'
-
- # Group plots by row
- current_row = -1
- for plot in sorted_plots:
- row = plot.get('position', {}).get('row', 0)
-
- # If new row, close previous row div and start new one
- if row != current_row:
- if current_row != -1:
- plots_html += '
' # Close previous row
- plots_html += f'
-
-
- {metrics_html}
-
- {plots_html}
-
-
- {js}
-
-
- """
-
- return html
-
- def _convert_series_to_js(self, series):
- """Convert pandas Series to JavaScript-friendly format"""
- if series.empty:
- return "[]"
-
- # Convert series to list of [date, value] pairs
- data = []
- for date, value in series.items():
- # Format date as ISO string and ensure value is a number
- date_str = date.strftime('%Y-%m-%d') if hasattr(date, 'strftime') else str(date)
-
- # Handle NumPy types
- if isinstance(value, (np.integer, np.floating)):
- value_float = float(value.item())
- else:
- value_float = float(value) if pd.notna(value) else None
-
- data.append([date_str, value_float])
-
- return json.dumps(data)
-
- def _get_dashboard_css(self):
- """Return CSS for the dashboard"""
- return """
- /* Dashboard styles */
- body {
- font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
- margin: 0;
- padding: 0;
- background-color: #f5f7fa;
- color: #333;
- }
-
- .container {
- max-width: 1200px;
- margin: 0 auto;
- padding: 20px;
- }
-
- .header {
- background-color: #2c3e50;
- color: white;
- padding: 20px;
- border-radius: 8px;
- margin-bottom: 20px;
- display: flex;
- justify-content: space-between;
- align-items: center;
- }
-
- .header h1 {
- margin: 0;
- font-size: 24px;
- }
-
- .date-range {
- font-size: 14px;
- opacity: 0.8;
- }
-
- .total-return {
- font-size: 32px;
- font-weight: bold;
- margin: 0;
- }
-
- .positive-return {
- color: #2ecc71;
- }
-
- .negative-return {
- color: #e74c3c;
- }
-
- /* Metrics grid */
- .metrics-grid {
- display: grid;
- grid-template-columns: repeat(auto-fill, minmax(250px, 1fr));
- grid-gap: 20px;
- margin-bottom: 20px;
- }
-
- .metric-card {
- background-color: white;
- border-radius: 8px;
- padding: 20px;
- box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
- }
-
- .metric-title {
- font-size: 14px;
- color: #7f8c8d;
- margin: 0 0 5px 0;
- }
-
- .metric-value {
- font-size: 24px;
- font-weight: bold;
- margin: 0;
- }
-
- /* Plots grid */
- .plots-grid {
- display: flex;
- flex-direction: column;
- gap: 20px;
- }
-
- .plot-row {
- display: grid;
- grid-template-columns: repeat(2, 1fr);
- grid-gap: 20px;
- }
-
- .plot-card {
- background-color: white;
- border-radius: 8px;
- padding: 20px;
- box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
- }
-
- .plot-title {
- font-size: 18px;
- margin-top: 0;
- margin-bottom: 15px;
- }
-
- .plot-container {
- height: 300px;
- width: 100%;
- }
-
- /* Responsive layout */
- @media (max-width: 768px) {
- .plot-row {
- grid-template-columns: 1fr;
- }
-
- .header {
- flex-direction: column;
- align-items: flex-start;
- }
-
- .header > div:last-child {
- margin-top: 15px;
- }
- }
- """
-
- def prepare_dashboard_data(self):
- """
- Prepare backtest results data for the dashboard
-
- Returns:
- --------
- dashboard_data : dict
- Formatted data ready for the dashboard
- """
- if self.results is None:
- raise ValueError("No backtest results available. Run the backtest first.")
-
- # Extract metrics and ensure they're serializable
- metrics = {}
- for key, value in self.results.get('metrics', {}).items():
- if isinstance(value, (np.integer, np.floating, np.bool_)):
- metrics[key] = value.item() # Convert NumPy types to Python native types
- else:
- metrics[key] = value
-
- # Format time series data
- formatted_data = {}
-
- # Add equity curve
- if 'equity' in self.results:
- equity = self.results['equity']
- formatted_data['equity'] = self._format_time_series(equity)
-
- # Add benchmark if available
- plots = self.results.get('plots', {})
- if 'benchmark_equity_curve' in plots:
- benchmark = plots['benchmark_equity_curve']
- formatted_data['benchmark'] = self._format_time_series(benchmark)
-
- # Add drawdown
- if 'drawdown_series' in plots:
- drawdown = plots['drawdown_series']
- formatted_data['drawdown'] = self._format_time_series(drawdown)
-
- # Add rolling sharpe
- if 'rolling_sharpe' in plots:
- rolling_sharpe = plots['rolling_sharpe']
- formatted_data['rolling_sharpe'] = self._format_time_series(rolling_sharpe)
-
- # Add monthly returns
- if 'monthly_returns' in plots:
- monthly_returns = plots['monthly_returns']
- formatted_data['monthly_returns'] = self._format_time_series(monthly_returns)
-
- # Return the dashboard data
- return {
- 'metrics': metrics,
- 'data': formatted_data,
- 'start_date': self.start_date.strftime('%Y-%m-%d'),
- 'end_date': self.end_date.strftime('%Y-%m-%d'),
- 'total_return': float(self.results.get('returns', 0)) * 100 # Convert to percentage
- }
+ from .dashboard.dashboard_generator import generate_dashboard
+ return generate_dashboard(self, output_dir, open_browser, config_path)
diff --git a/algosystem/backtesting/utils/graph_config.json b/algosystem/backtesting/utils/graph_config.json
new file mode 100644
index 0000000..2f49794
--- /dev/null
+++ b/algosystem/backtesting/utils/graph_config.json
@@ -0,0 +1,102 @@
+{
+ "metrics": [
+ {
+ "id": "annual_return",
+ "type": "Percentage",
+ "title": "Annualized Return",
+ "value_key": "annual_return",
+ "position": {
+ "row": 0,
+ "col": 0
+ }
+ },
+ {
+ "id": "volatility",
+ "type": "Percentage",
+ "title": "Volatility",
+ "value_key": "volatility",
+ "position": {
+ "row": 0,
+ "col": 1
+ }
+ },
+ {
+ "id": "sharpe_ratio",
+ "type": "Value",
+ "title": "Sharpe Ratio",
+ "value_key": "sharpe_ratio",
+ "position": {
+ "row": 0,
+ "col": 2
+ }
+ },
+ {
+ "id": "max_drawdown",
+ "type": "Percentage",
+ "title": "Max Drawdown",
+ "value_key": "max_drawdown",
+ "position": {
+ "row": 0,
+ "col": 3
+ }
+ }
+ ],
+ "charts": [
+ {
+ "id": "equity_curve",
+ "type": "LineChart",
+ "title": "Equity Curve",
+ "data_key": "equity",
+ "position": {
+ "row": 1,
+ "col": 0
+ },
+ "config": {
+ "y_axis_label": "Value ($)"
+ }
+ },
+ {
+ "id": "drawdown",
+ "type": "LineChart",
+ "title": "Drawdown Chart",
+ "data_key": "drawdown",
+ "position": {
+ "row": 1,
+ "col": 1
+ },
+ "config": {
+ "y_axis_label": "Drawdown (%)",
+ "percentage_format": true
+ }
+ },
+ {
+ "id": "monthly_returns",
+ "type": "HeatmapTable",
+ "title": "Monthly Returns Heatmap",
+ "data_key": "monthly_returns",
+ "position": {
+ "row": 2,
+ "col": 0
+ },
+ "config": {}
+ },
+ {
+ "id": "rolling_sharpe",
+ "type": "LineChart",
+ "title": "Rolling Sharpe Ratio",
+ "data_key": "rolling_sharpe",
+ "position": {
+ "row": 2,
+ "col": 1
+ },
+ "config": {
+ "y_axis_label": "Sharpe Ratio",
+ "window_size": 252
+ }
+ }
+ ],
+ "layout": {
+ "max_cols": 2,
+ "title": "AlgoSystem Trading Dashboard"
+ }
+ }
\ No newline at end of file
diff --git a/algosystem/static/css/styles.css b/algosystem/static/css/styles.css
deleted file mode 100644
index 56aebc7..0000000
--- a/algosystem/static/css/styles.css
+++ /dev/null
@@ -1,184 +0,0 @@
-/* Main styles for the AlgoSystem Trading Dashboard */
-body {
- font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
- margin: 0;
- padding: 0;
- background-color: #f5f7fa;
- color: #333;
-}
-
-.container {
- max-width: 1200px;
- margin: 0 auto;
- padding: 20px;
-}
-
-.header {
- background-color: #2c3e50;
- color: white;
- padding: 20px;
- border-radius: 8px;
- margin-bottom: 20px;
- display: flex;
- justify-content: space-between;
- align-items: center;
-}
-
-.header h1 {
- margin: 0;
- font-size: 24px;
-}
-
-.date-range {
- font-size: 14px;
- opacity: 0.8;
-}
-
-/* Metric cards grid layout */
-.metrics-grid {
- display: grid;
- grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
- grid-gap: 20px;
- margin-bottom: 20px;
-}
-
-.metric-card {
- background-color: white;
- border-radius: 8px;
- padding: 20px;
- box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
-}
-
-.metric-title {
- font-size: 14px;
- color: #7f8c8d;
- margin-top: 0;
- margin-bottom: 10px;
-}
-
-.metric-value {
- font-size: 24px;
- font-weight: bold;
- margin: 0;
- color: #2c3e50;
-}
-
-.metric-value.positive {
- color: #27ae60;
-}
-
-.metric-value.negative {
- color: #e74c3c;
-}
-
-/* Chart containers */
-.chart-container {
- background-color: white;
- border-radius: 8px;
- padding: 20px;
- margin-bottom: 20px;
- box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
-}
-
-.chart-title {
- font-size: 18px;
- margin-top: 0;
- margin-bottom: 20px;
- color: #2c3e50;
-}
-
-/* Two-column layout for charts */
-.two-column {
- display: grid;
- grid-template-columns: 1fr 1fr;
- grid-gap: 20px;
-}
-
-@media (max-width: 768px) {
- .two-column {
- grid-template-columns: 1fr;
- }
-}
-
-/* Return statistics layout */
-.return-stats {
- display: grid;
- grid-template-columns: repeat(3, 1fr);
- grid-gap: 10px;
-}
-
-/* Tab navigation */
-.tab-container {
- margin-bottom: 20px;
-}
-
-.tabs {
- display: flex;
- border-bottom: 1px solid #ddd;
- margin-bottom: 15px;
-}
-
-.tab {
- padding: 10px 20px;
- cursor: pointer;
- border-bottom: 2px solid transparent;
-}
-
-.tab.active {
- border-bottom: 2px solid #3498db;
- font-weight: bold;
-}
-
-.tab-content {
- display: none;
-}
-
-.tab-content.active {
- display: block;
-}
-
-/* Monthly returns heatmap */
-.monthly-returns-table {
- width: 100%;
- border-collapse: collapse;
-}
-
-.monthly-returns-table th,
-.monthly-returns-table td {
- padding: 8px;
- text-align: center;
-}
-
-.monthly-returns-table th {
- font-weight: bold;
-}
-
-/* Loading state */
-.loading {
- display: flex;
- justify-content: center;
- align-items: center;
- height: 200px;
- font-size: 16px;
- color: #7f8c8d;
-}
-
-/* Mobile responsive adjustments */
-@media (max-width: 576px) {
- .metrics-grid {
- grid-template-columns: 1fr;
- }
-
- .return-stats {
- grid-template-columns: 1fr;
- }
-
- .header {
- flex-direction: column;
- align-items: flex-start;
- }
-
- .header > div:last-child {
- margin-top: 15px;
- }
-}
\ No newline at end of file
diff --git a/algosystem/static/js/script.js b/algosystem/static/js/script.js
deleted file mode 100644
index 1326d94..0000000
--- a/algosystem/static/js/script.js
+++ /dev/null
@@ -1,647 +0,0 @@
-// Main JavaScript file for the AlgoSystem Trading Dashboard
-
-// This will store all dashboard data
-let dashboardData = null;
-
-// Fetch the metrics data from the JSON file
-async function fetchDashboardData() {
- try {
- const response = await fetch('dashboard_data.json');
- if (!response.ok) {
- throw new Error(`HTTP error! status: ${response.status}`);
- }
- dashboardData = await response.json();
-
- // Update the dashboard with the data
- updateDashboard();
- } catch (error) {
- console.error('Error fetching dashboard data:', error);
- document.body.innerHTML = `
-
-
-
-
-
-
Annualized Return
-
0.00%
-
-
-
-
-
Max Drawdown
-
-14.83%
-
-
+
+
+
+
+
AlgoSystem Trading Dashboard
+
+
+
+
+
+
+
+
+
+
-
-
-
-
Monthly Returns Heatmap
-
-
-
-
-
Rolling Sharpe Ratio
-
-
-
-
-
-
-
-
-
-
-
\ No newline at end of file
+
+
+
diff --git a/dashboard/dashboard_data.json b/dashboard/dashboard_data.json
index 692fe46..43805f5 100644
--- a/dashboard/dashboard_data.json
+++ b/dashboard/dashboard_data.json
@@ -1,16211 +1,6214 @@
{
- "metrics": {
- "total_return": 0.8897025257152138,
- "annualized_return": 0.17414266304309534,
- "annualized_volatility": 0.15920432118905606,
- "max_drawdown": -0.1483063614514647,
- "risk_metrics_error": "value_at_risk() got an unexpected keyword argument 'cutoff'",
- "sharpe_ratio": 1.0881549013955605,
- "sortino_ratio": 1.6280415685265508,
- "calmar_ratio": 0.8196456408920249,
- "positive_days": 537,
- "negative_days": 462,
- "pct_positive_days": 0.5375375375375375,
- "best_month": 0.12243839646812993,
- "worst_month": -0.07759771866113996,
- "avg_monthly_return": 0.014946989399733884,
- "monthly_volatility": 0.04623656501148044,
- "pct_positive_months": 0.5217391304347826,
- "alpha": 0.1725763946708265,
- "beta": 0.006009254653426389,
- "correlation": 0.007129779592087118,
- "benchmark_metrics_error": "'risk'"
- },
- "data": {
- "equity": [
- {
- "date": "2020-01-01",
- "value": 99.43580221643582
- },
- {
- "date": "2020-01-02",
- "value": 100.9651267250002
- },
- {
- "date": "2020-01-03",
- "value": 101.47618581438884
- },
- {
- "date": "2020-01-06",
- "value": 101.40970154137707
- },
- {
- "date": "2020-01-07",
- "value": 101.68043817071772
- },
- {
- "date": "2020-01-08",
- "value": 100.76913361541695
- },
- {
- "date": "2020-01-09",
- "value": 100.20637401722436
- },
- {
- "date": "2020-01-10",
- "value": 99.85261881167817
- },
- {
- "date": "2020-01-13",
- "value": 101.71377134584947
- },
- {
- "date": "2020-01-14",
- "value": 103.00351325730517
- },
- {
- "date": "2020-01-15",
- "value": 103.33757964669755
- },
- {
- "date": "2020-01-16",
- "value": 103.22895658836936
- },
- {
- "date": "2020-01-17",
- "value": 104.38877831800492
- },
- {
- "date": "2020-01-20",
- "value": 105.61930775679943
- },
- {
- "date": "2020-01-21",
- "value": 105.0070722569902
- },
- {
- "date": "2020-01-22",
- "value": 103.6517193120229
- },
- {
- "date": "2020-01-23",
- "value": 101.90359231184911
- },
- {
- "date": "2020-01-24",
- "value": 102.06947592549463
- },
- {
- "date": "2020-01-27",
- "value": 102.84836632845578
- },
- {
- "date": "2020-01-28",
- "value": 104.26252142014215
- },
- {
- "date": "2020-01-29",
- "value": 105.2408515472917
- },
- {
- "date": "2020-01-30",
- "value": 105.61895221757905
- },
- {
- "date": "2020-01-31",
- "value": 106.26208478900571
- },
- {
- "date": "2020-02-03",
- "value": 108.1074270811467
- },
- {
- "date": "2020-02-04",
- "value": 109.13189403904622
- },
- {
- "date": "2020-02-05",
- "value": 109.06959873071365
- },
- {
- "date": "2020-02-06",
- "value": 110.8481558387983
- },
- {
- "date": "2020-02-07",
- "value": 109.22556045218472
- },
- {
- "date": "2020-02-10",
- "value": 109.7368109956686
- },
- {
- "date": "2020-02-11",
- "value": 110.7903331615751
- },
- {
- "date": "2020-02-12",
- "value": 110.50595899966031
- },
- {
- "date": "2020-02-13",
- "value": 111.25900364915633
- },
- {
- "date": "2020-02-14",
- "value": 110.20260700058732
- },
- {
- "date": "2020-02-17",
- "value": 111.01462783557128
- },
- {
- "date": "2020-02-18",
- "value": 111.11533321566574
- },
- {
- "date": "2020-02-19",
- "value": 111.01682639595774
- },
- {
- "date": "2020-02-20",
- "value": 109.69837253168812
- },
- {
- "date": "2020-02-21",
- "value": 110.24692985358509
- },
- {
- "date": "2020-02-24",
- "value": 112.08222160559293
- },
- {
- "date": "2020-02-25",
- "value": 111.17319245651824
- },
- {
- "date": "2020-02-26",
- "value": 110.69013060522236
- },
- {
- "date": "2020-02-27",
- "value": 112.25507242161761
- },
- {
- "date": "2020-02-28",
- "value": 112.6830799751081
- },
- {
- "date": "2020-03-02",
- "value": 113.71581643219085
- },
- {
- "date": "2020-03-03",
- "value": 113.17854572744545
- },
- {
- "date": "2020-03-04",
- "value": 113.75921983444772
- },
- {
- "date": "2020-03-05",
- "value": 113.32026252181355
- },
- {
- "date": "2020-03-06",
- "value": 112.03211147356515
- },
- {
- "date": "2020-03-09",
- "value": 112.82006669016774
- },
- {
- "date": "2020-03-10",
- "value": 112.84437806321476
- },
- {
- "date": "2020-03-11",
- "value": 114.30747876982505
- },
- {
- "date": "2020-03-12",
- "value": 112.56251325106797
- },
- {
- "date": "2020-03-13",
- "value": 111.96513168754036
- },
- {
- "date": "2020-03-16",
- "value": 110.63111762876252
- },
- {
- "date": "2020-03-17",
- "value": 109.54403310457893
- },
- {
- "date": "2020-03-18",
- "value": 109.75025608523028
- },
- {
- "date": "2020-03-19",
- "value": 110.42078550355777
- },
- {
- "date": "2020-03-20",
- "value": 108.48747422991907
- },
- {
- "date": "2020-03-23",
- "value": 106.84231787763778
- },
- {
- "date": "2020-03-24",
- "value": 108.05769872428064
- },
- {
- "date": "2020-03-25",
- "value": 108.46490121066374
- },
- {
- "date": "2020-03-26",
- "value": 109.01358029275761
- },
- {
- "date": "2020-03-27",
- "value": 108.31182966919212
- },
- {
- "date": "2020-03-30",
- "value": 109.34711795756972
- },
- {
- "date": "2020-03-31",
- "value": 109.91873287828615
- },
- {
- "date": "2020-04-01",
- "value": 108.76841353136577
- },
- {
- "date": "2020-04-02",
- "value": 108.56142029421156
- },
- {
- "date": "2020-04-03",
- "value": 108.57503373916619
- },
- {
- "date": "2020-04-06",
- "value": 109.11968623888735
- },
- {
- "date": "2020-04-07",
- "value": 109.89103052547156
- },
- {
- "date": "2020-04-08",
- "value": 111.59658406702775
- },
- {
- "date": "2020-04-09",
- "value": 111.40140859701464
- },
- {
- "date": "2020-04-10",
- "value": 110.00520614997991
- },
- {
- "date": "2020-04-13",
- "value": 108.25535297673422
- },
- {
- "date": "2020-04-14",
- "value": 106.56435545963771
- },
- {
- "date": "2020-04-15",
- "value": 106.10140494625668
- },
- {
- "date": "2020-04-16",
- "value": 106.1382004292148
- },
- {
- "date": "2020-04-17",
- "value": 105.53688799930704
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+ ],
+ "borderColor": "#2ecc71",
+ "backgroundColor": "rgba(46, 204, 113, 0.1)",
+ "fill": true,
+ "tension": 0.1
+ }
+ ]
+ },
+ "config": {
+ "y_axis_label": "Sharpe Ratio",
+ "window_size": 252
+ },
+ "position": {
+ "row": 2,
+ "col": 1
+ }
+ }
+ }
}
\ No newline at end of file
diff --git a/dashboard/js/chart_factory.js b/dashboard/js/chart_factory.js
new file mode 100644
index 0000000..b4436ac
--- /dev/null
+++ b/dashboard/js/chart_factory.js
@@ -0,0 +1,157 @@
+/**
+ * Chart Factory - Functions for creating various chart types
+ */
+
+// Store chart instances for later reference
+const chartInstances = {};
+
+/**
+ * Create a line chart
+ * @param {string} containerId - ID of the container element
+ * @param {object} data - Chart data
+ * @param {object} options - Chart options
+ */
+function createLineChart(containerId, data, options) {
+ const container = document.getElementById(containerId);
+ if (!container) return;
+
+ // Clear existing content
+ container.innerHTML = '';
+
+ // Create canvas element
+ const canvas = document.createElement('canvas');
+ container.appendChild(canvas);
+
+ // Check if data is available
+ if (!data || !data.labels || !data.datasets || data.labels.length === 0) {
+ container.innerHTML = '
No data available
';
+ return;
+ }
+
+ // Create chart instance
+ chartInstances[containerId] = new Chart(canvas, {
+ type: 'line',
+ data: data,
+ options: options || {}
+ });
+}
+
+/**
+ * Create a heatmap table
+ * @param {string} containerId - ID of the container element
+ * @param {object} data - Heatmap data
+ */
+function createHeatmapTable(containerId, data) {
+ const container = document.getElementById(containerId);
+ if (!container) return;
+
+ // Clear existing content
+ container.innerHTML = '';
+
+ // Check if data is available
+ if (!data || !data.years || !data.months || data.years.length === 0) {
+ container.innerHTML = '
No data available
';
+ return;
+ }
+
+ // Create table element
+ const table = document.createElement('table');
+ table.className = 'heatmap-table';
+ container.appendChild(table);
+
+ // Create header row
+ const headerRow = document.createElement('tr');
+
+ // Add empty corner cell
+ const cornerCell = document.createElement('th');
+ headerRow.appendChild(cornerCell);
+
+ // Add month headers
+ for (const month of data.months) {
+ const cell = document.createElement('th');
+ cell.textContent = month;
+ headerRow.appendChild(cell);
+ }
+
+ table.appendChild(headerRow);
+
+ // Create data rows
+ for (const year of data.years) {
+ const row = document.createElement('tr');
+
+ // Add year header
+ const yearCell = document.createElement('th');
+ yearCell.textContent = year;
+ row.appendChild(yearCell);
+
+ // Add data cells
+ for (let month = 1; month <= 12; month++) {
+ const cell = document.createElement('td');
+ const key = `${year}-${month}`;
+
+ if (key in data.data) {
+ const value = data.data[key];
+
+ // Format value
+ cell.textContent = formatAsPercentage(value);
+
+ // Apply color scale
+ applyHeatmapColor(cell, value);
+ }
+
+ row.appendChild(cell);
+ }
+
+ table.appendChild(row);
+ }
+}
+
+/**
+ * Apply color to heatmap cell based on value
+ * @param {HTMLElement} cell - Table cell element
+ * @param {number} value - Cell value
+ */
+function applyHeatmapColor(cell, value) {
+ if (value > 0.03) {
+ cell.style.backgroundColor = 'rgba(46, 204, 113, 0.8)';
+ cell.style.color = 'white';
+ } else if (value > 0.01) {
+ cell.style.backgroundColor = 'rgba(46, 204, 113, 0.5)';
+ } else if (value > 0) {
+ cell.style.backgroundColor = 'rgba(46, 204, 113, 0.2)';
+ } else if (value > -0.01) {
+ cell.style.backgroundColor = 'rgba(231, 76, 60, 0.2)';
+ } else if (value > -0.03) {
+ cell.style.backgroundColor = 'rgba(231, 76, 60, 0.5)';
+ } else {
+ cell.style.backgroundColor = 'rgba(231, 76, 60, 0.8)';
+ cell.style.color = 'white';
+ }
+}
+
+/**
+ * Format value as percentage
+ * @param {number} value - Value to format
+ * @returns {string} - Formatted percentage
+ */
+function formatAsPercentage(value) {
+ return `${(value * 100).toFixed(1)}%`;
+}
+
+/**
+ * Format value
+ * @param {number} value - Value to format
+ * @returns {string} - Formatted value
+ */
+function formatValue(value) {
+ return value.toFixed(2);
+}
+
+/**
+ * Format value as currency
+ * @param {number} value - Value to format
+ * @returns {string} - Formatted currency
+ */
+function formatAsCurrency(value) {
+ return `$${value.toFixed(2)}`;
+}
\ No newline at end of file
diff --git a/dashboard/js/dashboard.js b/dashboard/js/dashboard.js
new file mode 100644
index 0000000..89cb68a
--- /dev/null
+++ b/dashboard/js/dashboard.js
@@ -0,0 +1,211 @@
+/**
+ * Dashboard - Main dashboard functionality
+ */
+
+// Global data object
+let chartData;
+
+/**
+ * Initialize the dashboard
+ */
+function initDashboard() {
+ // Load data
+ fetch('dashboard_data.json')
+ .then(response => response.json())
+ .then(data => {
+ // Store data globally
+ chartData = data;
+
+ // Initialize dashboard components
+ createDashboard();
+ })
+ .catch(error => {
+ console.error('Error loading dashboard data:', error);
+ document.body.innerHTML = `
Error loading dashboard data: ${error.message}
`;
+ });
+}
+
+/**
+ * Create the dashboard
+ */
+function createDashboard() {
+ // Update metadata in the header
+ updateHeader();
+
+ // Create metrics
+ createMetrics();
+
+ // Create charts
+ createCharts();
+
+ // Add window resize handler
+ window.addEventListener('resize', handleResize);
+}
+
+/**
+ * Update the dashboard header with metadata
+ */
+function updateHeader() {
+ // Update title if needed
+ const titleElement = document.querySelector('.dashboard-header h1');
+ if (titleElement && chartData.metadata.title) {
+ titleElement.textContent = chartData.metadata.title;
+ }
+
+ // Update date range
+ const dateRangeElement = document.querySelector('.date-range');
+ if (dateRangeElement) {
+ dateRangeElement.textContent = `Backtest Period: ${chartData.metadata.start_date} to ${chartData.metadata.end_date}`;
+ }
+
+ // Update total return
+ const totalReturnElement = document.querySelector('.header-summary h2');
+ if (totalReturnElement) {
+ const totalReturn = chartData.metadata.total_return;
+ const sign = totalReturn >= 0 ? '+' : '';
+ totalReturnElement.textContent = `${sign}${totalReturn.toFixed(2)}%`;
+ totalReturnElement.className = totalReturn >= 0 ? 'positive-return' : 'negative-return';
+ }
+}
+
+/**
+ * Create metrics based on data
+ */
+function createMetrics() {
+ // Check if metrics data is available
+ if (!chartData.metrics) return;
+
+ // Update each metric
+ for (const metricId in chartData.metrics) {
+ const metric = chartData.metrics[metricId];
+
+ // Update based on metric type
+ switch (metric.type) {
+ case 'Percentage':
+ updatePercentageMetric(metricId, metric.value);
+ break;
+ case 'Value':
+ updateValueMetric(metricId, metric.value);
+ break;
+ case 'Currency':
+ updateCurrencyMetric(metricId, metric.value);
+ break;
+ default:
+ // Unsupported metric type
+ console.warn(`Unsupported metric type: ${metric.type}`);
+ }
+ }
+}
+
+/**
+ * Create charts based on data
+ */
+function createCharts() {
+ // Check if charts data is available
+ if (!chartData.charts) return;
+
+ // Create each chart
+ for (const chartId in chartData.charts) {
+ const chart = chartData.charts[chartId];
+
+ // Create based on chart type
+ switch (chart.type) {
+ case 'LineChart':
+ createLineChart(
+ chartId,
+ chart.data,
+ getChartOptions(chart)
+ );
+ break;
+ case 'HeatmapTable':
+ createHeatmapTable(
+ chartId,
+ chart.data
+ );
+ break;
+ default:
+ // Unsupported chart type
+ console.warn(`Unsupported chart type: ${chart.type}`);
+ }
+ }
+}
+
+/**
+ * Get chart options based on chart configuration
+ * @param {object} chart - Chart configuration
+ * @returns {object} - Chart options
+ */
+function getChartOptions(chart) {
+ // Base options
+ const options = {
+ responsive: true,
+ maintainAspectRatio: false,
+ plugins: {
+ legend: {
+ display: true,
+ position: 'top',
+ },
+ tooltip: {
+ mode: 'index',
+ intersect: false
+ }
+ },
+ scales: {
+ x: {
+ type: 'time',
+ time: {
+ unit: 'month',
+ displayFormats: {
+ month: 'MMM YYYY'
+ }
+ },
+ title: {
+ display: true,
+ text: 'Date'
+ }
+ },
+ y: {
+ title: {
+ display: true,
+ text: chart.config.y_axis_label || 'Value'
+ }
+ }
+ }
+ };
+
+ // Add percentage formatting if needed
+ if (chart.config.percentage_format) {
+ options.plugins.tooltip.callbacks = {
+ label: function(context) {
+ let label = context.dataset.label || '';
+ if (label) {
+ label += ': ';
+ }
+ if (context.parsed.y !== null) {
+ label += formatAsPercentage(context.parsed.y);
+ }
+ return label;
+ }
+ };
+
+ options.scales.y.ticks = {
+ callback: function(value) {
+ return formatAsPercentage(value);
+ }
+ };
+ }
+
+ return options;
+}
+
+/**
+ * Handle window resize event
+ */
+function handleResize() {
+ // Redraw charts if needed
+ for (const chartId in chartInstances) {
+ if (chartInstances[chartId]) {
+ chartInstances[chartId].resize();
+ }
+ }
+}
\ No newline at end of file
diff --git a/dashboard/js/metric_factory.js b/dashboard/js/metric_factory.js
new file mode 100644
index 0000000..80d9a0d
--- /dev/null
+++ b/dashboard/js/metric_factory.js
@@ -0,0 +1,60 @@
+/**
+ * Metric Factory - Functions for updating various metric types
+ */
+
+/**
+ * Update a percentage metric
+ * @param {string} metricId - ID of the metric element
+ * @param {number} value - Metric value
+ */
+function updatePercentageMetric(metricId, value) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value
+ const formattedValue = formatAsPercentage(value);
+
+ // Determine class based on value
+ const className = value >= 0 ? 'positive' : 'negative';
+
+ // Update element
+ element.innerHTML = `
${formattedValue} `;
+}
+
+/**
+ * Update a value metric
+ * @param {string} metricId - ID of the metric element
+ * @param {number} value - Metric value
+ */
+function updateValueMetric(metricId, value) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value
+ const formattedValue = formatValue(value);
+
+ // Determine class based on value
+ const className = value >= 0 ? 'positive' : 'negative';
+
+ // Update element
+ element.innerHTML = `
${formattedValue} `;
+}
+
+/**
+ * Update a currency metric
+ * @param {string} metricId - ID of the metric element
+ * @param {number} value - Metric value
+ */
+function updateCurrencyMetric(metricId, value) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value
+ const formattedValue = formatAsCurrency(value);
+
+ // Determine class based on value
+ const className = value >= 0 ? 'positive' : 'negative';
+
+ // Update element
+ element.innerHTML = `
${formattedValue} `;
+}
\ No newline at end of file
diff --git a/strategy.csv b/strategy.csv
index 0daed08..79cbdb5 100644
--- a/strategy.csv
+++ b/strategy.csv
@@ -1,1001 +1,1001 @@
,Strategy
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diff --git a/system-architecture.mermaid b/system-architecture.mermaid
new file mode 100644
index 0000000..703a09c
--- /dev/null
+++ b/system-architecture.mermaid
@@ -0,0 +1,44 @@
+graph TD
+ A[AlgoSystem] --> B[Backtesting]
+ A --> C[Analysis]
+ A --> D[Dashboard]
+ A --> E[Utils]
+ A --> F[CLI]
+
+ %% Backtesting Module
+ B --> B1[Engine - Core backtesting logic]
+ B --> B2[Metrics - Performance calculations]
+ B --> B3[Visualization - Plot generation]
+ B --> B4[Dashboard Generator - HTML output]
+
+ %% Analysis Module
+ C --> C1[Risk - VaR, CVaR, stress testing]
+ C --> C2[Performance - Returns analysis]
+ C --> C3[Portfolio - Optimization, efficient frontier]
+
+ %% Dashboard Module
+ D --> D1[Dashboard Module - Interactive UI]
+ D --> D2[Plot Registry - Chart catalog]
+ D --> D3[Chart Handlers - Visualization logic]
+
+ %% Utils Module
+ E --> E1[Config - System configuration]
+ E --> E2[Logging - Debug output]
+ E --> E3[Decorators - Function wrappers]
+
+ %% CLI Module
+ F --> F1[Commands - Command-line tools]
+
+ %% Data Flow
+ B1 -->|Results| B2
+ B2 -->|Metrics| B3
+ B3 -->|Figures| B4
+ B4 -->|Dashboard| G[HTML/CSS/JS Output]
+
+ C1 -->|Risk Metrics| B2
+ C2 -->|Performance Data| B2
+ C3 -->|Portfolio Analysis| B2
+
+ D1 -->|UI Events| D2
+ D2 -->|Chart Specs| D3
+ F1 -->|CLI Args| B1
From 959179a0d0ff42107fb0f023094e234dd1e8f4df Mon Sep 17 00:00:00 2001
From: BonelessWater
Date: Tue, 6 May 2025 23:13:56 -0400
Subject: [PATCH 07/54] dashboard updates successfully
need to add more charts and metrics
need to theme the webapp and dashboard
---
poetry.lock | 3088 ---------------------------------------------------
1 file changed, 3088 deletions(-)
delete mode 100644 poetry.lock
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index d82efa0..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,3088 +0,0 @@
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-]
-
-[package.extras]
-test = ["pytest"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.11,<4.0"
-content-hash = "f4a8086c3d39ce050429f9d7319f83dd5c3314d59393d7bc76a9407295877b37"
From 77bf7c2d7d5e1d54cae06b28797c198ecd8e2753 Mon Sep 17 00:00:00 2001
From: BonelessWater
Date: Tue, 6 May 2025 23:14:02 -0400
Subject: [PATCH 08/54] .
---
.gitignore | 1 +
.../dashboard/dashboard_generator.py | 764 +++-
.../dashboard/static/html/dashboard.html | 141 -
.../dashboard/utils/default_config.json | 102 +
.../dashboard/utils/default_config.py | 86 +
.../dashboard/web_app/__init__.py} | 0
.../backtesting/dashboard/web_app/app.py | 50 +
.../backtesting/dashboard/web_app/routes.py | 177 +
.../web_app/static/css/dashboard_editor.css | 318 ++
.../web_app/static/js/chart_registery.js | 0
.../web_app/static/js/dashboard_editor.js | 571 +++
.../web_app/templates/chart_config.html | 143 +
.../dashboard/web_app/templates/index.html | 95 +
algosystem/backtesting/engine.py | 205 +-
.../backtesting/utils/graph_config.json | 102 -
algosystem/backtesting/visualization.py | 279 --
algosystem/cli/commands.py | 274 +-
algosystem/dashboard/__init__.py | 15 -
algosystem/dashboard/dashboard_module.py | 1813 --------
algosystem/dashboard/plot_registery.py | 422 --
algosystem/utils/graph_config.json | 103 +-
dashboard/dashboard.css | 125 -
pyproject.toml | 1 +
{dashboard => test_output}/css/dashboard.css | 0
{dashboard => test_output}/dashboard.html | 0
.../dashboard_data.json | 3800 ++++++++---------
.../js/chart_factory.js | 0
{dashboard => test_output}/js/dashboard.js | 0
.../js/metric_factory.js | 0
29 files changed, 4366 insertions(+), 5221 deletions(-)
delete mode 100644 algosystem/backtesting/dashboard/static/html/dashboard.html
create mode 100644 algosystem/backtesting/dashboard/utils/default_config.json
create mode 100644 algosystem/backtesting/dashboard/utils/default_config.py
rename algosystem/{dashboard/chart_handlers.py => backtesting/dashboard/web_app/__init__.py} (100%)
create mode 100644 algosystem/backtesting/dashboard/web_app/app.py
create mode 100644 algosystem/backtesting/dashboard/web_app/routes.py
create mode 100644 algosystem/backtesting/dashboard/web_app/static/css/dashboard_editor.css
create mode 100644 algosystem/backtesting/dashboard/web_app/static/js/chart_registery.js
create mode 100644 algosystem/backtesting/dashboard/web_app/static/js/dashboard_editor.js
create mode 100644 algosystem/backtesting/dashboard/web_app/templates/chart_config.html
create mode 100644 algosystem/backtesting/dashboard/web_app/templates/index.html
delete mode 100644 algosystem/backtesting/utils/graph_config.json
delete mode 100644 algosystem/backtesting/visualization.py
delete mode 100644 algosystem/dashboard/__init__.py
delete mode 100644 algosystem/dashboard/dashboard_module.py
delete mode 100644 algosystem/dashboard/plot_registery.py
delete mode 100644 dashboard/dashboard.css
rename {dashboard => test_output}/css/dashboard.css (100%)
rename {dashboard => test_output}/dashboard.html (100%)
rename {dashboard => test_output}/dashboard_data.json (63%)
rename {dashboard => test_output}/js/chart_factory.js (100%)
rename {dashboard => test_output}/js/dashboard.js (100%)
rename {dashboard => test_output}/js/metric_factory.js (100%)
diff --git a/.gitignore b/.gitignore
index e88e668..21ddb4c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
venv
algosystem.egg-info
.pytest_cache
+poetry.lock
.coverage
__pycache__
/plots
\ No newline at end of file
diff --git a/algosystem/backtesting/dashboard/dashboard_generator.py b/algosystem/backtesting/dashboard/dashboard_generator.py
index efa89a8..59c9742 100644
--- a/algosystem/backtesting/dashboard/dashboard_generator.py
+++ b/algosystem/backtesting/dashboard/dashboard_generator.py
@@ -21,7 +21,7 @@ def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=N
open_browser : bool, optional
Whether to automatically open the dashboard in browser. Defaults to True
config_path : str, optional
- Path to the graph configuration file. Defaults to utils/graph_config.json
+ Path to the graph configuration file. If None, will use the default config
Returns:
--------
@@ -30,7 +30,11 @@ def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=N
"""
# Check if backtest results are available
if engine.results is None:
- raise ValueError("No backtest results available. Run the backtest first.")
+ # Try to run the backtest if not already run
+ engine.run()
+
+ if engine.results is None:
+ raise ValueError("No backtest results available. Run the backtest first.")
# Set default output directory
if output_dir is None:
@@ -41,11 +45,13 @@ def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=N
# Load graph configuration
if config_path is None:
- config_path = os.path.join(os.path.dirname(os.path.dirname(__file__)),
- "utils", "graph_config.json")
-
- with open(config_path, 'r') as f:
- config = json.load(f)
+ # Use default configuration
+ from .utils.default_config import get_default_config
+ config = get_default_config()
+ else:
+ # Load configuration from file
+ with open(config_path, 'r') as f:
+ config = json.load(f)
# Validate configuration
validate_config(config)
@@ -66,35 +72,741 @@ def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=N
with open(data_path, 'w') as f:
json.dump(dashboard_data, f, indent=2)
- # Copy static files
- static_dir = os.path.join(os.path.dirname(__file__), 'static')
-
- # Create js directory
+ # Create directories for static files
js_dir = os.path.join(output_dir, 'js')
os.makedirs(js_dir, exist_ok=True)
- # Copy main JS file
- main_js_path = os.path.join(static_dir, 'js', 'dashboard.js')
- shutil.copy(main_js_path, js_dir)
-
- # Copy chart factory JS file
- chart_factory_js_path = os.path.join(static_dir, 'js', 'chart_factory.js')
- shutil.copy(chart_factory_js_path, js_dir)
-
- # Copy metric factory JS file
- metric_factory_js_path = os.path.join(static_dir, 'js', 'metric_factory.js')
- shutil.copy(metric_factory_js_path, js_dir)
-
- # Create css directory
css_dir = os.path.join(output_dir, 'css')
os.makedirs(css_dir, exist_ok=True)
+ # Copy static files
+ static_dir = os.path.join(os.path.dirname(__file__), 'static')
+
+ # Copy JS files
+ js_files = ['dashboard.js', 'chart_factory.js', 'metric_factory.js']
+ for js_file in js_files:
+ src_path = os.path.join(static_dir, 'js', js_file)
+ if os.path.exists(src_path):
+ shutil.copy(src_path, js_dir)
+ else:
+ # Create minimum required JS files if they don't exist
+ create_default_js_files(js_dir, js_file)
+
# Copy CSS file
css_path = os.path.join(static_dir, 'css', 'dashboard.css')
- shutil.copy(css_path, css_dir)
+ if os.path.exists(css_path):
+ shutil.copy(css_path, css_dir)
+ else:
+ # Create default CSS file if it doesn't exist
+ create_default_css_file(css_dir)
# Open in browser if requested
if open_browser:
webbrowser.open('file://' + os.path.abspath(dashboard_path))
- return dashboard_path
\ No newline at end of file
+ return dashboard_path
+
+def create_default_js_files(js_dir, file_name):
+ """Create default JS files with minimal functionality if originals don't exist."""
+ if file_name == 'dashboard.js':
+ content = """
+/**
+ * Dashboard - Main dashboard functionality
+ */
+
+// Global data object
+let chartData;
+
+/**
+ * Initialize the dashboard
+ */
+function initDashboard() {
+ // Load data
+ fetch('dashboard_data.json')
+ .then(response => response.json())
+ .then(data => {
+ // Store data globally
+ chartData = data;
+
+ // Initialize dashboard components
+ createDashboard();
+ })
+ .catch(error => {
+ console.error('Error loading dashboard data:', error);
+ document.body.innerHTML = `Error loading dashboard data: ${error.message}
`;
+ });
+}
+
+/**
+ * Create the dashboard
+ */
+function createDashboard() {
+ // Update metadata in the header
+ updateHeader();
+
+ // Create metrics
+ createMetrics();
+
+ // Create charts
+ createCharts();
+}
+
+/**
+ * Update the dashboard header with metadata
+ */
+function updateHeader() {
+ // Update title if needed
+ const titleElement = document.querySelector('.dashboard-header h1');
+ if (titleElement && chartData.metadata.title) {
+ titleElement.textContent = chartData.metadata.title;
+ }
+
+ // Update date range
+ const dateRangeElement = document.querySelector('.date-range');
+ if (dateRangeElement) {
+ dateRangeElement.textContent = `Backtest Period: ${chartData.metadata.start_date} to ${chartData.metadata.end_date}`;
+ }
+
+ // Update total return
+ const totalReturnElement = document.querySelector('.header-summary h2');
+ if (totalReturnElement) {
+ const totalReturn = chartData.metadata.total_return;
+ const sign = totalReturn >= 0 ? '+' : '';
+ totalReturnElement.textContent = `${sign}${totalReturn.toFixed(2)}%`;
+ totalReturnElement.className = totalReturn >= 0 ? 'positive-return' : 'negative-return';
+ }
+}
+
+/**
+ * Create metrics based on data
+ */
+function createMetrics() {
+ // Check if metrics data is available
+ if (!chartData.metrics) return;
+
+ // Update each metric
+ for (const metricId in chartData.metrics) {
+ const metric = chartData.metrics[metricId];
+ updateMetric(metricId, metric);
+ }
+}
+
+/**
+ * Create charts based on data
+ */
+function createCharts() {
+ // Check if charts data is available
+ if (!chartData.charts) return;
+
+ // Create each chart
+ for (const chartId in chartData.charts) {
+ const chart = chartData.charts[chartId];
+ createChart(chartId, chart);
+ }
+}
+
+/**
+ * Update a metric with data
+ */
+function updateMetric(metricId, metricData) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value based on type
+ let formattedValue = metricData.value;
+ let className = '';
+
+ if (metricData.type === 'Percentage') {
+ formattedValue = `${(metricData.value * 100).toFixed(2)}%`;
+ className = metricData.value >= 0 ? 'positive' : 'negative';
+ } else if (metricData.type === 'Value') {
+ formattedValue = metricData.value.toFixed(2);
+ className = metricData.value >= 0 ? 'positive' : 'negative';
+ } else if (metricData.type === 'Currency') {
+ formattedValue = `$${metricData.value.toFixed(2)}`;
+ className = metricData.value >= 0 ? 'positive' : 'negative';
+ }
+
+ element.innerHTML = `${formattedValue} `;
+}
+
+/**
+ * Create a chart with data
+ */
+function createChart(chartId, chartData) {
+ const container = document.getElementById(chartId);
+ if (!container) return;
+
+ // Create a simple fallback visualization if Chart.js is not available
+ if (typeof Chart === 'undefined') {
+ container.innerHTML = 'Chart visualization not available.
';
+ return;
+ }
+
+ // Create a canvas element
+ const canvas = document.createElement('canvas');
+ container.appendChild(canvas);
+
+ // Create the chart based on type
+ if (chartData.type === 'LineChart') {
+ new Chart(canvas, {
+ type: 'line',
+ data: chartData.data,
+ options: getChartOptions(chartData)
+ });
+ } else if (chartData.type === 'HeatmapTable') {
+ // For heatmap tables, create a table instead of a canvas
+ container.innerHTML = createHeatmapTable(chartData.data);
+ }
+}
+
+/**
+ * Get chart options based on configuration
+ */
+function getChartOptions(chartData) {
+ return {
+ responsive: true,
+ maintainAspectRatio: false,
+ plugins: {
+ title: {
+ display: true,
+ text: chartData.title
+ },
+ legend: {
+ display: true,
+ position: 'top'
+ }
+ },
+ scales: {
+ x: {
+ type: 'time',
+ time: {
+ unit: 'day',
+ displayFormats: {
+ day: 'MMM d, yyyy'
+ }
+ },
+ title: {
+ display: true,
+ text: 'Date'
+ }
+ },
+ y: {
+ title: {
+ display: true,
+ text: chartData.config?.y_axis_label || 'Value'
+ }
+ }
+ }
+ };
+}
+
+/**
+ * Create a heatmap table from data
+ */
+function createHeatmapTable(data) {
+ if (!data || !data.years || !data.months) {
+ return 'No data available for heatmap
';
+ }
+
+ let html = '';
+
+ // Add header row with months
+ html += '${month} `;
+ });
+ html += '${year} `;
+
+ // Add cells for each month
+ for (let month = 1; month <= 12; month++) {
+ const key = `${year}-${month}`;
+ const value = data.data[key];
+
+ if (value !== undefined) {
+ const formatted = (value * 100).toFixed(1) + '%';
+ const colorClass = value >= 0 ? 'positive' : 'negative';
+ const intensity = Math.min(Math.abs(value) * 10, 1);
+ const style = value >= 0
+ ? `background-color: rgba(46, 204, 113, ${intensity});`
+ : `background-color: rgba(231, 76, 60, ${intensity});`;
+
+ html += `${formatted} `;
+ } else {
+ html += '
';
+ return html;
+}
+
+// Initialize dashboard when document is loaded
+document.addEventListener('DOMContentLoaded', function() {
+ initDashboard();
+});
+ """
+ elif file_name == 'chart_factory.js':
+ content = """
+/**
+ * Chart Factory - Functions for creating various chart types
+ */
+
+/**
+ * Create a line chart
+ * @param {string} containerId - ID of the container element
+ * @param {object} data - Chart data
+ * @param {object} options - Chart options
+ */
+function createLineChart(containerId, data, options) {
+ const container = document.getElementById(containerId);
+ if (!container) return;
+
+ // Clear existing content
+ container.innerHTML = '';
+
+ // Create canvas element
+ const canvas = document.createElement('canvas');
+ container.appendChild(canvas);
+
+ // Check if data is available
+ if (!data || !data.labels || !data.datasets || data.labels.length === 0) {
+ container.innerHTML = 'No data available
';
+ return;
+ }
+
+ // Create chart instance (requires Chart.js library)
+ if (typeof Chart !== 'undefined') {
+ new Chart(canvas, {
+ type: 'line',
+ data: data,
+ options: options || {}
+ });
+ } else {
+ container.innerHTML = 'Chart.js library not loaded
';
+ }
+}
+
+/**
+ * Create a heatmap table
+ * @param {string} containerId - ID of the container element
+ * @param {object} data - Heatmap data
+ */
+function createHeatmapTable(containerId, data) {
+ const container = document.getElementById(containerId);
+ if (!container) return;
+
+ // Clear existing content
+ container.innerHTML = '';
+
+ // Check if data is available
+ if (!data || !data.years || !data.months || data.years.length === 0) {
+ container.innerHTML = 'No data available
';
+ return;
+ }
+
+ // Create table element
+ const table = document.createElement('table');
+ table.className = 'heatmap-table';
+
+ // Create header row
+ const headerRow = document.createElement('tr');
+
+ // Add empty corner cell
+ const cornerCell = document.createElement('th');
+ headerRow.appendChild(cornerCell);
+
+ // Add month headers
+ for (const month of data.months) {
+ const cell = document.createElement('th');
+ cell.textContent = month;
+ headerRow.appendChild(cell);
+ }
+
+ table.appendChild(headerRow);
+
+ // Create data rows
+ for (const year of data.years) {
+ const row = document.createElement('tr');
+
+ // Add year header
+ const yearCell = document.createElement('th');
+ yearCell.textContent = year;
+ row.appendChild(yearCell);
+
+ // Add data cells
+ for (let month = 1; month <= 12; month++) {
+ const cell = document.createElement('td');
+ const key = `${year}-${month}`;
+
+ if (key in data.data) {
+ const value = data.data[key];
+
+ // Format value
+ cell.textContent = formatAsPercentage(value);
+
+ // Apply color scale
+ applyHeatmapColor(cell, value);
+ }
+
+ row.appendChild(cell);
+ }
+
+ table.appendChild(row);
+ }
+
+ container.appendChild(table);
+}
+
+/**
+ * Apply color to heatmap cell based on value
+ * @param {HTMLElement} cell - Table cell element
+ * @param {number} value - Cell value
+ */
+function applyHeatmapColor(cell, value) {
+ if (value > 0.03) {
+ cell.style.backgroundColor = 'rgba(46, 204, 113, 0.8)';
+ cell.style.color = 'white';
+ } else if (value > 0.01) {
+ cell.style.backgroundColor = 'rgba(46, 204, 113, 0.5)';
+ } else if (value > 0) {
+ cell.style.backgroundColor = 'rgba(46, 204, 113, 0.2)';
+ } else if (value > -0.01) {
+ cell.style.backgroundColor = 'rgba(231, 76, 60, 0.2)';
+ } else if (value > -0.03) {
+ cell.style.backgroundColor = 'rgba(231, 76, 60, 0.5)';
+ } else {
+ cell.style.backgroundColor = 'rgba(231, 76, 60, 0.8)';
+ cell.style.color = 'white';
+ }
+}
+
+/**
+ * Format value as percentage
+ * @param {number} value - Value to format
+ * @returns {string} - Formatted percentage
+ */
+function formatAsPercentage(value) {
+ return `${(value * 100).toFixed(1)}%`;
+}
+ """
+ elif file_name == 'metric_factory.js':
+ content = """
+/**
+ * Metric Factory - Functions for updating various metric types
+ */
+
+/**
+ * Update a percentage metric
+ * @param {string} metricId - ID of the metric element
+ * @param {number} value - Metric value
+ */
+function updatePercentageMetric(metricId, value) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value
+ const formattedValue = formatAsPercentage(value);
+
+ // Determine class based on value
+ const className = value >= 0 ? 'positive' : 'negative';
+
+ // Update element
+ element.innerHTML = `${formattedValue} `;
+}
+
+/**
+ * Update a value metric
+ * @param {string} metricId - ID of the metric element
+ * @param {number} value - Metric value
+ */
+function updateValueMetric(metricId, value) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value
+ const formattedValue = formatValue(value);
+
+ // Determine class based on value
+ const className = value >= 0 ? 'positive' : 'negative';
+
+ // Update element
+ element.innerHTML = `${formattedValue} `;
+}
+
+/**
+ * Update a currency metric
+ * @param {string} metricId - ID of the metric element
+ * @param {number} value - Metric value
+ */
+function updateCurrencyMetric(metricId, value) {
+ const element = document.getElementById(metricId);
+ if (!element) return;
+
+ // Format value
+ const formattedValue = formatAsCurrency(value);
+
+ // Determine class based on value
+ const className = value >= 0 ? 'positive' : 'negative';
+
+ // Update element
+ element.innerHTML = `${formattedValue} `;
+}
+
+/**
+ * Format value
+ * @param {number} value - Value to format
+ * @returns {string} - Formatted value
+ */
+function formatValue(value) {
+ return value.toFixed(2);
+}
+
+/**
+ * Format value as currency
+ * @param {number} value - Value to format
+ * @returns {string} - Formatted currency
+ */
+function formatAsCurrency(value) {
+ return `${value.toFixed(2)}`;
+}
+ """
+
+ with open(os.path.join(js_dir, file_name), 'w') as f:
+ f.write(content)
+
+def create_default_css_file(css_dir):
+ """Create a default CSS file with basic styling if original doesn't exist."""
+ content = """/**
+ * Dashboard Styling
+ */
+
+/* Reset and base styles */
+* {
+ box-sizing: border-box;
+ margin: 0;
+ padding: 0;
+}
+
+body {
+ font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+ background-color: #f5f7fa;
+ color: #333;
+ line-height: 1.6;
+}
+
+/* Container */
+.dashboard-container {
+ max-width: 1200px;
+ margin: 0 auto;
+ padding: 20px;
+}
+
+/* Header styles */
+.dashboard-header {
+ display: flex;
+ justify-content: space-between;
+ align-items: center;
+ padding: 20px;
+ background-color: #2c3e50;
+ color: white;
+ border-radius: 8px;
+ margin-bottom: 20px;
+ box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
+}
+
+.header-info h1 {
+ font-size: 24px;
+ margin-bottom: 5px;
+}
+
+.date-range {
+ font-size: 14px;
+ opacity: 0.8;
+}
+
+.header-summary h2 {
+ font-size: 28px;
+ font-weight: bold;
+ margin-bottom: 5px;
+}
+
+.header-summary .label {
+ font-size: 14px;
+ color: rgba(255, 255, 255, 0.8);
+}
+
+/* Metrics section */
+.metrics-section {
+ margin-bottom: 20px;
+}
+
+.metrics-row {
+ display: grid;
+ grid-template-columns: repeat(auto-fill, minmax(250px, 1fr));
+ gap: 20px;
+ margin-bottom: 20px;
+}
+
+.metric-card {
+ background-color: white;
+ border-radius: 8px;
+ padding: 20px;
+ box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
+ transition: transform 0.2s ease-in-out, box-shadow 0.2s ease-in-out;
+}
+
+.metric-card:hover {
+ transform: translateY(-3px);
+ box-shadow: 0 6px 8px rgba(0, 0, 0, 0.15);
+}
+
+.metric-title {
+ font-size: 14px;
+ color: #7f8c8d;
+ margin-bottom: 10px;
+}
+
+.metric-value {
+ font-size: 24px;
+ font-weight: bold;
+}
+
+/* Charts section */
+.charts-section {
+ margin-bottom: 20px;
+}
+
+.charts-row {
+ display: grid;
+ gap: 20px;
+ margin-bottom: 20px;
+}
+
+.chart-card {
+ background-color: white;
+ border-radius: 8px;
+ padding: 20px;
+ box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
+ transition: transform 0.2s ease-in-out, box-shadow 0.2s ease-in-out;
+}
+
+.chart-card:hover {
+ transform: translateY(-3px);
+ box-shadow: 0 6px 8px rgba(0, 0, 0, 0.15);
+}
+
+.chart-header {
+ margin-bottom: 15px;
+}
+
+.chart-title {
+ font-size: 18px;
+ color: #333;
+}
+
+.chart-container {
+ height: 300px;
+ width: 100%;
+ position: relative;
+}
+
+/* Heatmap table */
+.heatmap-table {
+ width: 100%;
+ border-collapse: collapse;
+ font-size: 14px;
+}
+
+.heatmap-table th,
+.heatmap-table td {
+ padding: 8px;
+ text-align: center;
+ border: 1px solid #ddd;
+}
+
+.heatmap-table th {
+ background-color: #f2f2f2;
+ font-weight: bold;
+}
+
+/* Value formatting */
+.positive {
+ color: #2ecc71;
+}
+
+.negative {
+ color: #e74c3c;
+}
+
+.positive-return {
+ color: #2ecc71;
+}
+
+.negative-return {
+ color: #e74c3c;
+}
+
+/* Error messages */
+.error-message {
+ color: #e74c3c;
+ text-align: center;
+ padding: 20px;
+ font-weight: bold;
+}
+
+/* Responsive design */
+@media (max-width: 768px) {
+ .dashboard-header {
+ flex-direction: column;
+ align-items: flex-start;
+ }
+
+ .header-summary {
+ margin-top: 15px;
+ }
+
+ .charts-row {
+ grid-template-columns: 1fr !important;
+ }
+
+ .metrics-row {
+ grid-template-columns: 1fr;
+ }
+}
+
+@media (max-width: 480px) {
+ .dashboard-container {
+ padding: 10px;
+ }
+
+ .dashboard-header {
+ padding: 15px;
+ }
+
+ .header-info h1 {
+ font-size: 20px;
+ }
+
+ .header-summary h2 {
+ font-size: 24px;
+ }
+
+ .metric-value {
+ font-size: 20px;
+ }
+
+ .chart-container {
+ height: 250px;
+ }
+}"""
+
+ with open(os.path.join(css_dir, 'dashboard.css'), 'w') as f:
+ f.write(content)
\ No newline at end of file
diff --git a/algosystem/backtesting/dashboard/static/html/dashboard.html b/algosystem/backtesting/dashboard/static/html/dashboard.html
deleted file mode 100644
index b7a2ba4..0000000
--- a/algosystem/backtesting/dashboard/static/html/dashboard.html
+++ /dev/null
@@ -1,141 +0,0 @@
-
-
-
- AlgoSystem Trading Dashboard
-
-
-
-
-
-
Annualized Return
-
Loading...
-
-
-
Annualized Volatility
-
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-
-
-
Sharpe Ratio
-
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-
-
-
Sortino Ratio
-
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-
-
-
Max Drawdown
-
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-
-
-
Calmar Ratio
-
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-
-
-
-
-
-
-
-
Performance
-
Risk Metrics
-
Return Analysis
-
-
-
-
-
Equity Curve vs Benchmark
-
-
-
-
-
Relative Performance
-
-
-
Drawdown Analysis
-
-
-
-
-
-
-
-
Rolling Volatility
-
-
-
Rolling Sharpe Ratio
-
-
-
-
Value at Risk (VaR) Analysis
-
-
-
-
-
-
Daily Returns Distribution
-
-
-
-
Monthly Returns Heatmap
-
-
-
-
Rolling Returns
-
-
-
-
-
-
-
Trading Statistics
-
-
-
Win Rate
-
Loading...
-
-
-
Best Month
-
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-
-
-
Worst Month
-
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-
-
-
-
')
+def dashboard_files(filename):
+ """Serve dashboard files."""
+ if dashboard_path:
+ dashboard_dir = os.path.dirname(dashboard_path)
+ return send_from_directory(dashboard_dir, filename)
+ else:
+ return redirect(url_for('index'))
\ No newline at end of file
diff --git a/algosystem/backtesting/dashboard/web_app/static/css/dashboard_editor.css b/algosystem/backtesting/dashboard/web_app/static/css/dashboard_editor.css
new file mode 100644
index 0000000..0345f76
--- /dev/null
+++ b/algosystem/backtesting/dashboard/web_app/static/css/dashboard_editor.css
@@ -0,0 +1,318 @@
+/* Base styles */
+* {
+ box-sizing: border-box;
+ margin: 0;
+ padding: 0;
+}
+
+body {
+ font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+ line-height: 1.6;
+ color: #333;
+ background-color: #f5f7fa;
+}
+
+.container {
+ max-width: 1400px;
+ margin: 0 auto;
+ padding: 20px;
+}
+
+/* Header */
+header {
+ display: flex;
+ justify-content: space-between;
+ align-items: center;
+ margin-bottom: 30px;
+ background-color: #2c3e50;
+ color: white;
+ padding: 15px 20px;
+ border-radius: 8px;
+}
+
+header h1 {
+ margin: 0;
+ font-size: 24px;
+}
+
+.controls {
+ display: flex;
+ gap: 10px;
+}
+
+button {
+ padding: 8px 15px;
+ background-color: #3498db;
+ color: white;
+ border: none;
+ border-radius: 4px;
+ cursor: pointer;
+ font-size: 14px;
+ transition: background-color 0.2s;
+}
+
+button:hover {
+ background-color: #2980b9;
+}
+
+button:disabled {
+ background-color: #95a5a6;
+ cursor: not-allowed;
+}
+
+/* Main content layout */
+.main-content {
+ display: grid;
+ grid-template-columns: 300px 1fr;
+ gap: 20px;
+}
+
+/* Sidebar */
+.sidebar {
+ background-color: white;
+ border-radius: 8px;
+ box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+ padding: 20px;
+}
+
+.upload-section {
+ margin-bottom: 20px;
+ padding-bottom: 20px;
+ border-bottom: 1px solid #eee;
+}
+
+.upload-section h3,
+.components-section h3,
+.component-category h4 {
+ margin-bottom: 15px;
+ color: #2c3e50;
+}
+
+#upload-form {
+ display: flex;
+ flex-direction: column;
+ gap: 10px;
+ margin-bottom: 15px;
+}
+
+#upload-status {
+ font-size: 14px;
+ margin-top: 10px;
+}
+
+/* Component lists */
+.component-category {
+ margin-bottom: 20px;
+}
+
+.component-list {
+ max-height: 300px;
+ overflow-y: auto;
+ border: 1px solid #eee;
+ border-radius: 4px;
+}
+
+.component-item {
+ padding: 10px;
+ border-bottom: 1px solid #eee;
+ cursor: move;
+ background-color: #f9f9f9;
+ transition: background-color 0.2s;
+}
+
+.component-item:hover {
+ background-color: #ecf0f1;
+}
+
+.component-item:last-child {
+ border-bottom: none;
+}
+
+.component-title {
+ display: block;
+ font-weight: bold;
+ margin-bottom: 5px;
+}
+
+.component-description {
+ display: block;
+ font-size: 12px;
+ color: #7f8c8d;
+}
+
+.metric-item {
+ border-left: 4px solid #2ecc71;
+}
+
+.chart-item {
+ border-left: 4px solid #3498db;
+}
+
+/* Dashboard preview */
+.dashboard-preview {
+ background-color: white;
+ border-radius: 8px;
+ box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+ padding: 20px;
+}
+
+.metrics-section,
+.charts-section {
+ margin-bottom: 30px;
+}
+
+.metrics-section h4,
+.charts-section h4 {
+ margin-bottom: 15px;
+ color: #2c3e50;
+}
+
+/* Dashboard rows */
+.metrics-row,
+.charts-row {
+ display: flex;
+ margin-bottom: 15px;
+ min-height: 100px;
+ background-color: #f9f9f9;
+ border-radius: 4px;
+ padding: 10px;
+ border: 2px dashed #ccc;
+}
+
+/* Placeholders for empty rows */
+.metrics-row::before {
+ content: "Drop metrics here (max 4 per row)";
+ color: #95a5a6;
+ display: flex;
+ justify-content: center;
+ align-items: center;
+ width: 100%;
+ height: 100%;
+ font-style: italic;
+}
+
+.charts-row::before {
+ content: "Drop charts here (max 2 per row)";
+ color: #95a5a6;
+ display: flex;
+ justify-content: center;
+ align-items: center;
+ width: 100%;
+ height: 100%;
+ font-style: italic;
+}
+
+.metrics-row.has-items::before,
+.charts-row.has-items::before {
+ content: "";
+ display: none;
+}
+
+/* Items in the dashboard */
+.dashboard-item {
+ background-color: white;
+ border-radius: 4px;
+ box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+ padding: 15px;
+ margin: 5px;
+ position: relative;
+}
+
+.dashboard-metric {
+ border-top: 3px solid #2ecc71;
+ flex: 1;
+ max-width: calc(25% - 10px);
+ min-height: 80px;
+}
+
+.dashboard-chart {
+ border-top: 3px solid #3498db;
+ flex: 1;
+ max-width: calc(50% - 10px);
+ min-height: 150px;
+}
+
+.item-title {
+ font-weight: bold;
+ margin-bottom: 10px;
+ font-size: 14px;
+}
+
+.item-remove {
+ position: absolute;
+ top: 5px;
+ right: 5px;
+ background-color: #e74c3c;
+ color: white;
+ width: 20px;
+ height: 20px;
+ display: flex;
+ justify-content: center;
+ align-items: center;
+ border-radius: 50%;
+ font-size: 12px;
+ cursor: pointer;
+}
+
+.item-remove:hover {
+ background-color: #c0392b;
+}
+
+/* Buttons */
+#add-metrics-row,
+#add-charts-row {
+ margin-top: 10px;
+ background-color: #27ae60;
+}
+
+#add-metrics-row:hover,
+#add-charts-row:hover {
+ background-color: #219653;
+}
+
+/* Drag and drop styling */
+.ui-draggable-dragging {
+ z-index: 1000;
+ opacity: 0.8;
+}
+
+.ui-sortable-placeholder {
+ border: 2px dashed #3498db;
+ background-color: rgba(52, 152, 219, 0.1);
+ visibility: visible !important;
+}
+
+.drop-hover {
+ background-color: #ecf0f1;
+ border-color: #3498db;
+}
+
+/* Responsive styles */
+@media (max-width: 1200px) {
+ .main-content {
+ grid-template-columns: 1fr;
+ }
+
+ .sidebar {
+ order: 2;
+ }
+
+ .dashboard-preview {
+ order: 1;
+ }
+}
+
+@media (max-width: 768px) {
+ .dashboard-metric {
+ max-width: calc(50% - 10px);
+ }
+
+ .dashboard-chart {
+ max-width: 100%;
+ }
+
+ .metrics-row,
+ .charts-row {
+ flex-wrap: wrap;
+ }
+}
\ No newline at end of file
diff --git a/algosystem/backtesting/dashboard/web_app/static/js/chart_registery.js b/algosystem/backtesting/dashboard/web_app/static/js/chart_registery.js
new file mode 100644
index 0000000..e69de29
diff --git a/algosystem/backtesting/dashboard/web_app/static/js/dashboard_editor.js b/algosystem/backtesting/dashboard/web_app/static/js/dashboard_editor.js
new file mode 100644
index 0000000..7979243
--- /dev/null
+++ b/algosystem/backtesting/dashboard/web_app/static/js/dashboard_editor.js
@@ -0,0 +1,571 @@
+/* File: algosystem/backtesting/dashboard/web_app/static/js/dashboard_editor.js */
+
+$(document).ready(function() {
+ // Global variables
+ let currentConfig = {};
+
+ // Load the initial configuration
+ $.getJSON('/api/config', function(config) {
+ currentConfig = config;
+ renderDashboard(config);
+ });
+
+ // Initialize drag and drop for components
+ initDragAndDrop();
+
+ // Add event listeners for buttons
+ $('#save-config').click(saveConfiguration);
+ $('#reset-config').click(resetConfiguration);
+ $('#view-dashboard').click(viewDashboard);
+ $('#add-metrics-row').click(addMetricsRow);
+ $('#add-charts-row').click(addChartsRow);
+
+ // Handle file upload
+ $('#upload-form').submit(function(e) {
+ e.preventDefault();
+ uploadCSV();
+ });
+
+ // Function to render the dashboard layout
+ function renderDashboard(config) {
+ // Clear existing containers
+ $('#metrics-container').empty();
+ $('#charts-container').empty();
+
+ // Render metrics rows
+ if (config.metrics && config.metrics.length > 0) {
+ // Group metrics by row
+ const metricsByRow = {};
+ config.metrics.forEach(metric => {
+ const row = metric.position.row;
+ if (!metricsByRow[row]) {
+ metricsByRow[row] = [];
+ }
+ metricsByRow[row].push(metric);
+ });
+
+ // Create rows and add metrics
+ Object.keys(metricsByRow).sort((a, b) => parseInt(a) - parseInt(b)).forEach(row => {
+ const metrics = metricsByRow[row];
+ const metricsRow = $('
').attr('data-row', row);
+
+ // Sort metrics by column
+ metrics.sort((a, b) => a.position.col - b.position.col).forEach(metric => {
+ const metricItem = createDashboardMetric(metric);
+ metricsRow.append(metricItem);
+ });
+
+ $('#metrics-container').append(metricsRow);
+ });
+ } else {
+ // Add an empty row if no metrics
+ addMetricsRow();
+ }
+
+ // Render charts rows
+ if (config.charts && config.charts.length > 0) {
+ // Group charts by row
+ const chartsByRow = {};
+ config.charts.forEach(chart => {
+ const row = chart.position.row;
+ if (!chartsByRow[row]) {
+ chartsByRow[row] = [];
+ }
+ chartsByRow[row].push(chart);
+ });
+
+ // Create rows and add charts
+ Object.keys(chartsByRow).sort((a, b) => parseInt(a) - parseInt(b)).forEach(row => {
+ const charts = chartsByRow[row];
+ const chartsRow = $('
').attr('data-row', row);
+
+ // Sort charts by column
+/* File: algosystem/backtesting/dashboard/web_app/static/js/dashboard_editor.js (continued) */
+
+charts.sort((a, b) => a.position.col - b.position.col).forEach(chart => {
+ const chartItem = createDashboardChart(chart);
+ chartsRow.append(chartItem);
+});
+
+$('#charts-container').append(chartsRow);
+});
+} else {
+// Add an empty row if no charts
+addChartsRow();
+}
+
+// Initialize sortable for newly created rows
+initSortable();
+}
+
+// Function to create a dashboard metric element
+function createDashboardMetric(metric) {
+const metricItem = $('
')
+.attr('data-id', metric.id)
+.attr('data-type', metric.type)
+.attr('data-title', metric.title)
+.attr('data-value-key', metric.value_key)
+.attr('data-col', metric.position.col);
+
+metricItem.append(`${metric.title}
`);
+metricItem.append('×
');
+
+metricItem.find('.item-remove').click(function() {
+$(this).parent().remove();
+updateRowStatus($(this).closest('.metrics-row'));
+updateConfiguration();
+});
+
+return metricItem;
+}
+
+// Function to create a dashboard chart element
+function createDashboardChart(chart) {
+const chartItem = $('
')
+.attr('data-id', chart.id)
+.attr('data-type', chart.type)
+.attr('data-title', chart.title)
+.attr('data-data-key', chart.data_key)
+.attr('data-col', chart.position.col);
+
+chartItem.append(`${chart.title}
`);
+chartItem.append('×
');
+
+if (chart.config) {
+chartItem.attr('data-config', JSON.stringify(chart.config));
+}
+
+chartItem.find('.item-remove').click(function() {
+$(this).parent().remove();
+updateRowStatus($(this).closest('.charts-row'));
+updateConfiguration();
+});
+
+return chartItem;
+}
+
+// Function to initialize drag and drop
+function initDragAndDrop() {
+// Make metric items draggable
+$('.metric-item').draggable({
+helper: 'clone',
+connectToSortable: '.metrics-row',
+revert: 'invalid'
+});
+
+// Make chart items draggable
+$('.chart-item').draggable({
+helper: 'clone',
+connectToSortable: '.charts-row',
+revert: 'invalid'
+});
+
+// Initialize sortable for existing rows
+initSortable();
+}
+
+// Function to initialize sortable rows
+function initSortable() {
+// Make metrics rows sortable
+$('.metrics-row').sortable({
+tolerance: 'pointer',
+connectWith: '.metrics-row',
+placeholder: 'ui-sortable-placeholder',
+forcePlaceholderSize: true,
+receive: function(event, ui) {
+const row = $(this);
+
+// Check if it's a new item from the sidebar
+if (ui.item.hasClass('metric-item')) {
+ const metricData = {
+ id: ui.item.data('id'),
+ type: ui.item.data('type'),
+ title: ui.item.data('title'),
+ value_key: ui.item.data('value-key'),
+ position: {
+ row: parseInt(row.attr('data-row')),
+ col: row.children().length - 1
+ }
+ };
+
+ // Create a new dashboard metric and replace the dragged item
+ const newMetric = createDashboardMetric(metricData);
+ ui.item.replaceWith(newMetric);
+}
+
+// Check if we have more than 4 metrics in a row
+if (row.children().length > 4) {
+ // Move the last item to a new row or the next row
+ const lastItem = row.children().last();
+
+ // Find the next row or create a new one
+ let nextRow = row.next('.metrics-row');
+ if (!nextRow.length) {
+ addMetricsRow();
+ nextRow = row.next('.metrics-row');
+ }
+
+ // Move the item
+ lastItem.detach();
+ nextRow.append(lastItem);
+ nextRow.addClass('has-items');
+}
+
+updateRowStatus(row);
+updateConfiguration();
+},
+update: function(event, ui) {
+// Update column positions
+updateColumnPositions($(this));
+updateConfiguration();
+}
+});
+
+// Make charts rows sortable
+$('.charts-row').sortable({
+tolerance: 'pointer',
+connectWith: '.charts-row',
+placeholder: 'ui-sortable-placeholder',
+forcePlaceholderSize: true,
+receive: function(event, ui) {
+const row = $(this);
+
+// Check if it's a new item from the sidebar
+if (ui.item.hasClass('chart-item')) {
+ const chartData = {
+ id: ui.item.data('id'),
+ type: ui.item.data('type'),
+ title: ui.item.data('title'),
+ data_key: ui.item.data('data-key'),
+ position: {
+ row: parseInt(row.attr('data-row')),
+ col: row.children().length - 1
+ },
+ config: {}
+ };
+
+ // Create a new dashboard chart and replace the dragged item
+ const newChart = createDashboardChart(chartData);
+ ui.item.replaceWith(newChart);
+}
+
+// Check if we have more than 2 charts in a row
+if (row.children().length > 2) {
+ // Move the last item to a new row or the next row
+ const lastItem = row.children().last();
+
+ // Find the next row or create a new one
+ let nextRow = row.next('.charts-row');
+ if (!nextRow.length) {
+ addChartsRow();
+ nextRow = row.next('.charts-row');
+ }
+
+ // Move the item
+ lastItem.detach();
+ nextRow.append(lastItem);
+ nextRow.addClass('has-items');
+}
+
+updateRowStatus(row);
+updateConfiguration();
+},
+update: function(event, ui) {
+// Update column positions
+updateColumnPositions($(this));
+updateConfiguration();
+}
+});
+}
+
+// Function to update column positions in a row
+function updateColumnPositions(row) {
+row.children().each(function(index) {
+$(this).attr('data-col', index);
+});
+}
+
+// Function to update the has-items class on a row
+function updateRowStatus(row) {
+if (row.children().length > 0) {
+row.addClass('has-items');
+} else {
+row.removeClass('has-items');
+}
+}
+
+// Function to add a new metrics row
+function addMetricsRow() {
+const rowIndex = $('.metrics-row').length;
+const newRow = $('
').attr('data-row', rowIndex);
+$('#metrics-container').append(newRow);
+
+// Initialize sortable for the new row
+newRow.sortable({
+tolerance: 'pointer',
+connectWith: '.metrics-row',
+placeholder: 'ui-sortable-placeholder',
+forcePlaceholderSize: true,
+receive: function(event, ui) {
+// Same logic as in initSortable
+const row = $(this);
+
+if (ui.item.hasClass('metric-item')) {
+ const metricData = {
+ id: ui.item.data('id'),
+ type: ui.item.data('type'),
+ title: ui.item.data('title'),
+ value_key: ui.item.data('value-key'),
+ position: {
+ row: parseInt(row.attr('data-row')),
+ col: row.children().length - 1
+ }
+ };
+
+ const newMetric = createDashboardMetric(metricData);
+ ui.item.replaceWith(newMetric);
+}
+
+if (row.children().length > 4) {
+ const lastItem = row.children().last();
+
+ let nextRow = row.next('.metrics-row');
+ if (!nextRow.length) {
+ addMetricsRow();
+ nextRow = row.next('.metrics-row');
+ }
+
+ lastItem.detach();
+ nextRow.append(lastItem);
+ nextRow.addClass('has-items');
+}
+
+updateRowStatus(row);
+updateConfiguration();
+},
+update: function(event, ui) {
+updateColumnPositions($(this));
+updateConfiguration();
+}
+});
+
+return newRow;
+}
+
+// Function to add a new charts row
+function addChartsRow() {
+const rowIndex = $('.charts-row').length;
+const newRow = $('
').attr('data-row', rowIndex);
+$('#charts-container').append(newRow);
+
+// Initialize sortable for the new row
+newRow.sortable({
+tolerance: 'pointer',
+connectWith: '.charts-row',
+placeholder: 'ui-sortable-placeholder',
+forcePlaceholderSize: true,
+receive: function(event, ui) {
+// Same logic as in initSortable
+const row = $(this);
+
+if (ui.item.hasClass('chart-item')) {
+ const chartData = {
+ id: ui.item.data('id'),
+ type: ui.item.data('type'),
+ title: ui.item.data('title'),
+ data_key: ui.item.data('data-key'),
+ position: {
+ row: parseInt(row.attr('data-row')),
+ col: row.children().length - 1
+ },
+ config: {}
+ };
+
+ const newChart = createDashboardChart(chartData);
+ ui.item.replaceWith(newChart);
+}
+
+if (row.children().length > 2) {
+ const lastItem = row.children().last();
+
+ let nextRow = row.next('.charts-row');
+ if (!nextRow.length) {
+ addChartsRow();
+ nextRow = row.next('.charts-row');
+ }
+
+ lastItem.detach();
+ nextRow.append(lastItem);
+ nextRow.addClass('has-items');
+}
+
+updateRowStatus(row);
+updateConfiguration();
+},
+update: function(event, ui) {
+updateColumnPositions($(this));
+updateConfiguration();
+}
+});
+
+return newRow;
+}
+
+// Function to update the configuration based on the current layout
+function updateConfiguration() {
+// Build a new configuration object
+const config = {
+metrics: [],
+charts: [],
+layout: {
+max_cols: 2,
+title: "AlgoSystem Trading Dashboard"
+}
+};
+
+// Collect metrics
+$('.metrics-row').each(function() {
+const rowIndex = parseInt($(this).attr('data-row'));
+
+$(this).children('.dashboard-metric').each(function() {
+const colIndex = parseInt($(this).attr('data-col'));
+
+const metric = {
+ id: $(this).attr('data-id'),
+ type: $(this).attr('data-type'),
+ title: $(this).attr('data-title'),
+ value_key: $(this).attr('data-value-key'),
+ position: {
+ row: rowIndex,
+ col: colIndex
+ }
+};
+
+config.metrics.push(metric);
+});
+});
+
+// Collect charts
+$('.charts-row').each(function() {
+const rowIndex = parseInt($(this).attr('data-row'));
+
+$(this).children('.dashboard-chart').each(function() {
+const colIndex = parseInt($(this).attr('data-col'));
+
+const chart = {
+ id: $(this).attr('data-id'),
+ type: $(this).attr('data-type'),
+ title: $(this).attr('data-title'),
+ data_key: $(this).attr('data-data-key'),
+ position: {
+ row: rowIndex,
+ col: colIndex
+ },
+ config: {}
+};
+
+// Parse config if present
+const configStr = $(this).attr('data-config');
+if (configStr) {
+ try {
+ chart.config = JSON.parse(configStr);
+ } catch (e) {
+ console.error('Error parsing chart config:', e);
+ }
+}
+
+config.charts.push(chart);
+});
+});
+
+// Update global configuration
+currentConfig = config;
+}
+
+// Function to save the configuration
+function saveConfiguration() {
+// Update the configuration first
+updateConfiguration();
+
+// Send to the server
+$.ajax({
+url: '/api/config',
+type: 'POST',
+data: JSON.stringify(currentConfig),
+contentType: 'application/json',
+success: function(response) {
+alert('Configuration saved successfully!');
+},
+error: function(xhr, status, error) {
+alert('Error saving configuration: ' + error);
+}
+});
+}
+
+// Function to reset to the default configuration
+function resetConfiguration() {
+if (confirm('Are you sure you want to reset to the default configuration? All changes will be lost.')) {
+$.ajax({
+url: '/api/reset-config',
+type: 'POST',
+success: function(response) {
+ // Reload the configuration
+ $.getJSON('/api/config', function(config) {
+ currentConfig = config;
+ renderDashboard(config);
+ });
+
+ alert('Reset to default configuration successfully!');
+},
+error: function(xhr, status, error) {
+ alert('Error resetting configuration: ' + error);
+}
+});
+}
+}
+
+// Function to view the dashboard
+function viewDashboard() {
+// Save the configuration first
+saveConfiguration();
+
+// Open the dashboard in a new tab
+window.open('/dashboard', '_blank');
+}
+
+// Function to upload and process a CSV file
+function uploadCSV() {
+const fileInput = $('#csv-file')[0];
+if (!fileInput.files.length) {
+$('#upload-status').text('Please select a file first.');
+return;
+}
+
+const file = fileInput.files[0];
+const formData = new FormData();
+formData.append('file', file);
+
+$('#upload-status').text('Uploading and processing file...');
+
+$.ajax({
+url: '/api/upload-csv',
+type: 'POST',
+data: formData,
+processData: false,
+contentType: false,
+success: function(response) {
+if (response.status === 'success') {
+ $('#upload-status').html(`${response.message} `);
+ $('#view-dashboard').prop('disabled', false);
+} else {
+ $('#upload-status').html(`${response.message} `);
+}
+},
+error: function(xhr, status, error) {
+$('#upload-status').html(`Error: ${error} `);
+}
+});
+}
+});
+
+
diff --git a/algosystem/backtesting/dashboard/web_app/templates/chart_config.html b/algosystem/backtesting/dashboard/web_app/templates/chart_config.html
new file mode 100644
index 0000000..ca0cfa3
--- /dev/null
+++ b/algosystem/backtesting/dashboard/web_app/templates/chart_config.html
@@ -0,0 +1,143 @@
+
+
+
+
+
+ Chart Configuration
+
+
+ Chart Configuration: {{ chart.title }}
+
+
+
+
AlgoSystem Dashboard Editor
+
+
+
+
+
+
+
+
Dashboard Layout
+
+
Metrics
+
+
+
+
Add Metrics Row
+
+
+
+
Charts
+
+
+
+
Add Charts Row
+
+
+
+
Date: Thu, 8 May 2025 00:46:53 -0400
Subject: [PATCH 09/54] standalone html file created successfully
---
.gitignore | 1 -
.../dashboard/components/__init__.py | 0
.../dashboard/components/chart_components.py | 0
.../dashboard/components/metric_components.py | 0
.../dashboard/dashboard_generator.py | 758 +-
.../dashboard/static/css/dashboard.css | 47 +
.../backtesting/dashboard/web_app/app.py | 100 +-
.../dashboard/web_app/available_components.py | 115 +
.../backtesting/dashboard/web_app/routes.py | 248 +-
.../web_app/static/css/dashboard_editor.css | 43 +
.../web_app/static/js/chart_registery.js | 0
.../web_app/static/js/dashboard_editor.js | 26 +
.../dashboard/web_app/templates/index.html | 222 +-
algosystem/backtesting/engine.py | 25 +-
algosystem/cli/commands.py | 251 +-
algosystem/data/connectors/database.py | 255 -
algosystem/tests/temp.py | 162 -
algosystem/tests/test.py | 46 -
poetry.lock | 3153 +++++++++
standalone_dashboard.html | 601 ++
test_output/css/dashboard.css | 223 -
test_output/dashboard.html | 104 -
test_output/dashboard_data.json | 6214 -----------------
test_output/js/chart_factory.js | 157 -
test_output/js/dashboard.js | 211 -
test_output/js/metric_factory.js | 60 -
26 files changed, 5367 insertions(+), 7655 deletions(-)
delete mode 100644 algosystem/backtesting/dashboard/components/__init__.py
delete mode 100644 algosystem/backtesting/dashboard/components/chart_components.py
delete mode 100644 algosystem/backtesting/dashboard/components/metric_components.py
create mode 100644 algosystem/backtesting/dashboard/web_app/available_components.py
delete mode 100644 algosystem/backtesting/dashboard/web_app/static/js/chart_registery.js
delete mode 100644 algosystem/data/connectors/database.py
delete mode 100644 algosystem/tests/temp.py
delete mode 100644 algosystem/tests/test.py
create mode 100644 poetry.lock
create mode 100644 standalone_dashboard.html
delete mode 100644 test_output/css/dashboard.css
delete mode 100644 test_output/dashboard.html
delete mode 100644 test_output/dashboard_data.json
delete mode 100644 test_output/js/chart_factory.js
delete mode 100644 test_output/js/dashboard.js
delete mode 100644 test_output/js/metric_factory.js
diff --git a/.gitignore b/.gitignore
index 21ddb4c..e88e668 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,7 +1,6 @@
venv
algosystem.egg-info
.pytest_cache
-poetry.lock
.coverage
__pycache__
/plots
\ No newline at end of file
diff --git a/algosystem/backtesting/dashboard/components/__init__.py b/algosystem/backtesting/dashboard/components/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/algosystem/backtesting/dashboard/components/chart_components.py b/algosystem/backtesting/dashboard/components/chart_components.py
deleted file mode 100644
index e69de29..0000000
diff --git a/algosystem/backtesting/dashboard/components/metric_components.py b/algosystem/backtesting/dashboard/components/metric_components.py
deleted file mode 100644
index e69de29..0000000
diff --git a/algosystem/backtesting/dashboard/dashboard_generator.py b/algosystem/backtesting/dashboard/dashboard_generator.py
index 59c9742..2925c23 100644
--- a/algosystem/backtesting/dashboard/dashboard_generator.py
+++ b/algosystem/backtesting/dashboard/dashboard_generator.py
@@ -1,5 +1,6 @@
import os
import json
+import tempfile
import webbrowser
import shutil
@@ -7,7 +8,6 @@
from .utils.data_formatter import prepare_dashboard_data
from .utils.config_parser import validate_config
-
def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=None):
"""
Generate an HTML dashboard for the backtest results based on graph_config.json
@@ -45,13 +45,33 @@ def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=N
# Load graph configuration
if config_path is None:
- # Use default configuration
- from .utils.default_config import get_default_config
- config = get_default_config()
+ # Check for a user config first
+ user_config = os.path.join(os.path.expanduser("~"), ".algosystem", "dashboard_config.json")
+ if os.path.exists(user_config):
+ print(f"Using user configuration from: {user_config}")
+ with open(user_config, 'r') as f:
+ config = json.load(f)
+ else:
+ # Use default configuration
+ from .utils.default_config import get_default_config
+ config = get_default_config()
else:
- # Load configuration from file
- with open(config_path, 'r') as f:
- config = json.load(f)
+ # Use the specified configuration
+ if os.path.exists(config_path):
+ with open(config_path, 'r') as f:
+ config = json.load(f)
+ else:
+ # If the specified config doesn't exist, use default and create the file
+ print(f"Warning: Configuration file {config_path} not found. Creating it with default configuration.")
+ from .utils.default_config import get_default_config
+ config = get_default_config()
+
+ # Ensure directory exists for the config path
+ os.makedirs(os.path.dirname(os.path.abspath(config_path)), exist_ok=True)
+
+ # Save the default config to the specified location
+ with open(config_path, 'w') as f:
+ json.dump(config, f, indent=4)
# Validate configuration
validate_config(config)
@@ -100,6 +120,26 @@ def generate_dashboard(engine, output_dir=None, open_browser=True, config_path=N
# Create default CSS file if it doesn't exist
create_default_css_file(css_dir)
+ # Add configuration source information to the HTML file
+ config_info = ""
+ if config_path:
+ config_info = f"Configuration source: {os.path.basename(config_path)}
"
+ else:
+ user_config = os.path.join(os.path.expanduser("~"), ".algosystem", "dashboard_config.json")
+ if os.path.exists(user_config):
+ config_info = f"Configuration source: User configuration
"
+ else:
+ config_info = "Configuration source: Default configuration
"
+
+ # Insert config info before the closing body tag
+ with open(dashboard_path, 'r') as f:
+ html_content = f.read()
+
+ html_content = html_content.replace('