Application runner
Manages the execution lifecycle of bCLEARer applications and processes — startup, shutdown, and error handling for pipeline runs.
bCLEARer PDK
Pipeline orchestration
The orchestration services package handles execution, control, and management of bCLEARer data pipelines — from scaffolding a new pipeline to running, logging, and versioning production workloads.
Services
What the orchestration layer provides.
Pipeline builder CLI
Generates complete pipeline skeletons from JSON configuration or interactive prompts: domains, pipelines, thin slices, stages, sub-stages, orchestrators, and b-units.
BIE infrastructure
The BORO Identity Ecosystem (BIE) provides deterministic identity creation, registries, universes, and relation registers. The BIE ID creation facade hashes consumable objects into stable identifiers, while registries and identity spaces track types, instances, and relationships across pipeline stages.
Logging and reporting
Standardised log environments and reporting services capture the full execution history of every pipeline run for audit and debugging.
Data loading
The bclearer load service handles the ingestion and transformation of data into the framework, bridging raw sources to pipeline-ready formats.
Version control
Manages versioning of data, processes, and code within the orchestration layer so pipeline evolution is tracked and reproducible.
Static analysis
Validates pipeline code against best practices and structural rules before execution, catching issues early in the development cycle.
Utilities
Date/time handling, string and Unicode manipulation, unit-of-measure management, and file-system snapshots round out the services available to every pipeline stage.