v26: Wire RL training pipeline UI (phases 1-5)

- Fixed all ML types to match actual backend response shapes: MLStatus (logging state + decision files), MLDataStatus (datasets, checkpoints, eval results), MLTrainStatus (phases, metrics, result), PPOTrainStatus (metrics with win_rate/reward/losses), TournamentStatus - Updated training API client with full parameter support for all endpoints - Rewrote TrainingPage with 5 clear pipeline phases: Phase 1: Data Collection (toggle logging, view decision files) Phase 2: Dataset & Model Artifacts (splits, checkpoints, eval, model info) Phase 3: Supervised Training (epochs/lr/batch/patience, live progress, phase badges, real-time metrics, final eval results) Phase 4: PPO Reinforcement Learning (full config: iterations, episodes, clip epsilon, entropy coeff, opponent selection, live win rate) Phase 5: Tournament Evaluation (episodes, playstyle, leaderboard table) - All sections are collapsible with live phase badges and progress bars - Advanced config toggles for supervised and PPO training - Proper mutex: can't start PPO while supervised is running, etc. - Auto-refresh model info and data status when training completes
2026-03-12 02:54:30 +00:00
1 parent e36580203a
commit 384c3adfff
@@ -1,52 +1,72 @@
 import { get, post } from './client'
-import type { MLStatus, MLDataStatus, MLTrainStatus, PPOTrainStatus, TournamentStatus, TournamentResults } from '../types'
+import type {
+  MLStatus, MLDataStatus, MLTrainStatus, PPOTrainStatus,
+  TournamentStatus, TournamentResults, MLModelInfo
+} from '../types'

+// ── ML Status & Toggle ──────────────────────────────────────
 export async function getMLStatus() {
  return get<MLStatus>('/api/ml/status')
 }

-export async function toggleML() {
-  return post<{ enabled: boolean }>('/api/ml/toggle')
+export async function toggleML(enable = true) {
+  return post<{ ml_logging_enabled: boolean; message: string }>(`/api/ml/toggle?enable=${enable}`)
 }

-export async function getDecisionFile(filename: string) {
-  return get<Record<string, unknown>>(`/api/ml/decisions/${filename}`)
-}
-
-export async function predict(state: Record<string, unknown>) {
-  return post<{ action: string; confidence: number }>('/api/ml/predict', state)
-}
-
-export async function reloadModel() {
-  return post<{ loaded: boolean }>('/api/ml/reload')
+// ── Data & Model Info ───────────────────────────────────────
+export async function getDataStatus() {
+  return get<MLDataStatus>('/api/ml/data/status')
 }

 export async function getModelInfo() {
-  return get<Record<string, unknown>>('/api/ml/model')
+  return get<MLModelInfo>('/api/ml/model')
 }

-export async function startTraining(config?: { epochs?: number; lr?: number }) {
-  return post<{ started: boolean }>('/api/ml/train', config)
+export async function reloadModel(checkpoint?: string) {
+  return post<{ success: boolean; status: MLModelInfo }>('/api/ml/reload', checkpoint ? { checkpoint } : undefined)
+}
+
+// ── Supervised Training ─────────────────────────────────────
+export async function startTraining(config: {
+  epochs?: number
+  lr?: number
+  batchSize?: number
+  patience?: number
+  rebuildDataset?: boolean
+}) {
+  return post<{ status: string; config: Record<string, unknown> }>('/api/ml/train', config)
 }

 export async function getTrainStatus() {
  return get<MLTrainStatus>('/api/ml/train/status')
 }

-export async function getDataStatus() {
-  return get<MLDataStatus>('/api/ml/data/status')
-}
-
-export async function startPPOTraining(config?: { iterations?: number }) {
-  return post<{ started: boolean }>('/api/ml/train/ppo', config)
+// ── PPO Training ────────────────────────────────────────────
+export async function startPPOTraining(config: {
+  iterations?: number
+  episodesPerIter?: number
+  ppoEpochs?: number
+  batchSize?: number
+  lr?: number
+  clipEpsilon?: number
+  entropyCoeff?: number
+  opponent?: string
+  playstyle?: string
+  loadSupervised?: string
+}) {
+  return post<{ status: string; iterations: number }>('/api/ml/train/ppo', config)
 }

 export async function getPPOStatus() {
  return get<PPOTrainStatus>('/api/ml/train/ppo/status')
 }

-export async function startTournament(config?: { games?: number }) {
-  return post<{ started: boolean }>('/api/ml/tournament', config)
+// ── Tournament ──────────────────────────────────────────────
+export async function startTournament(config: {
+  episodes?: number
+  playstyle?: string
+}) {
+  return post<{ status: string; episodes: number }>('/api/ml/tournament', config)
 }

 export async function getTournamentStatus() {
@@ -56,3 +76,17 @@ export async function getTournamentStatus() {
 export async function getTournamentResults() {
  return get<TournamentResults>('/api/ml/tournament/results')
 }
+
+// ── Decision Files ──────────────────────────────────────────
+export async function getDecisionFile(filename: string, limit = 100, offset = 0) {
+  return get<{ file: string; offset: number; limit: number; count: number; decisions: Record<string, unknown>[] }>(
+    `/api/ml/decisions/${filename}?limit=${limit}&offset=${offset}`
+  )
+}
+
+// ── Prediction ──────────────────────────────────────────────
+export async function predict(state: Record<string, unknown>) {
+  return post<{ action: string; action_index: number; confidence: number; probabilities: Record<string, number>; inference_ms: number }>(
+    '/api/ml/predict', state
+  )
+}
@@ -374,47 +374,75 @@ export interface CoachMessage {

 // ── ML Training ──────────────────────────────────────────────

+/** GET /api/ml/status */
 export interface MLStatus {
-  enabled: boolean
-  model_loaded: boolean
-  model_path: string | null
-  decisions_count: number
-  decision_files: string[]
+  ml_logging_enabled: boolean
+  training_files: { file: string; decisions: number; size_kb: number }[]
+  total_decisions: number
+  total_files: number
 }

+/** GET /api/ml/data/status */
 export interface MLDataStatus {
-  dataset_exists: boolean
-  samples: number
-  features: number
-  last_built: string | null
+  decisionFiles: { name: string; size: number; decisions: number }[]
+  totalDecisions: number
+  datasets: Record<string, { samples: number; features: number; size: number }>
+  checkpoints: { name: string; size: number; modified: string }[]
+  evalResults: Record<string, unknown> | null
+  policyLoaded: boolean
 }

+/** GET /api/ml/train/status */
 export interface MLTrainStatus {
  running: boolean
-  epoch: number
+  progress: number
  total_epochs: number
-  loss: number | null
-  accuracy: number | null
-  best_accuracy: number | null
+  current_epoch: number
+  phase: 'idle' | 'starting' | 'building' | 'training' | 'evaluating' | 'done' | 'error'
+  message: string
+  metrics: Record<string, unknown> | null
+  result: {
+    training: Record<string, unknown>
+    evaluation: Record<string, unknown> | null
+    checkpoint: string
+    device: string
+  } | null
+  error: string | null
+  started_at: string | null
 }

+/** GET /api/ml/train/ppo/status */
 export interface PPOTrainStatus {
  running: boolean
  iteration: number
  total_iterations: number
-  avg_reward: number | null
-  win_rate: number | null
+  phase: 'idle' | 'starting' | 'training' | 'done' | 'error'
+  message: string
+  metrics: {
+    avg_reward?: number
+    win_rate?: number
+    policy_loss?: number
+    value_loss?: number
+    entropy?: number
+    [key: string]: unknown
+  } | null
+  result: Record<string, unknown> | null
+  error: string | null
 }

+/** GET /api/ml/tournament/status */
 export interface TournamentStatus {
  running: boolean
-  games_completed: number
-  total_games: number
+  phase: 'idle' | 'starting' | 'running' | 'done' | 'error'
+  message: string
+  result: TournamentResults | null
+  error: string | null
 }

 export interface TournamentResults {
  players: TournamentPlayer[]
-  total_games: number
+  total_matches: number
+  matchups?: Record<string, unknown>
 }

 export interface TournamentPlayer {
@@ -424,6 +452,17 @@ export interface TournamentPlayer {
  win_rate: number
 }

+/** GET /api/ml/model */
+export interface MLModelInfo {
+  loaded: boolean
+  device?: string
+  input_dim?: number
+  num_actions?: number
+  checkpoint_path?: string
+  error?: string
+  torch_available?: boolean
+}
+
 // ── DeepSeek ─────────────────────────────────────────────────

 export interface DeepSeekStatus {
@@ -343,8 +343,9 @@ Install-B64 -R 'frontend\commander-ai-lab-ui\src\api\lab.ts' -B $b
 $b = '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'
 Install-B64 -R 'frontend\commander-ai-lab-ui\src\api\sim.ts' -B $b

-# frontend/commander-ai-lab-ui/src/api/training.ts (1,739 bytes)
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+# frontend/commander-ai-lab-ui/src/api/training.ts (3,535 bytes)
+$b = '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' +
+'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'
 Install-B64 -R 'frontend\commander-ai-lab-ui\src\api\training.ts' -B $b

 # frontend/commander-ai-lab-ui/src/components/common/CardImage.tsx (1,500 bytes)
@@ -470,23 +471,35 @@ $b = 'aW1wb3J0IHsgdXNlU3RhdGUsIHVzZUVmZmVjdCB9IGZyb20gJ3JlYWN0JwppbXBvcnQgewogIE
 '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'
 Install-B64 -R 'frontend\commander-ai-lab-ui\src\pages\SimulatorPage.tsx' -B $b

-# frontend/commander-ai-lab-ui/src/pages/TrainingPage.tsx (17,676 bytes)
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+# frontend/commander-ai-lab-ui/src/pages/TrainingPage.tsx (42,191 bytes)
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 Install-B64 -R 'frontend\commander-ai-lab-ui\src\pages\TrainingPage.tsx' -B $b

-# frontend/commander-ai-lab-ui/src/types/index.ts (10,371 bytes)
+# frontend/commander-ai-lab-ui/src/types/index.ts (11,671 bytes)
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+'ZXN1bHQgewogIG5hbWU6IHN0cmluZwogIHR5cGVfbGluZTogc3RyaW5nCiAgY29sb3JfaWRlbnRpdHk6IHN0cmluZ1tdCiAgbWFuYV9jb3N0OiBzdHJpbmcKICBpbWFnZV91cmw6IHN0cmluZwogIG9yYWNsZV90ZXh0OiBzdHJpbmcKICBzY3J5ZmFsbF9pZDogc3RyaW5nCiAgaW5fY29sbGVjdGlvbjogYm9vbGVhbgp9CgovLyDilIDilIAgUGVycGxleGl0eSDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIAKCmV4cG9ydCBpbnRlcmZhY2UgUHBseFN0YXR1cyB7CiAgY29uZmlndXJlZDogYm9vbGVhbgogIGtleV9wcmVmaXg6IHN0cmluZwp9Cg=='
 Install-B64 -R 'frontend\commander-ai-lab-ui\src\types\index.ts' -B $b

 # frontend/commander-ai-lab-ui/tsconfig.app.json (732 bytes)