MLRun/Iguazio, the KEY changes in a nutshell (from my selfish perspective)

You can see detail changes in

MLRun change log
Iguazio change log
Iguazio mng. change log
Legend
- 🚩 future version, ✅ published version

MLRun

🚩 1.9 MLRun (exp. Q2/2025)

Support newer Python version (>=3.11), see
TBD.

🚩 1.8 MLRun (exp. Q1/2025)

Focus on SourceSQL/TargetSQL improvements, see
TBD.

✅ 1.7 MLRun

Model monitoring/drifting for MLRun (in free version), relation to MySQL
API Gateway (flexible configuration & Nuclio tuning, more endpoints, etc.)
Support GenAI/LLM (see Langchain, GenAI tutorial, etc.)
Improve scaling for Nuclio (from version >= 1.13)
Support Hadoop/HDFS (via WebHDFS) and Snowflake as data store
Support only Kubernate installation (focus on MLRun CE)

✅ 1.6 MLRun

Model monitoring/drifting for Iguazio (V3IO support only)
MLFlow integration (store artifact to MLRun, see)
Support Pandas 2.0 (improve performance)
Support paging (ability to return longer data from 1.6.4)
Extend datastore profiles (addition providers)

✅ 1.5 MLRun

Datastore profiles
Improve FeatureVector join

Iguazio

🚩 3.7.0 Iguazio (2025)

Remove V3IO NoSQL (key-value), focus on external KV solutions
TBD.

🚩 3.6.2 Iguazio (Q4/2024)

???

✅ 3.6.1 Iguazio

Supports Kubernetes 1.30 for GKS
Bug fixing

✅ 3.6.0 Iguazio

Supports Rocky Linux 8.x OS & Kubernetes 1.28 for on-prem vanilla
Focused on fixes
- All ingresses using secured traffic (SSL), periodic deletion of files on var/crash on app nodes, etc.
Important announcement:
- Future deprecation, citation from release notes
  - 'V3IO NoSQL (key-value) and streams functionality will be deprecated in the next major release.'

✅ 3.5.5 Iguazio

Supports self-signed docker-registries
Support full SSO with Keycloak (useful for end users)
K8s 1.28

✅ 3.5.4 Iguazio

Addition new role 'IT Admin Read Only'
Support the i3.2xlarge AWS
Deprecated python 3.6 and 3.7
K8s 1.26

✅ 3.5.4 Iguazio

JupyterLab 3.4.8
Support python 3.9
K8s 1.24