Join real-time stream events for advance state based analytics and customer centric insights
Joule’s latest release offers businesses a comprehensive solution to accelerate use case development to generate value while minimising risk. The platform leverages dynamic ML models, metrics, reference data, and observability to provide real-time actions and insights.
With Joule, businesses can streamline their development efforts and make informed decisions based on data-driven insights. Joule’s intuitive development platform and user-focused design make it easy for businesses to leverage the power of data and maximise their potential.
Real-time Dual Stream Joins
Normalisation, scaling and statistic ML functions
Stateful analytics
Advanced Javascript support
Support for Kafka partitioning strategies
Extended enrichment capabilities for metrics etc
Metrics engine priming with seed values
Documentation improvements
Join independent stream events to trigger advance analytical insights and dynamic business rules
Ability to join two streams using a simple join expression
Inner and outer joins support
State managed either through an time to live function or simply delete on join
New normalisation, scaling, and statistics functions for ML support
Stateful computation support
Simplified DSL to enable correct processor to be used
Computed metrics can be added to events using a lookup key
Internal in-memory database can be queried for event enrichment
Import pre-computed metrics on process startup
User defined metrics compaction query
Improvements and bug fixes to address execution of expressions and scripts
Geospatial processor DSL improvements, hardening and finally documentation
Entity geo tracker
Geo search
IP location resolver
Geo reverse lookup
Spatial Index
Javascript module mjs support
Validated consumer message partition strategies for multi Joule processing use cases
groupby definition support across all processors
Improvements to following areas:
Getting started with Joule
Monitoring
Geospatial
Analytics
DuckDB 1.0.0
Fixed scripting processor bug whereby script functions could not be executed
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