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T predictions WIP

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This commit is contained in:
Dobromir Popov
2025-11-22 01:02:19 +02:00
parent a7def3b788
commit f967f0a142
7 changed files with 200 additions and 39 deletions
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82
ANNOTATE/web/templates/components/training_panel.html
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@@ -281,7 +281,14 @@
.catch(error => {
console.error('❌ Error loading models:', error);
const modelSelect = document.getElementById('model-select');
modelSelect.innerHTML = '<option value="">Error loading models</option>';
modelSelect.innerHTML = '<option value="">Error loading models (Click to retry)</option>';
// Allow retry by clicking
modelSelect.addEventListener('click', function() {
if (modelSelect.value === "") {
loadAvailableModels();
}
}, { once: true });
});
}
@@ -834,17 +841,29 @@
// Display last 5 predictions (most recent first)
const html = predictionHistory.slice(0, 5).map(pred => {
const time = new Date(pred.timestamp).toLocaleTimeString();
// Safely parse timestamp
let timeStr = '--:--:--';
try {
if (pred.timestamp) {
const date = new Date(pred.timestamp);
if (!isNaN(date.getTime())) {
timeStr = date.toLocaleTimeString();
}
}
} catch (e) {
console.error('Error parsing timestamp:', e);
}
const actionColor = pred.action === 'BUY' ? 'text-success' :
pred.action === 'SELL' ? 'text-danger' : 'text-secondary';
const confidence = (pred.confidence * 100).toFixed(1);
const price = pred.predicted_price ? pred.predicted_price.toFixed(2) : '--';
const price = (pred.predicted_price && !isNaN(pred.predicted_price)) ? pred.predicted_price.toFixed(2) : '--';
return `
<div class="d-flex justify-content-between align-items-center mb-1 pb-1 border-bottom">
<div>
<span class="${actionColor} fw-bold">${pred.action}</span>
<span class="text-muted ms-1">${time}</span>
<span class="text-muted ms-1">${timeStr}</span>
</div>
<div class="text-end">
<div>${confidence}%</div>
@@ -864,14 +883,46 @@
.then(response => response.json())
.then(data => {
if (data.success && data.signals.length > 0) {
// Update Accuracy Metrics in Header
if (data.metrics) {
document.getElementById('metric-accuracy').textContent = (data.metrics.accuracy * 100).toFixed(1) + '%';
// If you want to show these in the live banner too:
const banner = document.getElementById('inference-status');
if (banner) {
// Check if we already have a metrics div, if not create one
let metricsDiv = document.getElementById('live-banner-metrics');
if (!metricsDiv) {
metricsDiv = document.createElement('div');
metricsDiv.id = 'live-banner-metrics';
metricsDiv.className = 'mt-1 pt-1 border-top small text-muted d-flex justify-content-between';
banner.querySelector('.small').appendChild(metricsDiv);
}
metricsDiv.innerHTML = `
<span>Acc: ${(data.metrics.accuracy * 100).toFixed(1)}%</span>
<span>Loss: ${data.metrics.loss ? data.metrics.loss.toFixed(4) : '--'}</span>
`;
}
}
const latest = data.signals[0];
document.getElementById('latest-signal').textContent = latest.action;
document.getElementById('latest-confidence').textContent =
(latest.confidence * 100).toFixed(1) + '%';
// Handle prediction price and timestamp safely
const predPrice = (latest.predicted_price && !isNaN(latest.predicted_price))
? latest.predicted_price.toFixed(2)
: '--';
// Format timestamp carefully
let timestamp = new Date().toISOString();
if (latest.timestamp) {
timestamp = latest.timestamp;
}
// Add to prediction history (keep last 5)
predictionHistory.unshift({
timestamp: latest.timestamp || new Date().toISOString(),
timestamp: timestamp,
action: latest.action,
confidence: latest.confidence,
predicted_price: latest.predicted_price
@@ -882,21 +933,20 @@
updatePredictionHistory();
// Update chart with signal markers
if (appState.chartManager) {
if (window.appState && window.appState.chartManager) {
displaySignalOnChart(latest);
}
}
})
.catch(error => {
console.error('Error polling signals:', error);
});
console.error('Error polling signals:', error);
});
}, 1000); // Poll every second
}
// Update charts with latest data
updateChartsWithLiveData();
}, 1000); // Poll every second
}
// REMOVED: updateChartsWithLiveData() - Full chart refresh is deprecated in favor of incremental updates
function updateChartsWithLiveData() {
/* DEPRECATED: Old update logic
// Fetch latest chart data
fetch('/api/chart-data', {
method: 'POST',
@@ -924,8 +974,7 @@
console.error('Error updating charts:', error);
});
}
let liveUpdateCount = 0;
*/
function updateSingleChart(timeframe, newData) {
const chart = appState.chartManager.charts[timeframe];
@@ -955,7 +1004,8 @@
// Update counter
liveUpdateCount++;
const counterEl = document.getElementById('live-update-count');
// Note: The element ID is 'live-updates-count' in the header, not 'live-update-count'
const counterEl = document.getElementById('live-updates-count') || document.getElementById('live-update-count');
if (counterEl) {
counterEl.textContent = liveUpdateCount + ' updates';
}