From 5a7c901980662be82957fb5ccd86d211be5080ac Mon Sep 17 00:00:00 2001 From: Marko Djordjevic Date: Sun, 15 Feb 2026 21:39:38 +0100 Subject: [PATCH] fix(frontend): update ModelInfoResponse types to match backend structure - Update TypeScript types to match flat backend response structure - Remove nested model_info and metrics objects - Remove label_config, use labels array and per_class_metrics array - Update all component references to use new structure - Generate default colors for prediction labels in CandleChart - Fix TypeScript type errors for nullable model_version - Remove accuracy/F1 metrics display (not in new response) --- next-env.d.ts | 2 +- .../artifacts/classification_report.txt | 8 ++ .../confusion_matrix.png/tmpnpcgx3y_.png | Bin 0 -> 56550 bytes .../feature_importance.png/tmpbdk5av3h.png | Bin 0 -> 80501 bytes .../artifacts/pipeline_config.yaml | 97 ++++++++++++++++++ .../meta.yaml | 14 +++ .../metrics/test_accuracy | 2 + .../metrics/test_f1_Bearish Engulfing | 2 + .../metrics/test_f1_Bullish Engulfing | 2 + .../metrics/test_f1_macro | 2 + .../metrics/test_f1_wedge_up | 2 + .../metrics/test_f1_weighted | 2 + .../metrics/test_precision_Bearish Engulfing | 2 + .../metrics/test_precision_Bullish Engulfing | 2 + .../metrics/test_precision_wedge_up | 2 + .../metrics/test_recall_Bearish Engulfing | 2 + .../metrics/test_recall_Bullish Engulfing | 2 + .../metrics/test_recall_wedge_up | 2 + .../metrics/val_accuracy | 2 + .../metrics/val_f1_macro | 2 + .../metrics/val_f1_weighted | 2 + .../meta.yaml | 6 ++ .../params/class_weights | 1 + .../params/max_depth | 1 + .../params/min_samples_leaf | 1 + .../params/min_samples_split | 1 + .../params/model_type | 1 + .../params/n_classes | 1 + .../params/n_estimators | 1 + .../params/n_features | 1 + .../params/n_jobs | 1 + .../params/n_test_samples | 1 + .../params/n_train_samples | 1 + .../params/n_val_samples | 1 + .../params/random_state | 1 + .../params/split_method | 1 + .../params/test_split | 1 + .../params/train_samples_Bearish Engulfing | 1 + .../params/train_samples_Bullish Engulfing | 1 + .../params/train_samples_wedge_up | 1 + .../params/validation_split | 1 + .../tags/mlflow.runName | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + .../artifacts/MLmodel | 23 +++++ .../artifacts/conda.yaml | 15 +++ .../artifacts/model.pkl | Bin 0 -> 793682 bytes .../artifacts/python_env.yaml | 7 ++ .../artifacts/requirements.txt | 8 ++ .../meta.yaml | 10 ++ .../metrics/test_accuracy | 1 + .../metrics/test_f1_Bearish Engulfing | 1 + .../metrics/test_f1_Bullish Engulfing | 1 + .../metrics/test_f1_macro | 1 + .../metrics/test_f1_wedge_up | 1 + .../metrics/test_f1_weighted | 1 + .../metrics/test_precision_Bearish Engulfing | 1 + .../metrics/test_precision_Bullish Engulfing | 1 + .../metrics/test_precision_wedge_up | 1 + .../metrics/test_recall_Bearish Engulfing | 1 + .../metrics/test_recall_Bullish Engulfing | 1 + .../metrics/test_recall_wedge_up | 1 + .../metrics/val_accuracy | 1 + .../metrics/val_f1_macro | 1 + .../metrics/val_f1_weighted | 1 + .../params/class_weights | 1 + .../params/max_depth | 1 + .../params/min_samples_leaf | 1 + .../params/min_samples_split | 1 + .../params/model_type | 1 + .../params/n_classes | 1 + .../params/n_estimators | 1 + .../params/n_features | 1 + .../params/n_jobs | 1 + .../params/n_test_samples | 1 + .../params/n_train_samples | 1 + .../params/n_val_samples | 1 + .../params/random_state | 1 + .../params/split_method | 1 + .../params/test_split | 1 + .../params/train_samples_Bearish Engulfing | 1 + .../params/train_samples_Bullish Engulfing | 1 + .../params/train_samples_wedge_up | 1 + .../params/validation_split | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + .../tags/mlflow.experimentKind | 1 + src/app/page.tsx | 14 +-- src/components/CandleChart.tsx | 17 ++- src/components/PredictionPanel.tsx | 32 ++---- src/types/predictions.ts | 43 +++----- 95 files changed, 326 insertions(+), 63 deletions(-) create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/artifacts/classification_report.txt create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/artifacts/confusion_matrix.png/tmpnpcgx3y_.png create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/artifacts/feature_importance.png/tmpbdk5av3h.png create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/artifacts/pipeline_config.yaml create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/meta.yaml create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/metrics/test_accuracy create mode 100644 services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/metrics/test_f1_Bearish 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CDL3WHITESOLDIERS + - CDL3BLACKCROWS + window_size: 30 + feature_engineering: + candle_features: true + custom_features: [] + enabled: true + talib_indicators: + - name: RSI + params: + timeperiod: 14 + - name: EMA + params: + timeperiod: 20 + - name: EMA + params: + timeperiod: 50 + - name: MACD + params: + fastperiod: 12 + signalperiod: 9 + slowperiod: 26 + - name: BBANDS + params: + nbdevdn: 2 + nbdevup: 2 + timeperiod: 20 + - name: ATR + params: + timeperiod: 14 + - name: ADX + params: + timeperiod: 14 + - name: CCI + params: + timeperiod: 14 + - name: MFI + params: + timeperiod: 14 + - name: STOCH + params: + fastk_period: 14 + slowd_period: 3 + slowk_period: 3 + inference: + batch_size: 1000 + enabled: true + local_model_path: models/best_model.pkl + mlflow_model_name: candlestick_pattern_v1 + mlflow_model_stage: Production + model_source: local + use_training_config: true + training: + class_weights: balanced + enabled: true + hyperparameters: + max_depth: 15 + min_samples_leaf: 2 + min_samples_split: 5 + n_estimators: 200 + n_jobs: -1 + random_state: 42 + mlflow: + experiment_name: candlestick_patterns + log_artifacts: true + register_model: false + tracking_uri: http://localhost:5000 + model_type: random_forest + split_method: temporal + test_split: 0.2 + validation_split: 0.1 diff --git a/services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/meta.yaml b/services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/meta.yaml new file mode 100644 index 0000000..fb6697d --- /dev/null +++ b/services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/meta.yaml @@ -0,0 +1,14 @@ +artifact_uri: file:///home/homoludens/projekti/bitcon/candle_annotator/services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/artifacts +end_time: 1771187605319 +entry_point_name: '' +experiment_id: '358560345319124639' +lifecycle_stage: active +run_id: 509970efc3e0494ba3c2fbd7dd24d438 +run_name: painted-doe-188 +source_name: '' 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- {modelInfo.label_config.map((labelConfig) => { - const metrics = modelInfo.metrics.per_class[labelConfig.name]; - const isSelected = selectedLabels.has(labelConfig.name); + {modelInfo.labels.map((label) => { + const metrics = modelInfo.per_class_metrics.find((m) => m.label === label); + const isSelected = selectedLabels.has(label); return (

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qt6NkxJ+}Y7V?#gpZ$$n@*N ({ ...prev, modelInfo: data, - selectedLabels: new Set(data.label_config.map((l) => l.name)), + selectedLabels: new Set(data.labels), error: null, })); return data; @@ -382,9 +382,9 @@ export default function Home() { }, []); // Generate cache key from chart, timerange, and model version - const generateCacheKey = useCallback((chartId: number | null, modelVersion?: string) => { + const generateCacheKey = useCallback((chartId: number | null, modelVersion?: string | null) => { if (!chartId) return null; - const version = modelVersion || predictionState.modelInfo?.model_info.model_version || 'unknown'; + const version = modelVersion || predictionState.modelInfo?.model_version || 'unknown'; return `${chartId}_${version}`; }, [predictionState.modelInfo]); @@ -392,12 +392,12 @@ export default function Home() { const fetchPredictions = useCallback(async (candles: any[]) => { if (!activeChartId || candles.length === 0) return; - const cacheKey = generateCacheKey(activeChartId, predictionState.modelInfo?.model_info.model_version); + const cacheKey = generateCacheKey(activeChartId, predictionState.modelInfo?.model_version); // Check cache first if (cacheKey && predictionCacheRef.current.has(cacheKey)) { const cached = predictionCacheRef.current.get(cacheKey)!; - if (cached.modelVersion === predictionState.modelInfo?.model_info.model_version) { + if (cached.modelVersion === predictionState.modelInfo?.model_version) { setPredictionState((prev) => ({ ...prev, spans: cached.spans, @@ -562,7 +562,7 @@ export default function Home() { // Clear prediction cache when model version changes useEffect(() => { if (predictionState.modelInfo) { - const currentVersion = predictionState.modelInfo.model_info.model_version; + const currentVersion = predictionState.modelInfo.model_version; // Clear cache entries with different model versions const newCache = new Map(); for (const [key, value] of predictionCacheRef.current.entries()) { @@ -572,7 +572,7 @@ export default function Home() { } predictionCacheRef.current = newCache; } - }, [predictionState.modelInfo?.model_info.model_version]); + }, [predictionState.modelInfo?.model_version]); // Health polling - check model status every 30 seconds when offline useEffect(() => { diff --git a/src/components/CandleChart.tsx b/src/components/CandleChart.tsx index 8e07588..5e9621b 100644 --- a/src/components/CandleChart.tsx +++ b/src/components/CandleChart.tsx @@ -374,10 +374,21 @@ const CandleChart = forwardRef( } // Build a label-to-color map from modelInfo + // Generate colors for labels since backend no longer provides them const labelColorMap: Record = {}; - if (modelInfo?.label_config) { - modelInfo.label_config.forEach((lc) => { - labelColorMap[lc.name] = lc.color; + if (modelInfo?.labels) { + const predefinedColors = [ + '#3b82f6', // blue + '#ef4444', // red + '#10b981', // green + '#f59e0b', // amber + '#8b5cf6', // violet + '#ec4899', // pink + '#06b6d4', // cyan + '#f97316', // orange + ]; + modelInfo.labels.forEach((label, index) => { + labelColorMap[label] = predefinedColors[index % predefinedColors.length]; }); } diff --git a/src/components/PredictionPanel.tsx b/src/components/PredictionPanel.tsx index 5f032c1..92aab19 100644 --- a/src/components/PredictionPanel.tsx +++ b/src/components/PredictionPanel.tsx @@ -9,7 +9,7 @@ interface PredictionPanelProps { onFetchBatchPredictions: () => void; onConfidenceChange: (threshold: number) => void; onToggleLabelSelection: (label: string) => void; - predictionSummary?: PredictionSummary; + predictionSummary: PredictionSummary | null; isModelOnline: boolean; showOnlyDisagreements?: boolean; onToggleShowOnlyDisagreements?: () => void; @@ -77,23 +77,15 @@ export default function PredictionPanel({