Integrations

Owned by Dave Trier
Last updated: Jun 26, 2024
2 min read

Supported Integrations

ModelOp Center provides a number of out-of-the-box integrations for both installation of ModelOp Center, as well as for model-specific integrations and enterprise-IT integrations. Please see below for the current list of validated integrations. ModelOp continually evaluates and adds integrations based on the needs of our Customers and of the market.

 

 

ModelOp Center - Validated Installation Integrations

Validated Environments for ModelOp Center Installation

ModelOp Center is a docker-native application that can be installed within any of the following Orchestrators:

  • Openshift

  • Kubernetes (UCP, Rancher, etc.)

  • AWS EKS

  • Azure AKS

  • GCP GKE

Validated Backing Data Stores for ModelOp Center Installation

ModelOp Center requires both a MongoDB backing data store AND an RDBMS backing data store. The following are the validated data stores required for ModelOp Center installation:

  • Mongo:

    • MongoDB

    • DocumentDB

  • RDBMS:

    • PostgreSQL 9.4 / 9.6 / 10 / 11 / 12

    • Microsoft SQL Server 2012/2014/2016/2017

 

Validated Model-Specific Integrations

Model Languages / Frameworks

ModelOp Center can support Business models that are built in the following languages/frameworks and/or development tools:

  • Python

  • R

  • Java

  • Scala

  • C

  • C++

  • PMML

  • PFA

  • ScikitLearn

  • Tensorflow

  • Keras

  • Pytorch

  • XGBoost

  • Spark

  • SageMaker

  • SAS (model inventory entry only)

  • Jupyter

  • RStudio

Model Data Sources

ModelOp Center can support Business models that integrate with the following enterprise data stores:

  • Snowflake

  • Kafka

  • HDFS

  • Databricks Delta Lake (via SparkSQL)

  • AWS S3

  • Azure Blob Store

  • GCP Cloud Storage

  • SQL Server (on-prem and Azure-based)

  • AWS Redshift

  • PostgreSQL

  • MySQL

  • IBM DB2

Validated Shared IT Service Integrations

ModelOp Center supports the following integrations with core enterprise systems:

  • Source Code Management:

    • Bitbucket

    • Github

    • Gitlab

  • Ticketing:

    • JIRA

    • ServiceNOW

    • Zammad (beta)

  • CICD / Scanning Tools:

    • Jenkins

    • Veracode

  • Credentials Management:

    • Vault

    • Kubernetes/Docker Secrets

  • Oauth2 Providers:

    • PingFederate

    • Okta

    • AWS Cognito

  • OIDC/SAML

  • BI / Visualization:

    • PowerBI

    • Tableau

Detailed Integration Instructions: