How can we use Oracle to deduplicate our data

Dear Patrick,

We have gone through a merger at our company where we are trying to merge the databases. The problem now is that we have duplicate records in our tables. We can of course go through all the records by hand and check if they exist twice. Another option is to build an application to do this. But using the Oracle Database there must be a better way to do this. Any ideas?

Ramesh (more...)

How can we add custom code to existing triggers?

Dear Patrick,

We have bought an application that runs on an Oracle database. There are triggers defined on the tables, but we want to add our own code to these triggers, but we don’t have access to the source code. What is the approach we should follow to accomplish this?

Collin Bratforth

Dear Collin,

There are two types of DML triggers. Statement level triggers and row level triggers. Then for these two types there are (more...)

What is overloading and how and when do I use it

Dear Patrick,

Recently I heard someone talk about overloading in Java. What is it, is it possible in PL/SQL and if so, how would I use it?

Ramesh Cumar

Dear Ramesh,

Overloading is a technique of creating multiple programs with the same name that can be called with different sets of parameters. It is definitely possible to apply this technique in PL/SQL, in fact, Oracle does this a lot of times in their own built-in (more...)

When would you use a normal table function?

Dear Patrick,

Last year I did a presentation on table functions at KScope. One of the questions I got was: ‘If pipelined table functions provide their results faster, why would you want to use a normal table function?’ I couldn’t come up with the answer then, maybe you can help?

Erik van Roon

Dear Erik,

Let’s start with explaining a bit what table functions are. Table Functions are functions that return a collection of (more...)

RegExp: Constraint to prevent spaces at the beginning or end.

Even though a space is a regular character, the client didn't want spaces at the beginning or end of a string. Any spaces in the middle were fine.
Of course this could be handled by the application, but it must also be implemented in the database. Using a check constraint with a regular expression will prevent the end user from entering unwanted data.

To try things out, let's just start with a simple table with (more...)

An introduction to Oracle PL/SQL for beginners

PL/SQL offers the entire suite of structured programming mechanisms, such as condition checking, loops, and subroutines, as shown in the following figure. (read more)

Real World SQL and PL/SQL: Advice from the Experts



Because my hero is Cary Millsap, I'm going to do what he did and publish my foreword Preface. All joking aside, I consider myself incredibly fortunate to have been included in this project. I learned...a lot, by simply trying to find the author's mistakes (and there were not many). There was a lot more work than I expected, as well. (Technical) Editing is lot easier than writing, to be sure.

Brendan Tierney and (more...)

Using the PayPal REST API from PL/SQL

Do you need to accept payments for goods and services via your (APEX) application and would you prefer to handle the payments in the database via PL/SQL? Then this blog post is for you... :-)

Almost a decade ago (in 2007), Oracle released a whitepaper on Integrating Application Express with PayPal Payments Pro which used PayPal's Name Value Pair (NVP) API.

In the years since then, PayPal has made available a new API which is (more...)

A Neural Network Scoring Engine in PL/SQL

Topic: In this post, you will find an example of how to build and deploy a basic artificial neural network scoring engine using PL/SQL for recognizing handwritten digits. This post is intended for learning purposes, in particular for Oracle practitioners who want a hands-on introduction to neural networks.


Introduction

Machine learning and neural networks in particular, are currently hot topics in data processing. Many tools and platform are now easily available to work and experiment  (more...)

Minimal privileges for Amazon S3 backup user

This is a follow-up to an old post I did about how to backup Oracle database schemas to Amazon S3 using PL/SQL.


In short, the packages provided in the Alexandria Utility Library for PL/SQL allow you to set up a schema-level backup of files from your database to Amazon's Simple Storage Service (S3).

At the end of that article I mentioned that you should use AWS Identity and Access Management (IAM) to create a separate (more...)

HOWTO solve any problem recursively, PL/SQL edition…

PROCEDURE solve (my_problem IN varchar2) IS
BEGIN
  my_idea := have_great_idea (my_problem) ;
  my_code := start_coding (my_idea) ;
  IF i_hit_complications (my_idea)
  THEN 
    new_problem := the_complications (my_idea);
    solve (new_problem);
  ELSE
    NULL; --we will never get here
  END IF;
END solve;

This abuse of recursion was inspired by @ThePracticalDev !

Top N- queries: using the 12c syntax.

One of the new features with Oracle database 12c is the new syntax for Top N queries and pagination. Did we really need this? Should you choose for the new syntax over the way we used to do it, with an inline view? I think so, it simply adds syntactic clarity to the query, and in this blogpost I will show the difference between the "old" and the "new".

For the examples I will use (more...)

Rounding amounts, divide cents over multiple lines

In previous articles I wrote about dealing with a missing cent when you need to divide a certain amount over multiple lines. In these articles, links are at the bottom, I described a method to calculate the difference on the last row.
Then a question arose (as a comment):
What if for example i have 42 records and i wish to divide 100 by 42. I would get a rounded value of 2.38. If (more...)

The importance of cohesion

"Come on, come on, let's stick together" - Bryan Ferry

There's more to PL/SQL programs than packages, but most of our code will live in packages. The PL/SQL Reference offers the following benefits of organising our code into packages:

Modularity - we encapsulate logically related components into an easy to understand structure.

Easier Application Design - we can start with the interface in the package specification and code the implementation later.

Hidden Implementation (more...)

Gear up for #AIOUG OTN Yathra’ 2016

Guys, AIOUG is back again with OTN Yathra’ 2016. It is a series of technology evangelist events organized by All India Oracle Users Group in six cities touring across the length and breadth of the country. It was my extreme pleasure to be the part of it in 2015 and I’m pleased to announce that … Continue reading

Working with the Interface Segregation Principle

Obviously Interface Segregation is crucial for implementing restricted access. For any given set of data there are three broad categories of access:

  • reporting 
  • manipulation 
  • administration and governance 

So we need to define at least one interface - packages - for each category in order that we can grant the appropriate access to different groups of users: read-only users, regular users, power users.

But there's more to Interface Segregation. This example is based on a procedure (more...)

Three more principles

Here are some more principles which can help us design better programs. These principles aren't part of an organized theory, and they're aren't particularly related to any programming paradigm. But each is part of the canon, and each is about the relationship between a program's interface and its implementation.

The Principle Of Least Astonishment

Also known as the Principle of Least Surprise, the rule is simple: programs should do what we expect them to (more...)

It’s all about the interface

When we talk about program design we're mainly talking about interface design. The interface is the part of our program that the users interact with. Normally discussion of UI focuses on GUI or UX, that is, the interface with the end user of our application.

But developers are users too.

Another developer writing a program which calls a routine in my program is a user of my code (and, I must remember, six months after (more...)

Bind Variables

This example, tested on Oracle 11, shows how you can define bind variables in SQL*Plus, assign values to them in PL/SQL then display those values afterwards back in SQL*Plus:

SQL> variable bv1 varchar2(3)
SQL> variable bv2 number
SQL> begin
  2  select 'ABC' into :bv1 from dual;
  3  select 123 into :bv2 from dual;
  4  end;
  5  /

PL/SQL procedure successfully completed.

SQL> print bv1

BV1
--------------------------------
ABC

SQL> print bv2

       (more...)

#DB12c feature – Secure External Procedures with DBMS_CREDENTIAL

Oracle Database 12c enables enhanced security for extproc by authenticating it against a user-supplied credential. This new feature allows the creation of a user credential and links it with a PL/SQL library object. Whenever an application calls an external procedure, the extproc process authenticates the connection before loading the shared library. The DBMS_CREDENTIAL package is … Continue reading