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How to implement Hierarchical queries in JPA?

I have a huge oracle database with large number of stored procedures which I need to convert in microservice. In one of those procedures there is a hierarchical query in the form of :-
Select column_names from table_name start with column_name in (subquery) connect by nocycle prior (condition)
I need to convert this functionality into java code as I don't know how to use this in JPA query and I also cannot use native query. As I understand, this sort of query returns data in a tree like structure. I need to maintain that same structure as I further want to join this to another view. I would like to know how can I implement such a functionality in java using simple JPA queries ?

dynamic sql generation design

Good Afternoon,
We are bulding a web application and as part of it building a search functionality, have a design question on "Search Functionality"
The field names on the UI vs DB are different .i.e. a field on the UI called as "Number" the same is called Text10 in the DB. following are the two issues
How to generate a SQL as user gives the UI field names, we have a table in the DB where we r maintaining configuration(UI name to DB Name)?
User selects the columns which he wants to search, say for example there fields are selected "Number, Description, Price" and once the sql is generated, how to know what data corresponds to what column? Do we have to maintain an index capturing position or a bean?
what is the better way to gather the data based on the resultset?
Thanks

A solution that promotes commonality between UI and database column names would be nice but probably not feasible.
Some sort of mapping table that captures the following will work:
META-DB-TABLE-NAME
META-DB-COLUMN-NAME
META-UI-COLUMN-NAME
Personally I would prefer to keep this mapping meta-data as close to the database as possible.
User-defined meta data is nicely described here from an Oracle perspective:
http://docs.oracle.com/cd/B28359_01/appdev.111/b28369/xdb_repos_meta.htm
Do some research on this and keep us informed with what you find. Very interesting question!

In such a dynamic SQL scenario, query builders like jOOQ really shine. See for example the jOOQ manual section about dynamic SQL.
In your specific case, assuming you're using generated code in jOOQ (which isn't a must, but certainly recommended), you'll be maintaining some sort of lookup between UI fields and SQL fields, such as:
Map<UIField, Field<?>> lookup = ...
lookup.put(UI.NUMBER, TABLE.NUMBER);
lookup.put(UI.DESCRIPTION, TABLE.DESCRIPTION);
lookup.put(UI.PRICE, TABLE.PRICE);
You can then construct your query dynamically according to user needs:
List<UIField> userRequestedFields = ...
List<Field<?>> queryFields = userRequestedFields
.stream()
.map(lookup::get)
.toList();
And then:
ctx.select(queryFields)
.from(TABLE)
.where(...)
.fetch();
There are other query builders, even JPA has the criteria API for these purposes. You could also roll your own, though you'll be re-inventing a lot of wheels.
Disclaimer: I work for the company behind jOOQ.

Join Postgresql rows with Mongodb documents based on specific columns

I'm using MongoDB and PostgreSQL in my application. The need of using MongoDB is we might have any number of new fields that would get inserted for which we'll store data in MongoDB.
We are storing our fixed field values in PostgreSQL and custom field values in MongoDB.
E.g.
**Employee Table (RDBMS):**
id Name Salary
1 Krish 40000
**Employee Collection (MongoDB):**
{
<some autogenerated id of mongodb>
instanceId: 1 (The id of SQL: MANUALLY ASSIGNED),
employeeCode: A001
}
We get the records from SQL, and from their ids, we fetch related records from MongoDB. Then map the result to get the values of new fields and send on UI.
Now I'm searching for some optimized solution to get the MongoDB results in PostgreSQL POJO / Model so I don't have to fetch the data manually from MongoDB by passing ids of SQL and then mapping them again.
Is there any way through which I can connect MongoDB with PostgreSQL through columns (Here Id of RDBMS and instanceId of MongoDB) so that with one fetch, I can get related Mongo result too. Any kind of return type is acceptable but I need all of them at one call.
I'm using Hibernate and Spring in my application.

Using Spring Data might be the best solution for your use case, since it supports both:
JPA
MongoDB
You can still get all data in one request but that doesn't mean you have to use a single DB call. You can have one service call which spans to twp database calls. Because the PostgreSQL row is probably the primary entity, I advise you to share the PostgreSQL primary key with MongoDB too.
There's no need to have separate IDs. This way you can simply fetch the SQL and the Mongo document by the same ID. Sharing the same ID can give you the advantage of processing those requests concurrently and merging the result prior to returning from the service call. So the service method duration will not take the sum of the two Repositories calls, being the max of these to calls.

Astonishingly, yes, you potentially can. There's a foreign data wrapper named mongo_fdw that allows PostgreSQL to query MongoDB. I haven't used it and have no opinion as to its performance, utility or quality.
I would be very surprised if you could effectively use this via Hibernate, unless you can convince Hibernate that the FDW mapped "tables" are just views. You might have more luck with EclipseLink and their "NoSQL" support if you want to do it at the Java level.
Separately, this sounds like a monstrosity of a design. There are many sane ways to do what you want within a decent RDBMS, without going for a hybrid database platform. There's a time and a place for hybrid, but I really doubt your situation justifies the complexity.
Just use PostgreSQL's json / jsonb support to support dynamic mappings. Or use traditional options like storing json as text fields, storing XML, or even EAV mapping. Don't build a rube goldberg machine.

JPA Multilingual sorting

Recently I am working on a bilingual project and for some reference tables I need to sort the data. But because it is bilingual, the data is coming from different languages (in my case English and French) and I like to sort them all together, for example, Île comes before Inlet.
Ordinary Order By will put Île at the end of the list. I finally came up with using nativeQuery and sort the data using database engine's function (in oracle is about using NLS_SORT)
But I am tight with database engine and version, so for example if I change my database to postgres then the application will break. I was looking for native JPA solution (if exists) or any other solutions.

To archive this, without use native query JPA definition, I just can see two ways:
Create a DB view which includes escaped/translated columns based on DB functions. So, the DB differences will be on the create view sentence. You can define a OneToOne relation property to original entity.
Create extra column which stores the escaped values and sort by it. The application can perform the escape/translate before store data in DB using JPA Entity Listeners or in the persist/merge methods.
Good luck!

dynamic object relation mapping

I am trying to create an application in java which pulls out records from the database and maps it to objects. It does that without knowing what the schema of the database looks like. All i want to do is fetch all rows from all tables and store them somewhere. There could be a thousand tables with thousands of records each. The application doesn't know the name of any table or attribute. It should map "on the fly". I looked at hibernate but it doesnt give me what i want for this app. I don't want to create hard-coded xml files and classes for mapping. Any ideas how i can accomplish this ?
Thanks

Oracle has a bunch of data dictionary views for metadata.
ALL_TABLES, ALL_TAB_COLUMNS would be first places to start. Then you'd build ad-hoc queries based on what you get out of there. Not sure whether you have to deal with all data types (dates, blobs, spatial, user-defined....).
Not sure what you mean by "store them somewhere". If you start thinking CSV or XML files, you'll need to escape various characters from VARCHAR2 columns.
If you are looking for some generic extract/unload routines, you should look at what is already available in the database or open-source/commercially.

MyBatis provides a pretty simple way to map data results to objects and back, maybe check that out?
http://code.google.com/p/mybatis/

Not to be flip, but for this task, you might want to check out Ruby on Rails and its ActiveRecord approach