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  #1 (permalink)  
Old 02-27-2008, 07:36 AM
jefftyzzer
 
Posts: n/a
Default Trees, recursion, and grouping

Friends:

In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
What I want to do is assign all equivalent IDs to the same group
number, including those that are transitively related, i.e., if A = B
and B = C then A = C, so I'd group all three together.

Although they're not related in a composition fashion per se, it seems
like the way to go conceptually is to consider the ID relationships as
a reporting tree (ID_A would be the manager and ID_B would be the
employee) and assign all IDs that share the same root to the same
group.

For instance, let's say I have the following pairs

ID_A ID_B
---- ----
1800 1804
1800 1808
1806 1809
1808 1810
1808 1812
1809 1815
1810 1811

I'd have two trees (sideways):

1800 1804
1808
1810
1811
1812
and

1806
1809
1815

I'm struggling with the following:

1. How to group based on a shared *root* (I'd hate to have to build a
chain column, e.g., for 1811: "1800-->1808-->1810" and do something
like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
unreliable, and the ID is not always the same length)

2. How to write a recursive CTE that accomodates multiple, independent,
trees.

What I'd like to end up with is this:

ID GRP
---- ---
1800 1
1804 1
1808 1
1810 1
1811 1
1812 1
1806 2
1809 2
1815 2

I feel like I'm close--I've read Serge's "CONNECT BY" article and
Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but
I'm just not able to stitch it all together.

Would anyone care to lend a hand?

Thanks,

--Jeff

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  #2 (permalink)  
Old 02-27-2008, 07:36 AM
jefftyzzer
 
Posts: n/a
Default Re: Trees, recursion, and grouping

I should have mentioned that by "equivalent IDs," I meant logically
equivalent, i.e., they identify the same thing. Also, to view my tables
and "trees," please click fixed-font.

--Jeff

jefftyzzer wrote:
> Friends:
>
> In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
> What I want to do is assign all equivalent IDs to the same group
> number, including those that are transitively related, i.e., if A = B
> and B = C then A = C, so I'd group all three together.
>
> Although they're not related in a composition fashion per se, it seems
> like the way to go conceptually is to consider the ID relationships as
> a reporting tree (ID_A would be the manager and ID_B would be the
> employee) and assign all IDs that share the same root to the same
> group.
>
> For instance, let's say I have the following pairs
>
> ID_A ID_B
> ---- ----
> 1800 1804
> 1800 1808
> 1806 1809
> 1808 1810
> 1808 1812
> 1809 1815
> 1810 1811
>
> I'd have two trees (sideways):
>
> 1800 1804
> 1808
> 1810
> 1811
> 1812
> and
>
> 1806
> 1809
> 1815
>
> I'm struggling with the following:
>
> 1. How to group based on a shared *root* (I'd hate to have to build a
> chain column, e.g., for 1811: "1800-->1808-->1810" and do something
> like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
> unreliable, and the ID is not always the same length)
>
> 2. How to write a recursive CTE that accomodates multiple, independent,
> trees.
>
> What I'd like to end up with is this:
>
> ID GRP
> ---- ---
> 1800 1
> 1804 1
> 1808 1
> 1810 1
> 1811 1
> 1812 1
> 1806 2
> 1809 2
> 1815 2
>
> I feel like I'm close--I've read Serge's "CONNECT BY" article and
> Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but
> I'm just not able to stitch it all together.
>
> Would anyone care to lend a hand?
>
> Thanks,
>
> --Jeff


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  #3 (permalink)  
Old 02-27-2008, 07:36 AM
4.spam@mail.ru
 
Posts: n/a
Default Re: Trees, recursion, and grouping

Hello.
Try this:
--------------
with a(ID_A, ID_B) as
(
values
(1800, 1804),
(1800, 1808),
(1806, 1809),
(1808, 1810),
(1808, 1812),
(1809, 1815),
(1810, 1811)
), t(level, id_a, id_b, chain) as
(
select distinct 1, id_a, id_a, cast(digits(id_a) as varchar(50))
from a
where not exists
(
select 1
from a a2
where a2.id_b=a.id_a
)
UNION ALL
select t.level+1, t.id_a, a.id_b, t.chain||digits(a.id_b)
from a, t
where a.id_a=t.id_b
)
select dense_rank() over(order by id_a) as grp,
substr(
repeat(' ', level-1)||
char(case level when 1 then id_a else id_b end)
,1,20)
--, level, chain
from t
order by id_a, chain;
--------------

> Friends:
>
> In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
> What I want to do is assign all equivalent IDs to the same group
> number, including those that are transitively related, i.e., if A = B
> and B = C then A = C, so I'd group all three together.
>
> Although they're not related in a composition fashion per se, it seems
> like the way to go conceptually is to consider the ID relationships as
> a reporting tree (ID_A would be the manager and ID_B would be the
> employee) and assign all IDs that share the same root to the same
> group.
>
> For instance, let's say I have the following pairs
>
> ID_A ID_B
> ---- ----
> 1800 1804
> 1800 1808
> 1806 1809
> 1808 1810
> 1808 1812
> 1809 1815
> 1810 1811
>
> I'd have two trees (sideways):
>
> 1800 1804
> 1808
> 1810
> 1811
> 1812
> and
>
> 1806
> 1809
> 1815
>
> I'm struggling with the following:
>
> 1. How to group based on a shared *root* (I'd hate to have to build a
> chain column, e.g., for 1811: "1800-->1808-->1810" and do something
> like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
> unreliable, and the ID is not always the same length)
>
> 2. How to write a recursive CTE that accomodates multiple, independent,
> trees.
>
> What I'd like to end up with is this:
>
> ID GRP
> ---- ---
> 1800 1
> 1804 1
> 1808 1
> 1810 1
> 1811 1
> 1812 1
> 1806 2
> 1809 2
> 1815 2
>
> I feel like I'm close--I've read Serge's "CONNECT BY" article and
> Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but
> I'm just not able to stitch it all together.
>
> Would anyone care to lend a hand?
>
> Thanks,
>
> --Jeff


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  #4 (permalink)  
Old 02-27-2008, 07:36 AM
jefftyzzer
 
Posts: n/a
Default Re: Trees, recursion, and grouping

Brilliant! Thank you, kind stanger :-)

4.spam@mail.ru wrote:
> Hello.
> Try this:
> --------------
> with a(ID_A, ID_B) as
> (
> values
> (1800, 1804),
> (1800, 1808),
> (1806, 1809),
> (1808, 1810),
> (1808, 1812),
> (1809, 1815),
> (1810, 1811)
> ), t(level, id_a, id_b, chain) as
> (
> select distinct 1, id_a, id_a, cast(digits(id_a) as varchar(50))
> from a
> where not exists
> (
> select 1
> from a a2
> where a2.id_b=a.id_a
> )
> UNION ALL
> select t.level+1, t.id_a, a.id_b, t.chain||digits(a.id_b)
> from a, t
> where a.id_a=t.id_b
> )
> select dense_rank() over(order by id_a) as grp,
> substr(
> repeat(' ', level-1)||
> char(case level when 1 then id_a else id_b end)
> ,1,20)
> --, level, chain
> from t
> order by id_a, chain;
> --------------
>
> > Friends:
> >
> > In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
> > What I want to do is assign all equivalent IDs to the same group
> > number, including those that are transitively related, i.e., if A = B
> > and B = C then A = C, so I'd group all three together.
> >
> > Although they're not related in a composition fashion per se, it seems
> > like the way to go conceptually is to consider the ID relationships as
> > a reporting tree (ID_A would be the manager and ID_B would be the
> > employee) and assign all IDs that share the same root to the same
> > group.
> >
> > For instance, let's say I have the following pairs
> >
> > ID_A ID_B
> > ---- ----
> > 1800 1804
> > 1800 1808
> > 1806 1809
> > 1808 1810
> > 1808 1812
> > 1809 1815
> > 1810 1811
> >
> > I'd have two trees (sideways):
> >
> > 1800 1804
> > 1808
> > 1810
> > 1811
> > 1812
> > and
> >
> > 1806
> > 1809
> > 1815
> >
> > I'm struggling with the following:
> >
> > 1. How to group based on a shared *root* (I'd hate to have to build a
> > chain column, e.g., for 1811: "1800-->1808-->1810" and do something
> > like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
> > unreliable, and the ID is not always the same length)
> >
> > 2. How to write a recursive CTE that accomodates multiple, independent,
> > trees.
> >
> > What I'd like to end up with is this:
> >
> > ID GRP
> > ---- ---
> > 1800 1
> > 1804 1
> > 1808 1
> > 1810 1
> > 1811 1
> > 1812 1
> > 1806 2
> > 1809 2
> > 1815 2
> >
> > I feel like I'm close--I've read Serge's "CONNECT BY" article and
> > Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but
> > I'm just not able to stitch it all together.
> >
> > Would anyone care to lend a hand?
> >
> > Thanks,
> >
> > --Jeff


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  #5 (permalink)  
Old 02-27-2008, 07:36 AM
jefftyzzer
 
Posts: n/a
Default Re: Trees, recursion, and grouping

Brilliant! Thank you, kind stanger :-)

4.spam@mail.ru wrote:
> Hello.
> Try this:
> --------------
> with a(ID_A, ID_B) as
> (
> values
> (1800, 1804),
> (1800, 1808),
> (1806, 1809),
> (1808, 1810),
> (1808, 1812),
> (1809, 1815),
> (1810, 1811)
> ), t(level, id_a, id_b, chain) as
> (
> select distinct 1, id_a, id_a, cast(digits(id_a) as varchar(50))
> from a
> where not exists
> (
> select 1
> from a a2
> where a2.id_b=a.id_a
> )
> UNION ALL
> select t.level+1, t.id_a, a.id_b, t.chain||digits(a.id_b)
> from a, t
> where a.id_a=t.id_b
> )
> select dense_rank() over(order by id_a) as grp,
> substr(
> repeat(' ', level-1)||
> char(case level when 1 then id_a else id_b end)
> ,1,20)
> --, level, chain
> from t
> order by id_a, chain;
> --------------
>
> > Friends:
> >
> > In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
> > What I want to do is assign all equivalent IDs to the same group
> > number, including those that are transitively related, i.e., if A = B
> > and B = C then A = C, so I'd group all three together.
> >
> > Although they're not related in a composition fashion per se, it seems
> > like the way to go conceptually is to consider the ID relationships as
> > a reporting tree (ID_A would be the manager and ID_B would be the
> > employee) and assign all IDs that share the same root to the same
> > group.
> >
> > For instance, let's say I have the following pairs
> >
> > ID_A ID_B
> > ---- ----
> > 1800 1804
> > 1800 1808
> > 1806 1809
> > 1808 1810
> > 1808 1812
> > 1809 1815
> > 1810 1811
> >
> > I'd have two trees (sideways):
> >
> > 1800 1804
> > 1808
> > 1810
> > 1811
> > 1812
> > and
> >
> > 1806
> > 1809
> > 1815
> >
> > I'm struggling with the following:
> >
> > 1. How to group based on a shared *root* (I'd hate to have to build a
> > chain column, e.g., for 1811: "1800-->1808-->1810" and do something
> > like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
> > unreliable, and the ID is not always the same length)
> >
> > 2. How to write a recursive CTE that accomodates multiple, independent,
> > trees.
> >
> > What I'd like to end up with is this:
> >
> > ID GRP
> > ---- ---
> > 1800 1
> > 1804 1
> > 1808 1
> > 1810 1
> > 1811 1
> > 1812 1
> > 1806 2
> > 1809 2
> > 1815 2
> >
> > I feel like I'm close--I've read Serge's "CONNECT BY" article and
> > Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but
> > I'm just not able to stitch it all together.
> >
> > Would anyone care to lend a hand?
> >
> > Thanks,
> >
> > --Jeff


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  #6 (permalink)  
Old 02-27-2008, 07:36 AM
jefftyzzer
 
Posts: n/a
Default Re: Trees, recursion, and grouping

Brilliant! Thank you, kind stranger :-)

4.spam@mail.ru wrote:
> Hello.
> Try this:
> --------------
> with a(ID_A, ID_B) as
> (
> values
> (1800, 1804),
> (1800, 1808),
> (1806, 1809),
> (1808, 1810),
> (1808, 1812),
> (1809, 1815),
> (1810, 1811)
> ), t(level, id_a, id_b, chain) as
> (
> select distinct 1, id_a, id_a, cast(digits(id_a) as varchar(50))
> from a
> where not exists
> (
> select 1
> from a a2
> where a2.id_b=a.id_a
> )
> UNION ALL
> select t.level+1, t.id_a, a.id_b, t.chain||digits(a.id_b)
> from a, t
> where a.id_a=t.id_b
> )
> select dense_rank() over(order by id_a) as grp,
> substr(
> repeat(' ', level-1)||
> char(case level when 1 then id_a else id_b end)
> ,1,20)
> --, level, chain
> from t
> order by id_a, chain;
> --------------
>
> > Friends:
> >
> > In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
> > What I want to do is assign all equivalent IDs to the same group
> > number, including those that are transitively related, i.e., if A = B
> > and B = C then A = C, so I'd group all three together.
> >
> > Although they're not related in a composition fashion per se, it seems
> > like the way to go conceptually is to consider the ID relationships as
> > a reporting tree (ID_A would be the manager and ID_B would be the
> > employee) and assign all IDs that share the same root to the same
> > group.
> >
> > For instance, let's say I have the following pairs
> >
> > ID_A ID_B
> > ---- ----
> > 1800 1804
> > 1800 1808
> > 1806 1809
> > 1808 1810
> > 1808 1812
> > 1809 1815
> > 1810 1811
> >
> > I'd have two trees (sideways):
> >
> > 1800 1804
> > 1808
> > 1810
> > 1811
> > 1812
> > and
> >
> > 1806
> > 1809
> > 1815
> >
> > I'm struggling with the following:
> >
> > 1. How to group based on a shared *root* (I'd hate to have to build a
> > chain column, e.g., for 1811: "1800-->1808-->1810" and do something
> > like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
> > unreliable, and the ID is not always the same length)
> >
> > 2. How to write a recursive CTE that accomodates multiple, independent,
> > trees.
> >
> > What I'd like to end up with is this:
> >
> > ID GRP
> > ---- ---
> > 1800 1
> > 1804 1
> > 1808 1
> > 1810 1
> > 1811 1
> > 1812 1
> > 1806 2
> > 1809 2
> > 1815 2
> >
> > I feel like I'm close--I've read Serge's "CONNECT BY" article and
> > Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but
> > I'm just not able to stitch it all together.
> >
> > Would anyone care to lend a hand?
> >
> > Thanks,
> >
> > --Jeff


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  #7 (permalink)  
Old 02-27-2008, 07:36 AM
--CELKO--
 
Posts: n/a
Default Re: Trees, recursion, and grouping


In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
What I want to do is assign all equivalent IDs to the same group
number, including those that are transitively related, i.e., if A = B
and B = C then A = C, so I'd group all three together.

Although they're not related in a composition fashion per se, it seems
like the way to go conceptually is to consider the ID relationships as
a reporting tree (ID_A would be the manager and ID_B would be the
employee) and assign all IDs that share the same root to the same
group.

For instance, let's say I have the following pairs

ID_A ID_B
---- ----
1800 1804
1800 1808
1806 1809
1808 1810
1808 1812
1809 1815
1810 1811

I'd have two trees (sideways):

1800 1804
1808
1810
1811
1812
and

1806
1809
1815

I'm struggling with the following:

1. How to group based on a shared *root* (I'd hate to have to build a
chain column, e.g., for 1811: "1800-->1808-->1810" and do something
like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
unreliable, and the ID is not always the same length)

2. How to write a recursive CTE that accomodates multiple,
independent,
trees.

>> I feel like I'm close--I've read Serge's "CONNECT BY" article and Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but I'm just not able to stitch it all together. <<


You should have been reading Celko's TREES & HIERARCHIES IN SQL instead
!

What you have is a forest, not a tree and you can do this with a nested
sets model

CREATE TABLE FoobarForest
(foobar_id INTEGER NOT NULL PRIMARY KEY, --assumption
tree_nbr INTEGER NOT NULL,
lft INTEGER NOT NULL CHECK (lft > 0),
rgt INTEGER NOT NULL,
CHECK (lft < rgt),
UNIQUE (tree_nbr, lft));

Instead of a recursive CTE, pick the roots and use a simple push-down
stack for tree traversal. Here is a SQL/PSM version for one tree:

- Tree holds the adjacency model
CREATE TABLE Tree
(node CHAR(10) NOT NULL,
parent CHAR(10));

-- Stack starts empty, will holds the nested set model
CREATE TABLE Stack
(stack_top INTEGER NOT NULL,
node CHAR(10) NOT NULL,
lft INTEGER,
rgt INTEGER);

CREATE PROCEDURE TreeTraversal ()
LANGUAGE SQL
DETERMINISTIC
BEGIN ATOMIC
DECLARE counter INTEGER;
DECLARE max_counter INTEGER;
DECLARE current_top INTEGER;

SET counter = 2;
SET max_counter = 2 * (SELECT COUNT(*) FROM Tree);
SET current_top = 1;

--clear the stack
DELETE FROM Stack;

-- push the root
INSERT INTO Stack
SELECT 1, node, 1, max_counter
FROM Tree
WHERE parent IS NULL;

-- delete rows from tree as they are used
DELETE FROM Tree WHERE parent IS NULL;

WHILE counter <= max_counter- 1
DO IF EXISTS (SELECT *
FROM Stack AS S1, Tree AS T1
WHERE S1.node = T1.parent
AND S1.stack_top = current_top)
THEN BEGIN -- push when top has subordinates and set lft value
INSERT INTO Stack
SELECT (current_top + 1), MIN(T1.node), counter, NULL
FROM Stack AS S1, Tree AS T1
WHERE S1.node = T1.parent
AND S1.stack_top = current_top;

-- delete rows from tree as they are used
DELETE FROM Tree
WHERE node = (SELECT node
FROM Stack
WHERE stack_top = current_top + 1);
-- housekeeping of stack pointers and counter
SET counter = counter + 1;
SET current_top = current_top + 1;
END;
ELSE
BEGIN -- pop the stack and set rgt value
UPDATE Stack
SET rgt = counter,
stack_top = -stack_top -- pops the stack
WHERE stack_top = current_top;
SET counter = counter + 1;
SET current_top = current_top - 1;
END;
END IF;
END WHILE;
-- SELECT node, lft, rgt FROM Stack;
-- the top column is not needed in the final answer
-- move stack contents to new tree table
END;

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  #8 (permalink)  
Old 02-27-2008, 07:38 AM
jefftyzzer
 
Posts: n/a
Default Re: Trees, recursion, and grouping

Thank you, Joe--I look forward to digging into your suggestion, and
appreciate your considered reply to my posting.

--Jeff

--CELKO-- wrote:
> In a DB2 UDB LUW table, I have a table with pairs of equivalent ID's.
> What I want to do is assign all equivalent IDs to the same group
> number, including those that are transitively related, i.e., if A = B
> and B = C then A = C, so I'd group all three together.
>
> Although they're not related in a composition fashion per se, it seems
> like the way to go conceptually is to consider the ID relationships as
> a reporting tree (ID_A would be the manager and ID_B would be the
> employee) and assign all IDs that share the same root to the same
> group.
>
> For instance, let's say I have the following pairs
>
> ID_A ID_B
> ---- ----
> 1800 1804
> 1800 1808
> 1806 1809
> 1808 1810
> 1808 1812
> 1809 1815
> 1810 1811
>
> I'd have two trees (sideways):
>
> 1800 1804
> 1808
> 1810
> 1811
> 1812
> and
>
> 1806
> 1809
> 1815
>
> I'm struggling with the following:
>
> 1. How to group based on a shared *root* (I'd hate to have to build a
> chain column, e.g., for 1811: "1800-->1808-->1810" and do something
> like DENSE_RANK() OVER(ORDER BY SUBSTR(CHAIN,1,4)--that seems
> unreliable, and the ID is not always the same length)
>
> 2. How to write a recursive CTE that accomodates multiple,
> independent,
> trees.
>
> >> I feel like I'm close--I've read Serge's "CONNECT BY" article and Molinaro's chapter "Hierarchical Queries" in his _SQL Cookbook_, but I'm just not able to stitch it all together. <<

>
> You should have been reading Celko's TREES & HIERARCHIES IN SQL instead
> !
>
> What you have is a forest, not a tree and you can do this with a nested
> sets model
>
> CREATE TABLE FoobarForest
> (foobar_id INTEGER NOT NULL PRIMARY KEY, --assumption
> tree_nbr INTEGER NOT NULL,
> lft INTEGER NOT NULL CHECK (lft > 0),
> rgt INTEGER NOT NULL,
> CHECK (lft < rgt),
> UNIQUE (tree_nbr, lft));
>
> Instead of a recursive CTE, pick the roots and use a simple push-down
> stack for tree traversal. Here is a SQL/PSM version for one tree:
>
> - Tree holds the adjacency model
> CREATE TABLE Tree
> (node CHAR(10) NOT NULL,
> parent CHAR(10));
>
> -- Stack starts empty, will holds the nested set model
> CREATE TABLE Stack
> (stack_top INTEGER NOT NULL,
> node CHAR(10) NOT NULL,
> lft INTEGER,
> rgt INTEGER);
>
> CREATE PROCEDURE TreeTraversal ()
> LANGUAGE SQL
> DETERMINISTIC
> BEGIN ATOMIC
> DECLARE counter INTEGER;
> DECLARE max_counter INTEGER;
> DECLARE current_top INTEGER;
>
> SET counter = 2;
> SET max_counter = 2 * (SELECT COUNT(*) FROM Tree);
> SET current_top = 1;
>
> --clear the stack
> DELETE FROM Stack;
>
> -- push the root
> INSERT INTO Stack
> SELECT 1, node, 1, max_counter
> FROM Tree
> WHERE parent IS NULL;
>
> -- delete rows from tree as they are used
> DELETE FROM Tree WHERE parent IS NULL;
>
> WHILE counter <= max_counter- 1
> DO IF EXISTS (SELECT *
> FROM Stack AS S1, Tree AS T1
> WHERE S1.node = T1.parent
> AND S1.stack_top = current_top)
> THEN BEGIN -- push when top has subordinates and set lft value
> INSERT INTO Stack
> SELECT (current_top + 1), MIN(T1.node), counter, NULL
> FROM Stack AS S1, Tree AS T1
> WHERE S1.node = T1.parent
> AND S1.stack_top = current_top;
>
> -- delete rows from tree as they are used
> DELETE FROM Tree
> WHERE node = (SELECT node
> FROM Stack
> WHERE stack_top = current_top + 1);
> -- housekeeping of stack pointers and counter
> SET counter = counter + 1;
> SET current_top = current_top + 1;
> END;
> ELSE
> BEGIN -- pop the stack and set rgt value
> UPDATE Stack
> SET rgt = counter,
> stack_top = -stack_top -- pops the stack
> WHERE stack_top = current_top;
> SET counter = counter + 1;
> SET current_top = current_top - 1;
> END;
> END IF;
> END WHILE;
> -- SELECT node, lft, rgt FROM Stack;
> -- the top column is not needed in the final answer
> -- move stack contents to new tree table
> END;


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