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fix(frontend): update ModelInfoResponse types to match backend structure

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- 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)
This commit is contained in:
Marko Djordjevic 2026-02-15 21:39:38 +01:00
parent aa81d4f3d0
commit 5a7c901980
95 changed files with 326 additions and 63 deletions
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services/ml/mlruns/358560345319124639/509970efc3e0494ba3c2fbd7dd24d438/artifacts/classification_report.txt Normal file
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precision recall f1-score support
Bearish Engulfing 0.8065 1.0000 0.8929 25
Bullish Engulfing 1.0000 0.8125 0.8966 32
accuracy 0.8947 57
macro avg 0.9032 0.9062 0.8947 57
weighted avg 0.9151 0.8947 0.8949 57

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data:
annotations_path: data/annotations/export.json
enriched_path: data/enriched/features.csv
labeled_path: data/labeled/dataset.csv
raw_path: data/raw/OHLCV.csv
stages:
annotation_ingestion:
context_padding: 20
enabled: true
label_encoding: window
merge_strategy: human_priority
min_confidence: 1
programmatic_labels:
enabled: true
talib_patterns:
- CDLENGULFING
- CDLHAMMER
- CDLINVERTEDHAMMER
- CDLSHOOTINGSTAR
- CDLDOJI
- CDLDOJISTAR
- CDLMORNINGSTAR
- CDLEVENINGSTAR
- CDLHARAMI
- CDLPIERCING
- CDLDARKCLOUDCOVER
- 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

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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: ''
source_type: 4
source_version: ''
start_time: 1771187595858
status: 3
tags: []
user_id: homoludens

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destination_id: m-cf12ffc008e047e1a37f58efe209422c
destination_type: MODEL_OUTPUT
source_id: m-cf12ffc008e047e1a37f58efe209422c
source_type: RUN_OUTPUT
step: 0
tags: {}

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balanced

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random_forest

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3

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200

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2820

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-1

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temporal

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0.2

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painted-doe-188

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pipeline.py

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LOCAL

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homoludens