SparkRules Workbench

Registered rules

Create rule

Monaco DRL editor · Validate runs parse + LSP diagnostics

Simulation (dry run)

Fact JSON (object):

Bulk load (CSV with header, JSON array, or JSONL). CSV supports quoted fields; nested lending-style facts can use wrap-as-t.

Row index

Batch max rows Wrap each row as {"t":row}

Idle

Raw batch JSON

Uses existing REST APIs. Set X-Roles in the header when required (e.g. dq_steward for DQ, ai_reviewer for AI, platform_admin for lineage). React Flow / full graph designer is not bundled — graph response is JSON only.

AI rule suggestions (stub — not a full NL pipeline)

This calls POST /ai/suggest-rules with optional sample facts only. The bundled provider is a stub (no real NL→DRL model). For your own prompts/audit trail you can add fields inside each fact object, e.g. [{"intent":"Decline when DPD > 90"}].

Sample facts JSON array (optional):

AI suggestions queue

Fact for simulate (JSON object):

Chain / shadow / counterfactual

DRL (multi-rule for chain):

Fact JSON:

stop_on_decline

Shadow — primary DRL:

Shadow DRL:

Fact + run_id:

Counterfactual — same DRL, two facts:

baseline_fact

candidate_fact

Time travel (capture / replay)

Capture — run_id, DRL, fact:

Replay — snapshot_id from capture response, same run_id:

DQ evaluate

Requires role dq_steward (or admin). Fact JSON:

Checks JSON array:

Raw JSON

Graph enrich (structured + JSON)

Not a graph designer — server returns enriched JSON. Summary below; raw under the fold.

pii_reveal

Raw JSON

Lineage events (run history table)

GET /lineage/events — typically needs platform_admin. Table is newest-first; open Raw for full payloads.

Raw JSON

Engine / platform (config view)

Read-only view of the active engine config map. Change via environment in production.

Import rule pack

Paste JSON from /rules/export or a minimal items array. Each item must include rule_handle, drl, and optional group.

Compare two versions (same handle)

Promotion (dev → stage → prod)

Pins record which version is in each environment. Sync dev from the time-active rule, then promote only forward along dev → stage and stage → prod. Runtime deployment wiring stays in your platform.

Deprecations

Propose → approve → enforce deactivates matching rule versions. Requires rule_admin for mutations.

Propose

Approve

Enforce (optional handle filter)

Guided template

Placeholder pattern for DRL. Fields drive form labels in an editor shell.

Workbench

Active vs Inactive

By group

By namespace

Version activity

By namespace

Version activity

Sample rule-fire results (top 20)

Registered rules

Create rule

Simulation (dry run)

Engine / platform (config view)

Import rule pack

Compare two versions (same handle)

Promotion (dev → stage → prod)

Deprecations

Guided template