tutorials/tutorial-kafka.md
index 849d1b1f795..c5cc2183508 100644
--- a/docs/content/tutorials/tutorial-kafka.md
+++ b/docs/content/tutorials/tutorial-kafka.md
@@ -48,7 +48,7 @@ curl -XPOST -H'Content-Type: application/json' -d @quickstart/tutorial/wikipedia
 If the supervisor was successfully created, you will get a response containing the ID of the supervisor; in our case we should see `{"id":"wikipedia-kafka"}`.
 
 For more details about what's going on here, check out the
-[Druid Kafka indexing service documentation](http://druid.io/docs/{{druidVersion}}/development/extensions-core/kafka-ingestion.html).
+[Druid Kafka indexing service documentation](../development/extensions-core/kafka-ingestion.html).
 
 ## Load data
 
@@ -56,7 +56,7 @@ Let's launch a console producer for our topic and send some data!
 
 In your Druid directory, run the following command:
 
-```
+```bash
 cd quickstart
 gunzip -k wikipedia-2015-09-12-sampled.json.gz
 ```
@@ -74,7 +74,7 @@ The previous command posted sample events to the *wikipedia* Kafka topic which w
 
 After data is sent to the Kafka stream, it is immediately available for querying.
 
-Please follow the [query tutorial](../tutorial/tutorial-query.html) to run some example queries on the newly loaded data.
+Please follow the [query tutorial](../tutorials/tutorial-query.html) to run some example queries on the newly loaded data.
 
 ## Cleanup
 
@@ -82,4 +82,4 @@ If you wish to go through any of the other ingestion tutorials, you will need to
 
 ## Further reading
 
-For more information on loading data from Kafka streams, please see the [Druid Kafka indexing service documentation](http://druid.io/docs/{{druidVersion}}/development/extensions-core/kafka-ingestion.html).
+For more information on loading data from Kafka streams, please see the [Druid Kafka indexing service documentation](../development/extensions-core/kafka-ingestion.html).
diff --git a/docs/content/tutorials/tutorial-query.md b/docs/content/tutorials/tutorial-query.md
index 0767771a363..37164de2c5e 100644
--- a/docs/content/tutorials/tutorial-query.md
+++ b/docs/content/tutorials/tutorial-query.md
@@ -8,10 +8,10 @@ This tutorial will demonstrate how to query data in Druid, with examples for Dru
 
 The tutorial assumes that you've already completed one of the 4 ingestion tutorials, as we will be querying the sample Wikipedia edits data.
 
-* [Tutorial: Loading a file](/docs/VERSION/tutorials/tutorial-batch.html)
-* [Tutorial: Loading stream data from Kafka](/docs/VERSION/tutorials/tutorial-kafka.html)
-* [Tutorial: Loading a file using Hadoop](/docs/VERSION/tutorials/tutorial-batch-hadoop.html)
-* [Tutorial: Loading stream data using Tranquility](/docs/VERSION/tutorials/tutorial-tranquility.html)
+* [Tutorial: Loading a file](../tutorials/tutorial-batch.html)
+* [Tutorial: Loading stream data from Kafka](../tutorials/tutorial-kafka.html)
+* [Tutorial: Loading a file using Hadoop](../tutorials/tutorial-batch-hadoop.html)
+* [Tutorial: Loading stream data using Tranquility](../tutorials/tutorial-tranquility.html)
 
 ## Native JSON queries
 
@@ -102,7 +102,7 @@ curl -X 'POST' -H 'Content-Type:application/json' -d @quickstart/tutorial/wikipe
 
 The following results should be returned:
 
-```
+```json
 [
   {
     "page": "Wikipedia:Vandalismusmeldung",
@@ -153,7 +153,7 @@ For convenience, the Druid package includes a SQL command-line client, located a
 
 Let's now run `bin/dsql`; you should see the following prompt:
 
-```
+```bash
 Welcome to dsql, the command-line client for Druid SQL.
 Type "\h" for help.
 dsql> 
@@ -161,7 +161,7 @@ dsql>
 
 To submit the query, paste it to the `dsql` prompt and press enter:
 
-```
+```bash
 dsql> SELECT page, COUNT(*) AS Edits FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY page ORDER BY Edits DESC LIMIT 10;
 ┌──────────────────────────────────────────────────────────┬───────┐
 │ page                                                     │ Edits │
@@ -186,7 +186,7 @@ Retrieved 10 rows in 0.06s.
 
 `SELECT FLOOR(__time to HOUR) AS HourTime, SUM(deleted) AS LinesDeleted FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY FLOOR(__time to HOUR);`
 
-```
+```bash
 dsql> SELECT FLOOR(__time to HOUR) AS HourTime, SUM(deleted) AS LinesDeleted FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY FLOOR(__time to HOUR);
 ┌──────────────────────────┬──────────────┐
 │ HourTime                 │ LinesDeleted │
@@ -223,7 +223,7 @@ Retrieved 24 rows in 0.08s.
 
 `SELECT channel, SUM(added) FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY channel ORDER BY SUM(added) DESC LIMIT 5;`
 
-```
+```bash
 dsql> SELECT channel, SUM(added) FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY channel ORDER BY SUM(added) DESC LIMIT 5;
 ┌───────────────┬─────────┐
 │ channel       │ EXPR$1  │
@@ -241,7 +241,7 @@ Retrieved 5 rows in 0.05s.
 
 ` SELECT user, page FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 02:00:00' AND TIMESTAMP '2015-09-12 03:00:00' LIMIT 5;`
 
-```
+```bash
  dsql> SELECT user, page FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 02:00:00' AND TIMESTAMP '2015-09-12 03:00:00' LIMIT 5;
 ┌────────────────────────┬────────────────────────────────────────────────────────┐
 │ user                   │ page                                                   │
@@ -263,7 +263,7 @@ Using the TopN query above as an example:
 
 `EXPLAIN PLAN FOR SELECT page, COUNT(*) AS Edits FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY page ORDER BY Edits DESC LIMIT 10;`
 
-```
+```bash
 dsql> EXPLAIN PLAN FOR SELECT page, COUNT(*) AS Edits FROM wikipedia WHERE "__time" BETWEEN TIMESTAMP '2015-09-12 00:00:00' AND TIMESTAMP '2015-09-13 00:00:00' GROUP BY page ORDER BY Edits DESC LIMIT 10;
 ┌─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
 │ PLAN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    │
@@ -275,6 +275,6 @@ Retrieved 1 row in 0.03s.
 
 ## Further reading
 
-The [Queries documentation](/docs/VERSION/querying/querying.html) has more information on Druid's native JSON queries.
+The [Queries documentation](../querying/querying.html) has more information on Druid's native JSON queries.
 
-The [Druid SQL documentation](/docs/VERSION/querying/sql.html) has more information on using Druid SQL queries.
\ No newline at end of file
+The [Druid SQL documentation](../querying/sql.html) has more information on using Druid SQL queries.
\ No newline at end of file
diff --git a/docs/content/tutorials/tutorial-retention.md b/docs/content/tutorials/tutorial-retention.md
index 12b2e76745b..93e53522bd8 100644
--- a/docs/content/tutorials/tutorial-retention.md
+++ b/docs/content/tutorials/tutorial-retention.md
@@ -9,7 +9,7 @@ This tutorial demonstrates how to configure retention rules on a datasource to s
 For this tutorial, we'll assume you've already downloaded Druid as described in 
 the [single-machine quickstart](index.html) and have it running on your local machine. 
 
-It will also be helpful to have finished [Tutorial: Loading a file](/docs/VERSION/tutorials/tutorial-batch.html) and [Tutorial: Querying data](/docs/VERSION/tutorials/tutorial-query.html).
+It will also be helpful to have finished [Tutorial: Loading a file](../tutorials/tutorial-batch.html) and [Tutorial: Querying data](../tutorials/tutorial-query.html).
 
 ## Load the example data
 
@@ -17,7 +17,7 @@ For this tutorial, we'll be using the Wikipedia edits sample data, with an inges
 
 The ingestion spec can be found at `quickstart/retention-index.json`. Let's submit that spec, which will create a datasource called `retention-tutorial`:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/retention-index.json 
 ```
 
@@ -67,13 +67,12 @@ The segments for the first 12 hours of 2015-09-12 are now gone:
 
 The resulting retention rule chain is the following:
 
-```
-loadByInterval 2015-09-12T12/2015-09-13 (12 hours)
+1. loadByInterval 2015-09-12T12/2015-09-13 (12 hours)
 
-dropForever
+2. dropForever
+
+3. loadForever (default rule)
 
-loadForever (default rule)
-```
 
 The rule chain is evaluated from top to bottom, with the default rule chain always added at the bottom.
 
@@ -89,4 +88,4 @@ If instead you want to retain data based on how old it is (e.g., retain data tha
 
 ## Further reading
 
-* [Load rules](/docs/VERSION/operations/rule-configuration.html)
+* [Load rules](../operations/rule-configuration.html)
diff --git a/docs/content/tutorials/tutorial-rollup.md b/docs/content/tutorials/tutorial-rollup.md
index 978bf6aa3df..375545e04b9 100644
--- a/docs/content/tutorials/tutorial-rollup.md
+++ b/docs/content/tutorials/tutorial-rollup.md
@@ -11,13 +11,13 @@ This tutorial will demonstrate the effects of roll-up on an example dataset.
 For this tutorial, we'll assume you've already downloaded Druid as described in 
 the [single-machine quickstart](index.html) and have it running on your local machine.
 
-It will also be helpful to have finished [Tutorial: Loading a file](/docs/VERSION/tutorials/tutorial-batch.html) and [Tutorial: Querying data](/docs/VERSION/tutorials/tutorial-query.html).
+It will also be helpful to have finished [Tutorial: Loading a file](../tutorials/tutorial-batch.html) and [Tutorial: Querying data](../tutorials/tutorial-query.html).
 
 ## Example data
 
 For this tutorial, we'll use a small sample of network flow event data, representing packet and byte counts for traffic from a source to a destination IP address that occurred within a particular second.
 
-```
+```json
 {"timestamp":"2018-01-01T01:01:35Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":20,"bytes":9024}
 {"timestamp":"2018-01-01T01:01:51Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":255,"bytes":21133}
 {"timestamp":"2018-01-01T01:01:59Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":11,"bytes":5780}
@@ -33,7 +33,7 @@ A file containing this sample input data is located at `quickstart/tutorial/roll
 
 We'll ingest this data using the following ingestion task spec, located at `quickstart/tutorial/rollup-index.json`.
 
-```
+```json
 {
   "type" : "index",
   "spec" : {
@@ -95,9 +95,9 @@ We will see how these definitions are used after we load this data.
 
 ## Load the example data
 
-From the druid-${DRUIDVERSION} package root, run the following command:
+From the druid-#{DRUIDVERSION} package root, run the following command:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/rollup-index.json 
 ```
 
@@ -107,7 +107,7 @@ After the script completes, we will query the data.
 
 Let's run `bin/dsql` and issue a `select * from "rollup-tutorial";` query to see what data was ingested.
 
-```
+```bash
 $ bin/dsql
 Welcome to dsql, the command-line client for Druid SQL.
 Type "\h" for help.
@@ -128,7 +128,7 @@ dsql>
 
 Let's look at the three events in the original input data that occurred during `2018-01-01T01:01`:
 
-```
+```json
 {"timestamp":"2018-01-01T01:01:35Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":20,"bytes":9024}
 {"timestamp":"2018-01-01T01:01:51Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":255,"bytes":21133}
 {"timestamp":"2018-01-01T01:01:59Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":11,"bytes":5780}
@@ -136,7 +136,7 @@ Let's look at the three events in the original input data that occurred during `
 
 These three rows have been "rolled up" into the following row:
 
-```
+```bash
 ┌──────────────────────────┬────────┬───────┬─────────┬─────────┬─────────┐
 │ __time                   │ bytes  │ count │ dstIP   │ packets │ srcIP   │
 ├──────────────────────────┼────────┼───────┼─────────┼─────────┼─────────┤
@@ -150,12 +150,12 @@ Before the grouping occurs, the timestamps of the original input data are bucket
 
 Likewise, these two events that occurred during `2018-01-01T01:02` have been rolled up:
 
-```
+```json
 {"timestamp":"2018-01-01T01:02:14Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":38,"bytes":6289}
 {"timestamp":"2018-01-01T01:02:29Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":377,"bytes":359971}
 ```
 
-```
+```bash
 ┌──────────────────────────┬────────┬───────┬─────────┬─────────┬─────────┐
 │ __time                   │ bytes  │ count │ dstIP   │ packets │ srcIP   │
 ├──────────────────────────┼────────┼───────┼─────────┼─────────┼─────────┤
@@ -165,11 +165,11 @@ Likewise, these two events that occurred during `2018-01-01T01:02` have been rol
 
 For the last event recording traffic between 1.1.1.1 and 2.2.2.2, no roll-up took place, because this was the only event that occurred during `2018-01-01T01:03`:
 
-```
+```json
 {"timestamp":"2018-01-01T01:03:29Z","srcIP":"1.1.1.1", "dstIP":"2.2.2.2","packets":49,"bytes":10204}
 ```
 
-```
+```bash
 ┌──────────────────────────┬────────┬───────┬─────────┬─────────┬─────────┐
 │ __time                   │ bytes  │ count │ dstIP   │ packets │ srcIP   │
 ├──────────────────────────┼────────┼───────┼─────────┼─────────┼─────────┤
diff --git a/docs/content/tutorials/tutorial-tranquility.md b/docs/content/tutorials/tutorial-tranquility.md
index 5901bdf14b6..3ab74f6a796 100644
--- a/docs/content/tutorials/tutorial-tranquility.md
+++ b/docs/content/tutorials/tutorial-tranquility.md
@@ -18,7 +18,7 @@ don't need to have loaded any data yet.
 
 In the Druid package root, run the following commands:
 
-```
+```bash
 curl http://static.druid.io/tranquility/releases/tranquility-distribution-0.8.2.tgz -o tranquility-distribution-0.8.2.tgz
 tar -xzf tranquility-distribution-0.8.2.tgz
 mv tranquility-distribution-0.8.2 tranquility
@@ -33,8 +33,8 @@ The startup scripts for the tutorial will expect the contents of the Tranquility
 
 As part of the output of *supervise* you should see something like:
 
-```
-Running command[tranquility-server], logging to[/stage/druid-{DRUIDVERSION}/var/sv/tranquility-server.log]: tranquility/bin/tranquility server -configFile quickstart/tutorial/conf/tranquility/server.json -Ddruid.extensions.loadList=[]
+```bash
+Running command[tranquility-server], logging to[/stage/druid-#{DRUIDVERSION}/var/sv/tranquility-server.log]: tranquility/bin/tranquility server -configFile quickstart/tutorial/conf/tranquility/server.json -Ddruid.extensions.loadList=[]
 ```
 
 You can check the log file in `var/sv/tranquility-server.log` to confirm that the server is starting up properly.
@@ -43,14 +43,14 @@ You can check the log file in `var/sv/tranquility-server.log` to confirm that th
 
 Let's send the sample Wikipedia edits data to Tranquility:
 
-```
+```bash
 gunzip -k quickstart/wikiticker-2015-09-12-sampled.json.gz 
 curl -XPOST -H'Content-Type: application/json' --data-binary @quickstart/wikiticker-2015-09-12-sampled.json http://localhost:8200/v1/post/wikipedia
 ```
 
 Which will print something like:
 
-```
+```json
 {"result":{"received":39244,"sent":39244}}
 ```
 
@@ -64,13 +64,13 @@ Once the data is sent to Druid, you can immediately query it.
 
 If you see a `sent` count of 0, retry the send command until the `sent` count also shows 39244:
 
-```
+```json
 {"result":{"received":39244,"sent":0}}
 ```
 
 ## Querying your data
 
-Please follow the [query tutorial](../tutorial/tutorial-query.html) to run some example queries on the newly loaded data.
+Please follow the [query tutorial](../tutorials/tutorial-query.html) to run some example queries on the newly loaded data.
 
 ## Cleanup
 
diff --git a/docs/content/tutorials/tutorial-transform-spec.md b/docs/content/tutorials/tutorial-transform-spec.md
index b718882ee96..f5ca8e0a6c7 100644
--- a/docs/content/tutorials/tutorial-transform-spec.md
+++ b/docs/content/tutorials/tutorial-transform-spec.md
@@ -9,13 +9,13 @@ This tutorial will demonstrate how to use transform specs to filter and transfor
 For this tutorial, we'll assume you've already downloaded Druid as described in 
 the [single-machine quickstart](index.html) and have it running on your local machine.
 
-It will also be helpful to have finished [Tutorial: Loading a file](/docs/VERSION/tutorials/tutorial-batch.html) and [Tutorial: Querying data](/docs/VERSION/tutorials/tutorial-query.html).
+It will also be helpful to have finished [Tutorial: Loading a file](../tutorials/tutorial-batch.html) and [Tutorial: Querying data](../tutorials/tutorial-query.html).
 
 ## Sample data
 
 We've included sample data for this tutorial at `quickstart/tutorial/transform-data.json`, reproduced here for convenience:
 
-```
+```json
 {"timestamp":"2018-01-01T07:01:35Z","animal":"octopus",  "location":1, "number":100}
 {"timestamp":"2018-01-01T05:01:35Z","animal":"mongoose", "location":2,"number":200}
 {"timestamp":"2018-01-01T06:01:35Z","animal":"snake", "location":3, "number":300}
@@ -26,7 +26,7 @@ We've included sample data for this tutorial at `quickstart/tutorial/transform-d
 
 We will ingest the sample data using the following spec, which demonstrates the use of transform specs:
 
-```
+```json
 {
   "type" : "index",
   "spec" : {
@@ -115,7 +115,7 @@ This filter selects the first 3 rows, and it will exclude the final "lion" row i
 
 Let's submit this task now, which has been included at `quickstart/tutorial/transform-index.json`:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/transform-index.json
 ```
 
@@ -123,7 +123,7 @@ bin/post-index-task --file quickstart/tutorial/transform-index.json
 
 Let's run `bin/dsql` and issue a `select * from "transform-tutorial";` query to see what was ingested:
 
-```
+```bash
 dsql> select * from "transform-tutorial";
 ┌──────────────────────────┬────────────────┬───────┬──────────┬────────┬───────────────┐
 │ __time                   │ animal         │ count │ location │ number │ triple-number │
diff --git a/docs/content/tutorials/tutorial-update-data.md b/docs/content/tutorials/tutorial-update-data.md
index f463d390b6b..a7df2a5bcb5 100644
--- a/docs/content/tutorials/tutorial-update-data.md
+++ b/docs/content/tutorials/tutorial-update-data.md
@@ -9,7 +9,7 @@ This tutorial demonstrates how to update existing data, showing both overwrites
 For this tutorial, we'll assume you've already downloaded Druid as described in 
 the [single-machine quickstart](index.html) and have it running on your local machine. 
 
-It will also be helpful to have finished [Tutorial: Loading a file](/docs/VERSION/tutorials/tutorial-batch.html), [Tutorial: Querying data](/docs/VERSION/tutorials/tutorial-query.html), and [Tutorial: Rollup](/docs/VERSION/tutorials/tutorial-rollup.html).
+It will also be helpful to have finished [Tutorial: Loading a file](../tutorials/tutorial-batch.html), [Tutorial: Querying data](../tutorials/tutorial-query.html), and [Tutorial: Rollup](../tutorials/tutorial-rollup.html).
 
 ## Overwrite
 
@@ -23,13 +23,13 @@ The spec we'll use for this tutorial is located at `quickstart/tutorial/updates-
 
 Let's submit that task:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/updates-init-index.json 
 ```
 
 We have three initial rows containing an "animal" dimension and "number" metric:
 
-```
+```bash
 dsql> select * from "updates-tutorial"; 
 ┌──────────────────────────┬──────────┬───────┬────────┐
 │ __time                   │ animal   │ count │ number │
@@ -51,13 +51,13 @@ Note that this task reads input from `quickstart/tutorial/updates-data2.json`, a
 
 Let's submit that task:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/updates-overwrite-index.json 
 ```
 
 When Druid finishes loading the new segment from this overwrite task, the "tiger" row now has the value "lion", the "aardvark" row has a different number, and the "giraffe" row has been replaced. It may take a couple of minutes for the changes to take effect:
 
-```
+```bash
 dsql> select * from "updates-tutorial";
 ┌──────────────────────────┬──────────┬───────┬────────┐
 │ __time                   │ animal   │ count │ number │
@@ -77,13 +77,13 @@ The `quickstart/tutorial/updates-append-index.json` task spec has been configure
 
 Let's submit that task:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/updates-append-index.json 
 ```
 
 When Druid finishes loading the new segment from this overwrite task, the new rows will have been added to the datasource. Note that roll-up occurred for the "lion" row:
 
-```
+```bash
 dsql> select * from "updates-tutorial";
 ┌──────────────────────────┬──────────┬───────┬────────┐
 │ __time                   │ animal   │ count │ number │
@@ -106,13 +106,13 @@ The `quickstart/tutorial/updates-append-index2.json` task spec reads input from
 
 Let's submit that task:
 
-```
+```bash
 bin/post-index-task --file quickstart/tutorial/updates-append-index2.json 
 ```
 
 When the new data is loaded, we can see two additional rows after "octopus". Note that the new "bear" row with number 222 has not been rolled up with the existing bear-111 row, because the new data is held in a separate segment.
 
-```
+```bash
 dsql> select * from "updates-tutorial";
 ┌──────────────────────────┬──────────┬───────┬────────┐
 │ __time                   │ animal   │ count │ number │
@@ -132,7 +132,7 @@ Retrieved 8 rows in 0.02s.
 
 If we run a GroupBy query instead of a `select *`, we can see that the "bear" rows will group together at query time:
 
-```
+```bash
 dsql> select __time, animal, SUM("count"), SUM("number") from "updates-tutorial" group by __time, animal;
 ┌──────────────────────────┬──────────┬────────┬────────┐
 │ __time                   │ animal   │ EXPR$2 │ EXPR$3 │