Populating a Hierarchical Tree from a Flat Table in SQLite
Understanding the Hierarchical Data Structure and Sorting Requirements
The core issue revolves around transforming a flat table into a hierarchical tree structure in SQLite, where each node in the tree represents a category with a specific sorting order. The table PagesTreeTT1
contains columns such as ID_Page
, TxtID_Page
, ParentPage_Id
, PgSlug
, PgDescr
, and PgSort
. The ParentPage_Id
column defines the parent-child relationships, with NULL
indicating a top-level category. The PgSort
column determines the sorting order of categories at each level.
The desired output is a tree structure where categories are nested under their respective parents, and the sorting is applied at each level based on the PgSort
value. For example, the output should resemble:
10
10-10
10-20
10-20-10
10-20-25
10-30
10-30-10
10-30-15
10-30-35
20
20-05
20-05-10
20-05-15
The challenge lies in correctly constructing this hierarchy while maintaining the sorting order at each level. Additionally, there are issues with the sorting order not being respected in certain subgroups and problems with concatenated fields in the output.
Identifying the Causes of Sorting and Concatenation Issues
The sorting issue arises because the recursive query does not enforce the sorting order at each level of the hierarchy. In SQLite, recursive queries using WITH RECURSIVE
can traverse hierarchical data, but they do not inherently maintain a specific order at each level. The sorting must be explicitly applied within the recursive query to ensure that categories are ordered correctly at each level.
The concatenation issue occurs when attempting to include the ParentPage_Id
field in the output. The problem is likely due to the way SQLite handles concatenation with NULL
values. When concatenating strings, if any part of the concatenation is NULL
, the entire result becomes NULL
. This explains why the BranchString
field is NULL
for top-level categories when ParentPage_Id
is included in the concatenation.
Detailed Troubleshooting Steps, Solutions, and Fixes
Step 1: Correcting the Sorting Order
To address the sorting issue, the recursive query must be modified to ensure that the sorting order is applied at each level. This can be achieved by including an ORDER BY
clause within the recursive part of the query. The following query demonstrates how to enforce sorting at each level:
WITH RECURSIVE under_root(ID_Page, level, lbl, slug, sort, parid) AS (
SELECT
PagesTreeTT1.ID_Page,
0,
PagesTreeTT1.PgDescr,
PagesTreeTT1.TxtID_Page,
PagesTreeTT1.PgSort,
PagesTreeTT1.ParentPage_Id
FROM PagesTreeTT1
WHERE PagesTreeTT1.ParentPage_Id IS NULL
UNION ALL
SELECT
PagesTreeTT1.ID_Page,
under_root.level + 1,
PagesTreeTT1.PgDescr,
PagesTreeTT1.TxtID_Page,
PagesTreeTT1.PgSort,
PagesTreeTT1.ParentPage_Id
FROM PagesTreeTT1
JOIN under_root ON PagesTreeTT1.ParentPage_Id = under_root.ID_Page
ORDER BY under_root.level, PagesTreeTT1.PgSort
)
SELECT
(substr('..........', 1, level * 3) || lbl) AS BranchString,
slug,
sort
FROM under_root
ORDER BY sort;
In this query, the ORDER BY under_root.level, PagesTreeTT1.PgSort
clause ensures that the categories are sorted by their level and then by their PgSort
value. This should resolve the sorting issue within subgroups.
Step 2: Fixing the Concatenation Issue
To fix the concatenation issue, we need to handle NULL
values properly. SQLite provides the IFNULL
function, which can be used to replace NULL
values with an empty string or another placeholder. The following query demonstrates how to use IFNULL
to prevent the BranchString
from becoming NULL
:
WITH RECURSIVE under_root(ID_Page, level, lbl, slug, sort, parid) AS (
SELECT
PagesTreeTT1.ID_Page,
0,
PagesTreeTT1.PgDescr,
PagesTreeTT1.TxtID_Page,
PagesTreeTT1.PgSort,
PagesTreeTT1.ParentPage_Id
FROM PagesTreeTT1
WHERE PagesTreeTT1.ParentPage_Id IS NULL
UNION ALL
SELECT
PagesTreeTT1.ID_Page,
under_root.level + 1,
PagesTreeTT1.PgDescr,
PagesTreeTT1.TxtID_Page,
PagesTreeTT1.PgSort,
PagesTreeTT1.ParentPage_Id
FROM PagesTreeTT1
JOIN under_root ON PagesTreeTT1.ParentPage_Id = under_root.ID_Page
ORDER BY under_root.level, PagesTreeTT1.PgSort
)
SELECT
(substr('..........', 1, level * 3) || IFNULL(lbl, '') || ' ' || ID_Page || ' < ' || IFNULL(parid, '')) AS BranchString,
slug,
sort
FROM under_root
ORDER BY sort;
In this query, the IFNULL
function is used to replace NULL
values in lbl
and parid
with an empty string. This ensures that the concatenation does not result in NULL
values, and the BranchString
is correctly constructed for all levels of the hierarchy.
Step 3: Combining Sorting and Concatenation Fixes
The final step is to combine both fixes into a single query that addresses both the sorting and concatenation issues. The following query demonstrates how to achieve this:
WITH RECURSIVE under_root(ID_Page, level, lbl, slug, sort, parid) AS (
SELECT
PagesTreeTT1.ID_Page,
0,
PagesTreeTT1.PgDescr,
PagesTreeTT1.TxtID_Page,
PagesTreeTT1.PgSort,
PagesTreeTT1.ParentPage_Id
FROM PagesTreeTT1
WHERE PagesTreeTT1.ParentPage_Id IS NULL
UNION ALL
SELECT
PagesTreeTT1.ID_Page,
under_root.level + 1,
PagesTreeTT1.PgDescr,
PagesTreeTT1.TxtID_Page,
PagesTreeTT1.PgSort,
PagesTreeTT1.ParentPage_Id
FROM PagesTreeTT1
JOIN under_root ON PagesTreeTT1.ParentPage_Id = under_root.ID_Page
ORDER BY under_root.level, PagesTreeTT1.PgSort
)
SELECT
(substr('..........', 1, level * 3) || IFNULL(lbl, '') || ' ' || ID_Page || ' < ' || IFNULL(parid, '')) AS BranchString,
slug,
sort
FROM under_root
ORDER BY sort;
This query ensures that the hierarchical tree is correctly constructed with the proper sorting order at each level and that the BranchString
is correctly formatted without NULL
values.
Conclusion
By addressing the sorting and concatenation issues separately and then combining the fixes, we can successfully transform the flat table into a hierarchical tree structure in SQLite. The key takeaways are:
- Sorting Order: Ensure that the sorting order is explicitly applied at each level of the hierarchy using the
ORDER BY
clause within the recursive query. - Concatenation Handling: Use the
IFNULL
function to handleNULL
values in concatenated fields, preventing the entire result from becomingNULL
.
With these adjustments, the SQLite query will produce the desired hierarchical tree structure with the correct sorting and formatting.