| | | 1 | | using System; |
| | | 2 | | using System.Collections.Generic; |
| | | 3 | | using System.Diagnostics; |
| | | 4 | | using System.Globalization; |
| | | 5 | | using System.Linq; |
| | | 6 | | using System.Threading.Tasks; |
| | | 7 | | using EHonda.KicktippAi.Core; |
| | | 8 | | using Microsoft.Extensions.Logging; |
| | | 9 | | using Spectre.Console; |
| | | 10 | | using Spectre.Console.Cli; |
| | | 11 | | using OpenAiIntegration; |
| | | 12 | | using Orchestrator.Infrastructure.Factories; |
| | | 13 | | |
| | | 14 | | namespace Orchestrator.Commands.Observability.AnalyzeMatch; |
| | | 15 | | |
| | | 16 | | public class AnalyzeMatchComparisonCommand : AsyncCommand<AnalyzeMatchComparisonSettings> |
| | | 17 | | { |
| | | 18 | | private readonly IAnsiConsole _console; |
| | | 19 | | private readonly IFirebaseServiceFactory _firebaseServiceFactory; |
| | | 20 | | private readonly IKicktippClientFactory _kicktippClientFactory; |
| | | 21 | | private readonly IOpenAiServiceFactory _openAiServiceFactory; |
| | | 22 | | |
| | | 23 | | public AnalyzeMatchComparisonCommand( |
| | | 24 | | IAnsiConsole console, |
| | | 25 | | IFirebaseServiceFactory firebaseServiceFactory, |
| | | 26 | | IKicktippClientFactory kicktippClientFactory, |
| | | 27 | | IOpenAiServiceFactory openAiServiceFactory) |
| | | 28 | | { |
| | | 29 | | _console = console; |
| | | 30 | | _firebaseServiceFactory = firebaseServiceFactory; |
| | | 31 | | _kicktippClientFactory = kicktippClientFactory; |
| | | 32 | | _openAiServiceFactory = openAiServiceFactory; |
| | | 33 | | } |
| | | 34 | | |
| | | 35 | | public override async Task<int> ExecuteAsync(CommandContext context, AnalyzeMatchComparisonSettings settings) |
| | | 36 | | { |
| | | 37 | | var loggerFactory = AnalyzeMatchCommandHelpers.CreateLoggerFactory(settings.Debug); |
| | | 38 | | var logger = loggerFactory.CreateLogger<AnalyzeMatchComparisonCommand>(); |
| | | 39 | | |
| | | 40 | | try |
| | | 41 | | { |
| | | 42 | | var validation = settings.Validate(); |
| | | 43 | | if (!validation.Successful) |
| | | 44 | | { |
| | | 45 | | _console.MarkupLine($"[red]Error:[/] {validation.Message}"); |
| | | 46 | | return 1; |
| | | 47 | | } |
| | | 48 | | |
| | | 49 | | var predictionService = _openAiServiceFactory.CreatePredictionService(settings.Model); |
| | | 50 | | var tokenUsageTracker = _openAiServiceFactory.GetTokenUsageTracker(); |
| | | 51 | | var contextRepository = _firebaseServiceFactory.CreateContextRepository(); |
| | | 52 | | var kicktippClient = _kicktippClientFactory.CreateClient(); |
| | | 53 | | |
| | | 54 | | var communityContext = settings.CommunityContext!; |
| | | 55 | | |
| | | 56 | | _console.MarkupLine($"[green]Analyze match comparison initialized with model:[/] [yellow]{settings.Model}[/] |
| | | 57 | | _console.MarkupLine($"[blue]Using community context:[/] [yellow]{communityContext}[/]"); |
| | | 58 | | _console.MarkupLine($"[blue]Runs per mode:[/] [yellow]{settings.Runs}[/]"); |
| | | 59 | | |
| | | 60 | | if (settings.Debug) |
| | | 61 | | { |
| | | 62 | | _console.MarkupLine("[dim]Debug logging enabled[/]"); |
| | | 63 | | } |
| | | 64 | | |
| | | 65 | | var match = await AnalyzeMatchCommandHelpers.ResolveMatchAsync(settings, kicktippClient, logger, communityCo |
| | | 66 | | if (match == null) |
| | | 67 | | { |
| | | 68 | | _console.MarkupLine("[red]Failed to resolve match details. Aborting.[/]"); |
| | | 69 | | return 1; |
| | | 70 | | } |
| | | 71 | | |
| | | 72 | | var contextDocuments = new List<DocumentContext>(); |
| | | 73 | | |
| | | 74 | | if (contextRepository != null) |
| | | 75 | | { |
| | | 76 | | var contextDocumentInfos = await AnalyzeMatchCommandHelpers.GetMatchContextDocumentsAsync( |
| | | 77 | | contextRepository, |
| | | 78 | | match.HomeTeam, |
| | | 79 | | match.AwayTeam, |
| | | 80 | | communityContext, |
| | | 81 | | settings.Verbose, |
| | | 82 | | _console); |
| | | 83 | | |
| | | 84 | | contextDocuments = contextDocumentInfos.Select(info => info.Document).ToList(); |
| | | 85 | | |
| | | 86 | | if (contextDocumentInfos.Any()) |
| | | 87 | | { |
| | | 88 | | _console.MarkupLine("[dim]Loaded context documents:[/]"); |
| | | 89 | | foreach (var info in contextDocumentInfos) |
| | | 90 | | { |
| | | 91 | | _console.MarkupLine($"[grey] • {info.Document.Name}[/] [dim](v{info.Version})[/]"); |
| | | 92 | | |
| | | 93 | | if (settings.ShowContextDocuments) |
| | | 94 | | { |
| | | 95 | | var lines = info.Document.Content.Split('\n'); |
| | | 96 | | foreach (var line in lines.Take(10)) |
| | | 97 | | { |
| | | 98 | | _console.MarkupLine($"[grey] {line.EscapeMarkup()}[/]"); |
| | | 99 | | } |
| | | 100 | | |
| | | 101 | | if (lines.Length > 10) |
| | | 102 | | { |
| | | 103 | | _console.MarkupLine($"[dim] ... ({lines.Length - 10} more lines) ...[/]"); |
| | | 104 | | } |
| | | 105 | | } |
| | | 106 | | } |
| | | 107 | | } |
| | | 108 | | else |
| | | 109 | | { |
| | | 110 | | _console.MarkupLine("[yellow]No context documents retrieved; proceeding without additional context[/ |
| | | 111 | | } |
| | | 112 | | } |
| | | 113 | | else |
| | | 114 | | { |
| | | 115 | | _console.MarkupLine("[yellow]Context repository not configured. Proceeding without context documents.[/] |
| | | 116 | | } |
| | | 117 | | |
| | | 118 | | tokenUsageTracker.Reset(); |
| | | 119 | | |
| | | 120 | | string FormatCurrencyValue(decimal value) => $"${value.ToString("F4", CultureInfo.InvariantCulture)}"; |
| | | 121 | | string FormatCurrencyOptional(decimal? value) => value.HasValue ? FormatCurrencyValue(value.Value) : "n/a"; |
| | | 122 | | string FormatDurationValue(TimeSpan value) => value.ToString(@"hh\:mm\:ss\.fff", CultureInfo.InvariantCultur |
| | | 123 | | string FormatDurationOptional(TimeSpan? value) => value.HasValue ? FormatDurationValue(value.Value) : "n/a"; |
| | | 124 | | string ModeLabel(bool includeJustification) => includeJustification ? "with justification" : "without justif |
| | | 125 | | |
| | | 126 | | var runResults = new List<ComparisonRunResult>(); |
| | | 127 | | |
| | | 128 | | for (var run = 1; run <= settings.Runs; run++) |
| | | 129 | | { |
| | | 130 | | runResults.Add(await ExecuteSingleRunAsync(run, includeJustification: true)); |
| | | 131 | | runResults.Add(await ExecuteSingleRunAsync(run, includeJustification: false)); |
| | | 132 | | } |
| | | 133 | | |
| | | 134 | | PrintSummary(runResults); |
| | | 135 | | |
| | | 136 | | return 0; |
| | | 137 | | |
| | | 138 | | async Task<ComparisonRunResult> ExecuteSingleRunAsync(int runNumber, bool includeJustification) |
| | | 139 | | { |
| | | 140 | | var label = ModeLabel(includeJustification); |
| | | 141 | | _console.MarkupLine($"[cyan]\nRun {runNumber}/{settings.Runs} — {label}[/]"); |
| | | 142 | | |
| | | 143 | | var stopwatch = Stopwatch.StartNew(); |
| | | 144 | | var prediction = await predictionService.PredictMatchAsync( |
| | | 145 | | match, |
| | | 146 | | contextDocuments, |
| | | 147 | | includeJustification); |
| | | 148 | | stopwatch.Stop(); |
| | | 149 | | |
| | | 150 | | if (prediction == null) |
| | | 151 | | { |
| | | 152 | | _console.MarkupLine("[red] ✗ Prediction failed[/]"); |
| | | 153 | | return new ComparisonRunResult(runNumber, includeJustification, null, stopwatch.Elapsed, null, false |
| | | 154 | | } |
| | | 155 | | |
| | | 156 | | var lastCost = tokenUsageTracker.GetLastCost(); |
| | | 157 | | var usageSummary = tokenUsageTracker.GetLastUsageCompactSummary(); |
| | | 158 | | |
| | | 159 | | _console.MarkupLine($"[green] ✓ Prediction:[/] [yellow]{prediction.HomeGoals}:{prediction.AwayGoals}[/] |
| | | 160 | | _console.MarkupLine($"[magenta] ↳ Cost:[/] [cyan]{FormatCurrencyValue(lastCost)}[/] [grey]({usageSummar |
| | | 161 | | |
| | | 162 | | return new ComparisonRunResult(runNumber, includeJustification, prediction, stopwatch.Elapsed, lastCost, |
| | | 163 | | } |
| | | 164 | | |
| | | 165 | | void PrintSummary(List<ComparisonRunResult> results) |
| | | 166 | | { |
| | | 167 | | _console.MarkupLine("\n[bold yellow]Comparison Summary[/]"); |
| | | 168 | | |
| | | 169 | | var summaryTable = new Table() |
| | | 170 | | .Border(TableBorder.Rounded) |
| | | 171 | | .AddColumn(new TableColumn("[grey]Mode[/]").LeftAligned()) |
| | | 172 | | .AddColumn(new TableColumn("[grey]Successful[/]").RightAligned()) |
| | | 173 | | .AddColumn(new TableColumn("[grey]Failed[/]").RightAligned()) |
| | | 174 | | .AddColumn(new TableColumn("[grey]Total cost[/]").RightAligned()) |
| | | 175 | | .AddColumn(new TableColumn("[grey]Average cost[/]").RightAligned()) |
| | | 176 | | .AddColumn(new TableColumn("[grey]Average duration[/]").RightAligned()); |
| | | 177 | | |
| | | 178 | | foreach (var includeJustification in new[] { true, false }) |
| | | 179 | | { |
| | | 180 | | var modeResults = results.Where(r => r.IncludeJustification == includeJustification).ToList(); |
| | | 181 | | var successful = modeResults.Where(r => r.Success).ToList(); |
| | | 182 | | var failures = modeResults.Count - successful.Count; |
| | | 183 | | var totalCost = successful.Where(r => r.Cost.HasValue).Sum(r => r.Cost!.Value); |
| | | 184 | | var averageCost = successful.Count > 0 ? totalCost / successful.Count : (decimal?)null; |
| | | 185 | | var totalDuration = modeResults.Aggregate(TimeSpan.Zero, (current, result) => current + result.Durat |
| | | 186 | | TimeSpan? averageDuration = modeResults.Count > 0 |
| | | 187 | | ? TimeSpan.FromTicks(totalDuration.Ticks / modeResults.Count) |
| | | 188 | | : (TimeSpan?)null; |
| | | 189 | | |
| | | 190 | | summaryTable.AddRow( |
| | | 191 | | includeJustification ? "With justification" : "Without justification", |
| | | 192 | | successful.Count.ToString(CultureInfo.InvariantCulture), |
| | | 193 | | failures.ToString(CultureInfo.InvariantCulture), |
| | | 194 | | FormatCurrencyValue(totalCost), |
| | | 195 | | FormatCurrencyOptional(averageCost), |
| | | 196 | | FormatDurationOptional(averageDuration)); |
| | | 197 | | } |
| | | 198 | | |
| | | 199 | | summaryTable.AddRow( |
| | | 200 | | "Combined", |
| | | 201 | | results.Count(r => r.Success).ToString(CultureInfo.InvariantCulture), |
| | | 202 | | results.Count(r => !r.Success).ToString(CultureInfo.InvariantCulture), |
| | | 203 | | FormatCurrencyValue(tokenUsageTracker.GetTotalCost()), |
| | | 204 | | "n/a", |
| | | 205 | | "n/a"); |
| | | 206 | | |
| | | 207 | | _console.Write(summaryTable); |
| | | 208 | | |
| | | 209 | | var distributions = results |
| | | 210 | | .Where(r => r.Success && r.Prediction != null) |
| | | 211 | | .GroupBy(r => new |
| | | 212 | | { |
| | | 213 | | r.IncludeJustification, |
| | | 214 | | Score = $"{r.Prediction!.HomeGoals}:{r.Prediction!.AwayGoals}" |
| | | 215 | | }) |
| | | 216 | | .ToDictionary(group => group.Key, group => group.Count()); |
| | | 217 | | |
| | | 218 | | if (!distributions.Any()) |
| | | 219 | | { |
| | | 220 | | _console.MarkupLine("[yellow]No successful predictions to compare.[/]"); |
| | | 221 | | return; |
| | | 222 | | } |
| | | 223 | | |
| | | 224 | | var scores = distributions.Keys |
| | | 225 | | .Select(key => key.Score) |
| | | 226 | | .Distinct() |
| | | 227 | | .OrderBy(score => score, StringComparer.Ordinal) |
| | | 228 | | .ToList(); |
| | | 229 | | |
| | | 230 | | var distributionTable = new Table() |
| | | 231 | | .Title("[bold blue]Prediction distribution[/]") |
| | | 232 | | .Border(TableBorder.Rounded) |
| | | 233 | | .AddColumn(new TableColumn("[grey]Score[/]").LeftAligned()) |
| | | 234 | | .AddColumn(new TableColumn("[grey]With justification[/]").RightAligned()) |
| | | 235 | | .AddColumn(new TableColumn("[grey]Without justification[/]").RightAligned()); |
| | | 236 | | |
| | | 237 | | foreach (var score in scores) |
| | | 238 | | { |
| | | 239 | | distributions.TryGetValue(new { IncludeJustification = true, Score = score }, out var withCount); |
| | | 240 | | distributions.TryGetValue(new { IncludeJustification = false, Score = score }, out var withoutCount) |
| | | 241 | | |
| | | 242 | | distributionTable.AddRow( |
| | | 243 | | score, |
| | | 244 | | withCount.ToString(CultureInfo.InvariantCulture), |
| | | 245 | | withoutCount.ToString(CultureInfo.InvariantCulture)); |
| | | 246 | | } |
| | | 247 | | |
| | | 248 | | _console.Write(distributionTable); |
| | | 249 | | } |
| | | 250 | | } |
| | | 251 | | catch (Exception ex) |
| | | 252 | | { |
| | | 253 | | logger.LogError(ex, "Error executing analyze-match comparison command"); |
| | | 254 | | _console.MarkupLine($"[red]Error:[/] {ex.Message}"); |
| | | 255 | | return 1; |
| | | 256 | | } |
| | | 257 | | finally |
| | | 258 | | { |
| | | 259 | | loggerFactory.Dispose(); |
| | | 260 | | } |
| | | 261 | | } |
| | | 262 | | |
| | 1 | 263 | | private sealed record ComparisonRunResult(int RunNumber, bool IncludeJustification, Prediction? Prediction, TimeSpan |
| | | 264 | | } |