add examples

README.md

@@ -1,5 +1,5 @@
 <div align=center>
-<img src="assets/pytca-logo.png" width="40%" loc>
+<img src="assets/img/pytca-logo.png" width="40%" loc>
 </div>
 
 <div align=center>

examples/performing_analysis.py

@@ -0,0 +1,21 @@
+import pytca
+
+# Load data
+stock_data = pytca.load_tick_data('path/to/stock_data.csv', data_type='stock')
+forex_data = pytca.load_tick_data('path/to/forex_data.csv', data_type='forex')
+
+# Analyze stock data
+stock_analysis = pytca.analyze_stock_trade(stock_data, benchmark_data)
+print("Stock Analysis Results:", stock_analysis)
+
+# Analyze forex data
+forex_analysis = pytca.analyze_forex_trade(forex_data, benchmark_data)
+print("Forex Analysis Results:", forex_analysis)
+
+# Calculate slippage
+slippage = pytca.calculate_slippage(executed_price=100.05, benchmark_price=100.00)
+print("Slippage:", slippage)
+
+# Calculate VWAP
+vwap = pytca.calculate_vwap(prices=[100.00, 100.05, 100.10], volumes=[1000, 2000, 1500])
+print("VWAP:", vwap)

examples/visualization_example.py

@@ -0,0 +1,20 @@
+import pytca
+
+# Load data
+tick_data = pytca.load_tick_data('path/to/tick_data.csv', data_type='stock')
+
+# Create basic plot
+basic_fig = pytca.plot_tick_data(tick_data, plot_type='basic')
+basic_fig.savefig('basic_plot.png')
+
+# Create candlestick chart
+candlestick_fig = pytca.plot_tick_data(tick_data, plot_type='candlestick', interval='5min')
+candlestick_fig.write_html('candlestick.html')
+
+# Create order book depth chart
+depth_fig = pytca.plot_tick_data(tick_data, plot_type='depth')
+depth_fig.write_html('depth_chart.html')
+
+# Create trade flow chart
+trade_flow_fig = pytca.plot_tick_data(tick_data, plot_type='trade_flow', window='5min')
+trade_flow_fig.write_html('trade_flow.html')

pytca/__init__.py

@@ -1,4 +1,4 @@
 __title__ = 'pytca'
-__version__ = '0.1.3'
+__version__ = '1.0.0'
 __author__ = 'Jialue Chen'
 __license__ = 'BSD 2-Clause'