Adding upstream version 6.0.4.upstream/6.0.4

Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>

9 files changed, 1810 insertions, 0 deletions

diff --git a/tests/fixtures/optimizer/tpc-h/customer.csv.gz b/tests/fixtures/optimizer/tpc-h/customer.csv.gz
new file mode 100644
index 0000000..e0d149c
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/customer.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/lineitem.csv.gz b/tests/fixtures/optimizer/tpc-h/lineitem.csv.gz
new file mode 100644
index 0000000..08e40d8
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/lineitem.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/nation.csv.gz b/tests/fixtures/optimizer/tpc-h/nation.csv.gz
new file mode 100644
index 0000000..d5bf6e3
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/nation.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/orders.csv.gz b/tests/fixtures/optimizer/tpc-h/orders.csv.gz
new file mode 100644
index 0000000..9b572bc
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/orders.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/part.csv.gz b/tests/fixtures/optimizer/tpc-h/part.csv.gz
new file mode 100644
index 0000000..2dfdaa5
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/part.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/partsupp.csv.gz b/tests/fixtures/optimizer/tpc-h/partsupp.csv.gz
new file mode 100644
index 0000000..de9a2ce
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/partsupp.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/region.csv.gz b/tests/fixtures/optimizer/tpc-h/region.csv.gz
new file mode 100644
index 0000000..3dbd31a
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/region.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/supplier.csv.gz b/tests/fixtures/optimizer/tpc-h/supplier.csv.gz
new file mode 100644
index 0000000..8dad82a
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/supplier.csv.gz
diff --git a/tests/fixtures/optimizer/tpc-h/tpc-h.sql b/tests/fixtures/optimizer/tpc-h/tpc-h.sql
new file mode 100644
index 0000000..482e231
--- /dev/null
+++ b/tests/fixtures/optimizer/tpc-h/tpc-h.sql
@@ -0,0 +1,1810 @@
+--------------------------------------
+-- TPC-H 1
+--------------------------------------
+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
+        CAST(l_shipdate AS DATE) <= date '1998-12-01' - interval '90' day
+group by
+        l_returnflag,
+        l_linestatus
+order by
+        l_returnflag,
+        l_linestatus;
+SELECT
+  "lineitem"."l_returnflag" AS "l_returnflag",
+  "lineitem"."l_linestatus" AS "l_linestatus",
+  SUM("lineitem"."l_quantity") AS "sum_qty",
+  SUM("lineitem"."l_extendedprice") AS "sum_base_price",
+  SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+  )) AS "sum_disc_price",
+  SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+    ) * (
+      1 + "lineitem"."l_tax"
+  )) AS "sum_charge",
+  AVG("lineitem"."l_quantity") AS "avg_qty",
+  AVG("lineitem"."l_extendedprice") AS "avg_price",
+  AVG("lineitem"."l_discount") AS "avg_disc",
+  COUNT(*) AS "count_order"
+FROM "lineitem" AS "lineitem"
+WHERE
+  CAST("lineitem"."l_shipdate" AS DATE) <= CAST('1998-09-02' AS DATE)
+GROUP BY
+  "lineitem"."l_returnflag",
+  "lineitem"."l_linestatus"
+ORDER BY
+  "l_returnflag",
+  "l_linestatus";
+
+--------------------------------------
+-- TPC-H 2
+--------------------------------------
+select
+   s_acctbal,
+   s_name,
+   n_name,
+   p_partkey,
+   p_mfgr,
+   s_address,
+   s_phone,
+   s_comment
+from
+   part,
+   supplier,
+   partsupp,
+   nation,
+   region
+where
+   p_partkey = ps_partkey
+   and s_suppkey = ps_suppkey
+   and p_size = 15
+   and p_type like '%BRASS'
+   and s_nationkey = n_nationkey
+   and n_regionkey = r_regionkey
+   and r_name = 'EUROPE'
+   and ps_supplycost = (
+           select
+                   min(ps_supplycost)
+           from
+                   partsupp,
+                   supplier,
+                   nation,
+                   region
+           where
+                   p_partkey = ps_partkey
+                   and s_suppkey = ps_suppkey
+                   and s_nationkey = n_nationkey
+                   and n_regionkey = r_regionkey
+                   and r_name = 'EUROPE'
+   )
+order by
+   s_acctbal desc,
+   n_name,
+   s_name,
+   p_partkey
+limit
+   100;
+WITH "_e_0" AS (
+  SELECT
+    "partsupp"."ps_partkey" AS "ps_partkey",
+    "partsupp"."ps_suppkey" AS "ps_suppkey",
+    "partsupp"."ps_supplycost" AS "ps_supplycost"
+  FROM "partsupp" AS "partsupp"
+), "_e_1" AS (
+  SELECT
+    "region"."r_regionkey" AS "r_regionkey",
+    "region"."r_name" AS "r_name"
+  FROM "region" AS "region"
+  WHERE
+    "region"."r_name" = 'EUROPE'
+)
+SELECT
+  "supplier"."s_acctbal" AS "s_acctbal",
+  "supplier"."s_name" AS "s_name",
+  "nation"."n_name" AS "n_name",
+  "part"."p_partkey" AS "p_partkey",
+  "part"."p_mfgr" AS "p_mfgr",
+  "supplier"."s_address" AS "s_address",
+  "supplier"."s_phone" AS "s_phone",
+  "supplier"."s_comment" AS "s_comment"
+FROM (
+  SELECT
+    "part"."p_partkey" AS "p_partkey",
+    "part"."p_mfgr" AS "p_mfgr",
+    "part"."p_type" AS "p_type",
+    "part"."p_size" AS "p_size"
+  FROM "part" AS "part"
+  WHERE
+    "part"."p_size" = 15
+    AND "part"."p_type" LIKE '%BRASS'
+) AS "part"
+LEFT JOIN (
+  SELECT
+    MIN("partsupp"."ps_supplycost") AS "_col_0",
+    "partsupp"."ps_partkey" AS "_u_1"
+  FROM "_e_0" AS "partsupp"
+  CROSS JOIN "_e_1" AS "region"
+  JOIN (
+    SELECT
+      "nation"."n_nationkey" AS "n_nationkey",
+      "nation"."n_regionkey" AS "n_regionkey"
+    FROM "nation" AS "nation"
+  ) AS "nation"
+    ON "nation"."n_regionkey" = "region"."r_regionkey"
+  JOIN (
+    SELECT
+      "supplier"."s_suppkey" AS "s_suppkey",
+      "supplier"."s_nationkey" AS "s_nationkey"
+    FROM "supplier" AS "supplier"
+  ) AS "supplier"
+    ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+    AND "supplier"."s_suppkey" = "partsupp"."ps_suppkey"
+  GROUP BY
+    "partsupp"."ps_partkey"
+) AS "_u_0"
+  ON "part"."p_partkey" = "_u_0"."_u_1"
+CROSS JOIN "_e_1" AS "region"
+JOIN (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name",
+    "nation"."n_regionkey" AS "n_regionkey"
+  FROM "nation" AS "nation"
+) AS "nation"
+  ON "nation"."n_regionkey" = "region"."r_regionkey"
+JOIN "_e_0" AS "partsupp"
+  ON "part"."p_partkey" = "partsupp"."ps_partkey"
+JOIN (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey",
+    "supplier"."s_name" AS "s_name",
+    "supplier"."s_address" AS "s_address",
+    "supplier"."s_nationkey" AS "s_nationkey",
+    "supplier"."s_phone" AS "s_phone",
+    "supplier"."s_acctbal" AS "s_acctbal",
+    "supplier"."s_comment" AS "s_comment"
+  FROM "supplier" AS "supplier"
+) AS "supplier"
+  ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+  AND "supplier"."s_suppkey" = "partsupp"."ps_suppkey"
+WHERE
+  "partsupp"."ps_supplycost" = "_u_0"."_col_0"
+  AND NOT "_u_0"."_u_1" IS NULL
+ORDER BY
+  "s_acctbal" DESC,
+  "n_name",
+  "s_name",
+  "p_partkey"
+LIMIT 100;
+
+--------------------------------------
+-- TPC-H 3
+--------------------------------------
+select
+        l_orderkey,
+        sum(l_extendedprice * (1 - l_discount)) as revenue,
+        CAST(o_orderdate AS STRING) AS 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 < '1995-03-15'
+        and l_shipdate > '1995-03-15'
+group by
+        l_orderkey,
+        o_orderdate,
+        o_shippriority
+order by
+        revenue desc,
+        o_orderdate
+limit
+        10;
+SELECT
+  "lineitem"."l_orderkey" AS "l_orderkey",
+  SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+  )) AS "revenue",
+  CAST("orders"."o_orderdate" AS TEXT) AS "o_orderdate",
+  "orders"."o_shippriority" AS "o_shippriority"
+FROM (
+  SELECT
+    "customer"."c_custkey" AS "c_custkey",
+    "customer"."c_mktsegment" AS "c_mktsegment"
+  FROM "customer" AS "customer"
+  WHERE
+    "customer"."c_mktsegment" = 'BUILDING'
+) AS "customer"
+JOIN (
+  SELECT
+    "orders"."o_orderkey" AS "o_orderkey",
+    "orders"."o_custkey" AS "o_custkey",
+    "orders"."o_orderdate" AS "o_orderdate",
+    "orders"."o_shippriority" AS "o_shippriority"
+  FROM "orders" AS "orders"
+  WHERE
+    "orders"."o_orderdate" < '1995-03-15'
+) AS "orders"
+  ON "customer"."c_custkey" = "orders"."o_custkey"
+JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey",
+    "lineitem"."l_extendedprice" AS "l_extendedprice",
+    "lineitem"."l_discount" AS "l_discount",
+    "lineitem"."l_shipdate" AS "l_shipdate"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_shipdate" > '1995-03-15'
+) AS "lineitem"
+  ON "lineitem"."l_orderkey" = "orders"."o_orderkey"
+GROUP BY
+  "lineitem"."l_orderkey",
+  "orders"."o_orderdate",
+  "orders"."o_shippriority"
+ORDER BY
+  "revenue" DESC,
+  "o_orderdate"
+LIMIT 10;
+
+--------------------------------------
+-- TPC-H 4
+--------------------------------------
+select
+        o_orderpriority,
+        count(*) as order_count
+from
+        orders
+where
+        o_orderdate >= date '1993-07-01'
+        and o_orderdate < date '1993-07-01' + interval '3' month
+        and exists (
+                select
+                        *
+                from
+                        lineitem
+                where
+                        l_orderkey = o_orderkey
+                        and l_commitdate < l_receiptdate
+        )
+group by
+        o_orderpriority
+order by
+        o_orderpriority;
+SELECT
+  "orders"."o_orderpriority" AS "o_orderpriority",
+  COUNT(*) AS "order_count"
+FROM "orders" AS "orders"
+LEFT JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_commitdate" < "lineitem"."l_receiptdate"
+  GROUP BY
+    "lineitem"."l_orderkey"
+) AS "_u_0"
+  ON "_u_0"."l_orderkey" = "orders"."o_orderkey"
+WHERE
+  "orders"."o_orderdate" < CAST('1993-10-01' AS DATE)
+  AND "orders"."o_orderdate" >= CAST('1993-07-01' AS DATE)
+  AND NOT "_u_0"."l_orderkey" IS NULL
+GROUP BY
+  "orders"."o_orderpriority"
+ORDER BY
+  "o_orderpriority";
+
+--------------------------------------
+-- TPC-H 5
+--------------------------------------
+select
+        n_name,
+        sum(l_extendedprice * (1 - l_discount)) as revenue
+from
+        customer,
+        orders,
+        lineitem,
+        supplier,
+        nation,
+        region
+where
+        c_custkey = o_custkey
+        and l_orderkey = o_orderkey
+        and l_suppkey = s_suppkey
+        and c_nationkey = s_nationkey
+        and s_nationkey = n_nationkey
+        and n_regionkey = r_regionkey
+        and r_name = 'ASIA'
+        and o_orderdate >= date '1994-01-01'
+        and o_orderdate < date '1994-01-01' + interval '1' year
+group by
+        n_name
+order by
+        revenue desc;
+SELECT
+  "nation"."n_name" AS "n_name",
+  SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+  )) AS "revenue"
+FROM (
+  SELECT
+    "customer"."c_custkey" AS "c_custkey",
+    "customer"."c_nationkey" AS "c_nationkey"
+  FROM "customer" AS "customer"
+) AS "customer"
+JOIN (
+  SELECT
+    "orders"."o_orderkey" AS "o_orderkey",
+    "orders"."o_custkey" AS "o_custkey",
+    "orders"."o_orderdate" AS "o_orderdate"
+  FROM "orders" AS "orders"
+  WHERE
+    "orders"."o_orderdate" < CAST('1995-01-01' AS DATE)
+    AND "orders"."o_orderdate" >= CAST('1994-01-01' AS DATE)
+) AS "orders"
+  ON "customer"."c_custkey" = "orders"."o_custkey"
+CROSS JOIN (
+  SELECT
+    "region"."r_regionkey" AS "r_regionkey",
+    "region"."r_name" AS "r_name"
+  FROM "region" AS "region"
+  WHERE
+    "region"."r_name" = 'ASIA'
+) AS "region"
+JOIN (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name",
+    "nation"."n_regionkey" AS "n_regionkey"
+  FROM "nation" AS "nation"
+) AS "nation"
+  ON "nation"."n_regionkey" = "region"."r_regionkey"
+JOIN (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey",
+    "supplier"."s_nationkey" AS "s_nationkey"
+  FROM "supplier" AS "supplier"
+) AS "supplier"
+  ON "customer"."c_nationkey" = "supplier"."s_nationkey"
+  AND "supplier"."s_nationkey" = "nation"."n_nationkey"
+JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey",
+    "lineitem"."l_suppkey" AS "l_suppkey",
+    "lineitem"."l_extendedprice" AS "l_extendedprice",
+    "lineitem"."l_discount" AS "l_discount"
+  FROM "lineitem" AS "lineitem"
+) AS "lineitem"
+  ON "lineitem"."l_orderkey" = "orders"."o_orderkey"
+  AND "lineitem"."l_suppkey" = "supplier"."s_suppkey"
+GROUP BY
+  "nation"."n_name"
+ORDER BY
+  "revenue" DESC;
+
+--------------------------------------
+-- TPC-H 6
+--------------------------------------
+select
+        sum(l_extendedprice * l_discount) as revenue
+from
+        lineitem
+where
+        l_shipdate >= date '1994-01-01'
+        and l_shipdate < date '1994-01-01' + interval '1' year
+        and l_discount between 0.06 - 0.01 and 0.06 + 0.01
+        and l_quantity < 24;
+SELECT
+  SUM("lineitem"."l_extendedprice" * "lineitem"."l_discount") AS "revenue"
+FROM "lineitem" AS "lineitem"
+WHERE
+  "lineitem"."l_discount" BETWEEN 0.05 AND 0.07
+  AND "lineitem"."l_quantity" < 24
+  AND "lineitem"."l_shipdate" < CAST('1995-01-01' AS DATE)
+  AND "lineitem"."l_shipdate" >= CAST('1994-01-01' AS DATE);
+
+--------------------------------------
+-- TPC-H 7
+--------------------------------------
+select
+        supp_nation,
+        cust_nation,
+        l_year,
+        sum(volume) as revenue
+from
+        (
+                select
+                        n1.n_name as supp_nation,
+                        n2.n_name as cust_nation,
+                        extract(year from l_shipdate) as l_year,
+                        l_extendedprice * (1 - l_discount) as volume
+                from
+                        supplier,
+                        lineitem,
+                        orders,
+                        customer,
+                        nation n1,
+                        nation n2
+                where
+                        s_suppkey = l_suppkey
+                        and o_orderkey = l_orderkey
+                        and c_custkey = o_custkey
+                        and s_nationkey = n1.n_nationkey
+                        and c_nationkey = n2.n_nationkey
+                        and (
+                                (n1.n_name = 'FRANCE' and n2.n_name = 'GERMANY')
+                                or (n1.n_name = 'GERMANY' and n2.n_name = 'FRANCE')
+                        )
+                        and l_shipdate between date '1995-01-01' and date '1996-12-31'
+        ) as shipping
+group by
+        supp_nation,
+        cust_nation,
+        l_year
+order by
+        supp_nation,
+        cust_nation,
+        l_year;
+WITH "_e_0" AS (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name"
+  FROM "nation" AS "nation"
+  WHERE
+    "nation"."n_name" = 'FRANCE'
+    OR "nation"."n_name" = 'GERMANY'
+)
+SELECT
+  "shipping"."supp_nation" AS "supp_nation",
+  "shipping"."cust_nation" AS "cust_nation",
+  "shipping"."l_year" AS "l_year",
+  SUM("shipping"."volume") AS "revenue"
+FROM (
+  SELECT
+    "n1"."n_name" AS "supp_nation",
+    "n2"."n_name" AS "cust_nation",
+    EXTRACT(year FROM "lineitem"."l_shipdate") AS "l_year",
+    "lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+    ) AS "volume"
+  FROM (
+    SELECT
+      "supplier"."s_suppkey" AS "s_suppkey",
+      "supplier"."s_nationkey" AS "s_nationkey"
+    FROM "supplier" AS "supplier"
+  ) AS "supplier"
+  JOIN (
+    SELECT
+      "lineitem"."l_orderkey" AS "l_orderkey",
+      "lineitem"."l_suppkey" AS "l_suppkey",
+      "lineitem"."l_extendedprice" AS "l_extendedprice",
+      "lineitem"."l_discount" AS "l_discount",
+      "lineitem"."l_shipdate" AS "l_shipdate"
+    FROM "lineitem" AS "lineitem"
+    WHERE
+      "lineitem"."l_shipdate" BETWEEN CAST('1995-01-01' AS DATE) AND CAST('1996-12-31' AS DATE)
+  ) AS "lineitem"
+    ON "supplier"."s_suppkey" = "lineitem"."l_suppkey"
+  JOIN (
+    SELECT
+      "orders"."o_orderkey" AS "o_orderkey",
+      "orders"."o_custkey" AS "o_custkey"
+    FROM "orders" AS "orders"
+  ) AS "orders"
+    ON "orders"."o_orderkey" = "lineitem"."l_orderkey"
+  JOIN (
+    SELECT
+      "customer"."c_custkey" AS "c_custkey",
+      "customer"."c_nationkey" AS "c_nationkey"
+    FROM "customer" AS "customer"
+  ) AS "customer"
+    ON "customer"."c_custkey" = "orders"."o_custkey"
+  JOIN "_e_0" AS "n1"
+    ON "supplier"."s_nationkey" = "n1"."n_nationkey"
+  JOIN "_e_0" AS "n2"
+    ON "customer"."c_nationkey" = "n2"."n_nationkey"
+    AND (
+      "n1"."n_name" = 'FRANCE'
+      OR "n2"."n_name" = 'FRANCE'
+    )
+    AND (
+      "n1"."n_name" = 'GERMANY'
+      OR "n2"."n_name" = 'GERMANY'
+    )
+) AS "shipping"
+GROUP BY
+  "shipping"."supp_nation",
+  "shipping"."cust_nation",
+  "shipping"."l_year"
+ORDER BY
+  "supp_nation",
+  "cust_nation",
+  "l_year";
+
+--------------------------------------
+-- TPC-H 8
+--------------------------------------
+select
+        o_year,
+        sum(case
+                when nation = 'BRAZIL' then volume
+                else 0
+        end) / sum(volume) as mkt_share
+from
+        (
+                select
+                        extract(year from o_orderdate) as o_year,
+                        l_extendedprice * (1 - l_discount) as volume,
+                        n2.n_name as nation
+                from
+                        part,
+                        supplier,
+                        lineitem,
+                        orders,
+                        customer,
+                        nation n1,
+                        nation n2,
+                        region
+                where
+                        p_partkey = l_partkey
+                        and s_suppkey = l_suppkey
+                        and l_orderkey = o_orderkey
+                        and o_custkey = c_custkey
+                        and c_nationkey = n1.n_nationkey
+                        and n1.n_regionkey = r_regionkey
+                        and r_name = 'AMERICA'
+                        and s_nationkey = n2.n_nationkey
+                        and o_orderdate between date '1995-01-01' and date '1996-12-31'
+                        and p_type = 'ECONOMY ANODIZED STEEL'
+        ) as all_nations
+group by
+        o_year
+order by
+        o_year;
+SELECT
+  "all_nations"."o_year" AS "o_year",
+  SUM(CASE
+      WHEN "all_nations"."nation" = 'BRAZIL'
+      THEN "all_nations"."volume"
+      ELSE 0
+  END) / SUM("all_nations"."volume") AS "mkt_share"
+FROM (
+  SELECT
+    EXTRACT(year FROM "orders"."o_orderdate") AS "o_year",
+    "lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+    ) AS "volume",
+    "n2"."n_name" AS "nation"
+  FROM (
+    SELECT
+      "part"."p_partkey" AS "p_partkey",
+      "part"."p_type" AS "p_type"
+    FROM "part" AS "part"
+    WHERE
+      "part"."p_type" = 'ECONOMY ANODIZED STEEL'
+  ) AS "part"
+  CROSS JOIN (
+    SELECT
+      "region"."r_regionkey" AS "r_regionkey",
+      "region"."r_name" AS "r_name"
+    FROM "region" AS "region"
+    WHERE
+      "region"."r_name" = 'AMERICA'
+  ) AS "region"
+  JOIN (
+    SELECT
+      "nation"."n_nationkey" AS "n_nationkey",
+      "nation"."n_regionkey" AS "n_regionkey"
+    FROM "nation" AS "nation"
+  ) AS "n1"
+    ON "n1"."n_regionkey" = "region"."r_regionkey"
+  JOIN (
+    SELECT
+      "customer"."c_custkey" AS "c_custkey",
+      "customer"."c_nationkey" AS "c_nationkey"
+    FROM "customer" AS "customer"
+  ) AS "customer"
+    ON "customer"."c_nationkey" = "n1"."n_nationkey"
+  JOIN (
+    SELECT
+      "orders"."o_orderkey" AS "o_orderkey",
+      "orders"."o_custkey" AS "o_custkey",
+      "orders"."o_orderdate" AS "o_orderdate"
+    FROM "orders" AS "orders"
+    WHERE
+      "orders"."o_orderdate" BETWEEN CAST('1995-01-01' AS DATE) AND CAST('1996-12-31' AS DATE)
+  ) AS "orders"
+    ON "orders"."o_custkey" = "customer"."c_custkey"
+  JOIN (
+    SELECT
+      "lineitem"."l_orderkey" AS "l_orderkey",
+      "lineitem"."l_partkey" AS "l_partkey",
+      "lineitem"."l_suppkey" AS "l_suppkey",
+      "lineitem"."l_extendedprice" AS "l_extendedprice",
+      "lineitem"."l_discount" AS "l_discount"
+    FROM "lineitem" AS "lineitem"
+  ) AS "lineitem"
+    ON "lineitem"."l_orderkey" = "orders"."o_orderkey"
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+  JOIN (
+    SELECT
+      "supplier"."s_suppkey" AS "s_suppkey",
+      "supplier"."s_nationkey" AS "s_nationkey"
+    FROM "supplier" AS "supplier"
+  ) AS "supplier"
+    ON "supplier"."s_suppkey" = "lineitem"."l_suppkey"
+  JOIN (
+    SELECT
+      "nation"."n_nationkey" AS "n_nationkey",
+      "nation"."n_name" AS "n_name"
+    FROM "nation" AS "nation"
+  ) AS "n2"
+    ON "supplier"."s_nationkey" = "n2"."n_nationkey"
+) AS "all_nations"
+GROUP BY
+  "all_nations"."o_year"
+ORDER BY
+  "o_year";
+
+--------------------------------------
+-- TPC-H 9
+--------------------------------------
+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;
+SELECT
+  "profit"."nation" AS "nation",
+  "profit"."o_year" AS "o_year",
+  SUM("profit"."amount") AS "sum_profit"
+FROM (
+  SELECT
+    "nation"."n_name" AS "nation",
+    EXTRACT(year FROM "orders"."o_orderdate") AS "o_year",
+    "lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+    ) - "partsupp"."ps_supplycost" * "lineitem"."l_quantity" AS "amount"
+  FROM (
+    SELECT
+      "part"."p_partkey" AS "p_partkey",
+      "part"."p_name" AS "p_name"
+    FROM "part" AS "part"
+    WHERE
+      "part"."p_name" LIKE '%green%'
+  ) AS "part"
+  JOIN (
+    SELECT
+      "lineitem"."l_orderkey" AS "l_orderkey",
+      "lineitem"."l_partkey" AS "l_partkey",
+      "lineitem"."l_suppkey" AS "l_suppkey",
+      "lineitem"."l_quantity" AS "l_quantity",
+      "lineitem"."l_extendedprice" AS "l_extendedprice",
+      "lineitem"."l_discount" AS "l_discount"
+    FROM "lineitem" AS "lineitem"
+  ) AS "lineitem"
+    ON "part"."p_partkey" = "lineitem"."l_partkey"
+  JOIN (
+    SELECT
+      "supplier"."s_suppkey" AS "s_suppkey",
+      "supplier"."s_nationkey" AS "s_nationkey"
+    FROM "supplier" AS "supplier"
+  ) AS "supplier"
+    ON "supplier"."s_suppkey" = "lineitem"."l_suppkey"
+  JOIN (
+    SELECT
+      "partsupp"."ps_partkey" AS "ps_partkey",
+      "partsupp"."ps_suppkey" AS "ps_suppkey",
+      "partsupp"."ps_supplycost" AS "ps_supplycost"
+    FROM "partsupp" AS "partsupp"
+  ) AS "partsupp"
+    ON "partsupp"."ps_partkey" = "lineitem"."l_partkey"
+    AND "partsupp"."ps_suppkey" = "lineitem"."l_suppkey"
+  JOIN (
+    SELECT
+      "orders"."o_orderkey" AS "o_orderkey",
+      "orders"."o_orderdate" AS "o_orderdate"
+    FROM "orders" AS "orders"
+  ) AS "orders"
+    ON "orders"."o_orderkey" = "lineitem"."l_orderkey"
+  JOIN (
+    SELECT
+      "nation"."n_nationkey" AS "n_nationkey",
+      "nation"."n_name" AS "n_name"
+    FROM "nation" AS "nation"
+  ) AS "nation"
+    ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+) AS "profit"
+GROUP BY
+  "profit"."nation",
+  "profit"."o_year"
+ORDER BY
+  "nation",
+  "o_year" DESC;
+
+--------------------------------------
+-- TPC-H 10
+--------------------------------------
+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;
+SELECT
+  "customer"."c_custkey" AS "c_custkey",
+  "customer"."c_name" AS "c_name",
+  SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+  )) AS "revenue",
+  "customer"."c_acctbal" AS "c_acctbal",
+  "nation"."n_name" AS "n_name",
+  "customer"."c_address" AS "c_address",
+  "customer"."c_phone" AS "c_phone",
+  "customer"."c_comment" AS "c_comment"
+FROM (
+  SELECT
+    "customer"."c_custkey" AS "c_custkey",
+    "customer"."c_name" AS "c_name",
+    "customer"."c_address" AS "c_address",
+    "customer"."c_nationkey" AS "c_nationkey",
+    "customer"."c_phone" AS "c_phone",
+    "customer"."c_acctbal" AS "c_acctbal",
+    "customer"."c_comment" AS "c_comment"
+  FROM "customer" AS "customer"
+) AS "customer"
+JOIN (
+  SELECT
+    "orders"."o_orderkey" AS "o_orderkey",
+    "orders"."o_custkey" AS "o_custkey",
+    "orders"."o_orderdate" AS "o_orderdate"
+  FROM "orders" AS "orders"
+  WHERE
+    "orders"."o_orderdate" < CAST('1994-01-01' AS DATE)
+    AND "orders"."o_orderdate" >= CAST('1993-10-01' AS DATE)
+) AS "orders"
+  ON "customer"."c_custkey" = "orders"."o_custkey"
+JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey",
+    "lineitem"."l_extendedprice" AS "l_extendedprice",
+    "lineitem"."l_discount" AS "l_discount",
+    "lineitem"."l_returnflag" AS "l_returnflag"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_returnflag" = 'R'
+) AS "lineitem"
+  ON "lineitem"."l_orderkey" = "orders"."o_orderkey"
+JOIN (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name"
+  FROM "nation" AS "nation"
+) AS "nation"
+  ON "customer"."c_nationkey" = "nation"."n_nationkey"
+GROUP BY
+  "customer"."c_custkey",
+  "customer"."c_name",
+  "customer"."c_acctbal",
+  "customer"."c_phone",
+  "nation"."n_name",
+  "customer"."c_address",
+  "customer"."c_comment"
+ORDER BY
+  "revenue" DESC
+LIMIT 20;
+
+--------------------------------------
+-- TPC-H 11
+--------------------------------------
+select
+        ps_partkey,
+        sum(ps_supplycost * ps_availqty) as value
+from
+        partsupp,
+        supplier,
+        nation
+where
+        ps_suppkey = s_suppkey
+        and s_nationkey = n_nationkey
+        and n_name = 'GERMANY'
+group by
+        ps_partkey having
+                sum(ps_supplycost * ps_availqty) > (
+                        select
+                                sum(ps_supplycost * ps_availqty) * 0.0001
+                        from
+                                partsupp,
+                                supplier,
+                                nation
+                        where
+                                ps_suppkey = s_suppkey
+                                and s_nationkey = n_nationkey
+                                and n_name = 'GERMANY'
+                )
+order by
+        value desc;
+WITH "_e_0" AS (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey",
+    "supplier"."s_nationkey" AS "s_nationkey"
+  FROM "supplier" AS "supplier"
+), "_e_1" AS (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name"
+  FROM "nation" AS "nation"
+  WHERE
+    "nation"."n_name" = 'GERMANY'
+)
+SELECT
+  "partsupp"."ps_partkey" AS "ps_partkey",
+  SUM("partsupp"."ps_supplycost" * "partsupp"."ps_availqty") AS "value"
+FROM (
+  SELECT
+    "partsupp"."ps_partkey" AS "ps_partkey",
+    "partsupp"."ps_suppkey" AS "ps_suppkey",
+    "partsupp"."ps_availqty" AS "ps_availqty",
+    "partsupp"."ps_supplycost" AS "ps_supplycost"
+  FROM "partsupp" AS "partsupp"
+) AS "partsupp"
+JOIN "_e_0" AS "supplier"
+  ON "partsupp"."ps_suppkey" = "supplier"."s_suppkey"
+JOIN "_e_1" AS "nation"
+  ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+GROUP BY
+  "partsupp"."ps_partkey"
+HAVING
+  SUM("partsupp"."ps_supplycost" * "partsupp"."ps_availqty") > (
+    SELECT
+      SUM("partsupp"."ps_supplycost" * "partsupp"."ps_availqty") * 0.0001 AS "_col_0"
+    FROM (
+      SELECT
+        "partsupp"."ps_suppkey" AS "ps_suppkey",
+        "partsupp"."ps_availqty" AS "ps_availqty",
+        "partsupp"."ps_supplycost" AS "ps_supplycost"
+      FROM "partsupp" AS "partsupp"
+    ) AS "partsupp"
+    JOIN "_e_0" AS "supplier"
+      ON "partsupp"."ps_suppkey" = "supplier"."s_suppkey"
+    JOIN "_e_1" AS "nation"
+      ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+  )
+ORDER BY
+  "value" DESC;
+
+--------------------------------------
+-- TPC-H 12
+--------------------------------------
+select
+        l_shipmode,
+        sum(case
+                when o_orderpriority = '1-URGENT'
+                        or o_orderpriority = '2-HIGH'
+                        then 1
+                else 0
+        end) as high_line_count,
+        sum(case
+                when o_orderpriority <> '1-URGENT'
+                        and o_orderpriority <> '2-HIGH'
+                        then 1
+                else 0
+        end) as low_line_count
+from
+        orders,
+        lineitem
+where
+        o_orderkey = l_orderkey
+        and l_shipmode in ('MAIL', 'SHIP')
+        and l_commitdate < l_receiptdate
+        and l_shipdate < l_commitdate
+        and l_receiptdate >= date '1994-01-01'
+        and l_receiptdate < date '1994-01-01' + interval '1' year
+group by
+        l_shipmode
+order by
+        l_shipmode;
+SELECT
+  "lineitem"."l_shipmode" AS "l_shipmode",
+  SUM(CASE
+      WHEN "orders"."o_orderpriority" = '1-URGENT'
+        OR "orders"."o_orderpriority" = '2-HIGH'
+      THEN 1
+      ELSE 0
+  END) AS "high_line_count",
+  SUM(CASE
+      WHEN "orders"."o_orderpriority" <> '1-URGENT'
+        AND "orders"."o_orderpriority" <> '2-HIGH'
+      THEN 1
+      ELSE 0
+  END) AS "low_line_count"
+FROM (
+  SELECT
+    "orders"."o_orderkey" AS "o_orderkey",
+    "orders"."o_orderpriority" AS "o_orderpriority"
+  FROM "orders" AS "orders"
+) AS "orders"
+JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey",
+    "lineitem"."l_shipdate" AS "l_shipdate",
+    "lineitem"."l_commitdate" AS "l_commitdate",
+    "lineitem"."l_receiptdate" AS "l_receiptdate",
+    "lineitem"."l_shipmode" AS "l_shipmode"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_commitdate" < "lineitem"."l_receiptdate"
+    AND "lineitem"."l_receiptdate" < CAST('1995-01-01' AS DATE)
+    AND "lineitem"."l_receiptdate" >= CAST('1994-01-01' AS DATE)
+    AND "lineitem"."l_shipdate" < "lineitem"."l_commitdate"
+    AND "lineitem"."l_shipmode" IN ('MAIL', 'SHIP')
+) AS "lineitem"
+  ON "orders"."o_orderkey" = "lineitem"."l_orderkey"
+GROUP BY
+  "lineitem"."l_shipmode"
+ORDER BY
+  "l_shipmode";
+
+--------------------------------------
+-- TPC-H 13
+--------------------------------------
+select
+        c_count,
+        count(*) as custdist
+from
+        (
+                select
+                        c_custkey,
+                        count(o_orderkey)
+                from
+                        customer left outer join orders on
+                                c_custkey = o_custkey
+                                and o_comment not like '%special%requests%'
+                group by
+                        c_custkey
+        ) as c_orders (c_custkey, c_count)
+group by
+        c_count
+order by
+        custdist desc,
+        c_count desc;
+SELECT
+  "c_orders"."c_count" AS "c_count",
+  COUNT(*) AS "custdist"
+FROM (
+  SELECT
+    COUNT("orders"."o_orderkey") AS "c_count"
+  FROM (
+    SELECT
+      "customer"."c_custkey" AS "c_custkey"
+    FROM "customer" AS "customer"
+  ) AS "customer"
+  LEFT JOIN (
+    SELECT
+      "orders"."o_orderkey" AS "o_orderkey",
+      "orders"."o_custkey" AS "o_custkey",
+      "orders"."o_comment" AS "o_comment"
+    FROM "orders" AS "orders"
+    WHERE
+      NOT "orders"."o_comment" LIKE '%special%requests%'
+  ) AS "orders"
+    ON "customer"."c_custkey" = "orders"."o_custkey"
+  GROUP BY
+    "customer"."c_custkey"
+) AS "c_orders"
+GROUP BY
+  "c_orders"."c_count"
+ORDER BY
+  "custdist" DESC,
+  "c_count" DESC;
+
+--------------------------------------
+-- TPC-H 14
+--------------------------------------
+select
+        100.00 * sum(case
+                when p_type like 'PROMO%'
+                        then l_extendedprice * (1 - l_discount)
+                else 0
+        end) / sum(l_extendedprice * (1 - l_discount)) as promo_revenue
+from
+        lineitem,
+        part
+where
+        l_partkey = p_partkey
+        and l_shipdate >= date '1995-09-01'
+        and l_shipdate < date '1995-09-01' + interval '1' month;
+SELECT
+  100.00 * SUM(CASE
+      WHEN "part"."p_type" LIKE 'PROMO%'
+      THEN "lineitem"."l_extendedprice" * (
+          1 - "lineitem"."l_discount"
+        )
+      ELSE 0
+  END) / SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+  )) AS "promo_revenue"
+FROM (
+  SELECT
+    "lineitem"."l_partkey" AS "l_partkey",
+    "lineitem"."l_extendedprice" AS "l_extendedprice",
+    "lineitem"."l_discount" AS "l_discount",
+    "lineitem"."l_shipdate" AS "l_shipdate"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_shipdate" < CAST('1995-10-01' AS DATE)
+    AND "lineitem"."l_shipdate" >= CAST('1995-09-01' AS DATE)
+) AS "lineitem"
+JOIN (
+  SELECT
+    "part"."p_partkey" AS "p_partkey",
+    "part"."p_type" AS "p_type"
+  FROM "part" AS "part"
+) AS "part"
+  ON "lineitem"."l_partkey" = "part"."p_partkey";
+
+--------------------------------------
+-- TPC-H 15
+--------------------------------------
+with revenue (supplier_no, total_revenue) as (
+        select
+                l_suppkey,
+                sum(l_extendedprice * (1 - l_discount))
+        from
+                lineitem
+        where
+                l_shipdate >= date '1996-01-01'
+                and l_shipdate < date '1996-01-01' + interval '3' month
+        group by
+                l_suppkey)
+select
+        s_suppkey,
+        s_name,
+        s_address,
+        s_phone,
+        total_revenue
+from
+        supplier,
+        revenue
+where
+        s_suppkey = supplier_no
+        and total_revenue = (
+                select
+                        max(total_revenue)
+                from
+                        revenue
+        )
+order by
+        s_suppkey;
+WITH "revenue" AS (
+  SELECT
+    "lineitem"."l_suppkey" AS "supplier_no",
+    SUM("lineitem"."l_extendedprice" * (
+        1 - "lineitem"."l_discount"
+    )) AS "total_revenue"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_shipdate" < CAST('1996-04-01' AS DATE)
+    AND "lineitem"."l_shipdate" >= CAST('1996-01-01' AS DATE)
+  GROUP BY
+    "lineitem"."l_suppkey"
+)
+SELECT
+  "supplier"."s_suppkey" AS "s_suppkey",
+  "supplier"."s_name" AS "s_name",
+  "supplier"."s_address" AS "s_address",
+  "supplier"."s_phone" AS "s_phone",
+  "revenue"."total_revenue" AS "total_revenue"
+FROM (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey",
+    "supplier"."s_name" AS "s_name",
+    "supplier"."s_address" AS "s_address",
+    "supplier"."s_phone" AS "s_phone"
+  FROM "supplier" AS "supplier"
+) AS "supplier"
+JOIN "revenue"
+  ON "revenue"."total_revenue" = (
+    SELECT
+      MAX("revenue"."total_revenue") AS "_col_0"
+    FROM "revenue"
+  )
+  AND "supplier"."s_suppkey" = "revenue"."supplier_no"
+ORDER BY
+  "s_suppkey";
+
+--------------------------------------
+-- TPC-H 16
+--------------------------------------
+select
+        p_brand,
+        p_type,
+        p_size,
+        count(distinct ps_suppkey) as supplier_cnt
+from
+        partsupp,
+        part
+where
+        p_partkey = ps_partkey
+        and p_brand <> 'Brand#45'
+        and p_type not like 'MEDIUM POLISHED%'
+        and p_size in (49, 14, 23, 45, 19, 3, 36, 9)
+        and ps_suppkey not in (
+                select
+                        s_suppkey
+                from
+                        supplier
+                where
+                        s_comment like '%Customer%Complaints%'
+        )
+group by
+        p_brand,
+        p_type,
+        p_size
+order by
+        supplier_cnt desc,
+        p_brand,
+        p_type,
+        p_size;
+SELECT
+  "part"."p_brand" AS "p_brand",
+  "part"."p_type" AS "p_type",
+  "part"."p_size" AS "p_size",
+  COUNT(DISTINCT "partsupp"."ps_suppkey") AS "supplier_cnt"
+FROM (
+  SELECT
+    "partsupp"."ps_partkey" AS "ps_partkey",
+    "partsupp"."ps_suppkey" AS "ps_suppkey"
+  FROM "partsupp" AS "partsupp"
+) AS "partsupp"
+LEFT JOIN (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey"
+  FROM "supplier" AS "supplier"
+  WHERE
+    "supplier"."s_comment" LIKE '%Customer%Complaints%'
+  GROUP BY
+    "supplier"."s_suppkey"
+) AS "_u_0"
+  ON "partsupp"."ps_suppkey" = "_u_0"."s_suppkey"
+JOIN (
+  SELECT
+    "part"."p_partkey" AS "p_partkey",
+    "part"."p_brand" AS "p_brand",
+    "part"."p_type" AS "p_type",
+    "part"."p_size" AS "p_size"
+  FROM "part" AS "part"
+  WHERE
+    "part"."p_brand" <> 'Brand#45'
+    AND "part"."p_size" IN (49, 14, 23, 45, 19, 3, 36, 9)
+    AND NOT "part"."p_type" LIKE 'MEDIUM POLISHED%'
+) AS "part"
+  ON "part"."p_partkey" = "partsupp"."ps_partkey"
+WHERE
+  "_u_0"."s_suppkey" IS NULL
+GROUP BY
+  "part"."p_brand",
+  "part"."p_type",
+  "part"."p_size"
+ORDER BY
+  "supplier_cnt" DESC,
+  "p_brand",
+  "p_type",
+  "p_size";
+
+--------------------------------------
+-- TPC-H 17
+--------------------------------------
+select
+        sum(l_extendedprice) / 7.0 as avg_yearly
+from
+        lineitem,
+        part
+where
+        p_partkey = l_partkey
+        and p_brand = 'Brand#23'
+        and p_container = 'MED BOX'
+        and l_quantity < (
+                select
+                        0.2 * avg(l_quantity)
+                from
+                        lineitem
+                where
+                        l_partkey = p_partkey
+        );
+SELECT
+  SUM("lineitem"."l_extendedprice") / 7.0 AS "avg_yearly"
+FROM (
+  SELECT
+    "lineitem"."l_partkey" AS "l_partkey",
+    "lineitem"."l_quantity" AS "l_quantity",
+    "lineitem"."l_extendedprice" AS "l_extendedprice"
+  FROM "lineitem" AS "lineitem"
+) AS "lineitem"
+JOIN (
+  SELECT
+    "part"."p_partkey" AS "p_partkey",
+    "part"."p_brand" AS "p_brand",
+    "part"."p_container" AS "p_container"
+  FROM "part" AS "part"
+  WHERE
+    "part"."p_brand" = 'Brand#23'
+    AND "part"."p_container" = 'MED BOX'
+) AS "part"
+  ON "part"."p_partkey" = "lineitem"."l_partkey"
+LEFT JOIN (
+  SELECT
+    0.2 * AVG("lineitem"."l_quantity") AS "_col_0",
+    "lineitem"."l_partkey" AS "_u_1"
+  FROM "lineitem" AS "lineitem"
+  GROUP BY
+    "lineitem"."l_partkey"
+) AS "_u_0"
+  ON "_u_0"."_u_1" = "part"."p_partkey"
+WHERE
+  "lineitem"."l_quantity" < "_u_0"."_col_0"
+  AND NOT "_u_0"."_u_1" IS NULL;
+
+--------------------------------------
+-- TPC-H 18
+--------------------------------------
+select
+        c_name,
+        c_custkey,
+        o_orderkey,
+        o_orderdate,
+        o_totalprice,
+        sum(l_quantity)
+from
+        customer,
+        orders,
+        lineitem
+where
+        o_orderkey in (
+                select
+                        l_orderkey
+                from
+                        lineitem
+                group by
+                        l_orderkey having
+                                sum(l_quantity) > 300
+        )
+        and c_custkey = o_custkey
+        and o_orderkey = l_orderkey
+group by
+        c_name,
+        c_custkey,
+        o_orderkey,
+        o_orderdate,
+        o_totalprice
+order by
+        o_totalprice desc,
+        o_orderdate
+limit
+        100;
+SELECT
+  "customer"."c_name" AS "c_name",
+  "customer"."c_custkey" AS "c_custkey",
+  "orders"."o_orderkey" AS "o_orderkey",
+  "orders"."o_orderdate" AS "o_orderdate",
+  "orders"."o_totalprice" AS "o_totalprice",
+  SUM("lineitem"."l_quantity") AS "_col_5"
+FROM (
+  SELECT
+    "customer"."c_custkey" AS "c_custkey",
+    "customer"."c_name" AS "c_name"
+  FROM "customer" AS "customer"
+) AS "customer"
+JOIN (
+  SELECT
+    "orders"."o_orderkey" AS "o_orderkey",
+    "orders"."o_custkey" AS "o_custkey",
+    "orders"."o_totalprice" AS "o_totalprice",
+    "orders"."o_orderdate" AS "o_orderdate"
+  FROM "orders" AS "orders"
+) AS "orders"
+  ON "customer"."c_custkey" = "orders"."o_custkey"
+LEFT JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey"
+  FROM "lineitem" AS "lineitem"
+  GROUP BY
+    "lineitem"."l_orderkey",
+    "lineitem"."l_orderkey"
+  HAVING
+    SUM("lineitem"."l_quantity") > 300
+) AS "_u_0"
+  ON "orders"."o_orderkey" = "_u_0"."l_orderkey"
+JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey",
+    "lineitem"."l_quantity" AS "l_quantity"
+  FROM "lineitem" AS "lineitem"
+) AS "lineitem"
+  ON "orders"."o_orderkey" = "lineitem"."l_orderkey"
+WHERE
+  NOT "_u_0"."l_orderkey" IS NULL
+GROUP BY
+  "customer"."c_name",
+  "customer"."c_custkey",
+  "orders"."o_orderkey",
+  "orders"."o_orderdate",
+  "orders"."o_totalprice"
+ORDER BY
+  "o_totalprice" DESC,
+  "o_orderdate"
+LIMIT 100;
+
+--------------------------------------
+-- TPC-H 19
+--------------------------------------
+select
+        sum(l_extendedprice* (1 - l_discount)) as revenue
+from
+        lineitem,
+        part
+where
+        (
+                p_partkey = l_partkey
+                and p_brand = 'Brand#12'
+                and p_container in ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')
+                and l_quantity >= 1 and l_quantity <= 11
+                and p_size between 1 and 5
+                and l_shipmode in ('AIR', 'AIR REG')
+                and l_shipinstruct = 'DELIVER IN PERSON'
+        )
+        or
+        (
+                p_partkey = l_partkey
+                and p_brand = 'Brand#23'
+                and p_container in ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')
+                and l_quantity >= 10 and l_quantity <= 20
+                and p_size between 1 and 10
+                and l_shipmode in ('AIR', 'AIR REG')
+                and l_shipinstruct = 'DELIVER IN PERSON'
+        )
+        or
+        (
+                p_partkey = l_partkey
+                and p_brand = 'Brand#34'
+                and p_container in ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')
+                and l_quantity >= 20 and l_quantity <= 30
+                and p_size between 1 and 15
+                and l_shipmode in ('AIR', 'AIR REG')
+                and l_shipinstruct = 'DELIVER IN PERSON'
+        );
+SELECT
+  SUM("lineitem"."l_extendedprice" * (
+      1 - "lineitem"."l_discount"
+  )) AS "revenue"
+FROM (
+  SELECT
+    "lineitem"."l_partkey" AS "l_partkey",
+    "lineitem"."l_quantity" AS "l_quantity",
+    "lineitem"."l_extendedprice" AS "l_extendedprice",
+    "lineitem"."l_discount" AS "l_discount",
+    "lineitem"."l_shipinstruct" AS "l_shipinstruct",
+    "lineitem"."l_shipmode" AS "l_shipmode"
+  FROM "lineitem" AS "lineitem"
+) AS "lineitem"
+JOIN (
+  SELECT
+    "part"."p_partkey" AS "p_partkey",
+    "part"."p_brand" AS "p_brand",
+    "part"."p_size" AS "p_size",
+    "part"."p_container" AS "p_container"
+  FROM "part" AS "part"
+) AS "part"
+  ON (
+    "part"."p_brand" = 'Brand#12'
+    AND "part"."p_container" IN ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+    AND "part"."p_size" BETWEEN 1 AND 5
+  )
+  OR (
+    "part"."p_brand" = 'Brand#23'
+    AND "part"."p_container" IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+    AND "part"."p_size" BETWEEN 1 AND 10
+  )
+  OR (
+    "part"."p_brand" = 'Brand#34'
+    AND "part"."p_container" IN ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+    AND "part"."p_size" BETWEEN 1 AND 15
+  )
+WHERE
+  (
+    "lineitem"."l_quantity" <= 11
+    AND "lineitem"."l_quantity" >= 1
+    AND "lineitem"."l_shipinstruct" = 'DELIVER IN PERSON'
+    AND "lineitem"."l_shipmode" IN ('AIR', 'AIR REG')
+    AND "part"."p_brand" = 'Brand#12'
+    AND "part"."p_container" IN ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+    AND "part"."p_size" BETWEEN 1 AND 5
+  )
+  OR (
+    "lineitem"."l_quantity" <= 20
+    AND "lineitem"."l_quantity" >= 10
+    AND "lineitem"."l_shipinstruct" = 'DELIVER IN PERSON'
+    AND "lineitem"."l_shipmode" IN ('AIR', 'AIR REG')
+    AND "part"."p_brand" = 'Brand#23'
+    AND "part"."p_container" IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+    AND "part"."p_size" BETWEEN 1 AND 10
+  )
+  OR (
+    "lineitem"."l_quantity" <= 30
+    AND "lineitem"."l_quantity" >= 20
+    AND "lineitem"."l_shipinstruct" = 'DELIVER IN PERSON'
+    AND "lineitem"."l_shipmode" IN ('AIR', 'AIR REG')
+    AND "part"."p_brand" = 'Brand#34'
+    AND "part"."p_container" IN ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')
+    AND "part"."p_partkey" = "lineitem"."l_partkey"
+    AND "part"."p_size" BETWEEN 1 AND 15
+  );
+
+--------------------------------------
+-- TPC-H 20
+--------------------------------------
+select
+        s_name,
+        s_address
+from
+        supplier,
+        nation
+where
+        s_suppkey in (
+                select
+                        ps_suppkey
+                from
+                        partsupp
+                where
+                        ps_partkey in (
+                                select
+                                        p_partkey
+                                from
+                                        part
+                                where
+                                        p_name like 'forest%'
+                        )
+                        and ps_availqty > (
+                                select
+                                        0.5 * sum(l_quantity)
+                                from
+                                        lineitem
+                                where
+                                        l_partkey = ps_partkey
+                                        and l_suppkey = ps_suppkey
+                                        and l_shipdate >= date '1994-01-01'
+                                        and l_shipdate < date '1994-01-01' + interval '1' year
+                        )
+        )
+        and s_nationkey = n_nationkey
+        and n_name = 'CANADA'
+order by
+        s_name;
+SELECT
+  "supplier"."s_name" AS "s_name",
+  "supplier"."s_address" AS "s_address"
+FROM (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey",
+    "supplier"."s_name" AS "s_name",
+    "supplier"."s_address" AS "s_address",
+    "supplier"."s_nationkey" AS "s_nationkey"
+  FROM "supplier" AS "supplier"
+) AS "supplier"
+LEFT JOIN (
+  SELECT
+    "partsupp"."ps_suppkey" AS "ps_suppkey"
+  FROM "partsupp" AS "partsupp"
+  LEFT JOIN (
+    SELECT
+      0.5 * SUM("lineitem"."l_quantity") AS "_col_0",
+      "lineitem"."l_partkey" AS "_u_1",
+      "lineitem"."l_suppkey" AS "_u_2"
+    FROM "lineitem" AS "lineitem"
+    WHERE
+      "lineitem"."l_shipdate" < CAST('1995-01-01' AS DATE)
+      AND "lineitem"."l_shipdate" >= CAST('1994-01-01' AS DATE)
+    GROUP BY
+      "lineitem"."l_partkey",
+      "lineitem"."l_suppkey"
+  ) AS "_u_0"
+    ON "_u_0"."_u_1" = "partsupp"."ps_partkey"
+    AND "_u_0"."_u_2" = "partsupp"."ps_suppkey"
+  LEFT JOIN (
+    SELECT
+      "part"."p_partkey" AS "p_partkey"
+    FROM "part" AS "part"
+    WHERE
+      "part"."p_name" LIKE 'forest%'
+    GROUP BY
+      "part"."p_partkey"
+  ) AS "_u_3"
+    ON "partsupp"."ps_partkey" = "_u_3"."p_partkey"
+  WHERE
+    "partsupp"."ps_availqty" > "_u_0"."_col_0"
+    AND NOT "_u_0"."_u_1" IS NULL
+    AND NOT "_u_0"."_u_2" IS NULL
+    AND NOT "_u_3"."p_partkey" IS NULL
+  GROUP BY
+    "partsupp"."ps_suppkey"
+) AS "_u_4"
+  ON "supplier"."s_suppkey" = "_u_4"."ps_suppkey"
+JOIN (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name"
+  FROM "nation" AS "nation"
+  WHERE
+    "nation"."n_name" = 'CANADA'
+) AS "nation"
+  ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+WHERE
+  NOT "_u_4"."ps_suppkey" IS NULL
+ORDER BY
+  "s_name";
+
+--------------------------------------
+-- TPC-H 21
+--------------------------------------
+select
+        s_name,
+        count(*) as numwait
+from
+        supplier,
+        lineitem l1,
+        orders,
+        nation
+where
+        s_suppkey = l1.l_suppkey
+        and o_orderkey = l1.l_orderkey
+        and o_orderstatus = 'F'
+        and l1.l_receiptdate > l1.l_commitdate
+        and exists (
+                select
+                        *
+                from
+                        lineitem l2
+                where
+                        l2.l_orderkey = l1.l_orderkey
+                        and l2.l_suppkey <> l1.l_suppkey
+        )
+        and not exists (
+                select
+                        *
+                from
+                        lineitem l3
+                where
+                        l3.l_orderkey = l1.l_orderkey
+                        and l3.l_suppkey <> l1.l_suppkey
+                        and l3.l_receiptdate > l3.l_commitdate
+        )
+        and s_nationkey = n_nationkey
+        and n_name = 'SAUDI ARABIA'
+group by
+        s_name
+order by
+        numwait desc,
+        s_name
+limit
+        100;
+SELECT
+  "supplier"."s_name" AS "s_name",
+  COUNT(*) AS "numwait"
+FROM (
+  SELECT
+    "supplier"."s_suppkey" AS "s_suppkey",
+    "supplier"."s_name" AS "s_name",
+    "supplier"."s_nationkey" AS "s_nationkey"
+  FROM "supplier" AS "supplier"
+) AS "supplier"
+JOIN (
+  SELECT
+    "lineitem"."l_orderkey" AS "l_orderkey",
+    "lineitem"."l_suppkey" AS "l_suppkey",
+    "lineitem"."l_commitdate" AS "l_commitdate",
+    "lineitem"."l_receiptdate" AS "l_receiptdate"
+  FROM "lineitem" AS "lineitem"
+  WHERE
+    "lineitem"."l_receiptdate" > "lineitem"."l_commitdate"
+) AS "l1"
+  ON "supplier"."s_suppkey" = "l1"."l_suppkey"
+LEFT JOIN (
+  SELECT
+    "l2"."l_orderkey" AS "l_orderkey",
+    ARRAY_AGG("l2"."l_suppkey") AS "_u_1"
+  FROM "lineitem" AS "l2"
+  GROUP BY
+    "l2"."l_orderkey"
+) AS "_u_0"
+  ON "_u_0"."l_orderkey" = "l1"."l_orderkey"
+LEFT JOIN (
+  SELECT
+    "l3"."l_orderkey" AS "l_orderkey",
+    ARRAY_AGG("l3"."l_suppkey") AS "_u_3"
+  FROM "lineitem" AS "l3"
+  WHERE
+    "l3"."l_receiptdate" > "l3"."l_commitdate"
+  GROUP BY
+    "l3"."l_orderkey"
+) AS "_u_2"
+  ON "_u_2"."l_orderkey" = "l1"."l_orderkey"
+JOIN (
+  SELECT
+    "orders"."o_orderkey" AS "o_orderkey",
+    "orders"."o_orderstatus" AS "o_orderstatus"
+  FROM "orders" AS "orders"
+  WHERE
+    "orders"."o_orderstatus" = 'F'
+) AS "orders"
+  ON "orders"."o_orderkey" = "l1"."l_orderkey"
+JOIN (
+  SELECT
+    "nation"."n_nationkey" AS "n_nationkey",
+    "nation"."n_name" AS "n_name"
+  FROM "nation" AS "nation"
+  WHERE
+    "nation"."n_name" = 'SAUDI ARABIA'
+) AS "nation"
+  ON "supplier"."s_nationkey" = "nation"."n_nationkey"
+WHERE
+  (
+    "_u_2"."l_orderkey" IS NULL
+    OR NOT ARRAY_ANY("_u_2"."_u_3", "_x" -> "_x" <> "l1"."l_suppkey")
+  )
+  AND ARRAY_ANY("_u_0"."_u_1", "_x" -> "_x" <> "l1"."l_suppkey")
+  AND NOT "_u_0"."l_orderkey" IS NULL
+GROUP BY
+  "supplier"."s_name"
+ORDER BY
+  "numwait" DESC,
+  "s_name"
+LIMIT 100;
+
+--------------------------------------
+-- TPC-H 22
+--------------------------------------
+select
+        cntrycode,
+        count(*) as numcust,
+        sum(c_acctbal) as totacctbal
+from
+        (
+                select
+                        substring(c_phone, 1, 2) as cntrycode,
+                        c_acctbal
+                from
+                        customer
+                where
+                        substring(c_phone, 1, 2) in
+                                ('13', '31', '23', '29', '30', '18', '17')
+                        and c_acctbal > (
+                                select
+                                        avg(c_acctbal)
+                                from
+                                        customer
+                                where
+                                        c_acctbal > 0.00
+                                        and substring(c_phone, 1, 2) in
+                                                ('13', '31', '23', '29', '30', '18', '17')
+                        )
+                        and not exists (
+                                select
+                                        *
+                                from
+                                        orders
+                                where
+                                        o_custkey = c_custkey
+                        )
+        ) as custsale
+group by
+        cntrycode
+order by
+        cntrycode;
+SELECT
+  "custsale"."cntrycode" AS "cntrycode",
+  COUNT(*) AS "numcust",
+  SUM("custsale"."c_acctbal") AS "totacctbal"
+FROM (
+  SELECT
+    SUBSTRING("customer"."c_phone", 1, 2) AS "cntrycode",
+    "customer"."c_acctbal" AS "c_acctbal"
+  FROM "customer" AS "customer"
+  LEFT JOIN (
+    SELECT
+      "orders"."o_custkey" AS "_u_1"
+    FROM "orders" AS "orders"
+    GROUP BY
+      "orders"."o_custkey"
+  ) AS "_u_0"
+    ON "_u_0"."_u_1" = "customer"."c_custkey"
+  WHERE
+    "_u_0"."_u_1" IS NULL
+    AND "customer"."c_acctbal" > (
+      SELECT
+        AVG("customer"."c_acctbal") AS "_col_0"
+      FROM "customer" AS "customer"
+      WHERE
+        "customer"."c_acctbal" > 0.00
+        AND SUBSTRING("customer"."c_phone", 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
+    )
+    AND SUBSTRING("customer"."c_phone", 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
+) AS "custsale"
+GROUP BY
+  "custsale"."cntrycode"
+ORDER BY
+  "cntrycode";