datahaven/operator/pallets/external-validator-slashes
Steve Degosserie 67f375860b
feat: Performance-Based Validator Rewards and Inflation Scaling (#306)
## Summary

Building on #304, this PR implements two complementary mechanisms to
improve validator incentives and network performance:

1. **Performance-Based Validator Rewards** (session-level)
2. **Inflation Scaling** (era-level)

## Reward Model Comparison

### Old Model (main branch) vs New Model

| Metric | Old Model (20 pts/block) | New Model (320 pts/block pool) |
|--------|--------------------------|--------------------------------|
| **Per Block** | Author: 20 pts, Others: 0 | Author: ~196 pts, Others:
~4 pts each |
| **Formula** | Direct author reward | 60% authoring + 30% liveness +
10% base |
| **Per Session** (600 blocks, 32 validators) | 12,000 total pts |
192,000 total pts |
| **Per Validator/Session** (uniform) | ~375 pts | ~6,000 pts |
| **Per Validator/Era** (6 sessions) | ~2,250 pts | ~36,000 pts |
| **Offline Validator** | 0 pts | ~600 pts/session (base only) |
| **Over-performer (150% blocks)** | 150% of fair share | Up to 130%
reward (soft cap) |

### Key Differences
- **Pool-based**: New model adds 320 points to a shared pool per block,
distributed via formula
- **Liveness rewarded**: 30% of rewards go to validators who are online
(heartbeat OR block authorship)
- **Base guarantee**: 10% ensures all active validators receive minimum
rewards
- **Soft cap**: Prevents extreme over-performance rewards (max 150% of
fair share credited)

## Performance-Based Validator Rewards

Introduces a **60/30/10 reward formula** that rewards validators based
on their contribution during each session:

- **60%** based on block production (with soft cap allowing up to 150%
of fair share)
- **30%** based on liveness (ImOnline heartbeat OR block authorship)
- **10%** guaranteed base reward for all active validators

### Key Features
- Tracks individual validator block authorship per session
- Calculates fair share dynamically: `fair_share = total_blocks /
total_validator_count`
- Fair share uses **total** validator count (including whitelisted)
since all validators occupy block slots
- **Soft cap**: Over-performers can earn credit up to 150% of their fair
share (configurable via `OperatorRewardsFairShareCap` at 50%)
- With 60% BlockAuthoringWeight, this gives over-performers up to **30%
bonus reward**
- **BasePointsPerBlock**: Defines points added to pool per block
produced (default: 320)
- Integrates with SessionManager for automatic point awards at session
end
- Excludes whitelisted validators from rewards (but includes them in
fair share calculation)
- Slashing check disabled but hook retained for future use
- Points accumulate across sessions within an era

### Dynamic Parameters (Governance-Adjustable)
- `OperatorRewardsBlockAuthoringWeight`: Weight for block authoring
(default: 60%)
- `OperatorRewardsLivenessWeight`: Weight for liveness (default: 30%)
- `OperatorRewardsFairShareCap`: Soft cap percentage above fair share
(default: 50%)

## Inflation Scaling

Implements **dynamic inflation scaling** that adjusts total inflation
based on network block production:

- **Minimum**: 20% of base inflation (network halt protection)
- **Maximum**: 100% of base inflation (caps at expected blocks)
- **Linear scaling** between minimum and maximum based on performance

### Scaling Examples
- 0% blocks produced → 20% inflation (safety floor)
- 50% blocks produced → 60% inflation  
- 100% blocks produced → 100% inflation
- >100% blocks produced → capped at 100%

### Configuration
- **ExpectedBlocksPerEra**: Computed as `SessionsPerEra ×
EpochDurationInBlocks`
- **MinInflationPercent**: 20%
- **MaxInflationPercent**: 100%

## Combined Effect

These mechanisms work together to create a comprehensive incentive
structure:

1. **Session rewards** encourage individual validator performance and
uptime
2. **Era inflation scaling** incentivizes collective network health
3. **Minimum inflation floor** protects against network halt
4. **Soft cap** allows over-performers to earn up to 30% bonus while
preventing extreme centralization

## Implementation Details

### Pallet Changes
- Add `BlocksAuthoredInSession` storage for per-validator tracking
- Add `BlocksProducedInEra` storage for total network tracking (cleaned
up with HistoryDepth)
- Add `note_block_author()` function called on block production
- Add `award_session_performance_points()` function with configurable
60/30/10 formula
- Add `calculate_scaled_inflation()` function for era-level scaling
- Update `on_era_end()` to use scaled inflation
- Integrate with SessionManager via wrapper types
- Defensive weight validation: proportionally scales if sum > 100%

### Configuration Parameters
- `ValidatorSet`: Provides active validator list
- `LivenessCheck`: Uses `ImOnline::is_online()` (heartbeat OR block
authorship)
- `SlashingCheck`: Integration with slashing pallet (currently disabled)
- `BasePointsPerBlock`: Points added to pool per block (default: 320)
- `BlockAuthoringWeight`: Dynamic parameter (60%)
- `LivenessWeight`: Dynamic parameter (30%)
- `FairShareCap`: Dynamic parameter (50%)
- `ExpectedBlocksPerEra`: Computed from session/epoch config
- `MinInflationPercent`: 20%
- `MaxInflationPercent`: 100%

### Runtime Updates
- Full configuration added to mainnet, testnet, and stagenet runtimes
- Dynamic parameters added to `runtime_params.rs` for governance control
- Uses `prod_or_fast!()` macro for environment-specific parameters
- `ValidatorIsOnline` uses `ImOnline::is_online()` for accurate liveness
detection

## Testing

- **76 tests passing** 
- Comprehensive coverage of both mechanisms

### Test Coverage
- Inflation scaling at 0%, 25%, 50%, 75%, 100%, >100% blocks
- Session performance with 60/30/10 formula
- Fair share calculations with soft cap (150%)
- Whitelisted validator exclusion from rewards (with correct fair share
using total count)
- Total points verification (sum of individual = total)
- Whitelisted over-producer scenarios
- Overflow protection (large block counts, near-u32::MAX)
- End-to-end session to era flow
- MockLivenessCheck mirrors ImOnline behavior (block authorship =
online)
- Multiple eras with different performance levels
- Edge cases (zero participation, single validator, large numbers)
- BlocksProducedInEra cleanup on era start

## ⚠️ Breaking Changes ⚠️

### Reward Distribution

Previously, rewards were distributed equally among all validators
regardless of their contribution. Now:

- **Performance-based**: Validators earn rewards proportional to their
block production (60%), liveness (30%), and a guaranteed base (10%)
- **Pool-based**: `BasePointsPerBlock` defines points added to pool per
block (320), distributed via formula
- **Fair share uses total validators**: Ensures non-whitelisted aren't
penalized for whitelisted validators' block slots
- **Soft cap**: Block production rewards allow up to 150% of fair share
(50% cap = 30% bonus with 60% weight)
- **Slashing check disabled**: Hook retained for future use, but
currently not applied

### Inflation Mechanism

Previously, the full calculated inflation was minted each era. Now:

- **Scaled by performance**: Total inflation scales between 20%-100%
based on actual blocks produced vs expected
- **Safety floor**: Even with zero blocks, 20% of inflation is still
minted to prevent complete halt
- **Network incentive**: Collective block production directly impacts
total rewards available

### Pallet Configuration

The `pallet-external-validators-rewards` Config now requires additional
types:
- `BlockAuthoringWeight`, `LivenessWeight`, `FairShareCap` for reward
formula
- `ValidatorSet`, `LivenessCheck`, `SlashingCheck` for validator
tracking
- `ExpectedBlocksPerEra`, `MinInflationPercent`, `MaxInflationPercent`
for inflation scaling

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Ahmad Kaouk <56095276+ahmadkaouk@users.noreply.github.com>
2025-12-16 16:27:03 +01:00
..
src feat: Performance-Based Validator Rewards and Inflation Scaling (#306) 2025-12-16 16:27:03 +01:00
Cargo.toml feat: set slashing mode in genesis config (#264) 2025-10-29 18:24:49 +02:00