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book focuses on the Nomos Testing Framework. It assumes familiarity with\\nthe Nomos architecture, but for completeness, here is a short primer. Nomos is a modular blockchain protocol with validators and a data-availability\\n(DA) subsystem. Validators participate in consensus and produce blocks. Executors are validators with the DA dispersal service enabled. They can\\nsubmit transactions and disperse blob data to the DA network. Data Availability (DA) handles blob data within transactions. When\\ntransactions include ChannelBlob operations, executors disperse the blob data\\nto the DA network, and validators sample and verify it’s available. These roles interact tightly, which is why meaningful testing must be performed\\nin multi-node environments that include real networking, timing, and DA\\ninteraction.","breadcrumbs":"Project Context Primer » Project Context Primer","id":"0","title":"Project Context Primer"},"1":{"body":"This book gives you a clear mental model for Nomos multi-node testing, shows how\\nto author scenarios that pair realistic workloads with explicit expectations,\\nand guides you to run them across local, containerized, and cluster environments\\nwithout changing the plan.","breadcrumbs":"What You Will Learn » What You Will Learn","id":"1","title":"What You Will Learn"},"10":{"body":"Always run long enough for meaningful block production: #![allow(unused)] fn main() {\\n// Bad: too short\\n.with_run_duration(Duration::from_secs(5)) // Maybe 0-1 blocks // Good: enough blocks for assertions\\n.with_run_duration(Duration::from_secs(60)) // ~10+ blocks } The framework enforces minimum durations, but be explicit. Very short runs\\nrisk false confidence—one lucky block doesn’t prove liveness.","breadcrumbs":"Part I — Foundations » Testing Philosophy » Minimum Run Windows","id":"10","title":"Minimum Run Windows"},"11":{"body":"These principles keep scenarios: Portable across environments (protocol time, declarative) Debuggable (determinism, separation of concerns) Meaningful (observable signals, sufficient duration) When authoring scenarios, ask: “Does this test the protocol behavior or\\nmy local environment quirks?”","breadcrumbs":"Part I — Foundations » Testing Philosophy » Summary","id":"11","title":"Summary"},"12":{"body":"Build the plan: Declare a topology, attach workloads and expectations, and set the run window. The plan is the single source of truth for what will happen. Deploy: Hand the plan to a runner. It provisions the environment on the chosen backend and waits for nodes to signal readiness. Drive workloads: Start traffic and behaviors (transactions, data-availability activity, restarts) for the planned duration. Observe blocks and signals: Track block progression and other high-level metrics during or after the run window to ground assertions in protocol time. Evaluate expectations: Once activity stops (and optional cooldown completes), check liveness and workload-specific outcomes to decide pass or fail. Cleanup: Tear down resources so successive runs start fresh and do not inherit leaked state. flowchart LR P[Plan<br/>topology + workloads + expectations] --> D[Deploy<br/>runner provisions] D --> R[Readiness<br/>wait for nodes] R --> W[Drive Workloads] W --> O[Observe<br/>blocks/metrics] O --> E[Evaluate Expectations] E --> C[Cleanup]","breadcrumbs":"Part I — Foundations » Scenario Lifecycle » Scenario Lifecycle","id":"12","title":"Scenario Lifecycle"},"13":{"body":"Modular crates keep configuration, orchestration, workloads, and runners decoupled so each can evolve without breaking the others. Pluggable runners let the same scenario run on a laptop, a Docker host, or a Kubernetes cluster, making validation portable across environments. Separated workloads and expectations clarify intent: what traffic to generate versus how to judge success. This simplifies review and reuse. Declarative topology makes cluster shape explicit and repeatable, reducing surprise when moving between CI and developer machines. Maintainability through predictability: a clear flow from plan to deployment to verification lowers the cost of extending the framework and interpreting failures.","breadcrumbs":"Part I — Foundations » Design Rationale » Design Rationale","id":"13","title":"Design Rationale"},"14":{"body":"Practical guidance for shaping scenarios, combining workloads and expectations,\\nand running them across different environments.","breadcrumbs":"Part II — User Guide » Part II — User Guide","id":"14","title":"Part II — User Guide"},"15":{"body":"The workspace focuses on multi-node integration testing and sits alongside a nomos-node checkout. Its crates separate concerns to keep scenarios\\nrepeatable and portable: Configs: prepares high-level node, network, tracing, and wallet settings\\nused across test environments. Core scenario orchestration: the engine that holds topology descriptions,\\nscenario plans, runtimes, workloads, and expectations. Workflows: ready-made workloads (transactions, data-availability, chaos)\\nand reusable expectations assembled into a user-facing DSL. Runners: deployment backends for local processes, Docker Compose, and\\nKubernetes, all consuming the same scenario plan. Test workflows: example scenarios and integration checks that show how\\nthe pieces fit together. This split keeps configuration, orchestration, reusable traffic patterns, and\\ndeployment adapters loosely coupled while sharing one mental model for tests.","breadcrumbs":"Part II — User Guide » Workspace Layout » Workspace Layout","id":"15","title":"Workspace Layout"},"16":{"body":"High-level view of the workspace and how pieces relate: nomos-testing/\\n├─ testing-framework/\\n│ ├─ configs/ # shared configuration helpers\\n│ ├─ core/ # scenario model, runtime, topology\\n│ ├─ workflows/ # workloads, expectations, DSL extensions\\n│ └─ runners/ # local, compose, k8s deployment backends\\n├─ tests/ # integration scenarios using the framework\\n└─ scripts/ # supporting setup utilities (e.g., assets) Each area maps to a responsibility: describe configs, orchestrate scenarios,\\npackage common traffic and assertions, adapt to environments, and demonstrate\\nend-to-end usage.","breadcrumbs":"Part II — User Guide » Annotated Tree » Annotated Tree","id":"16","title":"Annotated Tree"},"17":{"body":"Creating a scenario is a declarative exercise: Shape the topology: decide how many validators and executors to run, and\\nwhat high-level network and data-availability characteristics matter for the\\ntest. Attach workloads: pick traffic generators that align with your goals\\n(transactions, data-availability blobs, or chaos for resilience probes). Define expectations: specify the health signals that must hold when the\\nrun finishes (e.g., consensus liveness, inclusion of submitted activity; see Core Content: Workloads & Expectations). Set duration: choose a run window long enough to observe meaningful\\nblock progression and the effects of your workloads. Choose a runner: target local processes for fast iteration, Docker\\nCompose for reproducible multi-node stacks, or Kubernetes for cluster-grade\\nvalidation. For environment considerations, see Operations. Keep scenarios small and explicit: make the intended behavior and the success\\ncriteria clear so failures are easy to interpret and act upon.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Authoring Scenarios","id":"17","title":"Authoring Scenarios"},"18":{"body":"Workloads describe the activity a scenario generates; expectations describe the\\nsignals that must hold when that activity completes. Both are pluggable so\\nscenarios stay readable and purpose-driven.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Core Content: Workloads & Expectations","id":"18","title":"Core Content: Workloads & Expectations"},"19":{"body":"Transaction workload: submits user-level transactions at a configurable\\nrate and can limit how many distinct actors participate. Data-availability workload: drives blob and channel activity to exercise\\ndata-availability paths. Chaos workload: triggers controlled node restarts to test resilience and\\nrecovery behaviors (requires a runner that can control nodes).","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Workloads","id":"19","title":"Workloads"},"2":{"body":"Conceptual chapters that establish the mental model for the framework and how\\nit approaches multi-node testing.","breadcrumbs":"Part I — Foundations » Part I — Foundations","id":"2","title":"Part I — Foundations"},"20":{"body":"Consensus liveness: verifies the system continues to produce blocks in\\nline with the planned workload and timing window. Workload-specific checks: each workload can attach its own success\\ncriteria (e.g., inclusion of submitted activity) so scenarios remain concise. Together, workloads and expectations let you express both the pressure applied\\nto the system and the definition of “healthy” for that run. flowchart TD I[Inputs<br/>topology + wallets + rates] --> Init[Workload init] Init --> Drive[Drive traffic] Drive --> Collect[Collect signals] Collect --> Eval[Expectations evaluate]","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Expectations","id":"20","title":"Expectations"},"21":{"body":"Patterns that keep scenarios readable and reusable: Topology-first: start by shaping the cluster (counts, layout) so later\\nsteps inherit a clear foundation. Bundle defaults: use the DSL helpers to attach common expectations (like\\nliveness) whenever you add a matching workload, reducing forgotten checks. Intentional rates: express traffic in per-block terms to align with\\nprotocol timing rather than wall-clock assumptions. Opt-in chaos: enable restart patterns only in scenarios meant to probe\\nresilience; keep functional smoke tests deterministic. Wallet clarity: seed only the number of actors you need; it keeps\\ntransaction scenarios deterministic and interpretable. These patterns make scenario definitions self-explanatory while staying aligned\\nwith the framework’s block-oriented timing model.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Core Content: ScenarioBuilderExt Patterns","id":"21","title":"Core Content: ScenarioBuilderExt Patterns"},"22":{"body":"State your intent: document the goal of each scenario (throughput, DA\\nvalidation, resilience) so expectation choices are obvious. Keep runs meaningful: choose durations that allow multiple blocks and make\\ntiming-based assertions trustworthy. Separate concerns: start with deterministic workloads for functional\\nchecks; add chaos in dedicated resilience scenarios to avoid noisy failures. Reuse patterns: standardize on shared topology and workload presets so\\nresults are comparable across environments and teams. Observe first, tune second: rely on liveness and inclusion signals to\\ninterpret outcomes before tweaking rates or topology. Environment fit: pick runners that match the feedback loop you need—local\\nfor speed, compose for reproducible stacks, k8s for cluster-grade fidelity. Minimal surprises: seed only necessary wallets and keep configuration\\ndeltas explicit when moving between CI and developer machines.","breadcrumbs":"Part II — User Guide » Best Practices » Best Practices","id":"22","title":"Best Practices"},"23":{"body":"Concrete scenarios showing how to combine topologies, workloads, and\\nexpectations. Copy and adjust these to fit your needs.","breadcrumbs":"Part II — User Guide » Examples » Examples","id":"23","title":"Examples"},"24":{"body":"Basic smoke test verifying validators can produce blocks. #![allow(unused)] fn main() {\\nuse nomos_testing_core::scenario::{Deployer, ScenarioBuilder};\\nuse nomos_testing_runner_local::LocalDeployer;\\nuse nomos_testing_workflows::ScenarioBuilderExt;\\nuse std::time::Duration; #[tokio::test]\\nasync fn test_consensus_liveness() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(3, 0) .expect_consensus_liveness() .with_run_duration(Duration::from_secs(30)) .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Quick validation that consensus works on minimal hardware.","breadcrumbs":"Part II — User Guide » Examples » Simple consensus liveness","id":"24","title":"Simple consensus liveness"},"25":{"body":"Submit transactions and verify inclusion. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_transaction_inclusion() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(2, 1) .wallets(10) .transactions() .rate(5) .users(5) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Verify transaction submission and inclusion under light load.","breadcrumbs":"Part II — User Guide » Examples » Transaction workload","id":"25","title":"Transaction workload"},"26":{"body":"Stress both transaction and DA paths simultaneously. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_mixed_workload() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(3, 2) .wallets(20) .transactions() .rate(10) .users(10) .apply() .da() .channel_rate(2) .blob_rate(1) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(120)) .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: End-to-end validation that transaction and DA layers work together.","breadcrumbs":"Part II — User Guide » Examples » DA + transaction workload","id":"26","title":"DA + transaction workload"},"27":{"body":"Verify consensus survives node restarts. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_chaos_resilience() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(4, 1) .enable_node_control() .wallets(10) .transactions() .rate(5) .users(5) .apply() .chaos() .restart() .min_delay(Duration::from_secs(15)) .max_delay(Duration::from_secs(25)) .target_cooldown(Duration::from_secs(45)) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(90)) .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Resilience validation and operational readiness testing.","breadcrumbs":"Part II — User Guide » Examples » Chaos resilience test","id":"27","title":"Chaos resilience test"},"28":{"body":"Realistic advanced scenarios for capacity testing, operational validation, and\\nresilience probing.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Advanced Examples","id":"28","title":"Advanced Examples"},"29":{"body":"Find the breaking point by gradually increasing transaction rate. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_capacity_limit() -> Result<(), Box<dyn std::error::Error>> { for rate in [10, 20, 50, 100] { let mut plan = ScenarioBuilder::with_node_counts(3, 2) .wallets(50) .transactions() .rate(rate) .users(20) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; match runner.run(&mut plan).await { Ok(_) => println!(\\"✓ Handled {rate} tx/block\\"), Err(e) => { println!(\\"✗ Failed at {rate} tx/block: {e}\\"); break; } } } Ok(())\\n} } When to use: Capacity planning, finding performance limits, validating\\nhardware requirements.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Load progression test","id":"29","title":"Load progression test"},"3":{"body":"The Nomos Testing Framework is a purpose-built toolkit for exercising Nomos in\\nrealistic, multi-node environments. It solves the gap between small, isolated\\ntests and full-system validation by letting teams describe a cluster layout,\\ndrive meaningful traffic, and assert the outcomes in one coherent plan. It is for protocol engineers, infrastructure operators, and QA teams who need\\nrepeatable confidence that validators, executors, and data-availability\\ncomponents work together under network and timing constraints. Multi-node integration testing is required because many Nomos behaviors—block\\nprogress, data availability, liveness under churn—only emerge when several\\nroles interact over real networking and time. This framework makes those checks\\ndeclarative, observable, and portable across environments.","breadcrumbs":"Part I — Foundations » Introduction » Introduction","id":"3","title":"Introduction"},"30":{"body":"Run moderate load for extended duration to catch memory leaks or gradual\\ndegradation. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_sustained_load() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(4, 2) .wallets(100) .transactions() .rate(20) .users(30) .apply() .da() .channel_rate(5) .blob_rate(2) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(600)) // 10 minutes .build(); let deployer = ComposeRunner::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Soak testing, memory leak detection, long-term stability\\nvalidation before production.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Sustained load test","id":"30","title":"Sustained load test"},"31":{"body":"Restart validators one at a time (like a rolling upgrade) while maintaining\\nconsensus. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_rolling_restart() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(5, 1) // Need 5 to tolerate 1 down .enable_node_control() .wallets(20) .transactions() .rate(10) .users(10) .apply() .chaos() .restart() .min_delay(Duration::from_secs(30)) // Space out restarts .max_delay(Duration::from_secs(40)) .target_cooldown(Duration::from_secs(120)) // Long cooldown = one at a time .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(300)) .build(); let deployer = ComposeRunner::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Validating rolling upgrade procedures, verifying graceful\\nhandoff during restarts.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Rolling restart test","id":"31","title":"Rolling restart test"},"32":{"body":"Frequent restarts with shorter cooldown to stress recovery paths. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_aggressive_chaos() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(7, 1) // Need more nodes for aggressive chaos .enable_node_control() .wallets(20) .transactions() .rate(5) .users(10) .apply() .chaos() .restart() .min_delay(Duration::from_secs(5)) // Very short delays .max_delay(Duration::from_secs(10)) .target_cooldown(Duration::from_secs(20)) // Nodes can restart multiple times .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(120)) .build(); let deployer = ComposeRunner::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Stress testing recovery mechanisms, finding edge cases in restart\\nhandling. Requires more validators (7) to tolerate multiple simultaneous restarts.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Aggressive chaos test","id":"32","title":"Aggressive chaos test"},"33":{"body":"Restart multiple validators simultaneously (simulating network partition), verify\\nrecovery. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_partition_recovery() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(7, 1) // Need 7 to tolerate 2-3 down .enable_node_control() .wallets(20) .transactions() .rate(5) .users(10) .apply() .chaos() .restart() .min_delay(Duration::from_secs(10)) // Short delays = multiple nodes restart close together .max_delay(Duration::from_secs(15)) .target_cooldown(Duration::from_secs(60)) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(120)) .build(); let deployer = ComposeRunner::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } When to use: Testing recovery from network partitions, validating Byzantine\\nfault tolerance limits (with 7 validators, can tolerate 2 Byzantine = up to 2-3\\nsimultaneous restarts).","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Partition recovery test","id":"33","title":"Partition recovery test"},"34":{"body":"","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Extension Ideas","id":"34","title":"Extension Ideas"},"35":{"body":"Verify block production stays within expected timing bounds by collecting block\\ntimestamps from the block feed, calculating intervals, and asserting they stay\\nwithin tolerance of the configured slot duration. Why useful: Catches timing degradation that liveness checks miss (blocks\\nprogress, but too slowly).","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Custom Expectation: Block Timing Consistency","id":"35","title":"Custom Expectation: Block Timing Consistency"},"36":{"body":"A workload that specifically targets and restarts executors (not random nodes),\\nthen verifies transaction submission continued through a different executor. Why useful: True executor failover testing. Current chaos workload restarts\\nrandom nodes, so you can’t verify “executor A died, executor B took over.” Would\\nrequire custom node control logic to identify and target specific executors.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Custom Workload: Targeted Executor Restart","id":"36","title":"Custom Workload: Targeted Executor Restart"},"37":{"body":"A deployer that generates configs, validates them against schema, checks for\\nconflicts (duplicate ports, invalid DA params), but never starts processes. Why useful: Fast config validation in CI before actual deployment.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Custom Deployer: Config Validator","id":"37","title":"Custom Deployer: Config Validator"},"38":{"body":"Running a scenario follows the same conceptual flow regardless of environment: Select or author a scenario plan that pairs a topology with workloads,\\nexpectations, and a suitable run window. Choose a runner aligned with your environment (local, compose, or k8s) and\\nensure its prerequisites are available. Deploy the plan through the runner; wait for readiness signals before\\nstarting workloads. Let workloads drive activity for the planned duration; keep observability\\nsignals visible so you can correlate outcomes. Evaluate expectations and capture results as the primary pass/fail signal. Use the same plan across different runners to compare behavior between local\\ndevelopment and CI or cluster settings. For environment prerequisites and\\nflags, see Operations.","breadcrumbs":"Part II — User Guide » Running Scenarios » Running Scenarios","id":"38","title":"Running Scenarios"},"39":{"body":"Runners turn a scenario plan into a live environment while keeping the plan\\nunchanged. Choose based on feedback speed, reproducibility, and fidelity. For\\nenvironment and operational considerations, see Operations:","breadcrumbs":"Part II — User Guide » Runners » Runners","id":"39","title":"Runners"},"4":{"body":"The framework follows a clear flow: Topology → Scenario → Deploy → Run → Verify. Topology describes the cluster: how many nodes, their roles, and the high-level network and data-availability parameters they should follow. Scenario combines that topology with the activities to run and the checks to perform, forming a single plan. Deployer provisions infrastructure on the chosen backend (local processes, Docker Compose, or Kubernetes), waits for readiness, and returns a Runner. Runner orchestrates execution: starts workloads, observes signals, evaluates expectations, and cleans up. Workloads generate traffic and conditions that exercise the system. Expectations observe the run and judge success or failure once activity completes. flowchart LR A(Topology<br/>shape cluster) --> B(Scenario<br/>plan) B --> C(Deployer<br/>provision infrastructure) C --> D(Runner<br/>orchestrate execution) D --> E(Workloads<br/>drive traffic) E --> F(Expectations<br/>verify outcomes) Each layer has a narrow responsibility so that cluster shape, deployment choice,\\ntraffic generation, and health checks can evolve independently while fitting\\ntogether predictably.","breadcrumbs":"Part I — Foundations » Architecture Overview » Architecture Overview","id":"4","title":"Architecture Overview"},"40":{"body":"Launches node processes directly on the host. Fastest feedback loop and minimal orchestration overhead. Best for development-time iteration and debugging.","breadcrumbs":"Part II — User Guide » Runners » Local runner","id":"40","title":"Local runner"},"41":{"body":"Starts nodes in containers to provide a reproducible multi-node stack on a\\nsingle machine. Discovers service ports and wires observability for convenient inspection. Good balance between fidelity and ease of setup.","breadcrumbs":"Part II — User Guide » Runners » Docker Compose runner","id":"41","title":"Docker Compose runner"},"42":{"body":"Deploys nodes onto a cluster for higher-fidelity, longer-running scenarios. Suits CI or shared environments where cluster behavior and scheduling matter.","breadcrumbs":"Part II — User Guide » Runners » Kubernetes runner","id":"42","title":"Kubernetes runner"},"43":{"body":"All runners require at least one validator and, for transaction scenarios,\\naccess to seeded wallets. Readiness probes gate workload start so traffic begins only after nodes are\\nreachable. Environment flags can relax timeouts or increase tracing when diagnostics are\\nneeded. flowchart TD Plan[Scenario Plan] --> RunSel{Runner<br/>(local | compose | k8s)} RunSel --> Provision[Provision & readiness] Provision --> Runtime[Runtime + observability] Runtime --> Exec[Workloads & Expectations execute]","breadcrumbs":"Part II — User Guide » Runners » Common expectations","id":"43","title":"Common expectations"},"44":{"body":"Operational readiness focuses on prerequisites, environment fit, and clear\\nsignals: Prerequisites: keep a sibling nomos-node checkout available; ensure the\\nchosen runner’s platform needs are met (local binaries for host runs, Docker\\nfor compose, cluster access for k8s). Artifacts: some scenarios depend on prover or circuit assets; fetch them\\nahead of time with the provided helper scripts when needed. Environment flags: use slow-environment toggles to relax timeouts, enable\\ntracing when debugging, and adjust observability ports to avoid clashes. Readiness checks: verify runners report node readiness before starting\\nworkloads; this avoids false negatives from starting too early. Failure triage: map failures to missing prerequisites (wallet seeding,\\nnode control availability), runner platform issues, or unmet expectations.\\nStart with liveness signals, then dive into workload-specific assertions. Treat operational hygiene—assets present, prerequisites satisfied, observability\\nreachable—as the first step to reliable scenario outcomes. flowchart TD Expose[Runner exposes endpoints/ports] --> Collect[Runtime collects block/health signals] Collect --> Consume[Expectations consume signals<br/>decide pass/fail] Consume --> Inspect[Operators inspect logs/metrics<br/>when failures arise]","breadcrumbs":"Part II — User Guide » Operations » Operations","id":"44","title":"Operations"},"45":{"body":"Deep dives for contributors who extend the framework, evolve its abstractions,\\nor maintain the crate set.","breadcrumbs":"Part III — Developer Reference » Part III — Developer Reference","id":"45","title":"Part III — Developer Reference"},"46":{"body":"The scenario model defines clear, composable responsibilities: Topology: a declarative description of the cluster—how many nodes, their\\nroles, and the broad network and data-availability characteristics. It\\nrepresents the intended shape of the system under test. Scenario: a plan combining topology, workloads, expectations, and a run\\nwindow. Building a scenario validates prerequisites (like seeded wallets) and\\nensures the run lasts long enough to observe meaningful block progression. Workloads: asynchronous tasks that generate traffic or conditions. They\\nuse shared context to interact with the deployed cluster and may bundle\\ndefault expectations. Expectations: post-run assertions. They can capture baselines before\\nworkloads start and evaluate success once activity stops. Runtime: coordinates workloads and expectations for the configured\\nduration, enforces cooldowns when control actions occur, and ensures cleanup\\nso runs do not leak resources. Developers extending the model should keep these boundaries strict: topology\\ndescribes, scenarios assemble, runners deploy, workloads drive, and expectations\\njudge outcomes. For guidance on adding new capabilities, see Extending the Framework.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Scenario Model (Developer Level)","id":"46","title":"Scenario Model (Developer Level)"},"47":{"body":"","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Extending the Framework","id":"47","title":"Extending the Framework"},"48":{"body":"Implement testing_framework_core::scenario::Workload: Provide a name and any bundled expectations. In init, derive inputs from GeneratedTopology and RunMetrics; fail\\nfast if prerequisites are missing (e.g., wallet data, node addresses). In start, drive async traffic using the RunContext clients. Expose the workload from a module under testing-framework/workflows and\\nconsider adding a DSL helper for ergonomic wiring.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding a workload","id":"48","title":"Adding a workload"},"49":{"body":"Implement testing_framework_core::scenario::Expectation: Use start_capture to snapshot baseline metrics. Use evaluate to assert outcomes after workloads finish; return all errors\\nso the runner can aggregate them. Export it from testing-framework/workflows if it is reusable.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding an expectation","id":"49","title":"Adding an expectation"},"5":{"body":"This framework embodies specific principles that shape how you author and run\\nscenarios. Understanding these principles helps you write effective tests and\\ninterpret results correctly.","breadcrumbs":"Part I — Foundations » Testing Philosophy » Testing Philosophy","id":"5","title":"Testing Philosophy"},"50":{"body":"Implement testing_framework_core::scenario::Deployer for your backend. Produce a RunContext with NodeClients, metrics endpoints, and optional NodeControlHandle. Guard cleanup with CleanupGuard to reclaim resources even on failures. Mirror the readiness and block-feed probes used by the existing runners so\\nworkloads can rely on consistent signals.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding a runner","id":"50","title":"Adding a runner"},"51":{"body":"Extend testing_framework_core::topology::TopologyBuilder with new layouts or\\nconfiguration presets (e.g., specialized DA parameters). Keep defaults safe:\\nensure at least one participant and clamp dispersal factors as the current\\nhelpers do.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding topology helpers","id":"51","title":"Adding topology helpers"},"52":{"body":"A minimal, end-to-end illustration of adding a custom workload and matching\\nexpectation. This shows the shape of the traits and where to plug into the\\nframework; expand the logic to fit your real test.","breadcrumbs":"Part III — Developer Reference » Example: New Workload & Expectation (Rust) » Example: New Workload & Expectation (Rust)","id":"52","title":"Example: New Workload & Expectation (Rust)"},"53":{"body":"Key ideas: name: identifies the workload in logs. expectations: workloads can bundle defaults so callers don’t forget checks. init: derive inputs from the generated topology (e.g., pick a target node). start: drive async activity using the shared RunContext. #![allow(unused)] fn main() {\\nuse std::sync::Arc;\\nuse async_trait::async_trait;\\nuse testing_framework_core::scenario::{ DynError, Expectation, RunContext, RunMetrics, Workload,\\n};\\nuse testing_framework_core::topology::GeneratedTopology; pub struct ReachabilityWorkload { target_idx: usize, bundled: Vec<Box<dyn Expectation>>,\\n} impl ReachabilityWorkload { pub fn new(target_idx: usize) -> Self { Self { target_idx, bundled: vec![Box::new(ReachabilityExpectation::new(target_idx))], } }\\n} #[async_trait]\\nimpl Workload for ReachabilityWorkload { fn name(&self) -> &\'static str { \\"reachability_workload\\" } fn expectations(&self) -> Vec<Box<dyn Expectation>> { self.bundled.clone() } fn init( &mut self, topology: &GeneratedTopology, _metrics: &RunMetrics, ) -> Result<(), DynError> { if topology.validators().get(self.target_idx).is_none() { return Err(\\"no validator at requested index\\".into()); } Ok(()) } async fn start(&self, ctx: &RunContext) -> Result<(), DynError> { let client = ctx .clients() .validators() .get(self.target_idx) .ok_or(\\"missing target client\\")?; // Pseudo-action: issue a lightweight RPC to prove reachability. client.health_check().await.map_err(|e| e.into()) }\\n} }","breadcrumbs":"Part III — Developer Reference » Example: New Workload & Expectation (Rust) » Workload: simple reachability probe","id":"53","title":"Workload: simple reachability probe"},"54":{"body":"Key ideas: start_capture: snapshot baseline if needed (not used here). evaluate: assert the condition after workloads finish. #![allow(unused)] fn main() {\\nuse async_trait::async_trait;\\nuse testing_framework_core::scenario::{DynError, Expectation, RunContext}; pub struct ReachabilityExpectation { target_idx: usize,\\n} impl ReachabilityExpectation { pub fn new(target_idx: usize) -> Self { Self { target_idx } }\\n} #[async_trait]\\nimpl Expectation for ReachabilityExpectation { fn name(&self) -> &str { \\"target_reachable\\" } async fn evaluate(&mut self, ctx: &RunContext) -> Result<(), DynError> { let client = ctx .clients() .validators() .get(self.target_idx) .ok_or(\\"missing target client\\")?; client.health_check().await.map_err(|e| { format!(\\"target became unreachable during run: {e}\\").into() }) }\\n} }","breadcrumbs":"Part III — Developer Reference » Example: New Workload & Expectation (Rust) » Expectation: confirm the target stayed reachable","id":"54","title":"Expectation: confirm the target stayed reachable"},"55":{"body":"Build your scenario as usual and call .with_workload(ReachabilityWorkload::new(0)). The bundled expectation is attached automatically; you can add more with .with_expectation(...) if needed. Keep the logic minimal and fast for smoke tests; grow it into richer probes\\nfor deeper scenarios.","breadcrumbs":"Part III — Developer Reference » Example: New Workload & Expectation (Rust) » How to wire it","id":"55","title":"How to wire it"},"56":{"body":"High-level roles of the crates that make up the framework: Configs: prepares reusable configuration primitives for nodes, networking,\\ntracing, data availability, and wallets, shared by all scenarios and runners. Core scenario orchestration: houses the topology and scenario model,\\nruntime coordination, node clients, and readiness/health probes. Workflows: packages workloads and expectations into reusable building\\nblocks and offers a fluent DSL to assemble them. Runners: implements deployment backends (local host, Docker Compose,\\nKubernetes) that all consume the same scenario plan. Test workflows: example scenarios and integration checks that exercise the\\nframework end to end and serve as living documentation. Use this map to locate where to add new capabilities: configuration primitives\\nin configs, orchestration changes in core, reusable traffic/assertions in\\nworkflows, environment adapters in runners, and demonstrations in tests.","breadcrumbs":"Part III — Developer Reference » Internal Crate Reference » Internal Crate Reference","id":"56","title":"Internal Crate Reference"},"57":{"body":"Quick-reference material and supporting guidance to keep scenarios discoverable,\\ndebuggable, and consistent.","breadcrumbs":"Part IV — Appendix » Part IV — Appendix","id":"57","title":"Part IV — Appendix"},"58":{"body":"The framework offers a fluent builder style to keep scenarios readable. Common\\nknobs: Topology shaping: set validator and executor counts, pick a network layout\\nstyle, and adjust high-level data-availability traits. Wallet seeding: define how many users participate and the total funds\\navailable for transaction workloads. Workload tuning: configure transaction rates, data-availability channel\\nand blob rates, and whether chaos restarts should include validators,\\nexecutors, or both. Expectations: attach liveness and workload-specific checks so success is\\nexplicit. Run window: set a minimum duration long enough for multiple blocks to be\\nobserved and verified. Use these knobs to express intent clearly, keeping scenario definitions concise\\nand consistent across teams.","breadcrumbs":"Part IV — Appendix » DSL Cheat Sheet » Core Content: DSL Cheat Sheet","id":"58","title":"Core Content: DSL Cheat Sheet"},"59":{"body":"Common symptoms and likely causes: No or slow block progression: runner started workloads before readiness, insufficient run window, or environment too slow—extend duration or enable slow-environment tuning. Transactions not included: missing or insufficient wallet seeding, misaligned transaction rate with block cadence, or network instability—reduce rate and verify wallet setup. Chaos stalls the run: node control not available for the chosen runner or restart cadence too aggressive—enable control capability and widen restart intervals. Observability gaps: metrics or logs unreachable because ports clash or services are not exposed—adjust observability ports and confirm runner wiring. Flaky behavior across runs: mixing chaos with functional smoke tests or inconsistent topology between environments—separate deterministic and chaos scenarios and standardize topology presets.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Troubleshooting Scenarios","id":"59","title":"Troubleshooting Scenarios"},"6":{"body":"Describe what you want to test, not how to orchestrate it: #![allow(unused)] fn main() {\\n// Good: declarative\\nScenarioBuilder::with_node_counts(2, 1) .wallets(10) .transactions().rate(5).users(5).apply() .expect_consensus_liveness() .build(); // Bad: imperative (framework doesn\'t work this way)\\n// spawn_validator(); spawn_executor(); // loop { submit_tx(); check_block(); } } Why it matters: The framework handles deployment, readiness, and cleanup.\\nYou focus on test intent, not infrastructure orchestration.","breadcrumbs":"Part I — Foundations » Testing Philosophy » Declarative over Imperative","id":"6","title":"Declarative over Imperative"},"60":{"body":"Why block-oriented timing? Using block cadence reduces dependence on host speed and keeps assertions aligned\\nwith protocol behavior. Can I reuse the same scenario across runners? Yes. The plan stays the same; swap runners (local, compose, k8s) to target\\ndifferent environments. When should I enable chaos workloads? Only when testing resilience or operational recovery; keep functional smoke\\ntests deterministic. How long should runs be? Long enough for multiple blocks so liveness and inclusion checks are\\nmeaningful; very short runs risk false confidence. Do I always need seeded wallets? Only for transaction scenarios. Data-availability or pure chaos scenarios may\\nnot require them, but liveness checks still need validators producing blocks. What if expectations fail but workloads “look fine”? Trust expectations first—they capture the intended success criteria. Use the\\nobservability signals and runner logs to pinpoint why the system missed the\\ntarget.","breadcrumbs":"Part IV — Appendix » FAQ » FAQ","id":"60","title":"FAQ"},"61":{"body":"Validator: node role responsible for participating in consensus and block\\nproduction. Executor: a validator node with the DA dispersal service enabled. Executors\\ncan submit transactions and disperse blob data to the DA network, in addition\\nto performing all validator functions. DA (Data Availability): subsystem ensuring blobs or channel data are\\npublished and retrievable for validation. Deployer: component that provisions infrastructure (spawns processes,\\ncreates containers, or launches pods), waits for readiness, and returns a\\nRunner. Examples: LocalDeployer, ComposeRunner, K8sRunner. Runner: component returned by deployers that orchestrates scenario\\nexecution—starts workloads, observes signals, evaluates expectations, and\\ntriggers cleanup. Workload: traffic or behavior generator that exercises the system during a\\nscenario run. Expectation: post-run assertion that judges whether the system met the\\nintended success criteria. Topology: declarative description of the cluster shape, roles, and\\nhigh-level parameters for a scenario. Scenario: immutable plan combining topology, workloads, expectations, and\\nrun duration. Blockfeed: stream of block observations used for liveness or inclusion\\nsignals during a run. Control capability: the ability for a runner to start, stop, or restart\\nnodes, used by chaos workloads.","breadcrumbs":"Part IV — Appendix » Glossary » Glossary","id":"61","title":"Glossary"},"7":{"body":"Reason in blocks and consensus intervals, not wall-clock seconds: #![allow(unused)] fn main() {\\n// Good: protocol-oriented thinking\\nlet mut plan = ScenarioBuilder::with_node_counts(2, 1) .wallets(10) .transactions().rate(5).users(5).apply() // 5 tx per block .with_run_duration(Duration::from_secs(60)) // Let framework calculate expected blocks .expect_consensus_liveness() // \\"Did we produce the expected blocks?\\" .build(); // Bad: wall-clock assumptions\\n// \\"I expect at least 30 blocks in 60 seconds\\"\\n// Brittle if readiness or startup takes longer on slow CI } Why it matters: Block production rate is fixed by consensus parameters (e.g.,\\n2-second slot duration), but node startup and readiness vary by environment—fast\\non a laptop, slow on overloaded CI. The framework measures in blocks (protocol\\ntime), not wall-clock seconds, so tests focus on “did consensus work?” rather\\nthan “was the hardware fast enough?”","breadcrumbs":"Part I — Foundations » Testing Philosophy » Protocol Time, Not Wall Time","id":"7","title":"Protocol Time, Not Wall Time"},"8":{"body":"Default scenarios are repeatable: Fixed topology Predictable traffic rates Deterministic checks Chaos is opt-in: #![allow(unused)] fn main() {\\n// Separate: functional test (deterministic)\\nlet mut plan = ScenarioBuilder::with_node_counts(2, 1) .wallets(10) .transactions().rate(5).users(5).apply() .expect_consensus_liveness() .build(); // Separate: chaos test (introduces randomness)\\nlet mut chaos_plan = ScenarioBuilder::with_node_counts(4, 1) .enable_node_control() .wallets(10) .chaos().restart() .min_delay(Duration::from_secs(15)) .max_delay(Duration::from_secs(25)) .target_cooldown(Duration::from_secs(45)) .apply() .transactions().rate(5).users(5).apply() .expect_consensus_liveness() .build(); } Why it matters: Mixing determinism with chaos creates noisy, hard-to-debug\\nfailures. 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