Added some crazy AI generated ideas, as a brainstorming exercise.
This commit is contained in:
18
crates/oracle-demo/Cargo.toml
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18
crates/oracle-demo/Cargo.toml
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@@ -0,0 +1,18 @@
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[package]
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name = "oracle-demo"
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version = "0.1.0"
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edition = "2021"
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[dependencies]
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serde = { version = "1.0", features = ["derive"] }
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serde_json = "1.0"
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tokio = { version = "1.35", features = ["full"] }
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async-trait = "0.1"
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anyhow = "1.0"
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rand = "0.8"
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chrono = "0.4"
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colored = "2.0"
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[[bin]]
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name = "oracle-demo"
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path = "src/main.rs"
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78
crates/oracle-demo/README.md
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78
crates/oracle-demo/README.md
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# BFT-CRDT Oracle Network Demo
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A live demonstration of a decentralized oracle network using Byzantine Fault Tolerant Conflict-free Replicated Data Types (BFT-CRDTs).
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## What This Demo Shows
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This demo simulates a network of 7 oracle nodes (5 honest, 2 Byzantine) that:
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- Submit price data independently without coordination
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- Handle network partitions gracefully
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- Filter out Byzantine manipulation attempts
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- Achieve consensus without a consensus protocol
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## Running the Demo
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From the root of the `bft-crdt-experiment` directory:
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```bash
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cargo run -p oracle-demo
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```
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## What You'll See
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The demo runs for 30 seconds and shows:
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1. **Real-time Price Submissions**: Each oracle submits ETH/USD prices every second
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2. **Network Partitions**: Every 10 seconds, the network splits and heals
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3. **Byzantine Behavior**: Two nodes attempt to manipulate prices (20% higher)
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4. **Aggregated Results**: Despite attacks, the network maintains accurate pricing
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## Key Observations
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- 🟢 **Honest nodes** submit prices around $2500 with small variance
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- 🔴 **Byzantine nodes** try to push prices to $3000
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- The **aggregated price** remains accurate (~$2500) due to outlier detection
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- Network partitions don't break the system - nodes sync when reconnected
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## How It Works
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1. **Independent Submissions**: Each oracle fetches prices and submits attestations
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2. **CRDT Propagation**: Nodes share attestations without needing agreement
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3. **Outlier Detection**: IQR (Interquartile Range) method filters manipulated prices
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4. **Weighted Aggregation**: Final price weighted by confidence and reputation
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## Example Output
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```
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📈 Current Network State:
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------------------------
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honest_1 sees: $2498.73 (confidence: 94%, sources: 6)
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honest_2 sees: $2499.15 (confidence: 94%, sources: 6)
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honest_3 sees: $2498.92 (confidence: 94%, sources: 6)
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honest_4 sees: $2499.31 (confidence: 94%, sources: 6)
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honest_5 sees: $2498.67 (confidence: 94%, sources: 6)
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byzantine_6 sees: $2499.02 (confidence: 94%, sources: 6)
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byzantine_7 sees: $2498.88 (confidence: 94%, sources: 6)
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📊 Network Consensus:
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Average: $2498.95
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Range: $2498.67 - $2499.31
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Max Deviation: 0.03%
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```
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## Why This Matters
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Traditional oracle networks require expensive consensus rounds for each price update. This demo shows how BFT-CRDTs enable:
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- **No Consensus Needed**: Oracles operate independently
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- **Byzantine Tolerance**: Malicious nodes can't corrupt the data
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- **High Frequency**: Updates every second vs every minute
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- **Lower Costs**: No consensus overhead
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## Learn More
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See the [full documentation](../../docs/use-case-2-oracle-networks.md) for:
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- Detailed architecture
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- Smart contract integration
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- Production deployment guide
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- Security analysis
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431
crates/oracle-demo/src/main.rs
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431
crates/oracle-demo/src/main.rs
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use colored::*;
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use rand::Rng;
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use std::collections::HashMap;
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use std::sync::{Arc, Mutex};
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use std::thread;
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use std::time::{Duration, Instant, SystemTime, UNIX_EPOCH};
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/// A simple demonstration of the BFT-CRDT Oracle Network
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/// Run with: cargo run -p oracle-demo
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// ============ Core Types ============
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#[derive(Debug, Clone, Hash, Eq, PartialEq)]
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struct OracleId(String);
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#[derive(Debug, Clone, Hash, Eq, PartialEq)]
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struct AssetPair(String);
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#[derive(Debug, Clone)]
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struct PriceAttestation {
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id: String,
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oracle_id: OracleId,
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asset_pair: AssetPair,
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price: f64,
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confidence: u8,
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timestamp: u64,
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}
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// ============ Simple CRDT ============
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#[derive(Clone)]
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struct OracleNetworkCRDT {
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attestations: HashMap<String, PriceAttestation>,
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oracle_scores: HashMap<OracleId, f64>,
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}
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impl OracleNetworkCRDT {
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fn new() -> Self {
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Self {
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attestations: HashMap::new(),
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oracle_scores: HashMap::new(),
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}
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}
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fn submit_attestation(&mut self, attestation: PriceAttestation) {
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self.attestations
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.insert(attestation.id.clone(), attestation.clone());
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// Update oracle reputation
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let score = self
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.oracle_scores
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.entry(attestation.oracle_id.clone())
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.or_insert(0.5);
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*score = (*score * 0.95) + 0.05;
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}
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fn merge(&mut self, other: &Self) {
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for (id, attestation) in &other.attestations {
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if !self.attestations.contains_key(id) {
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self.attestations.insert(id.clone(), attestation.clone());
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}
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}
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for (oracle_id, score) in &other.oracle_scores {
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self.oracle_scores.insert(oracle_id.clone(), *score);
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}
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}
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fn get_aggregate_price(
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&self,
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asset_pair: &AssetPair,
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max_age: u64,
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) -> Option<(f64, u8, usize)> {
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let now = timestamp();
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let min_time = now.saturating_sub(max_age);
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let mut prices = Vec::new();
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for attestation in self.attestations.values() {
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if attestation.asset_pair == *asset_pair && attestation.timestamp >= min_time {
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let weight = self
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.oracle_scores
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.get(&attestation.oracle_id)
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.unwrap_or(&0.5);
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prices.push((attestation.price, attestation.confidence, *weight));
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}
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}
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if prices.is_empty() {
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return None;
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}
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// Remove outliers
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prices.sort_by(|a, b| a.0.partial_cmp(&b.0).unwrap());
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if prices.len() > 4 {
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let q1 = prices[prices.len() / 4].0;
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let q3 = prices[3 * prices.len() / 4].0;
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let iqr = q3 - q1;
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let lower = q1 - iqr * 1.5;
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let upper = q3 + iqr * 1.5;
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prices.retain(|(price, _, _)| *price >= lower && *price <= upper);
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}
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// Calculate weighted average
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let mut total_weight = 0.0;
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let mut weighted_sum = 0.0;
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let mut confidence_sum = 0.0;
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for (price, confidence, weight) in &prices {
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let w = (*confidence as f64 / 100.0) * weight;
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weighted_sum += price * w;
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confidence_sum += *confidence as f64 * w;
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total_weight += w;
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}
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let avg_price = weighted_sum / total_weight;
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let avg_confidence = (confidence_sum / total_weight) as u8;
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Some((avg_price, avg_confidence, prices.len()))
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}
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}
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// ============ Oracle Node ============
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struct OracleNode {
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id: OracleId,
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crdt: Arc<Mutex<OracleNetworkCRDT>>,
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is_byzantine: bool,
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base_price: f64,
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}
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impl OracleNode {
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fn new(id: String, is_byzantine: bool) -> Self {
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Self {
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id: OracleId(id),
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crdt: Arc::new(Mutex::new(OracleNetworkCRDT::new())),
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is_byzantine,
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base_price: 2500.0,
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}
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}
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fn submit_price(&self) {
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let mut rng = rand::thread_rng();
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let price = if self.is_byzantine {
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self.base_price * 1.2 // Try to manipulate 20% higher
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} else {
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self.base_price * (1.0 + rng.gen_range(-0.01..0.01))
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};
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let attestation = PriceAttestation {
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id: format!("{}_{}", self.id.0, timestamp()),
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oracle_id: self.id.clone(),
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asset_pair: AssetPair("ETH/USD".to_string()),
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price,
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confidence: if self.is_byzantine { 50 } else { 95 },
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timestamp: timestamp(),
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};
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let mut crdt = self.crdt.lock().unwrap();
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crdt.submit_attestation(attestation);
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}
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}
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// ============ Network Simulator ============
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struct NetworkSimulator {
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nodes: Vec<Arc<OracleNode>>,
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partitioned: Arc<Mutex<bool>>,
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}
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impl NetworkSimulator {
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fn new() -> Self {
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let mut nodes = Vec::new();
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// Create 5 honest nodes
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for i in 1..=5 {
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nodes.push(Arc::new(OracleNode::new(format!("honest_{}", i), false)));
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}
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// Create 2 Byzantine nodes
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for i in 1..=2 {
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nodes.push(Arc::new(OracleNode::new(format!("byzantine_{}", i), true)));
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}
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Self {
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nodes,
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partitioned: Arc::new(Mutex::new(false)),
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}
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}
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fn run(&self, duration: Duration) {
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println!(
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"{}",
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"🚀 Starting BFT-CRDT Oracle Network Demo".cyan().bold()
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);
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println!("{}", "=========================================".cyan());
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println!("📊 Network: {} nodes ({} Byzantine)", self.nodes.len(), 2);
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println!("⏱️ Duration: {:?}\n", duration);
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let start = Instant::now();
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// Spawn oracle threads
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let handles: Vec<_> = self
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.nodes
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.iter()
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.map(|node| {
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let node_clone = Arc::clone(node);
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let start_clone = start.clone();
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thread::spawn(move || {
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while start_clone.elapsed() < duration {
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node_clone.submit_price();
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thread::sleep(Duration::from_millis(1000));
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}
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})
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})
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.collect();
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// Spawn network propagation thread
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let nodes_clone = self.nodes.clone();
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let partitioned_clone = Arc::clone(&self.partitioned);
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let start_clone = start.clone();
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let propagation_handle = thread::spawn(move || {
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while start_clone.elapsed() < duration {
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let is_partitioned = *partitioned_clone.lock().unwrap();
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// Propagate between nodes
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for i in 0..nodes_clone.len() {
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for j in 0..nodes_clone.len() {
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if i != j {
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// Skip if partitioned
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if is_partitioned && ((i < 3 && j >= 3) || (i >= 3 && j < 3)) {
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continue;
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}
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let crdt1 = nodes_clone[i].crdt.lock().unwrap();
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let mut crdt2 = nodes_clone[j].crdt.lock().unwrap();
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crdt2.merge(&*crdt1);
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}
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}
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}
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thread::sleep(Duration::from_millis(100));
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}
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});
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// Main monitoring loop
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let mut last_partition = Instant::now();
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while start.elapsed() < duration {
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thread::sleep(Duration::from_secs(2));
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// Print current state
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self.print_network_state();
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// Simulate network partition every 10 seconds
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if last_partition.elapsed() > Duration::from_secs(10) {
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let mut partitioned = self.partitioned.lock().unwrap();
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*partitioned = !*partitioned;
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if *partitioned {
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println!(
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"\n{}",
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"⚠️ NETWORK PARTITION ACTIVE - Nodes split into two groups"
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.yellow()
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.bold()
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);
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} else {
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println!(
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"\n{}",
|
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"✅ NETWORK PARTITION HEALED - All nodes can communicate"
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.green()
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.bold()
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);
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}
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last_partition = Instant::now();
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}
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}
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// Wait for threads
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for handle in handles {
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handle.join().unwrap();
|
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}
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propagation_handle.join().unwrap();
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|
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// Print final statistics
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self.print_final_stats();
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}
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|
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fn print_network_state(&self) {
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println!("\n{}", "📈 Current Network State:".white().bold());
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println!("{}", "------------------------".white());
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|
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// Get price from each node's perspective
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let mut prices = Vec::new();
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for node in &self.nodes {
|
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let crdt = node.crdt.lock().unwrap();
|
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if let Some((price, confidence, sources)) =
|
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crdt.get_aggregate_price(&AssetPair("ETH/USD".to_string()), 60)
|
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{
|
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prices.push((node.id.0.clone(), price, confidence, sources));
|
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let price_str = format!("${:.2}", price);
|
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let confidence_str = format!("{}%", confidence);
|
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|
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let line = if node.is_byzantine {
|
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format!(
|
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" {} sees: {} (confidence: {}, sources: {})",
|
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node.id.0.red(),
|
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price_str.red(),
|
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confidence_str.red(),
|
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sources
|
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)
|
||||
} else {
|
||||
format!(
|
||||
" {} sees: {} (confidence: {}, sources: {})",
|
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node.id.0.green(),
|
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price_str.green(),
|
||||
confidence_str.green(),
|
||||
sources
|
||||
)
|
||||
};
|
||||
println!("{}", line);
|
||||
}
|
||||
}
|
||||
|
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// Calculate network consensus
|
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if !prices.is_empty() {
|
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let avg_price: f64 =
|
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prices.iter().map(|(_, p, _, _)| *p).sum::<f64>() / prices.len() as f64;
|
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let min_price = prices
|
||||
.iter()
|
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.map(|(_, p, _, _)| *p)
|
||||
.fold(f64::INFINITY, |a, b| a.min(b));
|
||||
let max_price = prices
|
||||
.iter()
|
||||
.map(|(_, p, _, _)| *p)
|
||||
.fold(f64::NEG_INFINITY, |a, b| a.max(b));
|
||||
let deviation = ((max_price - min_price) / avg_price) * 100.0;
|
||||
|
||||
println!("\n{}", "📊 Network Consensus:".cyan().bold());
|
||||
println!(" Average: {}", format!("${:.2}", avg_price).cyan());
|
||||
println!(
|
||||
" Range: {} - {}",
|
||||
format!("${:.2}", min_price).cyan(),
|
||||
format!("${:.2}", max_price).cyan()
|
||||
);
|
||||
println!(" Max Deviation: {}", format!("{:.2}%", deviation).cyan());
|
||||
}
|
||||
}
|
||||
|
||||
fn print_final_stats(&self) {
|
||||
println!("\n\n{}", "🏁 Final Statistics".yellow().bold());
|
||||
println!("{}", "===================".yellow());
|
||||
|
||||
let mut total_attestations = 0;
|
||||
let mut oracle_stats = Vec::new();
|
||||
|
||||
for node in &self.nodes {
|
||||
let crdt = node.crdt.lock().unwrap();
|
||||
let node_attestations = crdt.attestations.len();
|
||||
total_attestations += node_attestations;
|
||||
|
||||
let score = crdt.oracle_scores.get(&node.id).unwrap_or(&0.5);
|
||||
oracle_stats.push((
|
||||
node.id.0.clone(),
|
||||
node_attestations,
|
||||
*score,
|
||||
node.is_byzantine,
|
||||
));
|
||||
}
|
||||
|
||||
println!("\n{}", "📈 Oracle Performance:".white().bold());
|
||||
for (id, attestations, score, is_byzantine) in oracle_stats {
|
||||
let icon = if is_byzantine { "🔴" } else { "🟢" };
|
||||
let line = format!(
|
||||
" {} {} - Attestations: {}, Reputation: {:.2}",
|
||||
icon, id, attestations, score
|
||||
);
|
||||
if is_byzantine {
|
||||
println!("{}", line.red());
|
||||
} else {
|
||||
println!("{}", line.green());
|
||||
}
|
||||
}
|
||||
|
||||
println!("\n{}", "📊 Network Totals:".cyan().bold());
|
||||
println!(" Total Attestations: {}", total_attestations);
|
||||
println!(
|
||||
" Attestations/second: {:.2}",
|
||||
total_attestations as f64 / 30.0
|
||||
);
|
||||
|
||||
// Show that Byzantine nodes were filtered out
|
||||
if let Some(node) = self.nodes.first() {
|
||||
let crdt = node.crdt.lock().unwrap();
|
||||
if let Some((price, confidence, _)) =
|
||||
crdt.get_aggregate_price(&AssetPair("ETH/USD".to_string()), 300)
|
||||
{
|
||||
println!("\n{}", "✅ Final Aggregated Price:".green().bold());
|
||||
println!(
|
||||
" {} (confidence: {}%)",
|
||||
format!("${:.2}", price).green().bold(),
|
||||
confidence
|
||||
);
|
||||
println!(" {}", "Despite Byzantine manipulation attempts!".green());
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// ============ Helper Functions ============
|
||||
|
||||
fn timestamp() -> u64 {
|
||||
SystemTime::now()
|
||||
.duration_since(UNIX_EPOCH)
|
||||
.unwrap()
|
||||
.as_secs()
|
||||
}
|
||||
|
||||
// ============ Main Function ============
|
||||
|
||||
fn main() {
|
||||
println!("{}", "BFT-CRDT Oracle Network Demo".cyan().bold());
|
||||
println!("{}", "============================\n".cyan());
|
||||
|
||||
let simulator = NetworkSimulator::new();
|
||||
simulator.run(Duration::from_secs(30));
|
||||
|
||||
println!("\n{}", "✅ Demo completed!".green().bold());
|
||||
println!("\n{}", "💡 Key Takeaways:".yellow().bold());
|
||||
println!(" • Oracles submitted prices without coordination");
|
||||
println!(" • Byzantine nodes couldn't corrupt the aggregate price");
|
||||
println!(" • Network partitions were handled gracefully");
|
||||
println!(" • No consensus protocol was needed!");
|
||||
}
|
||||
Reference in New Issue
Block a user