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By the end of this chapter, you’ll understand how a test goes\\nfrom “I want to test X” to “here are the results.”","breadcrumbs":"Part I — Foundations » Architecture Overview » Architecture Overview","id":"10","title":"Architecture Overview"},"100":{"body":"Many workloads include sensible default expectations: #![allow(unused)] fn main() {\\n// This implicitly adds TransactionInclusion expectation\\nScenarioBuilder::with_node_counts(2, 1) .transactions().rate(10).apply() } You can disable bundled expectations if needed: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(2, 1) .transactions() .rate(10) .no_bundled_expectations() // Don\'t add inclusion expectation .apply() } This is useful when you want custom inclusion criteria or when inclusion isn’t\\nrelevant for your test.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Bundled Expectations","id":"100","title":"Pattern: Bundled Expectations"},"101":{"body":"Always set an explicit run duration: #![allow(unused)] fn main() {\\n// Good: explicit duration .with_run_duration(Duration::from_secs(60)) // Bad: relying on defaults\\n// (framework will error during build if duration is missing) } Choose durations based on what you’re testing: Quick smoke tests: 30-60s Workload-driven tests: 60-120s Chaos/resilience: 90-180s Soak tests: 300s+","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Explicit Duration","id":"101","title":"Pattern: Explicit Duration"},"102":{"body":"Only add chaos workloads when explicitly testing resilience: #![allow(unused)] fn main() {\\n// Deterministic test: no chaos\\nScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() .expect_consensus_liveness() // Resilience test: explicit chaos\\nScenarioBuilder::with_node_counts(4, 1) // Extra validator for tolerance .enable_node_control() .wallets(10) .transactions().rate(10).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() } Don’t add chaos “just because”—it makes tests non-deterministic and harder to\\ndebug. Use chaos intentionally when testing recovery logic.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Chaos Opt-In","id":"102","title":"Pattern: Chaos Opt-In"},"103":{"body":"Choose node counts deliberately: #![allow(unused)] fn main() {\\n// Consensus tests: 3+ validators for meaningful coordination\\nScenarioBuilder::with_node_counts(3, 0) // Transaction tests: need at least 1 executor\\nScenarioBuilder::with_node_counts(2, 1) // Chaos tests: N+1 validators to tolerate 1 down\\nScenarioBuilder::with_node_counts(4, 1) // Production-like: many nodes\\nScenarioBuilder::with_node_counts(10, 5) } More nodes = more realistic but slower and more resource-intensive. Find the\\nminimum that tests what you need.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Node Count Rationale","id":"103","title":"Pattern: Node Count Rationale"},"104":{"body":"Tune workload rates based on node count and hardware: #![allow(unused)] fn main() {\\n// Light load: good for smoke tests .transactions().rate(5).apply() // Moderate load: exercises mempool and block packing .transactions().rate(20).apply() // Heavy load: stress testing .transactions().rate(100).apply() } Start with low rates and increase until you see interesting behavior\\n(congestion, backpressure, failure modes).","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Rate Tuning","id":"104","title":"Pattern: Rate Tuning"},"105":{"body":"Mix workloads to test realistic scenarios: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(4, 2) .enable_node_control() .wallets(30) // User traffic .transactions().rate(15).users(15).apply() // System traffic .da().channel_rate(3).blob_rate(1).apply() // Operational chaos .chaos().restart() .min_delay(Duration::from_secs(25)) .max_delay(Duration::from_secs(35)) .target_cooldown(Duration::from_secs(60)) .apply() // Verify both subsystems stay live .expect_consensus_liveness() .expect_da_liveness() } This exercises multiple subsystems concurrently, revealing interaction bugs\\nthat isolated tests miss.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Combining Workloads","id":"105","title":"Pattern: Combining Workloads"},"106":{"body":"Extract common patterns into helper functions: #![allow(unused)] fn main() {\\nfn base_scenario() -> ScenarioBuilder { ScenarioBuilder::with_node_counts(3, 1) .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60))\\n} #[tokio::test]\\nasync fn test_light_load() -> Result<()> { let plan = base_scenario() .transactions().rate(5).apply() .build(); // ...\\n} #[tokio::test]\\nasync fn test_heavy_load() -> Result<()> { let plan = base_scenario() .transactions().rate(50).apply() .build(); // ...\\n} } This reduces duplication and makes tests consistent.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Reusable Builders","id":"106","title":"Pattern: Reusable Builders"},"107":{"body":"Adjust based on environment: #![allow(unused)] fn main() {\\nlet node_count = if std::env::var(\\"CI\\").is_ok() { 5 // More nodes in CI\\n} else { 3 // Fewer nodes locally\\n}; let plan = ScenarioBuilder::with_node_counts(node_count, 1) .transactions().rate(10).apply() .build(); } Or use builder helpers: #![allow(unused)] fn main() {\\nlet mut plan = ScenarioBuilder::with_node_counts(3, 1) .wallets(10) .transactions().rate(10).users(5).apply() .with_run_duration(Duration::from_secs(60)) .build(); }","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Environment-Specific Configuration","id":"107","title":"Pattern: Environment-Specific Configuration"},"108":{"body":"Use the builder API to document test intent: #![allow(unused)] fn main() {\\n// Clear intent through naming and structure\\nScenarioBuilder::with_node_counts(3, 1) .wallets(10) .transactions() .rate(10) // Moderate load .users(5) // Limited users for determinism .apply() .expect_consensus_liveness() // Must keep making blocks .with_run_duration(Duration::from_secs(60)) // One minute observation .build(); } The builder calls read like documentation—no comments needed for straightforward scenarios.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Documentation Through Code","id":"108","title":"Pattern: Documentation Through Code"},"109":{"body":"Anti-pattern 1: Missing .apply() #![allow(unused)] fn main() {\\n// WRONG: forgot .apply()\\nScenarioBuilder::with_node_counts(3, 1) .transactions() .rate(10) // Missing .apply() here! .expect_consensus_liveness() // Type error } Always close workload builders with .apply(). Anti-pattern 2: Implicit durations #![allow(unused)] fn main() {\\n// WRONG: no duration set\\nScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() .build(); // Build will fail } Always set with_run_duration() explicitly. Anti-pattern 3: Workloads without expectations #![allow(unused)] fn main() {\\n// QUESTIONABLE: what defines success?\\nScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() .with_run_duration(Duration::from_secs(60)) .build(); } Workloads without expectations can still pass the test even if nothing worked.\\nAlways add at least consensus liveness. Anti-pattern 4: Too many concerns #![allow(unused)] fn main() {\\n// BAD: tests too many things\\nScenarioBuilder::with_node_counts(10, 5) .transactions().rate(100).apply() .da_blobs().rate(50).apply() .chaos().restart().apply() .expect_consensus_liveness() .expect_da_liveness() .expect_transaction_inclusion() .with_run_duration(Duration::from_secs(300)) } This test is slow, hard to debug, and unclear about what it’s testing. Break\\ninto smaller focused tests.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Anti-Patterns to Avoid","id":"109","title":"Anti-Patterns to Avoid"},"11":{"body":"When you write a test with this framework, you’re working with five building\\nblocks. Here’s the path your test takes: flowchart LR A[Topology<br/>shape cluster] --> B[Scenario<br/>plan] B --> C[Deployer/Runner<br/>deploy & orchestrate] C --> D[Workloads<br/>drive traffic] D --> E[Expectations<br/>verify outcomes] Let’s explore what each piece does.","breadcrumbs":"Part I — Foundations » Architecture Overview » The Five Core Concepts","id":"11","title":"The Five Core Concepts"},"110":{"body":"When adding custom workloads, create builder extensions: #![allow(unused)] fn main() {\\npub trait MyWorkloadBuilderExt { fn my_workload(self) -> MyWorkloadBuilder;\\n} impl MyWorkloadBuilderExt for ScenarioBuilder { fn my_workload(self) -> MyWorkloadBuilder { MyWorkloadBuilder::new(self) }\\n} // Now you can use it fluently:\\nScenarioBuilder::with_node_counts(3, 1) .my_workload() .custom_param(42) .apply() } See the Extending the Framework chapter for details.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Builder Extensions for Custom Workloads","id":"110","title":"Builder Extensions for Custom Workloads"},"111":{"body":"You now understand the patterns that make scenarios readable and maintainable.\\nThe remaining chapters cover reference material: the Glossary, Troubleshooting,\\nand FAQ.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » What’s Next","id":"111","title":"What’s Next"},"112":{"body":"Shape a topology, pick a runner: choose local for quick iteration, compose for reproducible multi-node stacks with observability, or k8s for cluster-grade validation. Compose workloads deliberately: pair transactions and data-availability traffic for end-to-end coverage; add chaos only when assessing recovery and resilience. Align expectations with goals: use liveness-style checks to confirm the system keeps up with planned activity, and add workload-specific assertions for inclusion or availability. Reuse plans across environments: keep the scenario constant while swapping runners to compare behavior between developer machines and CI clusters. Iterate with clear signals: treat expectation outcomes as the primary pass/fail indicator, and adjust topology or workloads based on what those signals reveal.","breadcrumbs":"Part II — User Guide » Usage Patterns » Usage Patterns","id":"112","title":"Usage Patterns"},"113":{"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":"113","title":"Best Practices"},"114":{"body":"This chapter collects complete, runnable scenarios that demonstrate common\\ntesting patterns. You can copy these examples, adjust parameters, and adapt\\nthem to your needs. Each example shows what it tests, why you’d use it, and how to tweak it for\\ndifferent environments.","breadcrumbs":"Part II — User Guide » Examples » Examples","id":"114","title":"Examples"},"115":{"body":"What it tests: Basic consensus works with minimal nodes. When to use it: Quick sanity checks during development, or as a starting\\npoint for more complex tests. #![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 minimal_consensus() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(2, 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} } Tweaking parameters: Increase node count to (3, 0) or (4, 0) to test larger validator sets Increase duration to 60 seconds if you want more block samples Change to ComposeRunner for isolated Docker environment","breadcrumbs":"Part II — User Guide » Examples » Example 1: Minimal Consensus Smoke Test","id":"115","title":"Example 1: Minimal Consensus Smoke Test"},"116":{"body":"What it tests: Transactions submitted by executors get included in blocks\\nproduced by validators. When to use it: Testing transaction processing, validating mempool behavior,\\nor establishing baseline inclusion rates. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn transaction_inclusion() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(2, 1) // 2 validators, 1 executor .wallets(10) .transactions() .rate(5) // 5 transactions per block .users(5) // Use 5 wallet users .apply() .expect_consensus_liveness() // Blocks keep coming .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} } Tweaking parameters: Increase .rate(5) to 10 or 20 to submit more transactions per block Add more executors (2, 2) to test multiple transaction sources Increase validators (4, 2) to test transaction propagation across larger\\nnetworks Increase .users() to test more wallet actors The transaction workload automatically adds an inclusion expectation","breadcrumbs":"Part II — User Guide » Examples » Example 2: Transaction Workload","id":"116","title":"Example 2: Transaction Workload"},"117":{"body":"What it tests: Executors can disperse DA blobs and validators can sample\\nthem successfully. When to use it: Testing DA subsystem in isolation, validating dispersal and\\nsampling logic. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn da_blob_dispersal() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(3, 2) // Need executors for dispersal .da() .channel_rate(2) // 2 channels per block .blob_rate(1) // 1 blob per channel .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} } Tweaking parameters: Increase .channel_rate(2) to 5 to test more concurrent channels Increase .blob_rate(1) to 2 for more blobs per channel Note: blob sizes are randomized internally (1-8 chunks of 31 bytes each) Adjust topology DA settings if you want specific subnetwork/dispersal\\nconfigurations","breadcrumbs":"Part II — User Guide » Examples » Example 3: DA Blob Dispersal","id":"117","title":"Example 3: DA Blob Dispersal"},"118":{"body":"What it tests: System handles both transaction and DA traffic concurrently. When to use it: End-to-end validation that both subsystems work together,\\nrealistic load testing. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn mixed_traffic() -> 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} } Tweaking parameters: Balance transaction and DA rates based on what you’re testing Add more nodes if you want to test larger network coordination Increase duration to 180 seconds for longer observation windows","breadcrumbs":"Part II — User Guide » Examples » Example 4: Combined Transaction and DA Traffic","id":"118","title":"Example 4: Combined Transaction and DA Traffic"},"119":{"body":"What it tests: Consensus remains live when nodes restart unexpectedly. When to use it: Resilience testing, validating recovery logic, operational\\nreadiness. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn consensus_survives_restarts() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(4, 1) // 4 validators tolerate 1 down .enable_node_control() // Required for chaos .wallets(10) .transactions() .rate(5) .users(5) .apply() .chaos() .restart() // Random restarts .min_delay(Duration::from_secs(15)) .max_delay(Duration::from_secs(25)) .target_cooldown(Duration::from_secs(45)) .apply() .expect_consensus_liveness() // Still makes progress .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} } Tweaking parameters: Increase node count to (5, 1) or (7, 2) to test larger Byzantine\\ntolerance Decrease min_delay and max_delay for more aggressive chaos Increase target_cooldown to give nodes more recovery time Add DA workload to test both subsystems under churn Important: The chaos workload requires at least 3-4 validators to ensure\\nconsensus can tolerate one node being down. Must call .enable_node_control()\\nbefore .chaos().","breadcrumbs":"Part II — User Guide » Examples » Example 5: Chaos Restarts","id":"119","title":"Example 5: Chaos Restarts"},"12":{"body":"A topology is your description of the test cluster. It answers questions like: How many validators do I need? How many executors? What network layout? (star, mesh, custom) What DA parameters? (subnetwork size, dispersal factor) Think of topology as declaring the “hardware” for your test. You’re not\\nlaunching actual nodes yet—you’re just saying what you want. Here’s an example: #![allow(unused)] fn main() {\\nTopologyBuilder::with_node_counts(3, 2) // 3 validators, 2 executors } The framework fills in sensible defaults for everything else (network config,\\nDA settings, slot timing). You can override these when your test needs specific\\nsettings, but defaults work for most scenarios.","breadcrumbs":"Part I — Foundations » Architecture Overview » Topology: Describing Your Cluster","id":"12","title":"Topology: Describing Your Cluster"},"120":{"body":"What it tests: System behavior under heavy sustained load. When to use it: Performance validation, finding resource bottlenecks,\\nstability testing. #![allow(unused)] fn main() {\\nuse nomos_testing_runner_compose::ComposeRunner; #[tokio::test]\\nasync fn heavy_load() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(5, 3) .wallets(100) .transactions() .rate(50) // High transaction rate .users(50) .apply() .da() .channel_rate(5) .blob_rate(2) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(300)) // Long run .build(); let deployer = ComposeRunner::default(); // Use Docker for isolation let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } Tweaking parameters: Adjust rates based on your hardware capabilities Run on ComposeRunner or K8sRunner to avoid impacting local machine Monitor logs and metrics to identify bottlenecks","breadcrumbs":"Part II — User Guide » Examples » Example 6: Stress Test","id":"120","title":"Example 6: Stress Test"},"121":{"body":"What it tests: Specific network configurations or DA parameter combinations. When to use it: Testing topology-specific behaviors, replicating production\\nconfigurations. #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn custom_topology() -> Result<(), Box<dyn std::error::Error>> { let mut plan = ScenarioBuilder::with_node_counts(5, 2) .topology() .network_mesh() // Full connectivity .validators(5) .executors(2) .apply() .wallets(20) .transactions() .rate(10) .users(10) .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} } Tweaking parameters: Change .network_mesh() to .network_star() to test hub-and-spoke connectivity The topology builder has additional methods for DA parameters and timing\\nconfiguration if needed","breadcrumbs":"Part II — User Guide » Examples » Example 7: Custom Topology","id":"121","title":"Example 7: Custom Topology"},"122":{"body":"All these examples use LocalDeployer by default for fast iteration. To run in\\nother environments, just swap the deployer: #![allow(unused)] fn main() {\\nuse nomos_testing_runner_compose::ComposeRunner;\\nuse nomos_testing_runner_k8s::K8sRunner; // Docker Compose\\nlet deployer = ComposeRunner::default();\\nlet runner = deployer.deploy(&plan).await?; // Kubernetes\\nlet deployer = K8sRunner::default();\\nlet runner = deployer.deploy(&plan).await?; } The scenario stays identical—only the deployment backend changes.","breadcrumbs":"Part II — User Guide » Examples » Running Examples in Different Environments","id":"122","title":"Running Examples in Different Environments"},"123":{"body":"These examples cover the most common testing patterns. For a complete reference\\nof available workloads and their configuration options, see the Workloads\\nchapter. For details on runner-specific setup and configuration, see the\\nRunners chapter.","breadcrumbs":"Part II — User Guide » Examples » What’s Next","id":"123","title":"What’s Next"},"124":{"body":"These illustrative scenarios stretch the framework to show how to build new\\nworkloads, expectations, deployers, and topology tricks. They are intentionally\\n“synthetic” to teach capabilities rather than prescribe production tests.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Advanced & Artificial Examples","id":"124","title":"Advanced & Artificial Examples"},"125":{"body":"Idea: inject fake latency between node interactions using internal timers,\\nnot OS-level tooling. Demonstrates: sequencing control inside a workload, verifying protocol\\nprogression under induced lag, using timers to pace submissions. Shape: wrap submissions in delays that mimic slow peers; ensure the\\nexpectation checks blocks still progress.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Synthetic Delay Workload (Network Latency Simulation)","id":"125","title":"Synthetic Delay Workload (Network Latency Simulation)"},"126":{"body":"Idea: traffic rate changes every block or N seconds (e.g., blocks 1–3 low,\\n4–5 high, 6–7 zero, repeat). Demonstrates: dynamic, stateful workloads that use RunMetrics to time\\nphases; modeling real-world burstiness. Shape: schedule per-phase rates; confirm inclusion/liveness across peaks\\nand troughs.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Oscillating Load Workload (Traffic Waves)","id":"126","title":"Oscillating Load Workload (Traffic Waves)"},"127":{"body":"Idea: a workload that drops half its planned submissions, sometimes\\ndouble-submits, and intentionally triggers expectation failures. Demonstrates: negative testing, resilience checks, and the value of clear\\nexpectations when behavior is adversarial by design. Shape: parameterize drop/double-submit probabilities; pair with an\\nexpectation that documents what “bad” looks like.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Byzantine Behavior Mock","id":"127","title":"Byzantine Behavior Mock"},"128":{"body":"Idea: assert the last few blocks differ and block time stays within a\\ntolerated drift budget. Demonstrates: consuming BlockFeed or time-series metrics to validate\\nprotocol cadence; crafting post-run assertions around block diversity and\\ntiming. Shape: collect recent blocks, confirm no duplicates, and compare observed\\nintervals to a drift threshold.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Custom Expectation: Block Finality Drift","id":"128","title":"Custom Expectation: Block Finality Drift"},"129":{"body":"Idea: a deployer that never starts nodes; it emits configs, simulates\\nreadiness, provides fake blockfeed/metrics. Demonstrates: full power of the deployer interface for CI dry-runs,\\nconfig verification, and ultra-fast feedback without Nomos binaries. Shape: produce logs/artifacts, stub readiness, and feed synthetic blocks\\nso expectations can still run.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Custom Deployer: Dry-Run Deployer","id":"129","title":"Custom Deployer: Dry-Run Deployer"},"13":{"body":"A scenario combines your topology with the activities you want to run (workloads)\\nand the checks you want to perform (expectations). It’s the complete test plan\\nthat answers three questions: What cluster do I need? What should happen during the test? How do I know it succeeded? Here’s a simple scenario: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(2, 1) .transactions().rate(5).apply() // Generate transaction traffic .expect_consensus_liveness() // Check blocks keep coming .with_run_duration(Duration::from_secs(60)) .build(); } Once built, the scenario is immutable. This is important—it means you can use\\nthe same plan with different runners to compare behavior across environments.","breadcrumbs":"Part I — Foundations » Architecture Overview » Scenario: The Complete Test Plan","id":"13","title":"Scenario: The Complete Test Plan"},"130":{"body":"Idea: topology parameters change at runtime (random validators, DA\\nsettings, network shapes). Demonstrates: randomized property testing and fuzzing approaches to\\ntopology building. Shape: pick roles and network layouts randomly per run; keep expectations\\ntolerant to variability while still asserting core liveness.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Stochastic Topology Generator","id":"130","title":"Stochastic Topology Generator"},"131":{"body":"Idea: scenario runs in phases (e.g., phase 1 transactions, phase 2 DA,\\nphase 3 restarts, phase 4 sync check). Demonstrates: multi-stage tests, modular scenario assembly, and deliberate\\nlifecycle control. Shape: drive phase-specific workloads/expectations sequentially; enforce\\nclear boundaries and post-phase checks.","breadcrumbs":"Part II — User Guide » Advanced & Artificial Examples » Multi-Phase Scenario (“Pipelines”)","id":"131","title":"Multi-Phase Scenario (“Pipelines”)"},"132":{"body":"You’ve written a scenario, chosen a runner, and now you want to actually run\\nit. This chapter covers the practical aspects: how to execute tests,\\ninterpret output, debug failures, and collect results.","breadcrumbs":"Part II — User Guide » Running Scenarios » Running Scenarios","id":"132","title":"Running Scenarios"},"133":{"body":"The simplest way to run scenarios is as Rust integration tests: #![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(60)) .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } Run it like any Rust test: cargo test test_consensus_liveness","breadcrumbs":"Part II — User Guide » Running Scenarios » Basic Execution","id":"133","title":"Basic Execution"},"134":{"body":"When you run a scenario: Build and validation happens when you call .build(). If configuration\\nis invalid, you’ll get a panic at build time. Deployment happens when you call deploy(). The deployer starts nodes\\nand waits for them to be ready. If deployment fails, you’ll get an error. Execution happens when you call run(). Workloads run for the configured\\nduration, then expectations evaluate. If expectations fail, run() returns\\na ScenarioError. Cleanup happens automatically when the RunHandle is dropped or when\\nthe test completes. Test success means run() returned Ok. Test failure means either deploy()\\nor run() returned an Err.","breadcrumbs":"Part II — User Guide » Running Scenarios » Understanding Test Output","id":"134","title":"Understanding Test Output"},"135":{"body":"Run all tests in a module: cargo test --test consensus_tests Run tests matching a pattern: cargo test transaction_ This runs all tests with “transaction_” in their name.","breadcrumbs":"Part II — User Guide » Running Scenarios » Running Multiple Tests","id":"135","title":"Running Multiple Tests"},"136":{"body":"By default, Rust runs tests in parallel. With integration tests that spawn\\nmultiple nodes, this can cause resource contention and port conflicts. Limit parallelism: cargo test --test-threads=2 Or run tests serially: cargo test -- --test-threads=1","breadcrumbs":"Part II — User Guide » Running Scenarios » Parallel Execution Concerns","id":"136","title":"Parallel Execution Concerns"},"137":{"body":"","breadcrumbs":"Part II — User Guide » Running Scenarios » Interpreting Results","id":"137","title":"Interpreting Results"},"138":{"body":"When all expectations pass, the test completes successfully: test test_consensus_liveness ... ok","breadcrumbs":"Part II — User Guide » Running Scenarios » Success","id":"138","title":"Success"},"139":{"body":"When expectations fail, run() returns a ScenarioError and the test fails.\\nThe error will indicate which expectation failed and why. Check node logs to\\ndiagnose the root cause.","breadcrumbs":"Part II — User Guide » Running Scenarios » Failure","id":"139","title":"Failure"},"14":{"body":"Runners turn your scenario plan into actual running nodes. This is where the\\nframework’s portability comes in. The same scenario plan can deploy to: Local processes on your laptop (LocalRunner) Docker containers on your machine (ComposeRunner) Kubernetes pods in a cluster (K8sRunner) You choose the runner based on your environment, but the scenario stays the\\nsame: #![allow(unused)] fn main() {\\n// Same plan, different deployment\\nlet runner = LocalDeployer::new().deploy(&plan).await?;\\n// or\\nlet runner = ComposeRunner::new().deploy(&plan).await?;\\n// or let runner = K8sRunner::new().deploy(&plan).await?; } The runner handles deployment, waits for nodes to be ready, provides API\\nclients to workloads, and cleans up when the test finishes.","breadcrumbs":"Part I — Foundations » Architecture Overview » Runner: Making Plans Reality","id":"14","title":"Runner: Making Plans Reality"},"140":{"body":"If the test panics during build or deployment, it indicates a configuration\\nproblem or missing prerequisite (e.g., binaries not built, Docker not running).","breadcrumbs":"Part II — User Guide » Running Scenarios » Panics","id":"140","title":"Panics"},"141":{"body":"LocalDeployer: Logs are in temporary directories under /tmp/nomos-test-<uuid>/.\\nEach node has its own directory. By default, these are deleted after tests complete. ComposeRunner: Use docker-compose logs to view container logs. K8sRunner: Use kubectl logs to view pod logs. Check node logs when debugging test failures to identify errors or unexpected behavior.","breadcrumbs":"Part II — User Guide » Running Scenarios » Collecting Logs","id":"141","title":"Collecting Logs"},"142":{"body":"When a test fails: Read the error message - it will indicate which expectation failed and why Check node logs - look for panics, errors, or warnings in node output Verify deployment - ensure all nodes started successfully Simplify the scenario - reduce node counts or workload rates to isolate the issue Check resources - ensure sufficient CPU, memory, and disk space","breadcrumbs":"Part II — User Guide » Running Scenarios » Debugging Failed Tests","id":"142","title":"Debugging Failed Tests"},"143":{"body":"For CI environments: Use ComposeRunner for better isolation Limit test parallelism with --test-threads to avoid resource contention Set up artifact collection to capture logs on failure Ensure Docker is available and running","breadcrumbs":"Part II — User Guide » Running Scenarios » Running in CI","id":"143","title":"Running in CI"},"144":{"body":"You now know how to run scenarios and debug failures. The next section, Part III:\\nDeveloper Reference, covers extending the framework with custom workloads,\\nexpectations, and runners.","breadcrumbs":"Part II — User Guide » Running Scenarios » What’s Next","id":"144","title":"What’s Next"},"145":{"body":"Runners are the deployment backends that turn your scenario plan into running\\ninfrastructure. The same scenario works with any runner—you just swap one line\\nof code to change where and how nodes deploy. This chapter explains each runner in detail: how it works, when to use it, and\\nwhat tradeoffs it makes.","breadcrumbs":"Part II — User Guide » Runners » Runners","id":"145","title":"Runners"},"146":{"body":"Every runner implements the same core interface: #![allow(unused)] fn main() {\\n#[async_trait]\\npub trait Deployer { async fn deploy(&self, plan: &Scenario) -> Result<Box<dyn Runner>>;\\n} #[async_trait]\\npub trait Runner { async fn run(&self) -> Result<RunResult>; fn node_control(&self) -> Option<&dyn NodeControlHandle>;\\n} } deploy() takes your scenario plan and provisions nodes. It returns a Runner that can execute the scenario. run() executes the scenario: starts workloads, observes block progression,\\nevaluates expectations, and cleans up. node_control() provides optional access to node lifecycle control\\n(restarting nodes for chaos workloads). This interface is what makes scenarios portable. You write against this\\nabstraction, not specific implementation details.","breadcrumbs":"Part II — User Guide » Runners » Understanding the Runner Interface","id":"146","title":"Understanding the Runner Interface"},"147":{"body":"The local runner spawns node processes directly on your machine. It’s the\\nsimplest and fastest runner.","breadcrumbs":"Part II — User Guide » Runners » LocalDeployer: Fast Iteration","id":"147","title":"LocalDeployer: Fast Iteration"},"148":{"body":"Builds nomos-node and nomos-executor binaries if needed Creates temporary directories for each node’s data Spawns processes with generated configs Polls health endpoints until all nodes are ready Returns a runner that can execute the scenario On cleanup, kills processes and optionally deletes temp directories","breadcrumbs":"Part II — User Guide » Runners » How It Works","id":"148","title":"How It Works"},"149":{"body":"#![allow(unused)] fn main() {\\nuse nomos_testing_core::scenario::Deployer;\\nuse nomos_testing_runner_local::LocalDeployer; let deployer = LocalDeployer::default();\\nlet runner = deployer.deploy(&plan).await?;\\nlet _handle = runner.run(&mut plan).await?; } Logs are written to temporary directories under /tmp/ and are deleted after\\ntests complete by default.","breadcrumbs":"Part II — User Guide » Runners » Usage","id":"149","title":"Usage"},"15":{"body":"Workloads are what actually exercise your cluster during the test. They do\\nthings like: Submit transactions at a configured rate Disperse DA blobs and channels Restart nodes randomly to test resilience Workloads run asynchronously during your scenario’s configured time window. You\\ndon’t manually start and stop them—the framework manages their lifecycle,\\nstarting them when nodes are ready and stopping them when time’s up.","breadcrumbs":"Part I — Foundations » Architecture Overview » Workloads: Generating Traffic","id":"15","title":"Workloads: Generating Traffic"},"150":{"body":"Use LocalDeployer when: You’re developing a new test and want fast iteration You’re debugging a test failure and need easy log access You’re prototyping scenario shapes Resource isolation isn’t critical Don’t use LocalDeployer when: Tests need isolation from each other (processes share host networking) You need reproducible environments (host state can vary) You’re running many tests in parallel (port conflicts, resource contention)","breadcrumbs":"Part II — User Guide » Runners » When to Use","id":"150","title":"When to Use"},"151":{"body":"Pros: Fastest startup (no container overhead) Easy debugging (just attach gdb or check logs directly) Minimal dependencies (just Rust toolchain) Cons: No isolation (tests can interfere with each other) Platform-dependent (behavior varies across hosts) Limited to single machine (can’t scale beyond local resources)","breadcrumbs":"Part II — User Guide » Runners » Pros and Cons","id":"151","title":"Pros and Cons"},"152":{"body":"The Compose runner uses Docker Compose to deploy nodes in containers. This\\nprovides isolation and reproducibility while staying on a single machine.","breadcrumbs":"Part II — User Guide » Runners » ComposeRunner: Reproducible Stacks","id":"152","title":"ComposeRunner: Reproducible Stacks"},"153":{"body":"Generates a docker-compose.yml from your topology Builds or pulls Docker images for nodes Starts a cfgsync service to distribute configs Launches node containers with networking configured Polls health endpoints until all nodes are ready Returns a runner that can execute the scenario On cleanup, stops and removes all containers, networks, and volumes","breadcrumbs":"Part II — User Guide » Runners » How It Works","id":"153","title":"How It Works"},"154":{"body":"#![allow(unused)] fn main() {\\nuse nomos_testing_core::scenario::Deployer;\\nuse nomos_testing_runner_compose::ComposeRunner; let deployer = ComposeRunner::default();\\nlet runner = deployer.deploy(&plan).await?;\\nlet _handle = runner.run(&mut plan).await?; } The runner generates a docker-compose.yml file, starts containers, and manages\\ntheir lifecycle automatically.","breadcrumbs":"Part II — User Guide » Runners » Usage","id":"154","title":"Usage"},"155":{"body":"Use ComposeRunner when: You need test isolation (each run gets fresh containers) You’re running in CI and want reproducibility You want consistent environments across developers You need to test container-specific behaviors Don’t use ComposeRunner when: Docker isn’t available (some CI environments, restricted machines) You need multi-machine deployment (Compose is single-host) Container overhead is too slow for your iteration cycle","breadcrumbs":"Part II — User Guide » Runners » When to Use","id":"155","title":"When to Use"},"156":{"body":"Pros: Isolated environments (no test interference) Reproducible (containers behave consistently) CI-friendly (most CI platforms support Docker) Realistic (production deployments often use containers) Cons: Slower startup (container overhead) Requires Docker daemon More complex logs (need docker-compose logs) Limited to single machine","breadcrumbs":"Part II — User Guide » Runners » Pros and Cons","id":"156","title":"Pros and Cons"},"157":{"body":"The Kubernetes runner deploys nodes to a Kubernetes cluster. This provides the\\nhighest fidelity to production deployments and supports multi-machine scale.","breadcrumbs":"Part II — User Guide » Runners » K8sRunner: Production Fidelity","id":"157","title":"K8sRunner: Production Fidelity"},"158":{"body":"Creates a namespace for the test (if configured) Generates ConfigMaps for each node’s configuration Deploys StatefulSets for validators and executors Creates Services for node discovery and API access Waits for all pods to reach Ready status Returns a runner that can execute the scenario On cleanup, deletes all Kubernetes resources","breadcrumbs":"Part II — User Guide » Runners » How It Works","id":"158","title":"How It Works"},"159":{"body":"#![allow(unused)] fn main() {\\nuse nomos_testing_core::scenario::Deployer;\\nuse nomos_testing_runner_k8s::K8sRunner; let deployer = K8sRunner::default();\\nlet runner = deployer.deploy(&plan).await?;\\nlet _handle = runner.run(&mut plan).await?; } The runner uses Helm charts to deploy nodes to the Kubernetes cluster and manages\\ntheir lifecycle through Kubernetes resources.","breadcrumbs":"Part II — User Guide » Runners » Usage","id":"159","title":"Usage"},"16":{"body":"Expectations are your test assertions, but they work differently than typical\\nassertions. Instead of checking conditions inline, expectations evaluate at the\\nend of your test run. This lets them look at the whole run and aggregate multiple signals: Did blocks progress at the expected rate? Were submitted transactions included? Is DA working correctly? If any expectation fails, you get a detailed report showing exactly what went\\nwrong and which checks failed.","breadcrumbs":"Part I — Foundations » Architecture Overview » Expectations: Judging Success","id":"16","title":"Expectations: Judging Success"},"160":{"body":"Use K8sRunner when: You need production-like deployments You’re validating Kubernetes-specific integration You need multi-machine scale You’re running long-duration tests that need scheduling/orchestration Don’t use K8sRunner when: You don’t have cluster access Fast iteration matters more than fidelity Cluster resource costs are a concern Simple local tests are sufficient","breadcrumbs":"Part II — User Guide » Runners » When to Use","id":"160","title":"When to Use"},"161":{"body":"Pros: Highest production fidelity Scales beyond single machine Real orchestration (scheduling, restarts, health checks) Multi-tenancy (namespaces isolate tests) Cons: Slowest startup (pod scheduling overhead) Requires cluster access and resources More complex debugging (logs scattered across pods) Higher cost (cluster resources)","breadcrumbs":"Part II — User Guide » Runners » Pros and Cons","id":"161","title":"Pros and Cons"},"162":{"body":"Here’s a decision tree: flowchart TD Start{Need isolation?} -->|No| Local[Use LocalDeployer<br/>Fast iteration] Start -->|Yes| Docker{Have Docker?} Docker -->|Yes| Scale{Need multi-machine?} Docker -->|No| K8s[Use K8sRunner<br/>if cluster available] Scale -->|No| Compose[Use ComposeRunner<br/>Reproducible + isolated] Scale -->|Yes| K8s2[Use K8sRunner<br/>Production-like] Quick guide: Development: LocalDeployer CI: ComposeRunner Staging/Production validation: K8sRunner","breadcrumbs":"Part II — User Guide » Runners » Choosing a Runner","id":"162","title":"Choosing a Runner"},"163":{"body":"Not all runners support all features: Feature Local Compose K8s Node control (restarts) ✅ ✅ ✅ Network partitions ❌ 🚧 (future) 🚧 (future) Resource limits ❌ ✅ (Docker) ✅ (K8s) Multi-machine ❌ ❌ ✅ Observability Logs Docker logs K8s logs + metrics","breadcrumbs":"Part II — User Guide » Runners » Runner Capabilities","id":"163","title":"Runner Capabilities"},"164":{"body":"You can run the same test suite with different runners: #![allow(unused)] fn main() {\\n#[tokio::test]\\nasync fn test_consensus_local() -> Result<(), Box<dyn std::error::Error>> { let mut plan = build_consensus_plan(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} #[tokio::test]\\nasync fn test_consensus_compose() -> Result<(), Box<dyn std::error::Error>> { let mut plan = build_consensus_plan(); // Same plan let deployer = ComposeRunner::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} fn build_consensus_plan() -> Scenario { ScenarioBuilder::with_node_counts(3, 0) .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build()\\n} } This validates that behavior is consistent across deployment environments.","breadcrumbs":"Part II — User Guide » Runners » Mixing Runners","id":"164","title":"Mixing Runners"},"165":{"body":"If the provided runners don’t fit your needs, you can implement your own: #![allow(unused)] fn main() {\\npub struct MyCustomRunner { // Your deployment state\\n} #[async_trait]\\nimpl Deployer for MyCustomRunner { async fn deploy(&self, plan: &Scenario) -> Result<Box<dyn Runner>> { // Your deployment logic }\\n} #[async_trait]\\nimpl Runner for MyCustomRunner { async fn run(&self) -> Result<RunResult> { // Your execution logic } fn node_control(&self) -> Option<&dyn NodeControlHandle> { // Optional control capability }\\n} } See the Extending the Framework chapter for details.","breadcrumbs":"Part II — User Guide » Runners » Advanced: Custom Runners","id":"165","title":"Advanced: Custom Runners"},"166":{"body":"You now understand how runners work and when to use each one. The next chapter,\\nRunning Scenarios, covers practical details of actually executing tests,\\ninterpreting results, and handling failures.","breadcrumbs":"Part II — User Guide » Runners » What’s Next","id":"166","title":"What’s Next"},"167":{"body":"Chaos in the framework uses node control to introduce failures and validate\\nrecovery. The built-in restart workload lives in testing_framework_workflows::workloads::chaos::RandomRestartWorkload.","breadcrumbs":"Part II — User Guide » Chaos Testing » Chaos Workloads","id":"167","title":"Chaos Workloads"},"168":{"body":"Requires NodeControlCapability ( enable_node_control() in the scenario\\nbuilder) and a runner that provides a NodeControlHandle. Randomly selects nodes (validators, executors) to restart based on your\\ninclude/exclude flags. Respects min/max delay between restarts and a target cooldown to avoid\\nflapping the same node too frequently. Runs alongside other workloads; expectations should account for the added\\ndisruption. Support varies by runner: node control is not provided by the local runner\\nand is not yet implemented for the k8s runner. Use a runner that advertises NodeControlHandle support (e.g., compose) for chaos workloads.","breadcrumbs":"Part II — User Guide » Chaos Testing » How it works","id":"168","title":"How it works"},"169":{"body":"#![allow(unused)] fn main() {\\nuse std::time::Duration;\\nuse testing_framework_core::scenario::ScenarioBuilder;\\nuse testing_framework_workflows::workloads::chaos::RandomRestartWorkload; let plan = ScenarioBuilder::with_node_counts(2, 1) .enable_node_control() .with_workload( RandomRestartWorkload::new( Duration::from_secs(45), // min delay Duration::from_secs(75), // max delay Duration::from_secs(120), // target cooldown true, // include validators true, // include executors ) ) .expect_consensus_liveness() .with_run_duration(Duration::from_secs(150)) .build();\\n// deploy with a runner that supports node control and run the scenario }","breadcrumbs":"Part II — User Guide » Chaos Testing » Usage","id":"169","title":"Usage"},"17":{"body":"Let’s trace through what happens when you run a test: You build a scenario plan declaring your topology, workloads, and\\nexpectations You hand the plan to a runner (local, compose, or k8s) The runner deploys nodes on your chosen backend The runner waits for readiness—nodes must be online, connected, and\\nresponding to APIs before proceeding The runner starts your workloads, which generate traffic for the\\nconfigured duration The runner collects signals like block progression and metrics during\\nthe run The runner evaluates expectations, checking whether your success criteria\\nwere met The runner cleans up all resources—no leaked processes or containers Each step is isolated by design. The scenario doesn’t know whether nodes are\\nlocal processes or Kubernetes pods. Workloads don’t manage deployment.\\nExpectations don’t spawn nodes. This separation makes the framework predictable\\nand easy to extend.","breadcrumbs":"Part I — Foundations » Architecture Overview » How Everything Works Together","id":"17","title":"How Everything Works Together"},"170":{"body":"Consensus liveness: ensure blocks keep progressing despite restarts. Height convergence: optionally check all nodes converge after the chaos\\nwindow. Any workload-specific inclusion checks if you’re also driving tx/DA traffic.","breadcrumbs":"Part II — User Guide » Chaos Testing » Expectations to pair","id":"170","title":"Expectations to pair"},"171":{"body":"Keep delays/cooldowns realistic; avoid back-to-back restarts that would never\\nhappen in production. Limit chaos scope: toggle validators vs executors based on what you want to\\ntest. Combine with observability: monitor metrics/logs to explain failures.","breadcrumbs":"Part II — User Guide » Chaos Testing » Best practices","id":"171","title":"Best practices"},"172":{"body":"The deployer supplies a RunContext that workloads and expectations share. It\\nprovides: Topology descriptors ( GeneratedTopology) Client handles ( NodeClients / ClusterClient) for HTTP/RPC calls Metrics ( RunMetrics, Metrics) and block feed Optional NodeControlHandle for managing nodes (restart, block/unblock peers)","breadcrumbs":"Part II — User Guide » Node Control API » Node Control & RunContext","id":"172","title":"Node Control & RunContext"},"173":{"body":"Check for control support and use it conditionally: #![allow(unused)] fn main() {\\nuse testing_framework_core::scenario::{Expectation, RunContext, Workload}; struct RestartWorkload; impl Workload for RestartWorkload { fn name(&self) -> &\'static str { \\"restart_workload\\" } async fn start(&self, ctx: &RunContext) -> Result<(), Box<dyn std::error::Error + Send + Sync>> { if let Some(control) = ctx.node_control() { // Restart the first validator (index 0) if supported. control.restart_validator(0).await?; } Ok(()) }\\n} } When chaos workloads need control, require enable_node_control() in the\\nscenario builder and deploy with a runner that supports it.","breadcrumbs":"Part II — User Guide » Node Control API » Accessing node control in workloads/expectations","id":"173","title":"Accessing node control in workloads/expectations"},"174":{"body":"The NodeControlHandle trait currently provides: #![allow(unused)] fn main() {\\npub trait NodeControlHandle: Send + Sync { async fn restart_validator(&self, index: usize) -> Result<(), DynError>; async fn restart_executor(&self, index: usize) -> Result<(), DynError>;\\n} } Future extensions may include peer blocking/unblocking or other control\\noperations. For now, focus on restart-based chaos patterns as shown in the\\nchaos workload examples.","breadcrumbs":"Part II — User Guide » Node Control API » Current API surface","id":"174","title":"Current API surface"},"175":{"body":"Always guard control usage: not all runners expose NodeControlHandle. Treat control as best-effort: failures should surface as test failures, but\\nworkloads should degrade gracefully when control is absent. Combine control actions with expectations (e.g., restart then assert height\\nconvergence) to keep scenarios meaningful.","breadcrumbs":"Part II — User Guide » Node Control API » Considerations","id":"175","title":"Considerations"},"176":{"body":"This page focuses on cluster manipulation: node control, chaos patterns, and\\nwhat the tooling supports today.","breadcrumbs":"Part II — User Guide » Topology & Chaos Patterns » Topology & Chaos Patterns","id":"176","title":"Topology & Chaos Patterns"},"177":{"body":"Supported: restart/peer control via NodeControlHandle (compose runner). Not supported: local runner does not expose node control; k8s runner does\\nnot support it yet.","breadcrumbs":"Part II — User Guide » Topology & Chaos Patterns » Node control availability","id":"177","title":"Node control availability"},"178":{"body":"Restarts: random restarts with minimum delay/cooldown to test recovery. Partitions: block/unblock peers to simulate partial isolation, then assert\\nheight convergence after healing. Validator churn: stop one validator and start another (new key) mid-run to\\ntest membership changes; expect convergence. Load SLOs: push tx/DA rates and assert inclusion/availability budgets\\ninstead of only liveness. API probes: poll HTTP/RPC endpoints during chaos to ensure external\\ncontracts stay healthy (shape + latency).","breadcrumbs":"Part II — User Guide » Topology & Chaos Patterns » Chaos patterns to consider","id":"178","title":"Chaos patterns to consider"},"179":{"body":"Liveness/height convergence after chaos windows. SLO checks: inclusion latency, DA responsiveness, API latency/shape. Recovery checks: ensure nodes that were isolated or restarted catch up to\\ncluster height within a timeout.","breadcrumbs":"Part II — User Guide » Topology & Chaos Patterns » Expectations to pair","id":"179","title":"Expectations to pair"},"18":{"body":"If you’ve written integration tests before, you might expect to manually\\norchestrate everything: spawn processes, wait for startup, generate traffic,\\ncollect results, tear down. That approach works but doesn’t scale—every test\\nreimplements orchestration logic, and failures are hard to debug because test\\nplumbing and actual bugs are tangled together. This framework inverts that model. You declare your intent, and the framework\\nhandles orchestration. This gives you: Portable tests that run the same way everywhere Clear failure signals when expectations point to actual problems No boilerplate for deployment, readiness, or cleanup Composable patterns you can reuse across tests","breadcrumbs":"Part I — Foundations » Architecture Overview » What Makes This Different","id":"18","title":"What Makes This Different"},"180":{"body":"Keep chaos realistic: avoid flapping or patterns you wouldn’t operate in prod. Scope chaos: choose validators vs executors intentionally; don’t restart all\\nnodes at once unless you’re testing full outages. Combine chaos with observability: capture block feed/metrics and API health so\\nfailures are diagnosable.","breadcrumbs":"Part II — User Guide » Topology & Chaos Patterns » Guidance","id":"180","title":"Guidance"},"181":{"body":"This chapter covers the practical side of running scenarios: setting up your\\nenvironment, handling prerequisites, and debugging when things go wrong. Think\\nof it as the operator’s manual for the testing framework.","breadcrumbs":"Part II — User Guide » Operations » Operations","id":"181","title":"Operations"},"182":{"body":"Before running any scenarios, you need a few things in place.","breadcrumbs":"Part II — User Guide » Operations » Prerequisites","id":"182","title":"Prerequisites"},"183":{"body":"The testing framework needs access to nomos-node and nomos-executor binaries. For LocalDeployer, the framework uses binaries from the nomos-node workspace\\ndependencies. Ensure they are built: cd ../nomos-node\\ncargo build --release --bin nomos-node --bin nomos-executor For ComposeRunner and K8sRunner, the framework uses Docker images. Images\\ncan be pulled from a registry or built locally.","breadcrumbs":"Part II — User Guide » Operations » Nomos Node Binaries","id":"183","title":"Nomos Node Binaries"},"184":{"body":"Each runner has different platform requirements: LocalDeployer: Rust toolchain (to build binaries) Sufficient ports available (each node needs several ports) Enough disk space for node data directories (~100MB per node) ComposeRunner: Docker and Docker Compose installed Docker daemon running with sufficient resources Network connectivity for container communication K8sRunner: Kubernetes cluster access ( kubectl configured) Sufficient cluster resources (CPU, memory, storage) Permissions to create StatefulSets, Services, and ConfigMaps","breadcrumbs":"Part II — User Guide » Operations » Runner-Specific Prerequisites","id":"184","title":"Runner-Specific Prerequisites"},"185":{"body":"Some tests (particularly those exercising DA proofs) require circuit and prover\\nartifacts. These are large files (~GB) that shouldn’t be in Git. Fetch them with the provided script: cd nomos-testing\\n./scripts/setup-nomos-circuits.sh This downloads and extracts artifacts to the appropriate location. You only need to do this once, or when circuits change.","breadcrumbs":"Part II — User Guide » Operations » Circuit and Prover Assets","id":"185","title":"Circuit and Prover Assets"},"186":{"body":"The framework automatically waits for all nodes to become ready before starting\\nworkloads. Readiness means nodes are responding to API calls and have connected\\nto their peers. If deployment fails during readiness checks: Verify binaries are built correctly Check that required ports are available Ensure Docker/Kubernetes networking is functional Review node logs for startup errors","breadcrumbs":"Part II — User Guide » Operations » Deployment and Readiness","id":"186","title":"Deployment and Readiness"},"187":{"body":"Node logs are essential for debugging test failures. LocalDeployer: Creates temporary directories for each node under /tmp/. Each\\nnode has its own directory with logs. By default, these are deleted after tests\\ncomplete. ComposeRunner: Logs are accessible via Docker Compose commands: docker-compose logs nomos-validator-0 K8sRunner: Logs are accessible via kubectl: kubectl logs nomos-validator-0 Check node logs when tests fail to identify errors, panics, or unexpected behavior.","breadcrumbs":"Part II — User Guide » Operations » Logs and Debugging","id":"187","title":"Logs and Debugging"},"188":{"body":"When a test fails, the error will indicate which expectation failed. For example,\\nif consensus liveness fails, the error will show expected vs. actual block counts. Steps to debug: Check the expectation error message - it tells you what went wrong Review node logs - look for panics, errors, or warnings Verify deployment succeeded - all nodes should have started successfully Check for resource issues - ensure sufficient CPU, memory, and disk space Simplify the scenario - reduce node counts or workload rates to isolate the problem","breadcrumbs":"Part II — User Guide » Operations » When Tests Fail","id":"188","title":"When Tests Fail"},"189":{"body":"Binaries not found: Ensure nomos-node binaries are built with cargo build --release. Ports in use: Kill processes using the required ports or use a different runner. Docker issues: Ensure Docker daemon is running ( docker ps should work). Kubernetes access: Verify kubectl is configured ( kubectl cluster-info). Resource constraints: Reduce node counts or use more powerful hardware.","breadcrumbs":"Part II — User Guide » Operations » Common Issues","id":"189","title":"Common Issues"},"19":{"body":"Now you understand the high-level architecture. The next chapters in Part I\\nwill deepen this mental model—showing you the testing philosophy behind design\\ndecisions, walking through the scenario lifecycle, and explaining the rationale\\nfor key choices. If you prefer to jump straight to writing code, skip to Part II: User Guide.\\nThe Authoring Scenarios chapter will walk you through\\nbuilding your first test step by step. Otherwise, let’s continue building your foundation with the Testing Philosophy\\nchapter.","breadcrumbs":"Part I — Foundations » Architecture Overview » What’s Next","id":"19","title":"What’s Next"},"190":{"body":"For CI environments, ComposeRunner provides the best isolation and reproducibility. Configure tests to run serially or with limited parallelism to avoid resource contention: cargo test --test-threads=2 Set up artifact collection to capture logs on failure for debugging.","breadcrumbs":"Part II — User Guide » Operations » CI Integration","id":"190","title":"CI Integration"},"191":{"body":"The next chapter covers the different runners in detail: LocalDeployer,\\nComposeRunner, and K8sRunner.","breadcrumbs":"Part II — User Guide » Operations » What’s Next","id":"191","title":"What’s Next"},"192":{"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":"192","title":"Part III — Developer Reference"},"193":{"body":"This chapter explains the conceptual model behind scenarios. If you’re writing\\ntests, you’ve already worked with topologies, workloads, and expectations—now\\nwe’ll dig into why they’re designed this way and how they fit together at a\\ndeeper level. Understanding this model will help you extend the framework confidently and\\ndebug complex scenarios when things go wrong.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » The Scenario Model","id":"193","title":"The Scenario Model"},"194":{"body":"Many testing frameworks blur the lines between what a test needs (cluster\\nshape), how to deploy it (orchestration), and what to check (assertions). This\\nmakes tests brittle—change one detail and you have to rewrite the whole test. This framework splits responsibilities into five concepts that never cross\\nboundaries. Each has a single job: Topology describes what cluster you want Scenario assembles the complete test plan Runner deploys nodes and manages resources Workloads generate traffic and conditions Expectations judge outcomes after the run Let’s look at each concept in depth.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Why Separate Concepts Matter","id":"194","title":"Why Separate Concepts Matter"},"195":{"body":"A topology is a declarative description. It says “I want 3 validators, 2\\nexecutors, connected in a star topology with these DA parameters.” It doesn’t\\nknow how nodes get started, what binary to use, or whether you’re on local or\\nKubernetes. This separation is crucial: the same topology can deploy to any backend. You\\ncan prototype locally, validate in Docker, and run in CI on Kubernetes without\\nchanging a line of topology code. Topologies include validator/executor counts, network layout (star, mesh, or\\ncustom), DA settings (subnetwork size, dispersal factor), and timing parameters\\n(slot duration, epoch length). The framework generates complete node configs\\nfrom these high-level declarations.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Topology: Pure Description","id":"195","title":"Topology: Pure Description"},"196":{"body":"A scenario combines topology with workloads, expectations, and a runtime\\nduration. Once built, it’s immutable—this is intentional. You can pass the same\\nscenario to different runners and get reproducible behavior. Building a scenario does more than assemble pieces. It: Validates prerequisites (does the transaction workload have seeded wallets?) Ensures the run window is long enough for workloads to complete Checks that control operations (like restarts) have proper cooldown buffers Verifies workload compatibility (do workloads require node control?) If your scenario passes the build step, the framework guarantees it’s\\nwell-formed. This prevents runtime surprises like “workload needs wallets but\\ntopology has zero executors.”","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Scenario: The Immutable Plan","id":"196","title":"Scenario: The Immutable Plan"},"197":{"body":"Workloads are asynchronous tasks that drive system behavior. They do things\\nlike submit transactions, disperse DA blobs, or restart nodes at intervals. Here’s what makes workloads different from manually calling APIs: They work with any runner. Workloads receive API clients from the runner\\nbut never care whether nodes are local processes or remote pods. They respect protocol time. Instead of “submit 1000 transactions as fast\\nas possible,” workloads generate traffic at realistic rates keyed to block\\nprogression. They handle readiness automatically. Workloads don’t start until nodes\\nare proven healthy and ready. They can declare expectations. Some workloads (like transactions) bundle\\ndefault expectations. This keeps related logic together—transaction workload\\nincludes the expectation that transactions get included. Workloads run concurrently during the scenario’s configured duration. The\\nframework manages their lifecycle: start when ready, stop when time expires,\\npropagate errors if something fails.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Workloads: Controlled Traffic Generation","id":"197","title":"Workloads: Controlled Traffic Generation"},"198":{"body":"Expectations are how you define success. Unlike assertions that run inline\\nduring a test, expectations evaluate after workloads complete. This design serves two purposes: Expectations can aggregate over the full run. They’re not checking a\\nsingle condition at one moment—they’re judging overall system behavior. Did\\nblocks progress steadily? Were all submitted transactions included? Did DA\\nsampling work throughout the window? Expectations can correlate multiple signals. They have access to runtime\\nmetrics, block feeds, and baselines captured before workloads started. This\\nlets them make nuanced judgments that inline assertions can’t. Expectations implement the Expectation trait with two hooks: capture_baseline() runs after deployment but before workloads start evaluate() runs after workloads finish If any expectation fails, the test fails with a detailed report showing what\\nwent wrong.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Expectations: Post-Run Judgments","id":"198","title":"Expectations: Post-Run Judgments"},"199":{"body":"The runtime is the framework’s engine. It orchestrates the lifecycle: Deploy nodes via the runner Wait for readiness (nodes online, connected, responding to APIs) Capture expectation baselines Start all workloads concurrently Run for the configured duration Stop workloads gracefully Evaluate all expectations Clean up resources The runtime also handles special cases: If a workload does node control (restarts), the runtime enforces cooldown\\nperiods so expectations aren’t confused by intentional downtime If a workload errors, the runtime stops early and surfaces the error If cleanup fails, the runtime logs warnings but doesn’t mask test failures You rarely interact with the runtime directly—it works behind the scenes when\\nyou call runner.run().","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Runtime: The Execution Coordinator","id":"199","title":"Runtime: The Execution Coordinator"},"2":{"body":"Nomos has one type of node that runs in two configurations: validator mode and\\nexecutor mode. They’re fundamentally the same—both participate in Cryptarchia\\nconsensus, produce blocks, verify and sample DA data, and maintain chain state. The only difference is that executors run one additional service: DA blob\\ndispersal. This service lets them submit data to the DA network, which includes\\ndispersing transaction blobs and channel data. So when you see “validator” and “executor” in test topologies, think of them as: Validator: consensus node (all the core services) Executor: consensus node + DA dispersal service In practice, if your test needs to submit transactions or DA blobs, you need\\nexecutors. If you’re only testing consensus liveness, validators alone are\\nsufficient.","breadcrumbs":"Project Context Primer » Validators and Executors: Two Flavors of the Same Node","id":"2","title":"Validators and Executors: Two Flavors of the Same Node"},"20":{"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":"20","title":"Testing Philosophy"},"200":{"body":"These boundaries aren’t arbitrary. They exist to make the framework predictable\\nand extensible: Topology never knows about deployment. This lets the same plan work\\neverywhere. Workloads never spawn nodes. This keeps orchestration centralized. Expectations never generate traffic. This keeps success criteria separate\\nfrom test behavior. Runners never validate plans. This keeps validation in the scenario\\nbuilder where it belongs. When you extend the framework, respect these boundaries. If you’re adding a new\\nworkload, don’t embed deployment logic. If you’re adding a new runner, don’t\\nbypass the readiness protocol. The boundaries are what make the framework\\ncomposable.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » Respecting Boundaries","id":"200","title":"Respecting Boundaries"},"201":{"body":"This model gives you: Portable scenarios that work identically across environments Composable workloads you can mix and match without conflicts Clear failure modes—if expectations fail, you know it’s a real problem,\\nnot test infrastructure Easy extension—add workloads, expectations, or runners without touching\\ncore framework code The next chapter, Scenario Lifecycle, walks through the runtime in detail,\\nshowing exactly what happens from deploy() to cleanup. If you want to extend\\nthe framework instead, jump ahead to Part III: Developer Reference.","breadcrumbs":"Part III — Developer Reference » Scenario Model (Developer Level) » What This Enables","id":"201","title":"What This Enables"},"202":{"body":"The framework is designed to be extended. You can add custom workloads,\\nexpectations, runners, and topology configurations without modifying the core\\nframework code. This chapter shows you how to extend each extension point, explains the design\\nprinciples behind them, and provides complete examples.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Extending the Framework","id":"202","title":"Extending the Framework"},"203":{"body":"The built-in workloads and expectations cover common scenarios, but you’ll\\neventually need something custom: A workload that exercises a specific protocol feature An expectation that validates your project’s unique invariants A runner that deploys to your custom infrastructure Topology configurations for specific test scenarios The framework makes this easy by keeping extension points clean and well-defined.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Why Extend?","id":"203","title":"Why Extend?"},"204":{"body":"Workloads generate traffic and conditions during test runs. Let’s build a\\ncustom workload step by step.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding Custom Workloads","id":"204","title":"Adding Custom Workloads"},"205":{"body":"Every workload implements this trait: #![allow(unused)] fn main() {\\n#[async_trait]\\npub trait Workload: Send + Sync { fn name(&self) -> &str; async fn execute(&self, ctx: &RunContext) -> Result<()>; fn bundled_expectations(&self) -> Vec<Box<dyn Expectation>> { vec![] }\\n} } name() returns a human-readable name for logging and error messages. execute() is where your workload does its work. It receives a RunContext with API clients, block feeds, and metrics. It runs until\\ncancelled (when the scenario duration expires) or until it completes naturally. bundled_expectations() optionally returns expectations that make sense\\nwith this workload. For example, transaction workloads include an inclusion\\nexpectation.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » The Workload Trait","id":"205","title":"The Workload Trait"},"206":{"body":"Let’s build a simple workload that periodically polls node health endpoints: #![allow(unused)] fn main() {\\nuse nomos_testing_core::scenario::{Workload, RunContext};\\nuse async_trait::async_trait;\\nuse anyhow::Result;\\nuse tokio::time::{interval, Duration}; pub struct HealthCheckWorkload { interval_secs: u64,\\n} impl HealthCheckWorkload { pub fn new() -> Self { Self { interval_secs: 10 } } pub fn with_interval(mut self, secs: u64) -> Self { self.interval_secs = secs; self }\\n} #[async_trait]\\nimpl Workload for HealthCheckWorkload { fn name(&self) -> &str { \\"health_check\\" } async fn execute(&self, ctx: &RunContext) -> Result<()> { let mut tick = interval(Duration::from_secs(self.interval_secs)); loop { tick.tick().await; // Check health of all nodes for client in ctx.node_clients() { let info = client.consensus_info().await?; println!(\\"Node {} at block {}\\", client.address(), info.block_height); } } }\\n} } This workload runs in a loop, polling consensus info every interval_secs\\nseconds. It prints progress but could also collect metrics or detect anomalies.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Example: Health Check Workload","id":"206","title":"Example: Health Check Workload"},"207":{"body":"You can use custom workloads directly in scenarios: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(3, 1) .with_workload(Box::new(HealthCheckWorkload::new().with_interval(5))) .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build(); }","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Using the Custom Workload","id":"207","title":"Using the Custom Workload"},"208":{"body":"For better ergonomics, add a builder extension: #![allow(unused)] fn main() {\\npub trait HealthCheckBuilderExt { fn health_checks(self) -> HealthCheckWorkloadBuilder;\\n} impl HealthCheckBuilderExt for ScenarioBuilder { fn health_checks(self) -> HealthCheckWorkloadBuilder { HealthCheckWorkloadBuilder::new(self) }\\n} pub struct HealthCheckWorkloadBuilder { scenario: ScenarioBuilder, interval: u64,\\n} impl HealthCheckWorkloadBuilder { fn new(scenario: ScenarioBuilder) -> Self { Self { scenario, interval: 10, } } pub fn interval(mut self, secs: u64) -> Self { self.interval = secs; self } pub fn apply(self) -> ScenarioBuilder { self.scenario.with_workload(Box::new( HealthCheckWorkload::new().with_interval(self.interval) )) }\\n} } Now you can use it fluently: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(3, 1) .health_checks() .interval(5) .apply() .expect_consensus_liveness() .build(); }","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Builder API Integration","id":"208","title":"Builder API Integration"},"209":{"body":"Respect cancellation. Workloads run until the scenario duration expires. The execute() method receives a cancellation signal when time’s up. Don’t block\\nindefinitely—check cancellation or use timeout-aware futures. Handle errors gracefully. If an API call fails, decide whether to retry or\\nfail the workload. Transient errors (network blips) should retry; persistent\\nerrors (node crashed) should fail fast. Log progress. Print periodic status so operators can see what the workload\\nis doing. This helps debug when tests fail. Don’t assume node count. Your workload might run with 2 nodes or 20. Write\\ncode that adapts to ctx.node_clients().len(). Bundle expectations when appropriate. If your workload has a clear success\\ncriterion, include it as a bundled expectation.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Workload Best Practices","id":"209","title":"Workload Best Practices"},"21":{"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) .transactions().rate(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":"21","title":"Declarative over Imperative"},"210":{"body":"Expectations evaluate after workloads finish and decide whether the test\\npassed. Let’s build one.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding Custom Expectations","id":"210","title":"Adding Custom Expectations"},"211":{"body":"#![allow(unused)] fn main() {\\n#[async_trait]\\npub trait Expectation: Send + Sync { fn name(&self) -> &str; async fn capture_baseline(&self, ctx: &RunContext) -> Result<()> { Ok(()) } async fn evaluate(&self, ctx: &RunContext) -> Result<()>;\\n} } name() returns a human-readable name. capture_baseline() optionally captures a baseline before workloads start.\\nThis lets you compare “before” and “after” state. evaluate() runs after workloads finish. Return Ok(()) if the expectation\\npassed, or an error describing what failed.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » The Expectation Trait","id":"211","title":"The Expectation Trait"},"212":{"body":"Let’s build an expectation that verifies all nodes maintained peer connections\\nthroughout the test: #![allow(unused)] fn main() {\\nuse nomos_testing_core::scenario::{Expectation, RunContext};\\nuse async_trait::async_trait;\\nuse anyhow::{Result, anyhow}; pub struct PeerCountExpectation { min_peers: usize,\\n} impl PeerCountExpectation { pub fn new(min_peers: usize) -> Self { Self { min_peers } }\\n} #[async_trait]\\nimpl Expectation for PeerCountExpectation { fn name(&self) -> &str { \\"peer_count\\" } async fn evaluate(&self, ctx: &RunContext) -> Result<()> { for client in ctx.node_clients() { let info = client.consensus_info().await?; if info.peer_count < self.min_peers { return Err(anyhow!( \\"Node {} has only {} peers (expected ≥{})\\", client.address(), info.peer_count, self.min_peers )); } } Ok(()) }\\n} }","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Example: Peer Count Expectation","id":"212","title":"Example: Peer Count Expectation"},"213":{"body":"#![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(4, 1) .transactions().rate(10).apply() .with_expectation(Box::new(PeerCountExpectation::new(2))) .with_run_duration(Duration::from_secs(60)) .build(); }","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Using Custom Expectations","id":"213","title":"Using Custom Expectations"},"214":{"body":"Be specific about failures. Don’t just return Err(anyhow!(\\"failed\\")).\\nInclude details: which node, what value was observed, what was expected. Aggregate failures. If checking multiple nodes, collect all failures and\\nreport them together rather than stopping at the first one. Use baselines for comparisons. If you need to verify something changed (or\\ndidn’t change), capture baseline in capture_baseline() and compare in evaluate(). Don’t modify state. Expectations are pure observers. They must not generate\\ntraffic or modify the system.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Expectation Best Practices","id":"214","title":"Expectation Best Practices"},"215":{"body":"Runners deploy scenarios to different backends. Let’s build a minimal custom\\nrunner.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding Custom Runners","id":"215","title":"Adding Custom Runners"},"216":{"body":"#![allow(unused)] fn main() {\\n#[async_trait]\\npub trait Deployer<Caps = ()> { type Error; async fn deploy(&self, scenario: &Scenario<Caps>) -> Result<Runner, Self::Error>;\\n} } Deployer::deploy() takes a scenario and provisions infrastructure. It\\nreturns a Runner struct that can execute the scenario. The Runner struct (not a trait) has a run() method that executes workloads,\\nevaluates expectations, and cleans up. Creating custom deployers requires implementing infrastructure provisioning\\nlogic for your target environment. See the existing deployers (LocalDeployer,\\nComposeRunner, K8sRunner) for implementation patterns.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » The Deployer Trait","id":"216","title":"The Deployer Trait"},"217":{"body":"Enforce readiness. Don’t return from deploy() until nodes are actually\\nready to receive traffic. This prevents race conditions. Use cleanup guards. Ensure resources are cleaned up even if run() panics\\nor errors. Provide meaningful errors. If deployment fails, indicate whether it’s a\\nconfig problem, resource exhaustion, or infrastructure issue. Mirror existing observability. Expose metrics and logs similar to existing\\nrunners so workloads and expectations work consistently.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Runner Best Practices","id":"217","title":"Runner Best Practices"},"218":{"body":"You can create helper functions that build common topology configurations: #![allow(unused)] fn main() {\\nfn production_topology() -> ScenarioBuilder { ScenarioBuilder::with_node_counts(10, 5) .topology() .network_mesh() .validators(10) .executors(5) .apply()\\n} } Use these in scenarios: #![allow(unused)] fn main() {\\nlet mut plan = production_topology() .wallets(100) .transactions().rate(50).users(50).apply() .build(); }","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Adding Topology Helper Functions","id":"218","title":"Adding Topology Helper Functions"},"219":{"body":"If your extensions are reusable across tests, consider: Extracting to a crate. Create myproject-testing-extensions and depend\\non testing-framework-core. Contributing upstream. If your extension is generally useful, consider\\ncontributing it to testing-framework/workflows. Documenting examples. Include usage examples in your extension’s docs so\\nothers can learn from them.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » Integrating Extensions","id":"219","title":"Integrating Extensions"},"22":{"body":"Reason in blocks and consensus intervals, not wall-clock seconds: #![allow(unused)] fn main() {\\n// Good: protocol-oriented thinking\\nlet plan = ScenarioBuilder::with_node_counts(2, 1) .transactions().rate(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 exactly 10 blocks in 60 seconds\\"\\n// This breaks on slow CI where blocks might take 7s instead of 6s } Why it matters: Block production timing varies across environments—fast on\\na laptop (5s/block), slow on overloaded CI (8s/block). The framework calculates\\nexpected blocks based on configured slot duration, making assertions\\nenvironment-independent. Assert on “blocks produced relative to the run window”\\nnot “blocks produced per wall-clock second”.","breadcrumbs":"Part I — Foundations » Testing Philosophy » Protocol Time, Not Wall Time","id":"22","title":"Protocol Time, Not Wall Time"},"220":{"body":"You now know how to extend all major framework components. The next chapter,\\nCustom Workload Example, walks through a complete end-to-end example of adding\\na custom workload with bundled expectations and builder integration.","breadcrumbs":"Part III — Developer Reference » Extending the Framework » What’s Next","id":"220","title":"What’s Next"},"221":{"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":"221","title":"Example: New Workload & Expectation (Rust)"},"222":{"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 .node_clients() .validators() .get(self.target_idx) .ok_or(\\"missing target client\\")?; // Pseudo-action: issue a lightweight RPC to prove reachability. client.consensus_info().await.map_err(|e| e.into())?; Ok(()) }\\n} }","breadcrumbs":"Part III — Developer Reference » Example: New Workload & Expectation (Rust) » Workload: simple reachability probe","id":"222","title":"Workload: simple reachability probe"},"223":{"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 .node_clients() .validators() .get(self.target_idx) .ok_or(\\"missing target client\\")?; client.consensus_info().await.map_err(|e| { format!(\\"target became unreachable during run: {e}\\").into() })?; Ok(()) }\\n} }","breadcrumbs":"Part III — Developer Reference » Example: New Workload & Expectation (Rust) » Expectation: confirm the target stayed reachable","id":"223","title":"Expectation: confirm the target stayed reachable"},"224":{"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":"224","title":"How to wire it"},"225":{"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":"225","title":"Internal Crate Reference"},"226":{"body":"Quick-reference material and supporting guidance to keep scenarios discoverable,\\ndebuggable, and consistent.","breadcrumbs":"Part IV — Appendix » Part IV — Appendix","id":"226","title":"Part IV — Appendix"},"227":{"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":"227","title":"Core Content: DSL Cheat Sheet"},"228":{"body":"When tests fail or behave unexpectedly, this chapter will help you diagnose and\\nfix the problem. We’ll walk through common issues organized by symptom, with\\nconcrete diagnostics and solutions.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Troubleshooting","id":"228","title":"Troubleshooting"},"229":{"body":"","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Build and Deployment Issues","id":"229","title":"Build and Deployment Issues"},"23":{"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 plan = ScenarioBuilder::with_node_counts(2, 1) .transactions().rate(5).apply() .expect_consensus_liveness() .build(); // Separate: chaos test (introduces randomness)\\nlet chaos_plan = ScenarioBuilder::with_node_counts(3, 2) .enable_node_control() .chaos().restart().apply() .transactions().rate(5).apply() .expect_consensus_liveness() .build(); } Why it matters: Mixing determinism with chaos creates noisy, hard-to-debug\\nfailures. Separate concerns make failures actionable.","breadcrumbs":"Part I — Foundations » Testing Philosophy » Determinism First, Chaos When Needed","id":"23","title":"Determinism First, Chaos When Needed"},"230":{"body":"What you see: Error: Failed to find nomos-node binary Diagnosis: The framework can’t locate the nomos-node or nomos-executor binaries. Solutions: Build the binaries: cd ../nomos-node\\ncargo build --release --bin nomos-node --bin nomos-executor","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: “Binaries not found” Error","id":"230","title":"Symptom: “Binaries not found” Error"},"231":{"body":"What you see: Error: Address already in use (os error 48)\\nFailed to start node on port 18080 Diagnosis: Another process is using ports the framework needs. Solutions: Kill conflicting processes: # Find what\'s using the port\\nlsof -i :18080\\nkill <PID> Use a different runner: ComposeRunner and K8sRunner use isolated networking and don’t conflict with\\nhost ports.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: “Port already in use”","id":"231","title":"Symptom: “Port already in use”"},"232":{"body":"What you see: Error: Nodes not ready after 60s\\nnomos-validator-2: no peers connected Diagnosis: Nodes aren’t becoming ready within the timeout window. Solutions: Check individual node logs: cat /tmp/nomos-test-<uuid>/node-2/stderr.log Look for errors during startup. Verify network connectivity: For ComposeRunner/K8sRunner, ensure container networking is functional: # Docker\\ndocker network ls\\ndocker-compose ps # Kubernetes\\nkubectl get pods\\nkubectl describe pod nomos-validator-2 Reduce node count: If hardware is limited, use fewer nodes: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(2, 1) // Instead of (5, 3) }","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Readiness Timeout","id":"232","title":"Symptom: Readiness Timeout"},"233":{"body":"","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Runtime Issues","id":"233","title":"Runtime Issues"},"234":{"body":"What you see: Expectation failed: Consensus liveness\\nExpected: at least 30 blocks\\nActual: 0 blocks Diagnosis: Consensus isn’t working—nodes aren’t producing blocks. Solutions: Check if nodes started: Verify in logs that consensus initialized: grep \\"consensus started\\" /tmp/nomos-test-*/node-*/stdout.log Verify genesis configuration: All nodes must have identical genesis. Check logs for genesis mismatches: grep -i \\"genesis\\" /tmp/nomos-test-*/node-*/stderr.log Check peer connectivity: Nodes need peers to reach consensus: grep \\"peer connected\\" /tmp/nomos-test-*/node-*/stdout.log If no peers connected, topology generation may have failed. Increase run duration: Very slow environments might need more time: #![allow(unused)] fn main() {\\n.with_run_duration(Duration::from_secs(120)) // Give it more time }","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: No Block Progression","id":"234","title":"Symptom: No Block Progression"},"235":{"body":"What you see: Expectation failed: Consensus liveness\\nExpected: at least 30 blocks\\nActual: 15 blocks (50% of target) Diagnosis: Blocks are being produced but slower than expected. Solutions: Reduce workload intensity: Heavy workloads can slow block production: #![allow(unused)] fn main() {\\n.transactions().rate(5).apply() // Reduce from 20 } Check system resources: # CPU usage\\ntop # Disk I/O\\niostat # Memory\\nfree -h Resource exhaustion slows everything down.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Slow Block Progression","id":"235","title":"Symptom: Slow Block Progression"},"236":{"body":"What you see: Error: Transaction workload failed: connection refused Diagnosis: Workload couldn’t connect to nodes or nodes became unavailable. Solutions: Check node health: # Local\\ncurl http://localhost:18080/health # Compose\\ndocker-compose ps If nodes aren’t running, check why they crashed. Check workload prerequisites: Transaction workloads need executors: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(2, 1) // Need at least 1 executor } Reduce workload rate: Aggressive rates can overwhelm nodes: #![allow(unused)] fn main() {\\n.transactions().rate(5).apply() // Start lower }","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Workload Errors","id":"236","title":"Symptom: Workload Errors"},"237":{"body":"","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Expectation Failures","id":"237","title":"Expectation Failures"},"238":{"body":"What you see: Expectation failed: Transaction inclusion\\nSubmitted: 600 transactions\\nIncluded: 420 transactions (70%)\\nThreshold: 95% Diagnosis: Submitted transactions aren’t appearing in blocks. Solutions: Reduce submission rate: Too many transactions can saturate mempool: #![allow(unused)] fn main() {\\n.transactions().rate(10).apply() // Reduce from 50 } Increase run duration: Give more time for transactions to be included: #![allow(unused)] fn main() {\\n.with_run_duration(Duration::from_secs(120)) } Check if nodes are restarting: If using chaos workloads, restarts disrupt inclusion: #![allow(unused)] fn main() {\\n.chaos().restart().interval(Duration::from_secs(30)).apply()\\n// Consider longer intervals or removing chaos } Lower inclusion threshold: If some loss is acceptable: #![allow(unused)] fn main() {\\n.expect_transaction_inclusion() .threshold(0.90) // Accept 90% instead of 95% }","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Transaction Inclusion Failure","id":"238","title":"Symptom: Transaction Inclusion Failure"},"239":{"body":"What you see: Error: Chaos workload requires node control capability Diagnosis: Node control wasn’t enabled or runner doesn’t support it. Solutions: Enable node control: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(4, 1) .with_node_control() // Add this .chaos().restart().apply() } Verify runner supports control: All built-in runners support node control, but custom runners might not. Check node count: Need enough nodes to tolerate restarts: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(4, 1) // 4 validators, can tolerate 1 down } With only 2-3 validators, restarting one can break consensus.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Chaos Workload Fails","id":"239","title":"Symptom: Chaos Workload Fails"},"24":{"body":"Prefer user-facing signals over internal state: Recommended checks: Blocks progressing at expected rate (liveness) Transactions included within N blocks (inclusion) DA blobs retrievable (availability) Checks to avoid: Memory pool size Internal service state Cache hit rates Why it matters: User-facing signals reflect actual system health.\\nInternal state can be “healthy” while the system is broken from a user\\nperspective.","breadcrumbs":"Part I — Foundations » Testing Philosophy » Observable Health Signals","id":"24","title":"Observable Health Signals"},"240":{"body":"","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Environment-Specific Issues","id":"240","title":"Environment-Specific Issues"},"241":{"body":"What you see: Error: Cannot connect to Docker daemon Solutions: Start Docker: # Linux\\nsudo systemctl start docker # macOS\\nopen -a Docker Check Docker version: docker --version\\ndocker-compose --version Framework requires Docker 20+ and Docker Compose 2+. Check Docker resources: docker info | grep -i memory\\ndocker info | grep -i cpu Increase resources in Docker Desktop settings if needed.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Docker Issues","id":"241","title":"Symptom: Docker Issues"},"242":{"body":"What you see: Error: Failed to create StatefulSet: Unauthorized Solutions: Verify cluster access: kubectl cluster-info\\nkubectl get nodes Check permissions: kubectl auth can-i create statefulset\\nkubectl auth can-i create configmap\\nkubectl auth can-i create service If any return “no”, you need cluster admin to grant permissions. Check cluster resources: kubectl top nodes\\nkubectl describe nodes Insufficient cluster resources can prevent pod scheduling.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Kubernetes Issues","id":"242","title":"Symptom: Kubernetes Issues"},"243":{"body":"","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Flaky Tests","id":"243","title":"Flaky Tests"},"244":{"body":"Diagnosis: Timing sensitivity or resource differences between environments. Solutions: Enable slow mode in CI: # .github/workflows/test.yml\\nenv: SLOW_ENVIRONMENT: true READINESS_TIMEOUT_SECS: 120 Use ComposeRunner in CI: LocalRunner is sensitive to host differences; ComposeRunner is more consistent: #![allow(unused)] fn main() {\\n#[cfg(not(ci))]\\nlet runner = LocalDeployer::new().deploy(&plan).await?; #[cfg(ci)]\\nlet runner = ComposeRunner::new().deploy(&plan).await?; } Reduce test concurrency: cargo test --test-threads=2","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Tests Pass Locally, Fail in CI","id":"244","title":"Symptom: Tests Pass Locally, Fail in CI"},"245":{"body":"Diagnosis: Non-deterministic behavior, often from chaos or timing races. Solutions: Remove chaos from smoke tests: Chaos introduces intentional non-determinism. Use separate tests: #![allow(unused)] fn main() {\\n#[test]\\nfn deterministic_consensus() { // No chaos\\n} #[test]\\nfn chaos_resilience() { // With chaos\\n} } Increase run duration: Short runs amplify timing sensitivity: #![allow(unused)] fn main() {\\n.with_run_duration(Duration::from_secs(90)) // Instead of 30 } Fix resource contention: Multiple tests running in parallel can interfere: cargo test -- --test-threads=1 # Run serially","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Symptom: Tests Sometimes Pass, Sometimes Fail","id":"245","title":"Symptom: Tests Sometimes Pass, Sometimes Fail"},"246":{"body":"When a test fails, work through this checklist: Does the test pass with --test-threads=1? (rules out parallel interference) Do logs show node startup errors? (rules out deployment issues) Are all expected nodes in “ready” state? (rules out readiness problems) Do workload logs show errors? (rules out workload crashes) Is disk/memory/CPU exhausted? (rules out resource issues) Does the test pass with fewer nodes? (rules out scale sensitivity) Does the test pass with lower workload rates? (rules out load issues)","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Debugging Checklist","id":"246","title":"Debugging Checklist"},"247":{"body":"If you’re still stuck: Collect full logs: cargo test failing_test\\n# Collect logs from /tmp/nomos-test-* if using LocalDeployer\\n# Or use docker-compose logs / kubectl logs for other runners Describe your environment: OS and version Rust version Runner type (Local/Compose/K8s) Node counts and workload config Minimal reproduction: Try to reduce the failing scenario to the smallest possible test that reproduces\\nthe issue. Check existing issues: Search the project’s issue tracker for similar problems and solutions.","breadcrumbs":"Part IV — Appendix » Troubleshooting Scenarios » Getting Help","id":"247","title":"Getting Help"},"248":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Frequently Asked Questions","id":"248","title":"Frequently Asked Questions"},"249":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » General Questions","id":"249","title":"General Questions"},"25":{"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":"25","title":"Minimum Run Windows"},"250":{"body":"Protocol time (measured in blocks or epochs) makes tests robust across different\\nhardware. A test that expects “30 blocks” works whether your laptop produces\\nblocks every 2 seconds or a loaded CI machine takes 5 seconds per block. Wall-clock assertions like “30 blocks in 60 seconds” fail on slower hardware\\neven though consensus is working fine. Protocol time separates “did consensus\\nwork?” from “was the hardware fast?”","breadcrumbs":"Part IV — Appendix » FAQ » Why does the framework use “protocol time” instead of wall-clock time?","id":"250","title":"Why does the framework use “protocol time” instead of wall-clock time?"},"251":{"body":"Yes! This is a core design goal. Build your scenario once: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() .expect_consensus_liveness() .build(); } Then deploy with any runner: #![allow(unused)] fn main() {\\n// Local development\\nlet runner = LocalDeployer::new().deploy(&plan).await?; // CI\\nlet runner = ComposeRunner::new().deploy(&plan).await?; // Staging\\nlet runner = K8sRunner::new().deploy(&plan).await?; } The plan is immutable and runner-agnostic.","breadcrumbs":"Part IV — Appendix » FAQ » Can I reuse the same scenario with different runners?","id":"251","title":"Can I reuse the same scenario with different runners?"},"252":{"body":"Unit tests verify individual components in isolation. Integration tests with\\nthis framework verify that multiple components work together over real networks\\nwith real timing constraints. Unit tests can’t catch: Consensus failures under network latency Transaction inclusion problems under load DA availability issues with multiple nodes Recovery from node crashes These are emergent behaviors that only appear in multi-node environments.","breadcrumbs":"Part IV — Appendix » FAQ » How is this different from unit tests?","id":"252","title":"How is this different from unit tests?"},"253":{"body":"Yes. The framework needs to run nomos-node and nomos-executor binaries.\\nKeep a checkout of the Nomos repository and build the binaries before running\\ntests. If you’re using Docker/Kubernetes runners, you can use pre-built images instead,\\nbut you’ll still need the source for local development.","breadcrumbs":"Part IV — Appendix » FAQ » Do I need to build Nomos from source?","id":"253","title":"Do I need to build Nomos from source?"},"254":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Scenario Design","id":"254","title":"Scenario Design"},"255":{"body":"It depends on what you’re testing: Consensus basics: 2-3 validators is enough Byzantine tolerance: 4+ validators (need N > 3f where f is max faults) Transaction tests: At least 1 executor Chaos tests: N+1 validators to tolerate 1 down Production realism: 10+ nodes Start small and add nodes only when you need to test specific behaviors that\\nrequire more nodes.","breadcrumbs":"Part IV — Appendix » FAQ » How many nodes should my tests use?","id":"255","title":"How many nodes should my tests use?"},"256":{"body":"General guidelines: Quick smoke tests: 30-60 seconds (validates basic function) Workload tests: 60-120 seconds (enough traffic to be meaningful) Chaos tests: 90-180 seconds (multiple chaos events + recovery time) Soak tests: 300+ seconds (catches subtle timing bugs) Very short runs (< 30s) risk false confidence—not enough time to observe\\nmeaningful behavior.","breadcrumbs":"Part IV — Appendix » FAQ » How long should test runs be?","id":"256","title":"How long should test runs be?"},"257":{"body":"Use chaos workloads when specifically testing resilience: Does consensus survive node restarts? Do workloads recover after disruption? Are there resource leaks on restart? Don’t use chaos in basic functional tests—it makes failures hard to reproduce\\nand doesn’t add value when you’re just verifying that features work.","breadcrumbs":"Part IV — Appendix » FAQ » When should I use chaos workloads?","id":"257","title":"When should I use chaos workloads?"},"258":{"body":"Generally, yes! Real systems handle multiple traffic types simultaneously: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(4, 2) .transactions().rate(10).apply() .da_blobs().rate(2).apply() } This reveals interaction bugs that isolated workload tests miss. But don’t combine too many concerns—tests that verify 10 different things are\\nhard to debug when they fail.","breadcrumbs":"Part IV — Appendix » FAQ » Should I combine multiple workloads in one test?","id":"258","title":"Should I combine multiple workloads in one test?"},"259":{"body":"Only for transaction workloads. The framework automatically seeds wallets when\\nyou add transaction workloads to scenarios with executors. Pure consensus or DA tests don’t need wallets.","breadcrumbs":"Part IV — Appendix » FAQ » Do I need seeded wallets?","id":"259","title":"Do I need seeded wallets?"},"26":{"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":"26","title":"Summary"},"260":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Running Tests","id":"260","title":"Running Tests"},"261":{"body":"Most startup time is: Building binaries (if not already built) Starting nodes Waiting for readiness (nodes must be fully operational) You can speed this up: Pre-build binaries: cargo build --release Use LocalDeployer for development (faster than Docker) Reduce node count for quick iteration","breadcrumbs":"Part IV — Appendix » FAQ » Why do tests take so long to start?","id":"261","title":"Why do tests take so long to start?"},"262":{"body":"Yes, but carefully. Each test spawns multiple nodes, so: cargo test --test-threads=2 # Limit parallelism Too much parallelism causes port conflicts and resource contention.","breadcrumbs":"Part IV — Appendix » FAQ » Can I run tests in parallel?","id":"262","title":"Can I run tests in parallel?"},"263":{"body":"Read the expectation failure message - tells you what failed Check node logs - /tmp/nomos-test-<uuid>/node-*/stderr.log for LocalDeployer Simplify the test - remove workloads until you find the cause Run serially - --test-threads=1 rules out parallel interference See the Troubleshooting chapter for detailed guidance.","breadcrumbs":"Part IV — Appendix » FAQ » How do I debug a failing test?","id":"263","title":"How do I debug a failing test?"},"264":{"body":"Yes! Use LocalDeployer: #![allow(unused)] fn main() {\\nlet runner = LocalDeployer::new().deploy(&plan).await?; } This spawns processes directly on your machine. No containers required.","breadcrumbs":"Part IV — Appendix » FAQ » Can I run tests without Docker/Kubernetes?","id":"264","title":"Can I run tests without Docker/Kubernetes?"},"265":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Extending the Framework","id":"265","title":"Extending the Framework"},"266":{"body":"Implement the Workload trait: #![allow(unused)] fn main() {\\n#[async_trait]\\nimpl Workload for MyWorkload { fn name(&self) -> &str { \\"my_workload\\" } async fn execute(&self, ctx: &RunContext) -> Result<()> { // Your logic here }\\n} } See the Extending the Framework chapter for complete examples.","breadcrumbs":"Part IV — Appendix » FAQ » How do I add a custom workload?","id":"266","title":"How do I add a custom workload?"},"267":{"body":"Yes! Implement the Deployer and Runner traits. This lets you deploy to\\ncustom infrastructure (cloud VMs, embedded devices, etc.). See the Extending the Framework chapter for details.","breadcrumbs":"Part IV — Appendix » FAQ » Can I add a custom runner?","id":"267","title":"Can I add a custom runner?"},"268":{"body":"Absolutely! If your extension is generally useful (not project-specific), we’d\\nlove to see a PR adding it to testing-framework/workflows.","breadcrumbs":"Part IV — Appendix » FAQ » Can I contribute my workload/expectation upstream?","id":"268","title":"Can I contribute my workload/expectation upstream?"},"269":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Troubleshooting","id":"269","title":"Troubleshooting"},"27":{"body":"You’ve learned what scenarios are and why the framework separates concerns. Now\\nlet’s trace through exactly what happens when you run a scenario, from deploy() to cleanup. Understanding this lifecycle will help you debug tests, optimize run times, and\\nunderstand why things happen in a specific order.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Scenario Lifecycle","id":"27","title":"Scenario Lifecycle"},"270":{"body":"This usually means timing sensitivity or resource differences. Solutions: Use ComposeRunner in both places for consistency Limit test parallelism with --test-threads Increase run durations to reduce timing sensitivity Check CI resource allocations (CPU, memory, disk)","breadcrumbs":"Part IV — Appendix » FAQ » Tests pass locally but fail in CI","id":"270","title":"Tests pass locally but fail in CI"},"271":{"body":"Another process is using ports the framework needs. Kill the conflicting process\\nor use a different runner (ComposeRunner/K8sRunner) that uses isolated networking.","breadcrumbs":"Part IV — Appendix » FAQ » “Port already in use” errors","id":"271","title":"“Port already in use” errors"},"272":{"body":"Common causes: Binaries not built: cargo build --release --bin nomos-node Insufficient resources: reduce node count or enable slow mode Network issues: check firewall, Docker networking, K8s services Genesis mismatch: check logs for genesis errors See Troubleshooting for detailed diagnostics.","breadcrumbs":"Part IV — Appendix » FAQ » Nodes won’t reach ready state","id":"272","title":"Nodes won’t reach ready state"},"273":{"body":"Trust expectations first—they define success criteria based on the complete run.\\nLogs might look fine at a glance but expectations catch subtle issues: Blocks progressing too slowly Transactions taking too long to include Stalls that recovered but still indicate problems Use the expectation failure details to guide investigation.","breadcrumbs":"Part IV — Appendix » FAQ » Expectations fail but logs look fine","id":"273","title":"Expectations fail but logs look fine"},"274":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Performance and Resources","id":"274","title":"Performance and Resources"},"275":{"body":"Depends on node count and workload intensity: Minimal (2-3 nodes, light workload): 2 CPU cores, 4GB RAM Moderate (4-5 nodes, mixed workload): 4 CPU cores, 8GB RAM Heavy (10+ nodes, high load): 8+ CPU cores, 16GB+ RAM Docker/Kubernetes add overhead—allocate more resources than nodes alone would need.","breadcrumbs":"Part IV — Appendix » FAQ » How much CPU/memory do tests need?","id":"275","title":"How much CPU/memory do tests need?"},"276":{"body":"Yes: Reduce node counts: ScenarioBuilder::with_node_counts(2, 1) Reduce workload rates: .transactions().rate(5).users(3) Increase run duration to give more time Use LocalDeployer (less overhead than containers) Run tests serially: --test-threads=1","breadcrumbs":"Part IV — Appendix » FAQ » Can I run tests on limited hardware?","id":"276","title":"Can I run tests on limited hardware?"},"277":{"body":"Pre-build binaries Use LocalDeployer for development Reduce node counts to minimum needed Shorten run durations (but keep them meaningful) Run in parallel (but carefully—see above) Remember: “fast” tests that don’t catch bugs aren’t useful. Find the balance\\nbetween speed and thoroughness.","breadcrumbs":"Part IV — Appendix » FAQ » How do I make tests faster?","id":"277","title":"How do I make tests faster?"},"278":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Advanced Usage","id":"278","title":"Advanced Usage"},"279":{"body":"Yes! Scenarios are just Rust structs. Generate them however you want: #![allow(unused)] fn main() {\\nfor node_count in [3, 5, 7] { let plan = ScenarioBuilder::with_node_counts(node_count, 1) .transactions().rate(10).apply() .build(); // Run test...\\n} }","breadcrumbs":"Part IV — Appendix » FAQ » Can I programmatically generate scenarios?","id":"279","title":"Can I programmatically generate scenarios?"},"28":{"body":"Every scenario goes through six stages: 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] Let’s walk through each stage in detail and see what actually happens.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » The Six Stages","id":"28","title":"The Six Stages"},"280":{"body":"Yes: #![allow(unused)] fn main() {\\n#[rstest]\\n#[case::local(LocalDeployer::new())]\\n#[case::compose(ComposeRunner::new())]\\nasync fn test_consensus(#[case] deployer: impl Deployer) { let plan = build_plan(); let runner = deployer.deploy(&plan).await?; assert!(runner.run().await?.is_success());\\n} } This runs the same test with multiple runners automatically.","breadcrumbs":"Part IV — Appendix » FAQ » Can I parameterize tests by runner?","id":"280","title":"Can I parameterize tests by runner?"},"281":{"body":"The framework is designed for CI: Tests are standard cargo test invocations Set environment variables for CI-specific config Collect logs as artifacts on failure Use ComposeRunner or K8sRunner for isolation See Running Scenarios for CI examples.","breadcrumbs":"Part IV — Appendix » FAQ » How do I integrate with CI/CD?","id":"281","title":"How do I integrate with CI/CD?"},"282":{"body":"","breadcrumbs":"Part IV — Appendix » FAQ » Getting Help","id":"282","title":"Getting Help"},"283":{"body":"Read the Troubleshooting chapter Search existing GitHub issues Ask in project chat/forum File a detailed bug report with logs","breadcrumbs":"Part IV — Appendix » FAQ » Where can I get help?","id":"283","title":"Where can I get help?"},"284":{"body":"Include: Full test code (ideally minimal reproduction) Environment details (OS, Rust version, runner type) Complete logs with RUST_LOG=debug What you expected vs. what happened The more detail, the easier it is to help!","breadcrumbs":"Part IV — Appendix » FAQ » How do I report a bug?","id":"284","title":"How do I report a bug?"},"285":{"body":"This glossary defines key terms used throughout the book. Terms are listed\\nalphabetically for easy reference.","breadcrumbs":"Part IV — Appendix » Glossary » Glossary","id":"285","title":"Glossary"},"286":{"body":"Block Feed A stream of block observations tracked during scenario execution. Used by\\nexpectations to verify block progression and liveness. The block feed captures\\nblock height over time, allowing expectations to detect stalls or measure block\\nproduction rates. Chaos Workload A workload that introduces controlled disruptions (node restarts, network\\npartitions, resource constraints) to test system resilience and recovery logic. Consensus Liveness The property that blocks continue to be produced at expected rates. Consensus\\nliveness expectations verify that the system makes progress throughout a test\\nrun. Deployer The interface responsible for turning a scenario plan into running\\ninfrastructure. Different deployers exist for local processes, Docker containers,\\nand Kubernetes pods. Executor A Nomos node running with the DA dispersal service enabled. Executors do\\neverything validators do (consensus, block production, DA verification) plus\\nthey can disperse blobs to the DA network. In tests, executors are needed when\\nyou want to submit transactions or DA data. Expectation A post-run assertion that evaluates whether the system met success criteria.\\nExpectations run after workloads finish and can aggregate signals over the\\nentire test duration. Examples: consensus liveness, transaction inclusion, DA\\navailability. Node Control The ability for a runner to control node lifecycle (start, stop, restart).\\nRequired for chaos workloads. Not all runners support all control operations. Protocol Time Time measured in protocol events (blocks, epochs) rather than wall-clock\\nduration. Expectations judge success based on protocol time to make tests\\nrobust across different hardware speeds. Readiness Check A verification that nodes are fully operational before workloads begin.\\nReadiness checks confirm that HTTP APIs respond, consensus is initialized, and\\npeers are connected. This prevents false test failures from startup timing races. Runner The execution environment that orchestrates a scenario. After deployment,\\nthe runner starts workloads, observes block progression, evaluates expectations,\\nand cleans up resources. Run Context Shared state provided to workloads and expectations during scenario execution.\\nContains node API clients, block feeds, metrics, and topology information. Scenario A complete test plan combining topology, workloads, expectations, and run\\nduration. Scenarios are immutable after building, ensuring reproducible behavior. Slot Duration The target time between blocks in the consensus protocol. Used to calculate\\nexpected block counts and validate liveness. Topology A declarative description of the test cluster: how many validators, how many\\nexecutors, network layout, DA parameters, and timing configuration. Topologies\\nare generated into concrete node configurations during deployment. Validator A Nomos node running the core consensus services: Cryptarchia consensus, block\\nproduction, and DA verification/sampling. Validators and executors are the same\\nnode binary running in different configurations—executors just enable one\\nadditional service (DA dispersal). Workload An async task that generates traffic or conditions during a scenario run.\\nWorkloads drive system behavior to exercise features under test. Examples:\\ntransaction submission, DA blob dispersal, node restarts.","breadcrumbs":"Part IV — Appendix » Glossary » Core Concepts","id":"286","title":"Core Concepts"},"287":{"body":"Cryptarchia The consensus protocol used by Nomos. Based on proof-of-stake with\\nleader election. DA (Data Availability) Subsystem ensuring that data referenced in blocks (blobs, channels) is\\npublished and retrievable. Validators verify and sample DA data; executors\\ndisperse it. DA Dispersal The process of publishing data blobs to the DA network. Only executors can\\ndisperse data. DA Sampling The process of verifying that dispersed data is available. Validators\\nperiodically sample DA data to ensure availability. DA Subnetwork Size Configuration parameter controlling how many nodes participate in each DA\\nsubnetwork. Affects availability guarantees and bandwidth requirements. Dispersal Factor Replication factor for DA data. Higher values increase availability at the\\ncost of bandwidth and storage.","breadcrumbs":"Part IV — Appendix » Glossary » Nomos Specifics","id":"287","title":"Nomos Specifics"},"288":{"body":"Builder Pattern Fluent API pattern used for constructing scenarios. Allows method chaining\\nfor readable test definitions. Bundled Expectations Expectations automatically included by workloads when they have obvious\\nsuccess criteria. For example, transaction workloads bundle an inclusion\\nexpectation. Cleanup Guard Mechanism ensuring resources are cleaned up even when tests fail or panic.\\nPrevents leaked processes, containers, or cluster resources. LocalDeployer Runner that spawns node processes directly on the host machine. Fastest\\niteration but no isolation between tests. ComposeRunner Runner that deploys nodes as Docker containers using Docker Compose. Provides\\nisolation and reproducibility. K8sRunner Runner that deploys nodes to a Kubernetes cluster. Highest production\\nfidelity but slower and more resource-intensive. Node Control Handle Interface for controlling node lifecycle (restart, stop, etc.). Provided by\\nrunners that support node control. Run Result Data structure containing test outcomes: which expectations passed, which\\nfailed, final metrics, and test duration. Scenario Builder Fluent API for constructing scenario plans. Validates prerequisites and\\nensures scenarios are well-formed before deployment. Topology Builder Fluent API for constructing topology configurations. Generates node configs,\\nnetwork settings, and genesis state from high-level declarations.","breadcrumbs":"Part IV — Appendix » Glossary » Framework Architecture","id":"288","title":"Framework Architecture"},"289":{"body":"DA: Data Availability CI: Continuous Integration API: Application Programming Interface K8s: Kubernetes TX: Transaction WL: Workload","breadcrumbs":"Part IV — Appendix » Glossary » Common Abbreviations","id":"289","title":"Common Abbreviations"},"29":{"body":"Before anything runs, you build a scenario plan. This happens in your test code: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(2, 1) .transactions().rate(5).apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build(); } The build() call is doing more than constructing a struct. It: Generates the topology with node configs, network settings, and DA\\nparameters Validates prerequisites (does the transaction workload have wallets?) Checks the run window (is 60 seconds enough for workloads to complete?) Ensures control compatibility (if workloads restart nodes, does the\\nscenario request node control capability?) If validation fails, build() returns an error immediately. This is much\\nbetter than failing halfway through deployment when nodes are already running. Once built, the plan is immutable. You can’t add workloads or change the\\ntopology after this point. This immutability is crucial—it means the same plan\\nproduces the same behavior regardless of when or where you run it.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 1: Build the Plan","id":"29","title":"Stage 1: Build the Plan"},"3":{"body":"The DA subsystem ensures that data referenced in blocks (like transaction blobs\\nor channel data) is actually published and retrievable. This is crucial because\\nblocks can reference data without embedding it entirely. Validators verify and sample this data to make sure it’s available. Executors\\ntake it a step further by dispersing blobs to the DA network. Workloads in your\\ntests will generate this DA traffic, and expectations will verify it’s working.","breadcrumbs":"Project Context Primer » Data Availability (DA)","id":"3","title":"Data Availability (DA)"},"30":{"body":"You hand your plan to a runner: #![allow(unused)] fn main() {\\nlet runner = LocalDeployer::new().deploy(&plan).await?; } The runner’s job is to turn your abstract plan into running infrastructure. The\\nexact steps depend on which runner you chose: LocalDeployer: Spawns node processes on your machine Creates temporary directories for each node’s data Passes node configs via command-line arguments Tracks process handles for cleanup ComposeRunner: Generates a docker-compose.yml from your topology Starts cfgsync to distribute configs to containers Launches node containers with proper networking Waits for container health checks to pass K8sRunner: Creates ConfigMaps for node configs Deploys StatefulSets for validators and executors Sets up Services for node discovery Waits for pod Ready status Despite these different implementations, the interface is the same. Your\\nscenario code doesn’t know or care which backend is running—it just waits for\\nthe runner to signal “nodes are deployed.”","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 2: Deploy","id":"30","title":"Stage 2: Deploy"},"31":{"body":"Deployment finishing doesn’t mean nodes are usable. They might still be\\nbootstrapping, connecting to peers, or syncing state. Workloads can’t start\\nuntil nodes are actually ready to handle requests. The runner enforces a readiness protocol. It polls each node’s API until: The node responds (HTTP server is up) Consensus is initialized (the node has Genesis and is tracking blocks) Peers are connected (the node sees its expected neighbors) Different runners implement this differently—local processes check localhost\\nURLs, Compose checks container ports, Kubernetes checks Service endpoints—but\\nthe concept is the same: don’t proceed until nodes are provably healthy. This readiness stage is why your tests don’t have to include brittle sleeps or\\nretry logic. The framework guarantees that when workloads start, nodes are\\nactually ready.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 3: Readiness","id":"31","title":"Stage 3: Readiness"},"32":{"body":"Once readiness passes, the runtime starts all workloads concurrently. Each\\nworkload is an async task that does something to the cluster: The transaction workload submits transactions at the configured rate The DA workload disperses blobs and channels The chaos workload restarts nodes at random intervals Workloads run for the scenario’s configured duration. If you set run_duration\\nto 60 seconds, all workloads will run for 60 seconds (unless one errors early). Workloads don’t manage their own lifecycle. They implement an execute()\\nmethod that runs until cancelled, and the runtime handles starting, timing, and\\nstopping. This keeps workload code simple—no manual timers or cleanup logic. Some workloads, like chaos restarts, trigger control operations. When this\\nhappens, the runtime tracks downtime and adjusts expectations accordingly. We’ll\\ncover this in detail in the Chaos chapter.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 4: Drive Workloads","id":"32","title":"Stage 4: Drive Workloads"},"33":{"body":"While workloads run (and after they finish), the runtime collects signals about\\nsystem health. The most important signal is block progression. The framework tracks block height over time. This serves two purposes: It grounds timing in protocol time. Instead of “did 60 wall-clock\\nseconds pass?”, expectations check “did we see the expected number of\\nblocks?” It detects liveness failures. If blocks stop progressing during the run,\\nthe framework knows something went wrong even before evaluating expectations. Other signals include metrics from node APIs (peer counts, transaction pool\\nsizes) and workload-specific data (how many transactions were submitted, how\\nmany DA blobs were dispersed). These signals get stored in the RunContext which all expectations can access.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 5: Observe","id":"33","title":"Stage 5: Observe"},"34":{"body":"After workloads finish, the runtime evaluates expectations. Each expectation\\ngets the full RunContext—block progression data, metrics, baselines captured\\nbefore workloads started—and returns pass or fail. For example, the consensus liveness expectation checks: Did we see at least expected_blocks during the run? Were there any unexpected stalls (periods of no block progression)? The transaction inclusion expectation checks: How many transactions were submitted by the workload? How many of those appeared in blocks? Is the inclusion rate above the threshold? If any expectation fails, the test fails and you get a detailed report. If all\\npass, the test succeeds. Expectations can’t modify system state—they’re pure observers. This is\\nintentional. If an expectation could generate traffic or restart nodes, you\\nwouldn’t know whether test failures came from workloads or expectations. The\\nseparation keeps failure signals clear.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 6: Evaluate Expectations","id":"34","title":"Stage 6: Evaluate Expectations"},"35":{"body":"Finally, the runner tears down all resources: LocalDeployer kills node processes and optionally deletes temp directories ComposeRunner stops and removes containers, networks, and volumes K8sRunner deletes StatefulSets, ConfigMaps, and Services Cleanup happens even if the test failed or workloads errored. This is crucial\\nfor CI environments where leaked resources from one test can break subsequent\\ntests. If cleanup itself fails (e.g., a process won’t die), the framework logs\\nwarnings but doesn’t mask the original test result. You’ll see both the test\\nfailure and the cleanup warning.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Stage 7: Cleanup","id":"35","title":"Stage 7: Cleanup"},"36":{"body":"The lifecycle order isn’t arbitrary: Readiness before workloads prevents tests from failing due to startup\\ntiming races Observations during workloads capture real-time system behavior without\\ninterfering Expectations after workloads ensure judgments reflect complete runs, not\\nsnapshots Cleanup always runs so successive tests start from a known state Breaking this order would introduce subtle bugs. If workloads started before\\nreadiness, they’d fail unpredictably. If expectations ran during workloads,\\nthey’d see incomplete data. If cleanup was optional, tests would leak resources.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Why This Order Matters","id":"36","title":"Why This Order Matters"},"37":{"body":"Let’s look at a real scenario and trace its lifecycle: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() .chaos().restart().apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(120)) .build(); // Stage 1: Build and validate let runner = ComposeRunner::new() .deploy(&plan).await?; // Stage 2: Deploy containers // Stage 3: Readiness checks happen automatically inside deploy() let result = runner.run().await?; // Stage 4: Transaction workload submits txs, chaos workload restarts nodes\\n// Stage 5: Block feed tracks block progression throughout\\n// Stage 6: Consensus liveness expectation evaluates block data\\n// Stage 7: Cleanup tears down containers assert!(result.is_success()); } From the outside, most of this is invisible—you just call deploy() and run(). But understanding what happens inside these calls will help you debug\\nwhen things go wrong.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » Lifecycle in Practice","id":"37","title":"Lifecycle in Practice"},"38":{"body":"You now understand the full lifecycle from plan to cleanup. The next chapter,\\nDesign Rationale, explains why the framework makes specific technical\\nchoices—like why expectations are post-run rather than inline, or why readiness\\nis mandatory rather than optional. If you want to start writing tests instead, skip to Part II: User Guide and the\\nAuthoring Scenarios chapter.","breadcrumbs":"Part I — Foundations » Scenario Lifecycle (Conceptual) » What’s Next","id":"38","title":"What’s Next"},"39":{"body":"Every framework makes tradeoffs. This chapter explains the key design decisions\\nin the Nomos Testing Framework and why we made them. If you’ve wondered “why\\ndoes this work this way?”, the answers are here.","breadcrumbs":"Part I — Foundations » Design Rationale » Design Rationale","id":"39","title":"Design Rationale"},"4":{"body":"These three components don’t work in isolation. Validators need to coordinate\\non consensus decisions, executors need to successfully disperse and retrieve DA\\nblobs, and all nodes need to maintain network connections and timing\\nsynchronization. This tight coupling is exactly why we need multi-node integration tests. A unit\\ntest can verify that a single validator processes a block correctly, but it\\ncan’t tell you whether three validators will reach consensus over a real\\nnetwork, or whether an executor’s dispersed blob will actually be sampled by\\nvalidators in time. The rest of this book shows you how to test these interactions systematically.","breadcrumbs":"Project Context Primer » Why This Matters for Testing","id":"4","title":"Why This Matters for Testing"},"40":{"body":"The framework is split into multiple crates: testing-framework/core - core types and traits testing-framework/workflows - reusable workloads and expectations testing-framework/runners/* - deployment backends testing-framework/configs - configuration helpers Why not put everything in one crate? Because tight coupling kills extensibility. When configuration logic is mixed with orchestration code, adding a new node\\ntype means touching deployment code. When workloads know about specific\\nrunners, switching backends means rewriting workloads. When expectations depend\\non workload internals, changing traffic generation breaks assertions. The modular structure enforces isolation. The core crate defines traits\\n( Workload, Expectation, Deployer) but has zero knowledge of specific\\nimplementations. Workflows can add new workloads without touching core or\\nrunners. Runners can add new backends without touching core or workflows. This means you can: Add a custom workload in your test repo without forking the framework Swap runners without rewriting scenarios Upgrade core without breaking custom runners The tradeoff is more imports and some boilerplate. But the cost is worth it—the\\nframework has stayed stable even as we’ve added Kubernetes support, new\\nworkloads, and additional expectations.","breadcrumbs":"Part I — Foundations » Design Rationale » Modular Crates: Loose Coupling, Clear Boundaries","id":"40","title":"Modular Crates: Loose Coupling, Clear Boundaries"},"41":{"body":"One of the framework’s core promises is portability: the same scenario runs\\nidentically on local processes, Docker containers, or Kubernetes pods. This\\nisn’t magic—it’s the result of careful abstraction. Every runner implements the Deployer trait: #![allow(unused)] fn main() {\\n#[async_trait]\\npub trait Deployer { async fn deploy(&self, topology: &GeneratedTopology) -> Result<Box<dyn Runner>>;\\n} } The trait doesn’t specify how to deploy—only the contract: given a topology,\\nprovide a Runner that can execute scenarios. This lets implementations vary\\nwildly while the scenario code stays the same. Why is this worth the abstraction cost? Different environments have different constraints. On your laptop, you want\\nfast iteration—no Docker overhead, no Kubernetes complexity. In CI, you want\\nisolation—containerized tests that can’t interfere with each other. In staging,\\nyou want realism—Kubernetes deployments that mirror production. If scenarios were tied to specific deployment methods, you’d maintain three\\nversions of every test. With pluggable runners, you maintain one scenario and\\nchoose the runner at runtime: #![allow(unused)] fn main() {\\n// Development: fast, no isolation\\nlet runner = LocalDeployer::new().deploy(&plan).await?; // CI: isolated, reproducible\\nlet runner = ComposeRunner::new().deploy(&plan).await?; // Staging: production-like\\nlet runner = K8sRunner::new().deploy(&plan).await?; } The tradeoff is that scenarios can’t depend on runner-specific features. You\\ncan’t assume nodes are local processes or that you can shell into containers.\\nBut this constraint is exactly what makes portability work—if scenarios could\\ndepend on local process details, they wouldn’t run on Kubernetes.","breadcrumbs":"Part I — Foundations » Design Rationale » Pluggable Runners: Write Once, Run Anywhere","id":"41","title":"Pluggable Runners: Write Once, Run Anywhere"},"42":{"body":"Many testing frameworks mix traffic generation and assertions: #![allow(unused)] fn main() {\\n// Anti-pattern: mixed concerns\\nsubmit_transaction(&client, tx).await?;\\nassert!(block_includes(&client, tx.hash()).await?); } This is convenient but brittle. If you want to test transaction inclusion under\\ndifferent traffic patterns (steady rate, bursts, chaos), you have to duplicate\\nthe assertion logic. If you want to change success criteria (maybe 95%\\ninclusion is acceptable under chaos), you have to hunt through test code. The framework inverts this: workloads generate traffic, expectations judge\\noutcomes. #![allow(unused)] fn main() {\\n// Clear separation\\nlet plan = ScenarioBuilder::with_node_counts(2, 1) .transactions().rate(10).apply() // Workload: what to do .expect_transaction_inclusion() // Expectation: what success means .build(); } Why is this better? It clarifies intent. When reviewing tests, you can see at a glance what\\ntraffic is generated and what must be true for success. No digging through\\nimperative code to find assertions. It enables reuse. The same transaction workload can pair with different\\nexpectations (strict inclusion, best-effort inclusion, latency requirements).\\nThe same expectation can pair with different workloads (transactions, DA blobs,\\nmixed traffic). It simplifies debugging. If a test fails, you know exactly which\\nexpectation failed and can look at its evaluation logic independently from\\nworkload code. The tradeoff is indirection. You can’t inline quick checks while generating\\ntraffic. But this constraint is valuable—it forces you to think about what\\nyou’re testing rather than what’s convenient to check right now.","breadcrumbs":"Part I — Foundations » Design Rationale » Separated Workloads and Expectations: What vs. How","id":"42","title":"Separated Workloads and Expectations: What vs. How"},"43":{"body":"Topologies are declarative descriptions, not imperative scripts: #![allow(unused)] fn main() {\\n// Declarative: what you want\\nTopologyBuilder::with_node_counts(3, 2) .with_network_layout(NetworkLayout::Mesh) } Compare this to imperative deployment: #![allow(unused)] fn main() {\\n// Imperative: how to get it (anti-pattern)\\nlet mut nodes = Vec::new();\\nfor i in 0..3 { nodes.push(spawn_validator(i, &config).await?);\\n}\\nfor i in 0..2 { nodes.push(spawn_executor(i, &config).await?);\\n}\\nconnect_all_peers(&mut nodes).await?; } The declarative approach has several advantages: Reproducibility. The same topology declaration produces the same cluster\\nshape every time, regardless of runner. With imperative code, subtle timing\\ndifferences or environment variations can produce different topologies. Readability. You see the intent (3 validators, 2 executors, mesh network)\\nwithout implementation details (spawn processes, configure peers, wait for\\nconnectivity). Portability. The same topology works with any runner. With imperative code,\\nyou’d need runner-specific logic. Validation. The framework can validate topologies before deployment. With\\nimperative code, you only discover problems at runtime. The tradeoff is less flexibility. If you need extremely custom node\\nconfigurations, the declarative API might not support them yet. But in\\npractice, this rarely matters—most tests need standard topologies with minor\\nvariations, which the builder API handles well.","breadcrumbs":"Part I — Foundations » Design Rationale » Declarative Topology: Explicit Intent, Reproducible Clusters","id":"43","title":"Declarative Topology: Explicit Intent, Reproducible Clusters"},"44":{"body":"Once you call build() on a scenario, it’s immutable. You can’t add workloads,\\nchange the topology, or adjust the run duration. Why this restriction? Immutability makes scenarios reproducible. If you could modify a scenario\\nafter building it, different test runs might execute different scenarios even\\nthough they started from the same code. Immutability guarantees that passing a\\nscenario to different runners produces identical behavior. Immutability enables validation. The framework can validate the complete\\nscenario at build time. If scenarios were mutable, validation would need to run\\ncontinuously, and you’d discover errors mid-deployment instead of upfront. Immutability simplifies reasoning. When debugging a test failure, you know\\nthe scenario hasn’t changed partway through execution. The plan is the plan. The tradeoff is that you can’t build scenarios dynamically based on runtime\\nconditions. But this is rarely needed—most tests know their requirements\\nupfront. If you do need runtime decisions, you can build multiple scenarios and\\nchoose which to run.","breadcrumbs":"Part I — Foundations » Design Rationale » Immutable Plans: Predictability Over Flexibility","id":"44","title":"Immutable Plans: Predictability Over Flexibility"},"45":{"body":"The framework grounds timing in protocol events (blocks) rather than wall-clock\\nduration. Expectations check “did we see N blocks?” instead of “did 60 seconds\\npass?”. Why? Because wall-clock time is unreliable in distributed systems testing. A local laptop might produce blocks every 2 seconds. A loaded CI machine might\\ntake 5 seconds per block. If your assertion checks “did we see at least 30\\nblocks in 60 seconds?”, it passes locally (30 blocks * 2 sec = 60 sec) but\\nfails in CI (only 12 blocks in 60 sec). Protocol time fixes this. Instead of fixed durations, you specify block counts\\nor block-relative timing: #![allow(unused)] fn main() {\\n// Robust: works regardless of machine speed\\n.expect_consensus_liveness() // Checks blocks progress, not wall time\\n.with_run_duration(Duration::from_secs(60)) // But still has max wall time } The framework maps wall time to expected blocks using the topology’s slot\\nduration, but expectations validate protocol progress. This makes tests robust\\nacross environments while still enforcing reasonable wall-time limits (so tests\\ndon’t run forever if blocks stop).","breadcrumbs":"Part I — Foundations » Design Rationale » Protocol Time Over Wall Time: Robust Assertions","id":"45","title":"Protocol Time Over Wall Time: Robust Assertions"},"46":{"body":"The framework enforces readiness checks before starting workloads. Nodes must\\nrespond to APIs, consensus must be initialized, and peers must be connected\\nbefore workloads begin. Why not just start workloads and let them retry? Readiness checks fail fast. If a node won’t start, you know immediately.\\nWithout readiness, workloads would fail with confusing errors (“connection\\nrefused”, “timeout”) that don’t indicate whether the problem is deployment,\\nnetworking, or actual bugs. Readiness checks are explicit. You can see in logs exactly when each node\\nbecame ready. This helps debug timing-sensitive scenarios. Readiness checks are uniform. Every runner enforces the same protocol. This\\nmakes scenarios truly portable—you’re guaranteed that workloads start under the\\nsame conditions regardless of backend. The tradeoff is longer startup time. Waiting for readiness adds a few seconds\\nto every test. But the cost is worth it—robust tests that fail clearly are far\\nmore valuable than fast tests that fail mysteriously.","breadcrumbs":"Part I — Foundations » Design Rationale » Mandatory Readiness: Fail Fast, Fail Clear","id":"46","title":"Mandatory Readiness: Fail Fast, Fail Clear"},"47":{"body":"These decisions all serve the framework’s core goals: Portability - Write once, run anywhere (local, Docker, Kubernetes) Composability - Mix and match topologies, workloads, expectations Debuggability - Clear failures that point to actual bugs, not test\\ninfrastructure Maintainability - Extend the framework without breaking existing tests Some of these goals create tension. Portability requires abstractions that add\\nindirection. Immutability prevents dynamic scenarios. Mandatory readiness slows\\nstartup. We’ve chosen to prioritize robustness and clarity over convenience and speed.\\nThis makes the framework feel slightly more rigid than ad-hoc test scripts, but\\nit’s the reason scenarios stay stable as the codebase grows.","breadcrumbs":"Part I — Foundations » Design Rationale » Design Goals Revisited","id":"47","title":"Design Goals Revisited"},"48":{"body":"Part I has given you the foundation—you understand the architecture, the\\nlifecycle, the design philosophy, and the rationale behind key decisions. Part\\nII will put this knowledge into practice, showing you how to author scenarios,\\nrun tests, and use the full capabilities of the framework. If you’re ready to write your first scenario, continue to the next chapter:\\nAuthoring Scenarios.","breadcrumbs":"Part I — Foundations » Design Rationale » What’s Next","id":"48","title":"What’s Next"},"49":{"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":"49","title":"Part II — User Guide"},"5":{"body":"This book establishes a mental model for Nomos multi-node testing. It covers authoring scenarios with realistic workloads and running them across local, containerized, and cluster environments without modification.","breadcrumbs":"What You Will Learn » What You Will Learn","id":"5","title":"What You Will Learn"},"50":{"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":"50","title":"Workspace Layout"},"51":{"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":"51","title":"Annotated Tree"},"52":{"body":"Now that you understand the concepts, let’s write some scenarios. This chapter\\nwill walk you through building your first test, from a simple consensus check\\nto more complex multi-workload scenarios. We’ll start simple and add complexity gradually so you can see how pieces fit\\ntogether.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Authoring Scenarios","id":"52","title":"Authoring Scenarios"},"53":{"body":"Let’s start with the simplest meaningful test: verifying that a cluster can\\nreach consensus and produce blocks. Here’s the complete scenario: #![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) // 3 validators, 0 executors .expect_consensus_liveness() // Check blocks progress .with_run_duration(Duration::from_secs(30)) // Run for 30 seconds .build(); let deployer = LocalDeployer::default(); let runner = deployer.deploy(&plan).await?; let _handle = runner.run(&mut plan).await?; Ok(())\\n} } Let’s break down what each line does: ScenarioBuilder::with_node_counts(3, 0) creates a scenario with 3\\nvalidators and 0 executors. Why 3 validators? Because consensus needs multiple\\nnodes to be meaningful. A single node will always agree with itself—not\\ninteresting. Three nodes means there’s actual coordination happening. Why 0 executors? Because this test is purely about consensus. Executors would\\nwork too, but they’re more complex (they run DA dispersal logic) and we don’t\\nneed that complexity yet. .expect_consensus_liveness() adds an expectation that checks block\\nprogression. After the scenario runs, this expectation will verify that blocks\\nwere produced at a reasonable rate and that there were no unexpected stalls. .with_run_duration(Duration::from_secs(30)) sets how long workloads run.\\nIn this case, we don’t have explicit workloads, but the runtime still needs a\\nduration to know when to evaluate expectations. 30 seconds is enough to see\\nseveral epochs of blocks without waiting too long. .build() constructs the immutable scenario plan. This is where validation\\nhappens—if you misconfigured something (like setting duration too short), you’ll\\nget a panic here, not during deployment. LocalDeployer::default() creates the local deployer that will spawn node\\nprocesses on your machine. deployer.deploy(&plan).await? takes your plan and turns it into running\\nvalidator processes. The deploy step waits for nodes to be ready before returning\\na Runner. runner.run(&mut plan).await? executes the scenario: starts workloads (none\\nin this case), observes block progression, evaluates expectations, and cleans up.\\nReturns a RunHandle on success, or a ScenarioError if expectations failed. Run this test with cargo test test_consensus_liveness and you’ll see: Validator processes starting up Nodes connecting to each other Blocks being produced Expectations evaluating Cleanup happening Congratulations! You’ve written your first integration test.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Your First Scenario: Consensus Liveness","id":"53","title":"Your First Scenario: Consensus Liveness"},"54":{"body":"Consensus liveness is good, but most tests need to exercise system features\\nactively. Let’s add transaction traffic: #![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) // Need executor for txs .wallets(10) // Seed 10 wallet accounts .transactions() .rate(5) // 5 txs per block .users(5) // Use 5 of the wallets .apply() .expect_consensus_liveness() // Still check 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} } Notice the changes: with_node_counts(2, 1) now includes an executor. Transactions need to be\\nsubmitted somewhere, and executors handle transaction submission (validators\\nonly validate). .wallets(10) seeds 10 wallet accounts that workloads can use. This must\\ncome before the transaction workload. .transactions().rate(5).users(5).apply() adds a transaction workload that\\nsubmits 5 transactions per block, rotating through 5 wallet users. The .apply()\\ncall finalizes the workload and adds it to the scenario. Why the nested builder pattern? Because workloads have their own configuration.\\nThe transaction workload lets you tune rate and users. We’re setting both explicitly. The transaction workload includes a default expectation. You didn’t see .expect_transaction_inclusion() because the transactions workload adds it\\nautomatically. It makes sense—if you’re submitting transactions, you probably\\nwant to verify they get included.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Adding Traffic: Transaction Workload","id":"54","title":"Adding Traffic: Transaction Workload"},"55":{"body":"So far we’ve used simple node counts and accepted defaults. Let’s see how to\\ncustomize topology: #![allow(unused)] fn main() {\\nlet mut plan = ScenarioBuilder::with_node_counts(5, 2) .topology() .network_mesh() // All nodes connected .validators(5) .executors(2) .apply() .wallets(20) .transactions() .rate(10) .users(10) .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build(); } .network_mesh() means every node connects to every other node. The\\ndefault is .network_star(), where nodes connect through a central hub. Mesh\\nis more realistic for small clusters and exercises peer-to-peer networking more\\nthoroughly. The topology builder has other configuration methods for network layout and DA\\nparameters, but for most tests the defaults work fine.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Configuring Topology","id":"55","title":"Configuring Topology"},"56":{"body":"Real systems have multiple concurrent activities. Let’s test consensus under\\nboth transaction load and DA traffic: #![allow(unused)] fn main() {\\nlet mut plan = ScenarioBuilder::with_node_counts(3, 2) .wallets(20) .transactions() .rate(10) .users(10) .apply() .da() .channel_rate(2) // DA channels per block .blob_rate(1) // Blobs per channel .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(120)) .build(); } Both workloads run concurrently during the 120-second window. This tests\\nwhether the system can handle multiple traffic types simultaneously—a more\\nrealistic scenario than isolated workload tests.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Combining Multiple Workloads","id":"56","title":"Combining Multiple Workloads"},"57":{"body":"What happens if nodes restart during operation? Let’s find out: #![allow(unused)] fn main() {\\nlet mut plan = ScenarioBuilder::with_node_counts(4, 1) .enable_node_control() // Required for chaos .wallets(10) .transactions() .rate(5) .users(5) .apply() .chaos() .restart() // Random node restarts .min_delay(Duration::from_secs(10)) // Min time between restarts .max_delay(Duration::from_secs(20)) // Max time between restarts .target_cooldown(Duration::from_secs(30)) // Cooldown per node .apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(90)) .build(); } .enable_node_control() is required before using chaos workloads. It changes\\nthe scenario’s capability type to support node lifecycle operations. The chaos workload restarts random nodes with delays between 10-20 seconds,\\nand won’t restart the same node within 30 seconds (target_cooldown). This tests\\nwhether consensus can tolerate node churn and whether transaction submission\\nrecovers gracefully. Consensus liveness expectations account for controlled restarts—they know nodes\\nwere down intentionally and won’t fail the test unless liveness breaks unexpectedly.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Testing Resilience: Chaos Workloads","id":"57","title":"Testing Resilience: Chaos Workloads"},"58":{"body":"How long should scenarios run? Here’s a rule of thumb: For basic liveness: 30-60 seconds. Enough to see several epochs of blocks\\nand detect obvious failures. For workload-driven tests: 60-120 seconds. Enough for workloads to generate\\nmeaningful traffic and for expectations to have data to evaluate. For chaos/resilience: 90-180 seconds. Enough for multiple chaos events to\\nhappen and for the system to recover between them. For long-running stability: 300+ seconds. Useful for stress testing and\\nfinding subtle timing bugs, but too slow for typical CI runs. You can also think in terms of expected blocks. With a 2-second slot duration,\\n60 seconds means ~30 blocks. That’s enough to validate consensus but not so\\nmany that log volume becomes unwieldy.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Choosing Run Duration","id":"58","title":"Choosing Run Duration"},"59":{"body":"We’ve been using LocalDeployer for all examples. When should you use others? Use LocalDeployer when: You’re developing a new test and want fast iteration You’re debugging a failure and want easy access to logs You’re on a laptop with limited resources Use ComposeRunner when: You want isolation between test runs You’re in CI and need reproducible environments You want to test network partitions or container-specific behaviors Use K8sRunner when: You need production-like deployment You’re testing Kubernetes-specific integration You’re running large-scale scenarios that don’t fit on one machine The beauty of the framework is that you change one line—the runner\\ninstantiation—and everything else stays the same.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Choosing a Runner","id":"59","title":"Choosing a Runner"},"6":{"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":"6","title":"Part I — Foundations"},"60":{"body":"As you write more scenarios, keep these practices in mind: Start simple. Don’t add chaos workloads to your first test. Get basic\\nliveness working, then add complexity. One concept per test. Test transaction inclusion separately from DA blob\\ndispersal. Tests that try to verify too many things simultaneously are hard to\\ndebug when they fail. Meaningful names. Call your test test_consensus_survives_single_node_restart,\\nnot test_scenario_5. Future you (and your teammates) will thank you. Document assumptions. If a test needs specific timing or topology, comment\\nwhy. “We use 4 validators here because 3 would give false positives under this\\nchaos pattern.” Keep durations reasonable. Long tests are thorough but slow CI down. Find\\nthe minimum duration that reliably catches bugs.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » Best Practices","id":"60","title":"Best Practices"},"61":{"body":"You now know how to author scenarios from simple consensus checks to complex\\nmulti-workload tests. The next chapter, Examples, shows a collection of\\ncomplete scenarios you can learn from and adapt to your needs. If you want to dive deep into what workloads and expectations are available,\\nskip ahead to the Workloads chapter. If you want to understand running scenarios\\nin different environments, check out the Runners and Running Scenarios chapters.","breadcrumbs":"Part II — User Guide » Authoring Scenarios » What’s Next","id":"61","title":"What’s Next"},"62":{"body":"Workloads are what make scenarios interesting. Without workloads, you’re just\\nstarting nodes and watching them idle. Workloads generate traffic, create load,\\nintroduce chaos—they’re what actually exercises the system under test. This chapter is your complete reference to available workloads and expectations,\\nhow to configure them, and when to use each one.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Workloads and Expectations","id":"62","title":"Workloads and Expectations"},"63":{"body":"A workload is an async task that runs during your scenario’s configured\\nduration. It does something actively: Submits transactions Disperses DA blobs Restarts nodes randomly Generates network traffic Workloads implement the Workload trait, which has one key method: #![allow(unused)] fn main() {\\nasync fn execute(&self, ctx: &RunContext) -> Result<()>; } The RunContext gives workloads everything they need: API clients for nodes,\\nblock feeds for tracking progress, and shared state for coordination. Workloads\\nrun until cancelled (when the scenario’s duration expires) or until they\\ncomplete naturally. Most importantly, workloads don’t manage their own timing or cleanup—the\\nframework handles that. Your workload just focuses on generating the right\\ntraffic.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Understanding Workloads","id":"63","title":"Understanding Workloads"},"64":{"body":"The transaction workload submits user transactions at a configured rate. It’s\\none of the most commonly used workloads because most tests need to verify that\\ntransactions get processed correctly.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Transaction Workload","id":"64","title":"Transaction Workload"},"65":{"body":"#![allow(unused)] fn main() {\\n.wallets(20) // Seed wallet accounts first\\n.transactions() .rate(10) // Transactions per block .users(10) // Use 10 wallet users .apply() } This submits 10 transactions per block using 10 distinct wallet users.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Basic Usage","id":"65","title":"Basic Usage"},"66":{"body":"Rate ( rate(n)): How many transactions per block to submit. #![allow(unused)] fn main() {\\n.transactions().rate(20).users(10).apply() // High load\\n.transactions().rate(1).users(5).apply() // Light load } Users ( users(n)): How many distinct wallet addresses to use. #![allow(unused)] fn main() {\\n.transactions().rate(10).users(50).apply() // More wallet diversity } More users means more diverse nonces and addresses, which exercises mempool\\ndeduplication more thoroughly. Note: You must call .wallets(n) on the scenario builder before adding\\ntransaction workloads to seed the wallet accounts.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Configuration Options","id":"66","title":"Configuration Options"},"67":{"body":"Under the hood, the transaction workload: Seeds wallets during scenario build (the topology includes seeded accounts) Connects to executor nodes (only executors accept transaction submission) Submits transactions at the configured rate, rotating through available actors Tracks which transactions were submitted (for inclusion expectations) Handles failures gracefully (if a node is restarting, retries later)","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » What It Does","id":"67","title":"What It Does"},"68":{"body":"The transaction workload automatically adds a TransactionInclusion expectation\\nthat verifies submitted transactions appear in blocks. You don’t need to add\\nthis manually—it happens when you call .apply().","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Default Expectation","id":"68","title":"Default Expectation"},"69":{"body":"Use the transaction workload when you’re testing: Transaction processing and inclusion Mempool behavior under load Block packing efficiency System behavior with user traffic","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » When to Use It","id":"69","title":"When to Use It"},"7":{"body":"Welcome to the Nomos Testing Framework! This book will teach you how to write\\nintegration tests for Nomos that actually catch the bugs that matter. If you’ve worked on distributed systems, you know the frustration: unit tests\\npass, but in production, nodes lose sync, blocks stop flowing, or data\\navailability fails under load. These problems only show up when multiple nodes\\ninteract over real networks with real timing constraints. That’s what this\\nframework is for. We built this framework to solve a specific problem: testing Nomos thoroughly\\nwithout the pain of manual multi-node orchestration. You describe what cluster\\nyou want, what traffic to generate, and what success looks like—the framework\\nhandles deployment, coordination, and cleanup across local, Docker, and\\nKubernetes environments.","breadcrumbs":"Part I — Foundations » Introduction » Introduction","id":"7","title":"Introduction"},"70":{"body":"The DA workload exercises the data availability subsystem by dispersing channels\\nand blobs to the DA network.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » DA Workload","id":"70","title":"DA Workload"},"71":{"body":"#![allow(unused)] fn main() {\\n.da() .channel_rate(2) // Channels per block .blob_rate(1) // Blobs per channel .apply() }","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Basic Usage","id":"71","title":"Basic Usage"},"72":{"body":"Channel Rate ( channel_rate(n)): How many channels per block to create. #![allow(unused)] fn main() {\\n.da().channel_rate(5).blob_rate(1).apply() // More channels } Blob Rate ( blob_rate(n)): How many blobs per channel. #![allow(unused)] fn main() {\\n.da().channel_rate(2).blob_rate(2).apply() // More blobs per channel } Note: Blob sizes are randomized internally (1-8 chunks of 31 bytes each). There\\nis no public API to configure blob size.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Configuration Options","id":"72","title":"Configuration Options"},"73":{"body":"Use the DA workload when testing: DA dispersal and sampling logic Interaction between DA and consensus System behavior under DA load","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » When to Use It","id":"73","title":"When to Use It"},"74":{"body":"The chaos workload introduces controlled disruptions to test system resilience\\nby randomly restarting nodes.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Chaos Workload","id":"74","title":"Chaos Workload"},"75":{"body":"#![allow(unused)] fn main() {\\n.enable_node_control() // Required first\\n.chaos() .restart() // Random node restarts .min_delay(Duration::from_secs(15)) .max_delay(Duration::from_secs(25)) .target_cooldown(Duration::from_secs(45)) .apply() }","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Basic Usage","id":"75","title":"Basic Usage"},"76":{"body":"Min Delay ( min_delay(duration)): Minimum time between restart operations. Max Delay ( max_delay(duration)): Maximum time between restart operations. Target Cooldown ( target_cooldown(duration)): Minimum time before restarting\\nthe same node again. #![allow(unused)] fn main() {\\n.chaos() .restart() .min_delay(Duration::from_secs(10)) // More aggressive .max_delay(Duration::from_secs(20)) .target_cooldown(Duration::from_secs(30)) .apply() } Include Validators ( include_validators(bool)): Whether to restart validators.\\nDefault is true. Include Executors ( include_executors(bool)): Whether to restart executors.\\nDefault is true.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Configuration Options","id":"76","title":"Configuration Options"},"77":{"body":"The chaos workload requires enabling node control capability: #![allow(unused)] fn main() {\\nlet mut plan = ScenarioBuilder::with_node_counts(4, 1) .enable_node_control() // Enable control operations .chaos().restart() .min_delay(Duration::from_secs(15)) .max_delay(Duration::from_secs(25)) .target_cooldown(Duration::from_secs(45)) .apply() .build(); } If you forget .enable_node_control(), the scenario will fail at build time.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Requirements","id":"77","title":"Requirements"},"78":{"body":"Use chaos workloads when testing: Resilience to node failures Recovery logic and timing Consensus liveness under churn Important: Use enough nodes to tolerate failures. With 4+ validators,\\nconsensus can tolerate one node being down. With fewer nodes, restarts may\\nbreak consensus.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » When to Use It","id":"78","title":"When to Use It"},"79":{"body":"You can run multiple workloads concurrently: #![allow(unused)] fn main() {\\n.transactions().rate(10).apply()\\n.da_blobs().rate(2).size(512_000).apply()\\n.chaos().restart().interval(Duration::from_secs(30)).apply() } All three workloads run simultaneously during the scenario duration. This tests\\nrealistic scenarios where the system handles multiple traffic types while\\nrecovering from disruptions.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Combining Workloads","id":"79","title":"Combining Workloads"},"8":{"body":"This book assumes you’re familiar with Rust and have some experience with\\ndistributed systems or blockchain protocols. You don’t need to be a Nomos\\nexpert—we’ll explain the architecture pieces you need to know—but you should be\\ncomfortable reading Rust code and running integration tests. Whether you’re a protocol engineer validating consensus changes, an\\ninfrastructure operator stress-testing deployment configurations, or a QA\\nengineer building a test suite, this book will show you how to write reliable,\\nportable multi-node tests.","breadcrumbs":"Part I — Foundations » Introduction » Who This Book Is For","id":"8","title":"Who This Book Is For"},"80":{"body":"Expectations are the “assertions” of the testing framework, but they work\\ndifferently than typical test assertions. Instead of checking conditions inline\\nduring test execution, expectations evaluate after workloads complete. This design lets expectations aggregate over the entire run and make nuanced\\njudgments about system behavior.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Understanding Expectations","id":"80","title":"Understanding Expectations"},"81":{"body":"The consensus liveness expectation verifies that blocks progressed at the\\nexpected rate throughout the test.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Consensus Liveness Expectation","id":"81","title":"Consensus Liveness Expectation"},"82":{"body":"#![allow(unused)] fn main() {\\n.expect_consensus_liveness() } No configuration needed—it uses the topology’s slot duration and the scenario’s\\nrun duration to calculate expected blocks.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Usage","id":"82","title":"Usage"},"83":{"body":"Did blocks progress during the run window? Was the progression rate reasonable (accounting for startup and cooldown)? Were there unexpected stalls (no blocks for extended periods)? If chaos workload was active, did consensus recover after restarts?","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » What It Checks","id":"83","title":"What It Checks"},"84":{"body":"The expectation captures a baseline block height before workloads start, then\\nevaluates final block height after workloads finish. It also tracks block\\nprogression during the run to detect stalls.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » When It Runs","id":"84","title":"When It Runs"},"85":{"body":"The expectation fails if: No blocks were produced during the run Block rate was significantly below expected (e.g., < 50% of target) There were stalls longer than expected slot duration * 3 Final block height is less than initial + minimum expected blocks","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Failure Modes","id":"85","title":"Failure Modes"},"86":{"body":"This expectation verifies that submitted transactions appeared in blocks.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Transaction Inclusion Expectation","id":"86","title":"Transaction Inclusion Expectation"},"87":{"body":"You don’t typically add this manually—the transaction workload includes it\\nautomatically: #![allow(unused)] fn main() {\\n.transactions().rate(10).apply() // Includes inclusion expectation }","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Usage","id":"87","title":"Usage"},"88":{"body":"How many transactions were submitted? How many appeared in blocks? Is the inclusion rate above threshold (default 95%)?","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » What It Checks","id":"88","title":"What It Checks"},"89":{"body":"The expectation fails if: Inclusion rate is below threshold (< 95% by default) Zero transactions were included despite submissions Transactions took too long to appear (timeout exceeded) You can adjust the threshold if needed: #![allow(unused)] fn main() {\\n.expect_transaction_inclusion() .threshold(0.90) // Accept 90% inclusion }","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Failure Modes","id":"89","title":"Failure Modes"},"9":{"body":"The book is organized into four parts: Part I: Foundations gives you the mental model. We’ll walk through the\\narchitecture, explain why the framework makes certain design choices, and show\\nyou how scenarios execute from start to finish. If you’re new to the framework,\\nstart here. Part II: User Guide is where you’ll spend most of your time. We’ll show you\\nhow to write scenarios, combine workloads, set up your environment, and run\\ntests across different backends. Jump here if you want to get something running\\nquickly and learn by doing. Part III: Developer Reference goes deep into the internals. You’ll learn\\nhow to extend the framework with custom workloads, new expectations, or even\\nnew deployment backends. Read this when you need to add capabilities the\\nframework doesn’t provide yet. Part IV: Appendix collects quick references, troubleshooting guides, and\\nanswers to common questions. Keep this handy when you’re debugging test\\nfailures or can’t remember the exact syntax. You don’t need to read this book front to back. If you already understand the\\nconcepts and just want examples, jump straight to the Examples chapter. If you\\nprefer to understand the “why” before the “how”, read Part I first. This book\\nis designed to support both approaches. Let’s get started!","breadcrumbs":"Part I — Foundations » Introduction » How to Use This Book","id":"9","title":"How to Use This Book"},"90":{"body":"The DA liveness expectation verifies the DA subsystem remained operational.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » DA Liveness Expectation","id":"90","title":"DA Liveness Expectation"},"91":{"body":"#![allow(unused)] fn main() {\\n.expect_da_liveness() } Or implicitly through the DA blob workload: #![allow(unused)] fn main() {\\n.da_blobs().rate(2).apply() // Includes DA liveness expectation }","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Usage","id":"91","title":"Usage"},"92":{"body":"Were dispersed blobs successfully published? Could validators sample the data? Did DA operations complete within reasonable time?","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » What It Checks","id":"92","title":"What It Checks"},"93":{"body":"DA dispersal API returned errors consistently Sampling failed repeatedly DA became unavailable during the run","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Failure Modes","id":"93","title":"Failure Modes"},"94":{"body":"If built-in expectations don’t cover your needs, you can write custom ones.\\nSee the Extending the Framework chapter for details.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » Writing Custom Expectations","id":"94","title":"Writing Custom Expectations"},"95":{"body":"You now have a complete reference to workloads and expectations. The next\\nchapters cover operations (how to set up environments) and runners (how to\\ndeploy scenarios to different backends). If you want to write custom workloads or expectations, skip ahead to Part III:\\nDeveloper Reference.","breadcrumbs":"Part II — User Guide » Core Content: Workloads & Expectations » What’s Next","id":"95","title":"What’s Next"},"96":{"body":"The scenario builder API is designed to be fluent and readable. This chapter\\ncollects patterns and best practices for building clear, maintainable scenarios.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Scenario Builder Patterns","id":"96","title":"Scenario Builder Patterns"},"97":{"body":"The scenario builder uses a fluent API where each method returns self,\\nallowing method chaining: #![allow(unused)] fn main() {\\nlet plan = ScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() .expect_consensus_liveness() .with_run_duration(Duration::from_secs(60)) .build(); } This reads top-to-bottom: start with topology, add workloads, add expectations,\\nset duration, build the plan.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Builder Pattern Basics","id":"97","title":"Builder Pattern Basics"},"98":{"body":"Always start by defining your topology. This sets the foundation for everything\\nelse: #![allow(unused)] fn main() {\\n// Good: topology first\\nScenarioBuilder::with_node_counts(3, 1) .transactions().rate(10).apply() // Also good: custom topology\\nScenarioBuilder::new() .with_topology( TopologyBuilder::with_node_counts(5, 2) .with_network_layout(NetworkLayout::Mesh) .build() ) .transactions().rate(10).apply() } Topology determines what workloads make sense. You can’t add transaction\\nworkloads without executors, so declaring topology first makes this obvious.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Topology First","id":"98","title":"Pattern: Topology First"},"99":{"body":"Workload builders nest within the scenario builder: #![allow(unused)] fn main() {\\nScenarioBuilder::with_node_counts(3, 2) .wallets(20) .transactions() // Enter transaction workload builder .rate(10) // Configure transaction workload .users(10) .apply() // Exit back to scenario builder .da() // Enter DA workload builder .channel_rate(2) .blob_rate(1) .apply() // Exit back to scenario builder } The .apply() call is crucial—it finalizes the workload and returns to the\\nscenario builder. If you forget .apply(), you’ll get a type error.","breadcrumbs":"Part II — User Guide » Core Content: ScenarioBuilderExt Patterns » Pattern: Workload Chains","id":"99","title":"Pattern: Workload 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