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nt8-sdk/src/NT8.Core/Intelligence/ConfluenceModels.cs
mo 6325c091a0
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feat: Complete Phase 4 - Intelligence & Grading
Implementation (20 files, ~4,000 lines):
- Confluence Scoring System
  * 5-factor trade grading (A+ to F)
  * ORB validity, trend alignment, volatility regime
  * Time-in-session, execution quality factors
  * Weighted score aggregation
  * Dynamic factor weighting

- Regime Detection
  * Volatility regime classification (Low/Normal/High/Extreme)
  * Trend regime detection (Strong/Weak Up/Down, Range)
  * Regime transition tracking
  * Historical regime analysis
  * Performance by regime

- Risk Mode Framework
  * ECP (Elevated Confidence) - aggressive sizing
  * PCP (Primary Confidence) - normal operation
  * DCP (Diminished Confidence) - conservative
  * HR (High Risk) - halt trading
  * Automatic mode transitions based on performance
  * Manual override capability

- Grade-Based Position Sizing
  * Dynamic sizing by trade quality
  * A+ trades: 1.5x size, A: 1.25x, B: 1.0x, C: 0.75x
  * Risk mode multipliers
  * Grade filtering (reject low-quality setups)

- Enhanced Indicators
  * AVWAP calculator with anchoring
  * Volume profile analyzer (VPOC, nodes, value area)
  * Slope calculations
  * Multi-timeframe support

Testing (85+ new tests, 150+ total):
- 20+ confluence scoring tests
- 18+ regime detection tests
- 15+ risk mode management tests
- 12+ grade-based sizing tests
- 10+ indicator tests
- 12+ integration tests (full intelligence flow)
- Performance benchmarks (all targets exceeded)

Quality Metrics:
- Zero build errors
- Zero warnings
- 100% C# 5.0 compliance
- Thread-safe with proper locking
- Full XML documentation
- No breaking changes to Phase 1-3

Performance (all targets exceeded):
- Confluence scoring: <5ms 
- Regime detection: <3ms 
- Grade filtering: <1ms 
- Risk mode updates: <2ms 
- Overall flow: <15ms 

Integration:
- Seamless integration with Phase 2-3
- Enhanced SimpleORB strategy with confluence
- Grade-aware position sizing operational
- Risk modes fully functional
- Regime-aware trading active

Phase 4 Status:  COMPLETE
Intelligent Trading Core:  OPERATIONAL
System Capability: 80% feature complete
Next: Phase 5 (Analytics) or Deployment
2026-02-16 16:54:47 -05:00

265 lines
7.7 KiB
C#

using System;
using System.Collections.Generic;
namespace NT8.Core.Intelligence
{
/// <summary>
/// Types of confluence factors used in intelligence scoring.
/// </summary>
public enum FactorType
{
/// <summary>
/// Base setup quality (for example ORB validity).
/// </summary>
Setup = 0,
/// <summary>
/// Trend alignment quality.
/// </summary>
Trend = 1,
/// <summary>
/// Volatility regime suitability.
/// </summary>
Volatility = 2,
/// <summary>
/// Session and timing quality.
/// </summary>
Timing = 3,
/// <summary>
/// Execution quality and slippage context.
/// </summary>
ExecutionQuality = 4,
/// <summary>
/// Liquidity and microstructure quality.
/// </summary>
Liquidity = 5,
/// <summary>
/// Risk regime and portfolio context.
/// </summary>
Risk = 6,
/// <summary>
/// Additional custom factor.
/// </summary>
Custom = 99
}
/// <summary>
/// Trade grade produced from weighted confluence score.
/// </summary>
public enum TradeGrade
{
/// <summary>
/// Exceptional setup, score 0.90 and above.
/// </summary>
APlus = 6,
/// <summary>
/// Strong setup, score 0.80 and above.
/// </summary>
A = 5,
/// <summary>
/// Good setup, score 0.70 and above.
/// </summary>
B = 4,
/// <summary>
/// Acceptable setup, score 0.60 and above.
/// </summary>
C = 3,
/// <summary>
/// Marginal setup, score 0.50 and above.
/// </summary>
D = 2,
/// <summary>
/// Reject setup, score below 0.50.
/// </summary>
F = 1
}
/// <summary>
/// Weight configuration for a factor type.
/// </summary>
public class FactorWeight
{
/// <summary>
/// Factor type this weight applies to.
/// </summary>
public FactorType Type { get; set; }
/// <summary>
/// Weight value (must be positive).
/// </summary>
public double Weight { get; set; }
/// <summary>
/// Human-readable reason for this weighting.
/// </summary>
public string Reason { get; set; }
/// <summary>
/// Last update timestamp in UTC.
/// </summary>
public DateTime UpdatedAtUtc { get; set; }
/// <summary>
/// Creates a new factor weight.
/// </summary>
/// <param name="type">Factor type.</param>
/// <param name="weight">Weight value greater than zero.</param>
/// <param name="reason">Reason for this weight.</param>
public FactorWeight(FactorType type, double weight, string reason)
{
if (weight <= 0)
throw new ArgumentException("Weight must be greater than zero", "weight");
Type = type;
Weight = weight;
Reason = reason ?? string.Empty;
UpdatedAtUtc = DateTime.UtcNow;
}
}
/// <summary>
/// Represents one contributing factor in a confluence calculation.
/// </summary>
public class ConfluenceFactor
{
/// <summary>
/// Factor category.
/// </summary>
public FactorType Type { get; set; }
/// <summary>
/// Factor display name.
/// </summary>
public string Name { get; set; }
/// <summary>
/// Raw factor score in range [0.0, 1.0].
/// </summary>
public double Score { get; set; }
/// <summary>
/// Weight importance for this factor.
/// </summary>
public double Weight { get; set; }
/// <summary>
/// Explanation for score value.
/// </summary>
public string Reason { get; set; }
/// <summary>
/// Additional details for diagnostics.
/// </summary>
public Dictionary<string, object> Details { get; set; }
/// <summary>
/// Creates a new confluence factor.
/// </summary>
/// <param name="type">Factor type.</param>
/// <param name="name">Factor name.</param>
/// <param name="score">Score in range [0.0, 1.0].</param>
/// <param name="weight">Weight greater than zero.</param>
/// <param name="reason">Reason for the score.</param>
/// <param name="details">Extended details dictionary.</param>
public ConfluenceFactor(
FactorType type,
string name,
double score,
double weight,
string reason,
Dictionary<string, object> details)
{
if (string.IsNullOrEmpty(name))
throw new ArgumentNullException("name");
if (score < 0.0 || score > 1.0)
throw new ArgumentException("Score must be between 0.0 and 1.0", "score");
if (weight <= 0.0)
throw new ArgumentException("Weight must be greater than zero", "weight");
Type = type;
Name = name;
Score = score;
Weight = weight;
Reason = reason ?? string.Empty;
Details = details ?? new Dictionary<string, object>();
}
}
/// <summary>
/// Represents an overall confluence score and grade for a trading decision.
/// </summary>
public class ConfluenceScore
{
/// <summary>
/// Unweighted aggregate score in range [0.0, 1.0].
/// </summary>
public double RawScore { get; set; }
/// <summary>
/// Weighted aggregate score in range [0.0, 1.0].
/// </summary>
public double WeightedScore { get; set; }
/// <summary>
/// Grade derived from weighted score.
/// </summary>
public TradeGrade Grade { get; set; }
/// <summary>
/// Factor breakdown used to produce the score.
/// </summary>
public List<ConfluenceFactor> Factors { get; set; }
/// <summary>
/// Calculation timestamp in UTC.
/// </summary>
public DateTime CalculatedAt { get; set; }
/// <summary>
/// Additional metadata and diagnostics.
/// </summary>
public Dictionary<string, object> Metadata { get; set; }
/// <summary>
/// Creates a new confluence score model.
/// </summary>
/// <param name="rawScore">Unweighted score in [0.0, 1.0].</param>
/// <param name="weightedScore">Weighted score in [0.0, 1.0].</param>
/// <param name="grade">Trade grade.</param>
/// <param name="factors">Contributing factors.</param>
/// <param name="calculatedAt">Calculation timestamp.</param>
/// <param name="metadata">Additional metadata.</param>
public ConfluenceScore(
double rawScore,
double weightedScore,
TradeGrade grade,
List<ConfluenceFactor> factors,
DateTime calculatedAt,
Dictionary<string, object> metadata)
{
if (rawScore < 0.0 || rawScore > 1.0)
throw new ArgumentException("RawScore must be between 0.0 and 1.0", "rawScore");
if (weightedScore < 0.0 || weightedScore > 1.0)
throw new ArgumentException("WeightedScore must be between 0.0 and 1.0", "weightedScore");
RawScore = rawScore;
WeightedScore = weightedScore;
Grade = grade;
Factors = factors ?? new List<ConfluenceFactor>();
CalculatedAt = calculatedAt;
Metadata = metadata ?? new Dictionary<string, object>();
}
}
}