Skip to content

Julien Delattre

Julien Delattre, member of the Oracle Team Zurich, has more than five years of experience specializing in Oracle databases, plus expertise in MariaDB and MongoDB. Prior to dbi services, he was a Database Administrator at Atos in Angers, France, and a Data Scientist at Air France in Paris and Apurata in Lima. Julien holds a Master's degree in Computer Science, Data Science, and Statistics from Centrale Paris / Université Paris-Saclay.

81 posts since October 2025

GoldenGate instantiation CSN explained

For more than ten years (GoldenGate 12.2, released in 2015), GoldenGate has provided a way of performing initial load of tables with a per-table instantiation CSN. But when migrating a database or just performing the initial load of a single table to prepare a GoldenGate replication, the known procedure is very often still the old one: start an extract, note… 

GoldenGate 26ai AI Service: Full setup with a free Gemini key

I sometimes get asked how the new AI Service of GoldenGate 26ai works, and the best way to show it is to see it in action. In this blog, I will set up the AI Service with Google Gemini, using a free API key in Google AI Studio. Most of what will be said here can be applied to the… 

DDL filtering in GoldenGate extract and replicat

When replicating data with GoldenGate, you often want DDL changes (table alterations, new tables, dropped indexes, etc.) to follow alongside DML. But replicating all DDL is sometimes dangerous (TRUNCATE, DROP TABLE) or simply impossible (architecture differences between source and target). DDL filtering gives you precise control over this. This blog covers multiple aspects, including latest changes introduced in GoldenGate 26ai:… 

Listing and querying Oracle Enterprise Manager metric extensions

I recently wanted to work on Metric Extensions automation, and realized the task was a bit more complicated than I thought. My original idea was to look into the emcli verb list, but I was unlucky. In fact, emcli does not allow you to retrieve information about Metric Extensions. I had to dig further, looking into the Enterprise Manager SYSMAN… 

OGG-02454 Trail not found in checkpoint file when migrating a Coordinated Replicat

When migrating a Coordinated Replicat for a client, I faced a very specific OGG-02454 error that I wanted to share. When using the migration utility on a Classic Architecture Coordinated Replicat, every attempt failed at the checkpoint conversion step with OGG-02454 Trail … not found in checkpoint file. Because the migration utility rolls back the entire migration on any hard… 

Rename a GoldenGate Extract with the REST API

In a previous blog, I went through the full procedure of renaming a GoldenGate extract from the adminclient. I included all necessary steps to avoid missing transactions. Doing this by hand is completely fine, but if you do it often, or want to remove the risk of a typo on an SCN, I have another solution for you. In this… 

GoldenGate REST API Python client now on pip

In a previous post, I shared the OGGRestAPI Python client I built for the GoldenGate REST API. Since then, I kept using it on production deployments, fixing it and adding new features along the way. It felt like the right time to stop asking people to copy a .py file into their project, so I published it to PyPI. You… 

MongoDB DMK 2.6.0 : pymongo integration and new features

In this blog, I will present the new features introduced with the latest release (2.6.0) of the MongoDB DMK. The DMK is a set of standardized tools that aims at easing the work of DBAs by having dbi’s best practices embedded in common scripts across all the database servers of an organization. dbi services provides the DMK (Database Management Kit)… 

Rename a GoldenGate extract without missing transactions

Throughout my consulting missions, I have often been asked to rename GoldenGate extracts. While this is not a difficult task, it should still be done correctly to avoid missing transactions. In this blog, I will explain how to rename a GoldenGate extract from the adminclient. If you often rename extracts, or want to remove the risk of a typo on… 

GoldenGate DB2 z/OS upgrade checklist

Upgrading GoldenGate when the source is DB2 for z/OS is not quite the same exercise as upgrading a GoldenGate installation for Oracle. Most of what I described in my generic blogs about planning a GoldenGate upgrade and migrating from Classic to Microservices Architecture is still valid. However, there is an extra layer to deal with. It has to do with… 

NGINX secured distribution path with GoldenGate REST API

In a previous blog, I presented how to set up a distribution path between two GoldenGate deployments both secured with NGINX. The method I used there was purely through the Web UI. But GoldenGate also exposes a full REST API, and everything you can do in the UI can be done through the API as well, which is useful for… 

GoldenGate 26ai out-of-place patching with Python

I already covered out-of-place patching from the web UI, but patching tasks should be automated, and clicking through the same screens for every deployment can get repetitive. Let’s do the exact same out-of-place patch of a GoldenGate Microservices Architecture deployment, this time entirely with the REST API. Every step below shows two ways to make the same call: Installing the…