Now that the data is all loaded into your instance, you can start running queries on the database. A number of queries have been selected for you from the TPC-H specifications in this guide. For the complete workload of 22 queries that can be run against the TPC-H database, click here.

First, open up your SQL Editor to begin querying the data.

Query 1: Pricing Summary Report

This query reports the amount of business that was billed, shipped, and returned within 60 - 120 days of the greatest ship data contained in the database.

use tpch;
select
    l_returnflag,
    l_linestatus,
    sum(l_quantity) as sum_qty,
    sum(l_extendedprice) as sum_base_price,
    sum(l_extendedprice * (1 - l_discount)) as sum_disc_price,
    sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) as sum_charge,
    avg(l_quantity) as avg_qty,
    avg(l_extendedprice) as avg_price,
    avg(l_discount) as avg_disc,
    count(*) as count_order
from
    lineitem
where
    l_shipdate <= date('1998-12-01' - interval '90' day)
group by
    l_returnflag,
    l_linestatus
order by
    l_returnflag,
    l_linestatus;

Query 2: Shipping Priority

This query retrieves the 10 unshipped orders with the highest value.

use tpch;
select
    l_orderkey,
    sum(l_extendedprice * (1 - l_discount)) as revenue,
    o_orderdate,
    o_shippriority
from
    customer,
    orders,
    lineitem
where
    c_mktsegment = 'BUILDING'
    and c_custkey = o_custkey
    and l_orderkey = o_orderkey
    and o_orderdate < date('1995-03-15')
    and l_shipdate > date('1995-03-15')
group by
    l_orderkey,
    o_orderdate,
    o_shippriority
order by
    revenue desc,
    o_orderdate
limit 10;

Query 3: Returned Item Reporting

This query identifies top 20 customers who might be having problems with the parts that are shipped to them.

use tpch;
select
    c_custkey,
    c_name,
    sum(l_extendedprice * (1 - l_discount)) as revenue,
    c_acctbal,
    n_name,
    c_address,
    c_phone,
    c_comment
from
    customer,
    orders,
    lineitem,
    nation
where
    c_custkey = o_custkey
    and l_orderkey = o_orderkey
    and o_orderdate >= date('1993-10-01')
    and o_orderdate < date('1993-10-01') + interval '3' month
    and l_returnflag = 'R'
    and c_nationkey = n_nationkey
group by
    c_custkey,
    c_name,
    c_acctbal,
    c_phone,
    n_name,
    c_address,
    c_comment
order by
    revenue desc
limit 20;

Query 4: Product Type Profit Measure

This query determines how much profit is made on a given line of parts, broken out by supplier nation and year.

use tpch;
select
    nation,
    o_year,
    sum(amount) as sum_profit
from
    (
        select
            n_name as nation,
            extract(year from o_orderdate) as o_year,
            l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity as amount
        from
            part,
            supplier,
            lineitem,
            partsupp,
            orders,
            nation
        where
            s_suppkey = l_suppkey
            and ps_suppkey = l_suppkey
            and ps_partkey = l_partkey
            and p_partkey = l_partkey
            and o_orderkey = l_orderkey
            and s_nationkey = n_nationkey
            and p_name like '%green%'
    ) as profit
group by
    nation,
    o_year
order by
    nation,
    o_year desc;

Want more queries? Click here to get a full set of the 22 queries for a complete TPC-H workload.

Analyze Performance of Queries

SingleStore DB Studio has a convenient feature that allows you to record and visually analyze workload profiles at either the query or node level.

1. In SQL Editor, open up the Cluster icon and click Profile.

   

2. The Visual Explain window will open up. You can now explore the query and navigate around different operations.

   

Want to run a cluster with more than four license units? Create an Enterprise License trial key.

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