Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'

vendor/ruvector/crates/ruvector-domain-expansion-wasm/Cargo.toml

@@ -0,0 +1,41 @@
+[package]
+name = "ruvector-domain-expansion-wasm"
+version = "0.1.0"
+edition = "2021"
+description = "WASM bindings for the domain expansion cross-domain transfer learning engine"
+license = "MIT OR Apache-2.0"
+repository = "https://github.com/ruvnet/ruvector"
+homepage = "https://ruv.io"
+authors = ["rUv <ruvnet@users.noreply.github.com>"]
+keywords = ["wasm", "transfer-learning", "domain-expansion", "generalization"]
+categories = ["wasm", "algorithms", "science"]
+rust-version = "1.70"
+
+[features]
+default = ["rvf"]
+rvf = ["ruvector-domain-expansion/rvf"]
+
+[lib]
+crate-type = ["cdylib", "rlib"]
+
+[dependencies]
+ruvector-domain-expansion = { version = "2.0", path = "../ruvector-domain-expansion" }
+wasm-bindgen = "0.2"
+js-sys = "0.3"
+serde = { version = "1.0", features = ["derive"] }
+serde-wasm-bindgen = "0.6"
+serde_json = "1.0"
+rand = "0.8"
+
+[dev-dependencies]
+wasm-bindgen-test = "0.3"
+
+[profile.release]
+opt-level = "z"
+lto = true
+codegen-units = 1
+panic = "abort"
+strip = true
+
+[package.metadata.wasm-pack.profile.release]
+wasm-opt = false

vendor/ruvector/crates/ruvector-domain-expansion-wasm/src/lib.rs

@@ -0,0 +1,503 @@
+//! WASM bindings for the Domain Expansion Engine.
+//!
+//! Provides JavaScript-accessible interfaces for cross-domain transfer learning,
+//! Meta Thompson Sampling, PolicyKernel population search, and the acceleration
+//! scoreboard. All domain operations run at native speed in the browser/edge.
+//!
+//! With the `rvf` feature (default), includes RVF segment serialization for
+//! packaging transfer priors, policy kernels, and cost curves into the
+//! RuVector Format wire protocol.
+
+use ruvector_domain_expansion::{
+    AccelerationScoreboard, ArmId, ContextBucket, CostCurve, DomainExpansionEngine, DomainId,
+    Evaluation, MetaThompsonEngine, PopulationSearch, Solution, Task,
+};
+use wasm_bindgen::prelude::*;
+
+// ─── Engine ──────────────────────────────────────────────────────────────────
+
+/// WASM-exported domain expansion engine.
+#[wasm_bindgen]
+pub struct WasmDomainExpansionEngine {
+    inner: DomainExpansionEngine,
+}
+
+#[wasm_bindgen]
+impl WasmDomainExpansionEngine {
+    /// Create a new domain expansion engine with 3 core domains.
+    #[wasm_bindgen(constructor)]
+    pub fn new() -> Self {
+        Self {
+            inner: DomainExpansionEngine::new(),
+        }
+    }
+
+    /// Get registered domain IDs as JSON array.
+    #[wasm_bindgen(js_name = domainIds)]
+    pub fn domain_ids(&self) -> JsValue {
+        let ids: Vec<String> = self.inner.domain_ids().into_iter().map(|d| d.0).collect();
+        serde_wasm_bindgen::to_value(&ids).unwrap_or(JsValue::NULL)
+    }
+
+    /// Generate tasks for a domain. Returns JSON array of tasks.
+    #[wasm_bindgen(js_name = generateTasks)]
+    pub fn generate_tasks(&self, domain_id: &str, count: usize, difficulty: f32) -> JsValue {
+        let id = DomainId(domain_id.to_string());
+        let tasks = self.inner.generate_tasks(&id, count, difficulty);
+        serde_wasm_bindgen::to_value(&tasks).unwrap_or(JsValue::NULL)
+    }
+
+    /// Generate holdout tasks for all domains.
+    #[wasm_bindgen(js_name = generateHoldouts)]
+    pub fn generate_holdouts(&mut self, tasks_per_domain: usize, difficulty: f32) {
+        self.inner.generate_holdouts(tasks_per_domain, difficulty);
+    }
+
+    /// Evaluate a solution (JSON). Returns evaluation JSON.
+    #[wasm_bindgen(js_name = evaluateAndRecord)]
+    pub fn evaluate_and_record(
+        &mut self,
+        domain_id: &str,
+        task_json: &str,
+        solution_json: &str,
+        difficulty_tier: &str,
+        category: &str,
+        arm: &str,
+    ) -> JsValue {
+        let task: Task = match serde_json::from_str(task_json) {
+            Ok(t) => t,
+            Err(_) => return JsValue::NULL,
+        };
+        let solution: Solution = match serde_json::from_str(solution_json) {
+            Ok(s) => s,
+            Err(_) => return JsValue::NULL,
+        };
+
+        let bucket = ContextBucket {
+            difficulty_tier: difficulty_tier.to_string(),
+            category: category.to_string(),
+        };
+
+        let eval = self.inner.evaluate_and_record(
+            &DomainId(domain_id.to_string()),
+            &task,
+            &solution,
+            bucket,
+            ArmId(arm.to_string()),
+        );
+
+        serde_wasm_bindgen::to_value(&eval).unwrap_or(JsValue::NULL)
+    }
+
+    /// Select the best arm for a context using Thompson Sampling.
+    #[wasm_bindgen(js_name = selectArm)]
+    pub fn select_arm(
+        &self,
+        domain_id: &str,
+        difficulty_tier: &str,
+        category: &str,
+    ) -> Option<String> {
+        let bucket = ContextBucket {
+            difficulty_tier: difficulty_tier.to_string(),
+            category: category.to_string(),
+        };
+        self.inner
+            .select_arm(&DomainId(domain_id.to_string()), &bucket)
+            .map(|a| a.0)
+    }
+
+    /// Check if speculation should be triggered.
+    #[wasm_bindgen(js_name = shouldSpeculate)]
+    pub fn should_speculate(&self, domain_id: &str, difficulty_tier: &str, category: &str) -> bool {
+        let bucket = ContextBucket {
+            difficulty_tier: difficulty_tier.to_string(),
+            category: category.to_string(),
+        };
+        self.inner
+            .should_speculate(&DomainId(domain_id.to_string()), &bucket)
+    }
+
+    /// Initiate transfer from source to target domain.
+    #[wasm_bindgen(js_name = initiateTransfer)]
+    pub fn initiate_transfer(&mut self, source: &str, target: &str) {
+        self.inner
+            .initiate_transfer(&DomainId(source.to_string()), &DomainId(target.to_string()));
+    }
+
+    /// Verify a transfer delta. Returns verification JSON.
+    #[wasm_bindgen(js_name = verifyTransfer)]
+    pub fn verify_transfer(
+        &self,
+        source: &str,
+        target: &str,
+        source_before: f32,
+        source_after: f32,
+        target_before: f32,
+        target_after: f32,
+        baseline_cycles: u64,
+        transfer_cycles: u64,
+    ) -> JsValue {
+        let v = self.inner.verify_transfer(
+            &DomainId(source.to_string()),
+            &DomainId(target.to_string()),
+            source_before,
+            source_after,
+            target_before,
+            target_after,
+            baseline_cycles,
+            transfer_cycles,
+        );
+        serde_wasm_bindgen::to_value(&v).unwrap_or(JsValue::NULL)
+    }
+
+    /// Evaluate all policy kernels on holdout tasks.
+    #[wasm_bindgen(js_name = evaluatePopulation)]
+    pub fn evaluate_population(&mut self) {
+        self.inner.evaluate_population();
+    }
+
+    /// Evolve the policy kernel population.
+    #[wasm_bindgen(js_name = evolvePopulation)]
+    pub fn evolve_population(&mut self) {
+        self.inner.evolve_population();
+    }
+
+    /// Get population statistics as JSON.
+    #[wasm_bindgen(js_name = populationStats)]
+    pub fn population_stats(&self) -> JsValue {
+        let stats = self.inner.population_stats();
+        serde_wasm_bindgen::to_value(&stats).unwrap_or(JsValue::NULL)
+    }
+
+    /// Get the scoreboard summary as JSON.
+    #[wasm_bindgen(js_name = scoreboardSummary)]
+    pub fn scoreboard_summary(&self) -> JsValue {
+        let summary = self.inner.scoreboard_summary();
+        serde_wasm_bindgen::to_value(&summary).unwrap_or(JsValue::NULL)
+    }
+
+    /// Get the best policy kernel as JSON.
+    #[wasm_bindgen(js_name = bestKernel)]
+    pub fn best_kernel(&self) -> JsValue {
+        match self.inner.best_kernel() {
+            Some(k) => serde_wasm_bindgen::to_value(k).unwrap_or(JsValue::NULL),
+            None => JsValue::NULL,
+        }
+    }
+
+    /// Get counterexamples for a domain as JSON.
+    #[wasm_bindgen(js_name = counterexamples)]
+    pub fn counterexamples(&self, domain_id: &str) -> JsValue {
+        let examples = self.inner.counterexamples(&DomainId(domain_id.to_string()));
+        let serializable: Vec<(&Task, &Solution, &Evaluation)> =
+            examples.iter().map(|(t, s, e)| (t, s, e)).collect();
+        serde_wasm_bindgen::to_value(&serializable).unwrap_or(JsValue::NULL)
+    }
+}
+
+// ─── Standalone Thompson Sampling ────────────────────────────────────────────
+
+/// WASM-exported standalone Thompson Sampling engine.
+#[wasm_bindgen]
+pub struct WasmThompsonEngine {
+    inner: MetaThompsonEngine,
+}
+
+#[wasm_bindgen]
+impl WasmThompsonEngine {
+    /// Create a Thompson engine with the given arms.
+    #[wasm_bindgen(constructor)]
+    pub fn new(arms_json: &str) -> Self {
+        let arms: Vec<String> = serde_json::from_str(arms_json).unwrap_or_default();
+        Self {
+            inner: MetaThompsonEngine::new(arms),
+        }
+    }
+
+    /// Initialize a domain with uniform priors.
+    #[wasm_bindgen(js_name = initDomain)]
+    pub fn init_domain(&mut self, domain_id: &str) {
+        self.inner
+            .init_domain_uniform(DomainId(domain_id.to_string()));
+    }
+
+    /// Record an outcome.
+    #[wasm_bindgen(js_name = recordOutcome)]
+    pub fn record_outcome(
+        &mut self,
+        domain_id: &str,
+        difficulty_tier: &str,
+        category: &str,
+        arm: &str,
+        reward: f32,
+        cost: f32,
+    ) {
+        let bucket = ContextBucket {
+            difficulty_tier: difficulty_tier.to_string(),
+            category: category.to_string(),
+        };
+        self.inner.record_outcome(
+            &DomainId(domain_id.to_string()),
+            bucket,
+            ArmId(arm.to_string()),
+            reward,
+            cost,
+        );
+    }
+
+    /// Select the best arm.
+    #[wasm_bindgen(js_name = selectArm)]
+    pub fn select_arm(
+        &self,
+        domain_id: &str,
+        difficulty_tier: &str,
+        category: &str,
+    ) -> Option<String> {
+        let bucket = ContextBucket {
+            difficulty_tier: difficulty_tier.to_string(),
+            category: category.to_string(),
+        };
+        let mut rng = rand::thread_rng();
+        self.inner
+            .select_arm(&DomainId(domain_id.to_string()), &bucket, &mut rng)
+            .map(|a| a.0)
+    }
+
+    /// Extract transfer prior as JSON.
+    #[wasm_bindgen(js_name = extractPrior)]
+    pub fn extract_prior(&self, domain_id: &str) -> JsValue {
+        match self.inner.extract_prior(&DomainId(domain_id.to_string())) {
+            Some(prior) => serde_wasm_bindgen::to_value(&prior).unwrap_or(JsValue::NULL),
+            None => JsValue::NULL,
+        }
+    }
+}
+
+// ─── Population Search ───────────────────────────────────────────────────────
+
+/// WASM-exported population-based policy search.
+#[wasm_bindgen]
+pub struct WasmPopulationSearch {
+    inner: PopulationSearch,
+}
+
+#[wasm_bindgen]
+impl WasmPopulationSearch {
+    /// Create a new population search with given size.
+    #[wasm_bindgen(constructor)]
+    pub fn new(pop_size: usize) -> Self {
+        Self {
+            inner: PopulationSearch::new(pop_size),
+        }
+    }
+
+    /// Get current population size.
+    #[wasm_bindgen(js_name = populationSize)]
+    pub fn population_size(&self) -> usize {
+        self.inner.population().len()
+    }
+
+    /// Get current generation.
+    pub fn generation(&self) -> u32 {
+        self.inner.generation()
+    }
+
+    /// Evolve to next generation.
+    pub fn evolve(&mut self) {
+        self.inner.evolve();
+    }
+
+    /// Get stats as JSON.
+    pub fn stats(&self) -> JsValue {
+        let stats = self.inner.stats();
+        serde_wasm_bindgen::to_value(&stats).unwrap_or(JsValue::NULL)
+    }
+}
+
+// ─── Acceleration Scoreboard ─────────────────────────────────────────────────
+
+/// WASM-exported acceleration scoreboard.
+#[wasm_bindgen]
+pub struct WasmScoreboard {
+    inner: AccelerationScoreboard,
+}
+
+#[wasm_bindgen]
+impl WasmScoreboard {
+    /// Create a new scoreboard.
+    #[wasm_bindgen(constructor)]
+    pub fn new() -> Self {
+        Self {
+            inner: AccelerationScoreboard::new(),
+        }
+    }
+
+    /// Add a cost curve from JSON.
+    #[wasm_bindgen(js_name = addCurve)]
+    pub fn add_curve(&mut self, curve_json: &str) {
+        if let Ok(curve) = serde_json::from_str::<CostCurve>(curve_json) {
+            self.inner.add_curve(curve);
+        }
+    }
+
+    /// Compute acceleration between two domains.
+    #[wasm_bindgen(js_name = computeAcceleration)]
+    pub fn compute_acceleration(&mut self, baseline: &str, transfer: &str) -> JsValue {
+        match self.inner.compute_acceleration(
+            &DomainId(baseline.to_string()),
+            &DomainId(transfer.to_string()),
+        ) {
+            Some(entry) => serde_wasm_bindgen::to_value(&entry).unwrap_or(JsValue::NULL),
+            None => JsValue::NULL,
+        }
+    }
+
+    /// Check if progressive acceleration holds.
+    #[wasm_bindgen(js_name = progressiveAcceleration)]
+    pub fn progressive_acceleration(&self) -> bool {
+        self.inner.progressive_acceleration()
+    }
+
+    /// Get full summary as JSON.
+    pub fn summary(&self) -> JsValue {
+        let s = self.inner.summary();
+        serde_wasm_bindgen::to_value(&s).unwrap_or(JsValue::NULL)
+    }
+}
+
+// ─── RVF Bridge Exports ─────────────────────────────────────────────────────
+
+/// WASM-exported RVF bridge for segment serialization and witness chains.
+///
+/// Enables packaging domain expansion artifacts into RVF wire format
+/// for embedding in RVF files and AGI containers.
+#[cfg(feature = "rvf")]
+#[wasm_bindgen]
+pub struct WasmRvfBridge;
+
+#[cfg(feature = "rvf")]
+#[wasm_bindgen]
+impl WasmRvfBridge {
+    /// Create a new RVF bridge instance.
+    #[wasm_bindgen(constructor)]
+    pub fn new() -> Self {
+        Self
+    }
+
+    /// Serialize a TransferPrior (JSON) into an RVF TRANSFER_PRIOR segment.
+    /// Returns the raw segment bytes.
+    #[wasm_bindgen(js_name = transferPriorToSegment)]
+    pub fn transfer_prior_to_segment(
+        &self,
+        prior_json: &str,
+        segment_id: u64,
+    ) -> Result<Vec<u8>, JsValue> {
+        let prior: ruvector_domain_expansion::TransferPrior = serde_json::from_str(prior_json)
+            .map_err(|e| JsValue::from_str(&format!("JSON parse error: {e}")))?;
+        Ok(ruvector_domain_expansion::rvf_bridge::transfer_prior_to_segment(&prior, segment_id))
+    }
+
+    /// Deserialize a TransferPrior from RVF segment bytes. Returns JSON.
+    #[wasm_bindgen(js_name = transferPriorFromSegment)]
+    pub fn transfer_prior_from_segment(&self, data: &[u8]) -> Result<String, JsValue> {
+        let prior = ruvector_domain_expansion::rvf_bridge::transfer_prior_from_segment(data)
+            .map_err(|e| JsValue::from_str(&format!("RVF decode error: {e}")))?;
+        serde_json::to_string(&prior)
+            .map_err(|e| JsValue::from_str(&format!("JSON serialize error: {e}")))
+    }
+
+    /// Serialize a PolicyKernel (JSON) into an RVF POLICY_KERNEL segment.
+    #[wasm_bindgen(js_name = policyKernelToSegment)]
+    pub fn policy_kernel_to_segment(
+        &self,
+        kernel_json: &str,
+        segment_id: u64,
+    ) -> Result<Vec<u8>, JsValue> {
+        let kernel: ruvector_domain_expansion::PolicyKernel = serde_json::from_str(kernel_json)
+            .map_err(|e| JsValue::from_str(&format!("JSON parse error: {e}")))?;
+        Ok(ruvector_domain_expansion::rvf_bridge::policy_kernel_to_segment(&kernel, segment_id))
+    }
+
+    /// Serialize a CostCurve (JSON) into an RVF COST_CURVE segment.
+    #[wasm_bindgen(js_name = costCurveToSegment)]
+    pub fn cost_curve_to_segment(
+        &self,
+        curve_json: &str,
+        segment_id: u64,
+    ) -> Result<Vec<u8>, JsValue> {
+        let curve: ruvector_domain_expansion::CostCurve = serde_json::from_str(curve_json)
+            .map_err(|e| JsValue::from_str(&format!("JSON parse error: {e}")))?;
+        Ok(ruvector_domain_expansion::rvf_bridge::cost_curve_to_segment(&curve, segment_id))
+    }
+
+    /// Compute the SHAKE-256 witness hash for a TransferPrior.
+    /// Returns 32 bytes (hex-encoded string).
+    #[wasm_bindgen(js_name = computeWitnessHash)]
+    pub fn compute_witness_hash(&self, prior_json: &str) -> Result<String, JsValue> {
+        let prior: ruvector_domain_expansion::TransferPrior = serde_json::from_str(prior_json)
+            .map_err(|e| JsValue::from_str(&format!("JSON parse error: {e}")))?;
+        let hash = ruvector_domain_expansion::rvf_bridge::compute_transfer_witness_hash(&prior);
+        Ok(hash.iter().map(|b| format!("{b:02x}")).collect())
+    }
+
+    /// Assemble multiple domain expansion artifacts into a concatenated
+    /// RVF segment byte stream. Input: JSON object with `priors`, `kernels`,
+    /// `curves` arrays and `base_segment_id`.
+    #[wasm_bindgen(js_name = assembleSegments)]
+    pub fn assemble_segments(
+        &self,
+        priors_json: &str,
+        kernels_json: &str,
+        curves_json: &str,
+        base_segment_id: u64,
+    ) -> Result<Vec<u8>, JsValue> {
+        let priors: Vec<ruvector_domain_expansion::TransferPrior> =
+            serde_json::from_str(priors_json)
+                .map_err(|e| JsValue::from_str(&format!("priors parse error: {e}")))?;
+        let kernels: Vec<ruvector_domain_expansion::PolicyKernel> =
+            serde_json::from_str(kernels_json)
+                .map_err(|e| JsValue::from_str(&format!("kernels parse error: {e}")))?;
+        let curves: Vec<ruvector_domain_expansion::CostCurve> =
+            serde_json::from_str(curves_json)
+                .map_err(|e| JsValue::from_str(&format!("curves parse error: {e}")))?;
+
+        Ok(
+            ruvector_domain_expansion::rvf_bridge::assemble_domain_expansion_segments(
+                &priors,
+                &kernels,
+                &curves,
+                base_segment_id,
+            ),
+        )
+    }
+
+    /// Extract solver-compatible prior exchange data from a TransferPrior JSON.
+    /// Returns JSON array of SolverPriorExchange objects.
+    #[wasm_bindgen(js_name = extractSolverPriors)]
+    pub fn extract_solver_priors(
+        &self,
+        domain_id: &str,
+        prior_json: &str,
+    ) -> Result<String, JsValue> {
+        // Build a temporary Thompson engine with the prior
+        let prior: ruvector_domain_expansion::TransferPrior = serde_json::from_str(prior_json)
+            .map_err(|e| JsValue::from_str(&format!("JSON parse error: {e}")))?;
+
+        let arms: Vec<String> = prior
+            .bucket_priors
+            .values()
+            .flat_map(|arms| arms.keys().map(|a| a.0.clone()))
+            .collect::<std::collections::HashSet<_>>()
+            .into_iter()
+            .collect();
+
+        let mut engine = ruvector_domain_expansion::MetaThompsonEngine::new(arms);
+        let domain = DomainId(domain_id.to_string());
+        engine.init_domain_with_transfer(domain.clone(), &prior);
+
+        let exchanges =
+            ruvector_domain_expansion::rvf_bridge::extract_solver_priors(&engine, &domain);
+        serde_json::to_string(&exchanges)
+            .map_err(|e| JsValue::from_str(&format!("JSON serialize error: {e}")))
+    }
+}