<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>SQL-based ingestion query examples · Apache Druid</title><meta name="viewport" content="width=device-width, initial-scale=1.0"/><link rel="canonical" href="https://druid.apache.org/docs/latest/multi-stage-query/examples.html"/><meta name="generator" content="Docusaurus"/><meta name="description" content="&lt;!--"/><meta name="docsearch:language" content="en"/><meta name="docsearch:version" content="25.0.0" /><meta property="og:title" content="SQL-based ingestion query examples · Apache Druid"/><meta property="og:type" content="website"/><meta property="og:url" content="https://druid.apache.org/index.html"/><meta property="og:description" content="&lt;!--"/><meta property="og:image" content="https://druid.apache.org/img/druid_nav.png"/><meta name="twitter:card" content="summary"/><meta name="twitter:image" content="https://druid.apache.org/img/druid_nav.png"/><link rel="shortcut icon" href="/img/favicon.png"/><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.css"/><link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/default.min.css"/><script async="" src="https://www.googletagmanager.com/gtag/js?id=UA-131010415-1"></script><script>
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class="icon-toc"></i></div></div><div class="navGroups"><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Getting started<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><li class="navListItem"><a class="navItem" href="/docs/latest/design/index.html">Introduction to Apache Druid</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/index.html">Quickstart (local)</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/operations/single-server.html">Single server deployment</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/cluster.html">Clustered deployment</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Tutorials<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path 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sketches</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-retention.html">Configuring data retention</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-update-data.html">Updating existing data</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-compaction.html">Compacting segments</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-delete-data.html">Deleting data</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-ingestion-spec.html">Writing an ingestion spec</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-transform-spec.html">Transforming input data</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/docker.html">Tutorial: Run with Docker</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-kerberos-hadoop.html">Kerberized HDFS deep storage</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-msq-convert-spec.html">Convert ingestion spec to SQL</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/tutorials/tutorial-jupyter-index.html">Jupyter Notebook tutorials</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Design<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><li class="navListItem"><a class="navItem" href="/docs/latest/design/architecture.html">Design</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/design/segments.html">Segments</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/design/processes.html">Processes and servers</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/dependencies/deep-storage.html">Deep storage</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/dependencies/metadata-storage.html">Metadata storage</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/dependencies/zookeeper.html">ZooKeeper</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Ingestion<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/index.html">Ingestion</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/data-formats.html">Data formats</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/data-model.html">Data model</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/rollup.html">Data rollup</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/partitioning.html">Partitioning</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/ingestion-spec.html">Ingestion spec</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/schema-design.html">Schema design tips</a></li><div class="navGroup subNavGroup"><h4 class="navGroupSubcategoryTitle">Stream ingestion</h4><ul><li class="navListItem"><a class="navItem" href="/docs/latest/development/extensions-core/kafka-ingestion.html">Apache Kafka ingestion</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/development/extensions-core/kafka-supervisor-reference.html">Apache Kafka supervisor</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/development/extensions-core/kafka-supervisor-operations.html">Apache Kafka operations</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/development/extensions-core/kinesis-ingestion.html">Amazon Kinesis</a></li></ul></div><div class="navGroup subNavGroup"><h4 class="navGroupSubcategoryTitle">Batch ingestion</h4><ul><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/native-batch.html">Native batch</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/native-batch-input-sources.html">Native batch: input sources</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/migrate-from-firehose.html">Migrate from firehose</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/hadoop.html">Hadoop-based</a></li></ul></div><div class="navGroup subNavGroup"><h4 class="navGroupSubcategoryTitle">SQL-based ingestion 🆕</h4><ul><li class="navListItem"><a class="navItem" href="/docs/latest/multi-stage-query/index.html">Overview</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/multi-stage-query/concepts.html">Key concepts</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/multi-stage-query/api.html">API</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/multi-stage-query/security.html">Security</a></li><li class="navListItem navListItemActive"><a class="navItem" href="/docs/latest/multi-stage-query/examples.html">Examples</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/multi-stage-query/reference.html">Reference</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/multi-stage-query/known-issues.html">Known issues</a></li></ul></div><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/tasks.html">Task reference</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/ingestion/faq.html">Troubleshooting FAQ</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Data management<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><li class="navListItem"><a class="navItem" href="/docs/latest/data-management/index.html">Overview</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/data-management/update.html">Data updates</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/data-management/delete.html">Data deletion</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/data-management/schema-changes.html">Schema changes</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/data-management/compaction.html">Compaction</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/data-management/automatic-compaction.html">Automatic compaction</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Querying<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><div class="navGroup subNavGroup"><h4 class="navGroupSubcategoryTitle">Druid SQL</h4><ul><li class="navListItem"><a class="navItem" href="/docs/latest/querying/sql.html">Overview and syntax</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/sql-data-types.html">SQL data types</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/sql-operators.html">Operators</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/sql-scalar.html">Scalar functions</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/sql-aggregations.html">Aggregation functions</a></li><li class="navListItem"><a class="navItem" 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href="/docs/latest/querying/querying.html">Native queries</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/query-execution.html">Query execution</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/troubleshooting.html">Troubleshooting</a></li><div class="navGroup subNavGroup"><h4 class="navGroupSubcategoryTitle">Concepts</h4><ul><li class="navListItem"><a class="navItem" href="/docs/latest/querying/datasource.html">Datasources</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/joins.html">Joins</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/lookups.html">Lookups</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/multi-value-dimensions.html">Multi-value dimensions</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/nested-columns.html">Nested columns</a></li><li class="navListItem"><a class="navItem" 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class="navListItem"><a class="navItem" href="/docs/latest/querying/post-aggregations.html">Post-aggregations</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/misc/math-expr.html">Expressions</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/having.html">Having filters (groupBy)</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/limitspec.html">Sorting and limiting (groupBy)</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/topnmetricspec.html">Sorting (topN)</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/sorting-orders.html">String comparators</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/querying/virtual-columns.html">Virtual columns</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/development/geo.html">Spatial filters</a></li></ul></div></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Configuration<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><li class="navListItem"><a class="navItem" href="/docs/latest/configuration/index.html">Configuration reference</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/development/extensions.html">Extensions</a></li><li class="navListItem"><a class="navItem" href="/docs/latest/configuration/logging.html">Logging</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle collapsible">Operations<span class="arrow"><svg width="24" height="24" viewBox="0 0 24 24"><path fill="#565656" d="M7.41 15.41L12 10.83l4.59 4.58L18 14l-6-6-6 6z"></path><path d="M0 0h24v24H0z" fill="none"></path></svg></span></h3><ul class="hide"><li class="navListItem"><a class="navItem" href="/docs/latest/operations/web-console.html">Web 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<blockquote>
<p>This page describes SQL-based batch ingestion using the <a href="/docs/latest/multi-stage-query/index.html"><code>druid-multi-stage-query</code></a>
extension, new in Druid 24.0. Refer to the <a href="/docs/latest/ingestion/index.html#batch">ingestion methods</a> table to determine which
ingestion method is right for you.</p>
</blockquote>
<p>These example queries show you some of the things you can do when modifying queries for your use case. Copy the example queries into the <strong>Query</strong> view of the web console and run them to see what they do.</p>
<h2><a class="anchor" aria-hidden="true" id="insert-with-no-rollup"></a><a href="#insert-with-no-rollup" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>INSERT with no rollup</h2>
<p>This example inserts data into a table named <code>w000</code> without performing any data rollup:</p>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">INSERT</span> <span class="hljs-keyword">INTO</span> w000
<span class="hljs-keyword">SELECT</span>
  TIME_PARSE(<span class="hljs-string">"timestamp"</span>) <span class="hljs-keyword">AS</span> __time,
  isRobot,
  channel,
  flags,
  isUnpatrolled,
  page,
  diffUrl,
  added,
  <span class="hljs-keyword">comment</span>,
  commentLength,
  isNew,
  isMinor,
  delta,
  isAnonymous,
  <span class="hljs-keyword">user</span>,
  deltaBucket,
  deleted,
  namespace,
  cityName,
  countryName,
  regionIsoCode,
  metroCode,
  countryIsoCode,
  regionName
<span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
    EXTERN(
      <span class="hljs-string">'{"type":"http","uris":["https://druid.apache.org/data/wikipedia.json.gz"]}'</span>,
      <span class="hljs-string">'{"type":"json"}'</span>,
      <span class="hljs-string">'[{"name":"isRobot","type":"string"},{"name":"channel","type":"string"},{"name":"timestamp","type":"string"},{"name":"flags","type":"string"},{"name":"isUnpatrolled","type":"string"},{"name":"page","type":"string"},{"name":"diffUrl","type":"string"},{"name":"added","type":"long"},{"name":"comment","type":"string"},{"name":"commentLength","type":"long"},{"name":"isNew","type":"string"},{"name":"isMinor","type":"string"},{"name":"delta","type":"long"},{"name":"isAnonymous","type":"string"},{"name":"user","type":"string"},{"name":"deltaBucket","type":"long"},{"name":"deleted","type":"long"},{"name":"namespace","type":"string"},{"name":"cityName","type":"string"},{"name":"countryName","type":"string"},{"name":"regionIsoCode","type":"string"},{"name":"metroCode","type":"long"},{"name":"countryIsoCode","type":"string"},{"name":"regionName","type":"string"}]'</span>
    )
  )
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
CLUSTERED <span class="hljs-keyword">BY</span> channel
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="insert-with-rollup"></a><a href="#insert-with-rollup" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>INSERT with rollup</h2>
<p>This example inserts data into a table named <code>kttm_data</code> and performs data rollup. This example implements the recommendations described in <a href="/docs/latest/multi-stage-query/concepts.html#rollup">Rollup</a>.</p>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">INSERT</span> <span class="hljs-keyword">INTO</span> <span class="hljs-string">"kttm_rollup"</span>

<span class="hljs-keyword">WITH</span> kttm_data <span class="hljs-keyword">AS</span> (
<span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/kttm-v2/kttm-v2-2019-08-25.json.gz"]}'</span>,
    <span class="hljs-string">'{"type":"json"}'</span>,
    <span class="hljs-string">'[{"name":"timestamp","type":"string"},{"name":"agent_category","type":"string"},{"name":"agent_type","type":"string"},{"name":"browser","type":"string"},{"name":"browser_version","type":"string"},{"name":"city","type":"string"},{"name":"continent","type":"string"},{"name":"country","type":"string"},{"name":"version","type":"string"},{"name":"event_type","type":"string"},{"name":"event_subtype","type":"string"},{"name":"loaded_image","type":"string"},{"name":"adblock_list","type":"string"},{"name":"forwarded_for","type":"string"},{"name":"language","type":"string"},{"name":"number","type":"long"},{"name":"os","type":"string"},{"name":"path","type":"string"},{"name":"platform","type":"string"},{"name":"referrer","type":"string"},{"name":"referrer_host","type":"string"},{"name":"region","type":"string"},{"name":"remote_address","type":"string"},{"name":"screen","type":"string"},{"name":"session","type":"string"},{"name":"session_length","type":"long"},{"name":"timezone","type":"string"},{"name":"timezone_offset","type":"long"},{"name":"window","type":"string"}]'</span>
  )
))

<span class="hljs-keyword">SELECT</span>
  <span class="hljs-keyword">FLOOR</span>(TIME_PARSE(<span class="hljs-string">"timestamp"</span>) <span class="hljs-keyword">TO</span> <span class="hljs-keyword">MINUTE</span>) <span class="hljs-keyword">AS</span> __time,
  <span class="hljs-keyword">session</span>,
  agent_category,
  agent_type,
  browser,
  browser_version,
  MV_TO_ARRAY(<span class="hljs-string">"language"</span>) <span class="hljs-keyword">AS</span> <span class="hljs-string">"language"</span>, <span class="hljs-comment">-- Multi-value string dimension</span>
  os,
  city,
  country,
  forwarded_for <span class="hljs-keyword">AS</span> ip_address,

  <span class="hljs-keyword">COUNT</span>(*) <span class="hljs-keyword">AS</span> <span class="hljs-string">"cnt"</span>,
  <span class="hljs-keyword">SUM</span>(session_length) <span class="hljs-keyword">AS</span> session_length,
  APPROX_COUNT_DISTINCT_DS_HLL(event_type) <span class="hljs-keyword">AS</span> unique_event_types
<span class="hljs-keyword">FROM</span> kttm_data
<span class="hljs-keyword">WHERE</span> os = <span class="hljs-string">'iOS'</span>
<span class="hljs-keyword">GROUP</span> <span class="hljs-keyword">BY</span> <span class="hljs-number">1</span>, <span class="hljs-number">2</span>, <span class="hljs-number">3</span>, <span class="hljs-number">4</span>, <span class="hljs-number">5</span>, <span class="hljs-number">6</span>, <span class="hljs-number">7</span>, <span class="hljs-number">8</span>, <span class="hljs-number">9</span>, <span class="hljs-number">10</span>, <span class="hljs-number">11</span>
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
CLUSTERED <span class="hljs-keyword">BY</span> browser, <span class="hljs-keyword">session</span>
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="insert-for-reindexing-an-existing-datasource"></a><a href="#insert-for-reindexing-an-existing-datasource" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>INSERT for reindexing an existing datasource</h2>
<p>This example aggregates data from a table named <code>w000</code> and inserts the result into <code>w002</code>.</p>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">INSERT</span> <span class="hljs-keyword">INTO</span> w002
<span class="hljs-keyword">SELECT</span>
  <span class="hljs-keyword">FLOOR</span>(__time <span class="hljs-keyword">TO</span> <span class="hljs-keyword">MINUTE</span>) <span class="hljs-keyword">AS</span> __time,
  channel,
  countryIsoCode,
  countryName,
  regionIsoCode,
  regionName,
  page,
  <span class="hljs-keyword">COUNT</span>(*) <span class="hljs-keyword">AS</span> cnt,
  <span class="hljs-keyword">SUM</span>(added) <span class="hljs-keyword">AS</span> sum_added,
  <span class="hljs-keyword">SUM</span>(deleted) <span class="hljs-keyword">AS</span> sum_deleted
<span class="hljs-keyword">FROM</span> w000
<span class="hljs-keyword">GROUP</span> <span class="hljs-keyword">BY</span> <span class="hljs-number">1</span>, <span class="hljs-number">2</span>, <span class="hljs-number">3</span>, <span class="hljs-number">4</span>, <span class="hljs-number">5</span>, <span class="hljs-number">6</span>, <span class="hljs-number">7</span>
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
CLUSTERED <span class="hljs-keyword">BY</span> page
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="insert-with-join"></a><a href="#insert-with-join" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>INSERT with JOIN</h2>
<p>This example inserts data into a table named <code>w003</code> and joins data from two sources:</p>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">INSERT</span> <span class="hljs-keyword">INTO</span> w003
<span class="hljs-keyword">WITH</span>
wikidata <span class="hljs-keyword">AS</span> (<span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://druid.apache.org/data/wikipedia.json.gz"]}'</span>,
    <span class="hljs-string">'{"type":"json"}'</span>,
    <span class="hljs-string">'[{"name":"isRobot","type":"string"},{"name":"channel","type":"string"},{"name":"timestamp","type":"string"},{"name":"flags","type":"string"},{"name":"isUnpatrolled","type":"string"},{"name":"page","type":"string"},{"name":"diffUrl","type":"string"},{"name":"added","type":"long"},{"name":"comment","type":"string"},{"name":"commentLength","type":"long"},{"name":"isNew","type":"string"},{"name":"isMinor","type":"string"},{"name":"delta","type":"long"},{"name":"isAnonymous","type":"string"},{"name":"user","type":"string"},{"name":"deltaBucket","type":"long"},{"name":"deleted","type":"long"},{"name":"namespace","type":"string"},{"name":"cityName","type":"string"},{"name":"countryName","type":"string"},{"name":"regionIsoCode","type":"string"},{"name":"metroCode","type":"long"},{"name":"countryIsoCode","type":"string"},{"name":"regionName","type":"string"}]'</span>
  )
)),
countries <span class="hljs-keyword">AS</span> (<span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/lookup/countries.tsv"]}'</span>,
    <span class="hljs-string">'{"type":"tsv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Country","type":"string"},{"name":"Capital","type":"string"},{"name":"ISO3","type":"string"},{"name":"ISO2","type":"string"}]'</span>
  )
))
<span class="hljs-keyword">SELECT</span>
  TIME_PARSE(<span class="hljs-string">"timestamp"</span>) <span class="hljs-keyword">AS</span> __time,
  isRobot,
  channel,
  flags,
  isUnpatrolled,
  page,
  diffUrl,
  added,
  <span class="hljs-keyword">comment</span>,
  commentLength,
  isNew,
  isMinor,
  delta,
  isAnonymous,
  <span class="hljs-keyword">user</span>,
  deltaBucket,
  deleted,
  namespace,
  cityName,
  countryName,
  regionIsoCode,
  metroCode,
  countryIsoCode,
  countries.Capital <span class="hljs-keyword">AS</span> countryCapital,
  regionName
<span class="hljs-keyword">FROM</span> wikidata
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> countries <span class="hljs-keyword">ON</span> wikidata.countryIsoCode = countries.ISO2
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="replace-an-entire-datasource"></a><a href="#replace-an-entire-datasource" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>REPLACE an entire datasource</h2>
<p>This example replaces the entire datasource used in the table <code>w007</code> with the new query data while dropping the old data:</p>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">REPLACE</span> <span class="hljs-keyword">INTO</span> w007
OVERWRITE <span class="hljs-keyword">ALL</span>
<span class="hljs-keyword">SELECT</span>
  TIME_PARSE(<span class="hljs-string">"timestamp"</span>) <span class="hljs-keyword">AS</span> __time,
  isRobot,
  channel,
  flags,
  isUnpatrolled,
  page,
  diffUrl,
  added,
  <span class="hljs-keyword">comment</span>,
  commentLength,
  isNew,
  isMinor,
  delta,
  isAnonymous,
  <span class="hljs-keyword">user</span>,
  deltaBucket,
  deleted,
  namespace,
  cityName,
  countryName,
  regionIsoCode,
  metroCode,
  countryIsoCode,
  regionName
<span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
    EXTERN(
      <span class="hljs-string">'{"type":"http","uris":["https://druid.apache.org/data/wikipedia.json.gz"]}'</span>,
      <span class="hljs-string">'{"type":"json"}'</span>,
      <span class="hljs-string">'[{"name":"isRobot","type":"string"},{"name":"channel","type":"string"},{"name":"timestamp","type":"string"},{"name":"flags","type":"string"},{"name":"isUnpatrolled","type":"string"},{"name":"page","type":"string"},{"name":"diffUrl","type":"string"},{"name":"added","type":"long"},{"name":"comment","type":"string"},{"name":"commentLength","type":"long"},{"name":"isNew","type":"string"},{"name":"isMinor","type":"string"},{"name":"delta","type":"long"},{"name":"isAnonymous","type":"string"},{"name":"user","type":"string"},{"name":"deltaBucket","type":"long"},{"name":"deleted","type":"long"},{"name":"namespace","type":"string"},{"name":"cityName","type":"string"},{"name":"countryName","type":"string"},{"name":"regionIsoCode","type":"string"},{"name":"metroCode","type":"long"},{"name":"countryIsoCode","type":"string"},{"name":"regionName","type":"string"}]'</span>
    )
  )
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
CLUSTERED <span class="hljs-keyword">BY</span> channel
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="replace-for-replacing-a-specific-time-segment"></a><a href="#replace-for-replacing-a-specific-time-segment" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>REPLACE for replacing a specific time segment</h2>
<p>This example replaces certain segments in a datasource with the new query data while dropping old segments:</p>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">REPLACE</span> <span class="hljs-keyword">INTO</span> w007
OVERWRITE <span class="hljs-keyword">WHERE</span> __time &gt;= <span class="hljs-built_in">TIMESTAMP</span> <span class="hljs-string">'2019-08-25 02:00:00'</span> <span class="hljs-keyword">AND</span> __time &lt; <span class="hljs-built_in">TIMESTAMP</span> <span class="hljs-string">'2019-08-25 03:00:00'</span>
<span class="hljs-keyword">SELECT</span>
  <span class="hljs-keyword">FLOOR</span>(__time <span class="hljs-keyword">TO</span> <span class="hljs-keyword">MINUTE</span>) <span class="hljs-keyword">AS</span> __time,
  channel,
  countryIsoCode,
  countryName,
  regionIsoCode,
  regionName,
  page
<span class="hljs-keyword">FROM</span> w007
<span class="hljs-keyword">WHERE</span> __time &gt;= <span class="hljs-built_in">TIMESTAMP</span> <span class="hljs-string">'2019-08-25 02:00:00'</span> <span class="hljs-keyword">AND</span> __time &lt; <span class="hljs-built_in">TIMESTAMP</span> <span class="hljs-string">'2019-08-25 03:00:00'</span> <span class="hljs-keyword">AND</span> countryName = <span class="hljs-string">"Canada"</span>
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
CLUSTERED <span class="hljs-keyword">BY</span> page
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="replace-for-reindexing-an-existing-datasource-into-itself"></a><a href="#replace-for-reindexing-an-existing-datasource-into-itself" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>REPLACE for reindexing an existing datasource into itself</h2>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">REPLACE</span> <span class="hljs-keyword">INTO</span> w000
OVERWRITE <span class="hljs-keyword">ALL</span>
<span class="hljs-keyword">SELECT</span>
  <span class="hljs-keyword">FLOOR</span>(__time <span class="hljs-keyword">TO</span> <span class="hljs-keyword">MINUTE</span>) <span class="hljs-keyword">AS</span> __time,
  channel,
  countryIsoCode,
  countryName,
  regionIsoCode,
  regionName,
  page,
  <span class="hljs-keyword">COUNT</span>(*) <span class="hljs-keyword">AS</span> cnt,
  <span class="hljs-keyword">SUM</span>(added) <span class="hljs-keyword">AS</span> sum_added,
  <span class="hljs-keyword">SUM</span>(deleted) <span class="hljs-keyword">AS</span> sum_deleted
<span class="hljs-keyword">FROM</span> w000
<span class="hljs-keyword">GROUP</span> <span class="hljs-keyword">BY</span> <span class="hljs-number">1</span>, <span class="hljs-number">2</span>, <span class="hljs-number">3</span>, <span class="hljs-number">4</span>, <span class="hljs-number">5</span>, <span class="hljs-number">6</span>, <span class="hljs-number">7</span>
PARTITIONED <span class="hljs-keyword">BY</span> <span class="hljs-keyword">HOUR</span>
CLUSTERED <span class="hljs-keyword">BY</span> page
</code></pre>
<p></details></p>
<h2><a class="anchor" aria-hidden="true" id="select-with-extern-and-join"></a><a href="#select-with-extern-and-join" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>SELECT with EXTERN and JOIN</h2>
<p><details><summary>Show the query</summary></p>
<pre><code class="hljs css language-sql"><span class="hljs-keyword">WITH</span> flights <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/flights/On_Time_Reporting_Carrier_On_Time_Performance_(1987_present)_2005_11.csv.zip"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"depaturetime","type":"string"},{"name":"arrivalime","type":"string"},{"name":"Year","type":"long"},{"name":"Quarter","type":"long"},{"name":"Month","type":"long"},{"name":"DayofMonth","type":"long"},{"name":"DayOfWeek","type":"long"},{"name":"FlightDate","type":"string"},{"name":"Reporting_Airline","type":"string"},{"name":"DOT_ID_Reporting_Airline","type":"long"},{"name":"IATA_CODE_Reporting_Airline","type":"string"},{"name":"Tail_Number","type":"string"},{"name":"Flight_Number_Reporting_Airline","type":"long"},{"name":"OriginAirportID","type":"long"},{"name":"OriginAirportSeqID","type":"long"},{"name":"OriginCityMarketID","type":"long"},{"name":"Origin","type":"string"},{"name":"OriginCityName","type":"string"},{"name":"OriginState","type":"string"},{"name":"OriginStateFips","type":"long"},{"name":"OriginStateName","type":"string"},{"name":"OriginWac","type":"long"},{"name":"DestAirportID","type":"long"},{"name":"DestAirportSeqID","type":"long"},{"name":"DestCityMarketID","type":"long"},{"name":"Dest","type":"string"},{"name":"DestCityName","type":"string"},{"name":"DestState","type":"string"},{"name":"DestStateFips","type":"long"},{"name":"DestStateName","type":"string"},{"name":"DestWac","type":"long"},{"name":"CRSDepTime","type":"long"},{"name":"DepTime","type":"long"},{"name":"DepDelay","type":"long"},{"name":"DepDelayMinutes","type":"long"},{"name":"DepDel15","type":"long"},{"name":"DepartureDelayGroups","type":"long"},{"name":"DepTimeBlk","type":"string"},{"name":"TaxiOut","type":"long"},{"name":"WheelsOff","type":"long"},{"name":"WheelsOn","type":"long"},{"name":"TaxiIn","type":"long"},{"name":"CRSArrTime","type":"long"},{"name":"ArrTime","type":"long"},{"name":"ArrDelay","type":"long"},{"name":"ArrDelayMinutes","type":"long"},{"name":"ArrDel15","type":"long"},{"name":"ArrivalDelayGroups","type":"long"},{"name":"ArrTimeBlk","type":"string"},{"name":"Cancelled","type":"long"},{"name":"CancellationCode","type":"string"},{"name":"Diverted","type":"long"},{"name":"CRSElapsedTime","type":"long"},{"name":"ActualElapsedTime","type":"long"},{"name":"AirTime","type":"long"},{"name":"Flights","type":"long"},{"name":"Distance","type":"long"},{"name":"DistanceGroup","type":"long"},{"name":"CarrierDelay","type":"long"},{"name":"WeatherDelay","type":"long"},{"name":"NASDelay","type":"long"},{"name":"SecurityDelay","type":"long"},{"name":"LateAircraftDelay","type":"long"},{"name":"FirstDepTime","type":"string"},{"name":"TotalAddGTime","type":"string"},{"name":"LongestAddGTime","type":"string"},{"name":"DivAirportLandings","type":"string"},{"name":"DivReachedDest","type":"string"},{"name":"DivActualElapsedTime","type":"string"},{"name":"DivArrDelay","type":"string"},{"name":"DivDistance","type":"string"},{"name":"Div1Airport","type":"string"},{"name":"Div1AirportID","type":"string"},{"name":"Div1AirportSeqID","type":"string"},{"name":"Div1WheelsOn","type":"string"},{"name":"Div1TotalGTime","type":"string"},{"name":"Div1LongestGTime","type":"string"},{"name":"Div1WheelsOff","type":"string"},{"name":"Div1TailNum","type":"string"},{"name":"Div2Airport","type":"string"},{"name":"Div2AirportID","type":"string"},{"name":"Div2AirportSeqID","type":"string"},{"name":"Div2WheelsOn","type":"string"},{"name":"Div2TotalGTime","type":"string"},{"name":"Div2LongestGTime","type":"string"},{"name":"Div2WheelsOff","type":"string"},{"name":"Div2TailNum","type":"string"},{"name":"Div3Airport","type":"string"},{"name":"Div3AirportID","type":"string"},{"name":"Div3AirportSeqID","type":"string"},{"name":"Div3WheelsOn","type":"string"},{"name":"Div3TotalGTime","type":"string"},{"name":"Div3LongestGTime","type":"string"},{"name":"Div3WheelsOff","type":"string"},{"name":"Div3TailNum","type":"string"},{"name":"Div4Airport","type":"string"},{"name":"Div4AirportID","type":"string"},{"name":"Div4AirportSeqID","type":"string"},{"name":"Div4WheelsOn","type":"string"},{"name":"Div4TotalGTime","type":"string"},{"name":"Div4LongestGTime","type":"string"},{"name":"Div4WheelsOff","type":"string"},{"name":"Div4TailNum","type":"string"},{"name":"Div5Airport","type":"string"},{"name":"Div5AirportID","type":"string"},{"name":"Div5AirportSeqID","type":"string"},{"name":"Div5WheelsOn","type":"string"},{"name":"Div5TotalGTime","type":"string"},{"name":"Div5LongestGTime","type":"string"},{"name":"Div5WheelsOff","type":"string"},{"name":"Div5TailNum","type":"string"},{"name":"Unnamed: 109","type":"string"}]'</span>
  )
)),
L_AIRPORT <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/dimensions/L_AIRPORT.csv"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Code","type":"string"},{"name":"Description","type":"string"}]'</span>
  )
)),
L_AIRPORT_ID <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/dimensions/L_AIRPORT_ID.csv"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Code","type":"long"},{"name":"Description","type":"string"}]'</span>
  )
)),
L_AIRLINE_ID <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/dimensions/L_AIRLINE_ID.csv"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Code","type":"long"},{"name":"Description","type":"string"}]'</span>
  )
)),
L_CITY_MARKET_ID <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/dimensions/L_CITY_MARKET_ID.csv"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Code","type":"long"},{"name":"Description","type":"string"}]'</span>
  )
)),
L_CANCELLATION <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/dimensions/L_CANCELLATION.csv"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Code","type":"string"},{"name":"Description","type":"string"}]'</span>
  )
)),
L_STATE_FIPS <span class="hljs-keyword">AS</span> (
  <span class="hljs-keyword">SELECT</span> * <span class="hljs-keyword">FROM</span> <span class="hljs-keyword">TABLE</span>(
  EXTERN(
    <span class="hljs-string">'{"type":"http","uris":["https://static.imply.io/example-data/flight_on_time/dimensions/L_STATE_FIPS.csv"]}'</span>,
    <span class="hljs-string">'{"type":"csv","findColumnsFromHeader":true}'</span>,
    <span class="hljs-string">'[{"name":"Code","type":"long"},{"name":"Description","type":"string"}]'</span>
  )
))
<span class="hljs-keyword">SELECT</span>
  depaturetime,
  arrivalime,
  <span class="hljs-comment">-- "Year",</span>
  <span class="hljs-comment">-- Quarter,</span>
  <span class="hljs-comment">-- "Month",</span>
  <span class="hljs-comment">-- DayofMonth,</span>
  <span class="hljs-comment">-- DayOfWeek,</span>
  <span class="hljs-comment">-- FlightDate,</span>
  Reporting_Airline,

  DOT_ID_Reporting_Airline,
  DOTAirlineLookup.Description <span class="hljs-keyword">AS</span> DOT_Reporting_Airline,

  IATA_CODE_Reporting_Airline,
  Tail_Number,
  Flight_Number_Reporting_Airline,

  OriginAirportID,
  OriginAirportIDLookup.Description <span class="hljs-keyword">AS</span> OriginAirport,

  OriginAirportSeqID,

  OriginCityMarketID,
  OriginCityMarketIDLookup.Description <span class="hljs-keyword">AS</span> OriginCityMarket,

  Origin,
  OriginAirportLookup.Description <span class="hljs-keyword">AS</span> OriginDescription,

  OriginCityName,
  OriginState,

  OriginStateFips,
  OriginStateFipsLookup.Description <span class="hljs-keyword">AS</span> OriginStateFipsDescription,

  OriginStateName,
  OriginWac,

  DestAirportID,
  DestAirportIDLookup.Description <span class="hljs-keyword">AS</span> DestAirport,

  DestAirportSeqID,

  DestCityMarketID,
  DestCityMarketIDLookup.Description <span class="hljs-keyword">AS</span> DestCityMarket,

  Dest,
  DestAirportLookup.Description <span class="hljs-keyword">AS</span> DestDescription,

  DestCityName,
  DestState,

  DestStateFips,
  DestStateFipsLookup.Description <span class="hljs-keyword">AS</span> DestStateFipsDescription,

  DestStateName,
  DestWac,

  CRSDepTime,
  DepTime,
  DepDelay,
  DepDelayMinutes,
  DepDel15,
  DepartureDelayGroups,
  DepTimeBlk,
  TaxiOut,
  WheelsOff,
  WheelsOn,
  TaxiIn,
  CRSArrTime,
  ArrTime,
  ArrDelay,
  ArrDelayMinutes,
  ArrDel15,
  ArrivalDelayGroups,
  ArrTimeBlk,

  Cancelled,
  CancellationCode,
  CancellationCodeLookup.Description <span class="hljs-keyword">AS</span> CancellationReason,

  Diverted,
  CRSElapsedTime,
  ActualElapsedTime,
  AirTime,
  Flights,
  Distance,
  DistanceGroup,
  CarrierDelay,
  WeatherDelay,
  NASDelay,
  SecurityDelay,
  LateAircraftDelay,
  FirstDepTime,
  TotalAddGTime,
  LongestAddGTime
<span class="hljs-keyword">FROM</span> <span class="hljs-string">"flights"</span>
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_AIRLINE_ID <span class="hljs-keyword">AS</span> DOTAirlineLookup <span class="hljs-keyword">ON</span> DOT_ID_Reporting_Airline = DOTAirlineLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_AIRPORT <span class="hljs-keyword">AS</span> OriginAirportLookup <span class="hljs-keyword">ON</span> Origin = OriginAirportLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_AIRPORT <span class="hljs-keyword">AS</span> DestAirportLookup <span class="hljs-keyword">ON</span> Dest = DestAirportLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_AIRPORT_ID <span class="hljs-keyword">AS</span> OriginAirportIDLookup <span class="hljs-keyword">ON</span> OriginAirportID = OriginAirportIDLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_AIRPORT_ID <span class="hljs-keyword">AS</span> DestAirportIDLookup <span class="hljs-keyword">ON</span> DestAirportID = DestAirportIDLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_CITY_MARKET_ID <span class="hljs-keyword">AS</span> OriginCityMarketIDLookup <span class="hljs-keyword">ON</span> OriginCityMarketID = OriginCityMarketIDLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_CITY_MARKET_ID <span class="hljs-keyword">AS</span> DestCityMarketIDLookup <span class="hljs-keyword">ON</span> DestCityMarketID = DestCityMarketIDLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_STATE_FIPS <span class="hljs-keyword">AS</span> OriginStateFipsLookup <span class="hljs-keyword">ON</span> OriginStateFips = OriginStateFipsLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_STATE_FIPS <span class="hljs-keyword">AS</span> DestStateFipsLookup <span class="hljs-keyword">ON</span> DestStateFips = DestStateFipsLookup.Code
<span class="hljs-keyword">LEFT</span> <span class="hljs-keyword">JOIN</span> L_CANCELLATION <span class="hljs-keyword">AS</span> CancellationCodeLookup <span class="hljs-keyword">ON</span> CancellationCode = CancellationCodeLookup.Code
<span class="hljs-keyword">LIMIT</span> <span class="hljs-number">1000</span>
</code></pre>
<p></details></p>
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