Merge pull request #634 from DanielGoldfarb/master

Style Enhancements, and add styles from Chandrakant

Author: DanielGoldfarb

Diff for: .github/workflows/mplfinance_checks.yml

@@ -5,7 +5,7 @@ jobs:
     runs-on: ubuntu-20.04
     strategy:
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: ['3.8', '3.9', '3.10' ]
     steps:
       - name: Preliminary Information
         run: |
@@ -27,7 +27,7 @@ jobs:
       - run: echo "The ${{ github.repository }} repository has been cloned to the runner."
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 

Diff for: examples/scratch_pad/issues/issue#241_loop_all_styles.ipynb

@@ -0,0 +1,113 @@
+import yfinance as yf
+import mplfinance as mpf
+import matplotlib.pyplot as plt
+import matplotlib.patches as mpatches
+import pandas as pd
+import numpy as np
+
+# Dates to get stock data
+start_date = "2020-01-01"
+end_date = "2023-06-15"
+
+# Fetch Tesla stock data
+tesla_data = yf.download("TSLA", start=start_date, end=end_date)
+tesla_weekly_data = tesla_data.resample("W").agg(
+        {"Open": "first", "High": "max", "Low": "min", "Close": "last", "Volume": "sum"}
+    ).dropna()
+
+# Get the latest closing price
+latest_price = tesla_weekly_data['Close'][-1]
+
+# Create additional plot
+close_price = tesla_weekly_data['Close']
+apd = mpf.make_addplot(close_price, color='cyan', width=2)
+
+# Plot the candlestick chart
+fig, axes = mpf.plot(tesla_weekly_data,
+                     type='candle',
+                     addplot=apd,
+                     style='yahoo',
+                     title='Tesla Stock Prices',
+                     ylabel='Price',
+                     xlabel='Date',
+                     volume=True,
+                     ylabel_lower='Volume',
+                     volume_panel=1,
+                     figsize=(16, 8),
+                     returnfig=True
+                     )
+
+# Move the y-axis labels to the left side
+axes[0].yaxis.tick_left()
+axes[1].yaxis.tick_left()
+
+# Adjust the position of the y-axis label for price
+axes[0].yaxis.set_label_coords(-0.08, 0.5)
+
+# Adjust the position of the y-axis label for volume
+axes[1].yaxis.set_label_coords(-0.08, 0.5)
+
+# Set y-axis label for price and volume
+axes[0].set_ylabel('Price', rotation=0, labelpad=20)
+axes[1].set_ylabel('Volume', rotation=0, labelpad=20)
+
+# Make the legend box
+handles = axes[0].get_legend_handles_labels()[0]
+red_patch = mpatches.Patch(color='red')
+green_patch = mpatches.Patch(color='green')
+cyan_patch = mpatches.Patch(color='cyan')
+handles = handles[:2] + [red_patch, green_patch, cyan_patch]
+labels = ["Price Up", "Price Down", "Closing Price"]
+axes[0].legend(handles=handles, labels=labels)
+
+# Add a box to display the current price
+latest_price_text = f"Current Price: ${latest_price:.2f}"
+box_props = dict(boxstyle='round', facecolor='white', edgecolor='black', alpha=0.8)
+axes[0].text(0.02, 0.95, latest_price_text, transform=axes[0].transAxes,
+             fontsize=12, verticalalignment='top', bbox=box_props)
+
+# Function to create hover annotations
+def hover_annotations(data):
+
+    annot_visible = False
+    annot = axes[0].text(0, 0, '', visible=False, ha='left', va='top')
+
+    def onmove(event):
+        nonlocal annot_visible
+        nonlocal annot
+
+        if event.inaxes == axes[0]:
+            index = int(event.xdata)
+            if index >= len(data.index):
+                index = -1
+            elif index < 0:
+                index = 0
+            values = data.iloc[index]
+            mytext = (f"{values.name.date().strftime('%m/%d/%Y'):}\n"+
+                      f"O: {values['Open']:.2f}\n"+
+                      f"H: {values['High']:.2f}\n"+
+                      f"L: {values['Low']:.2f}\n"+
+                      f"C: {values['Close']:.2f}\n"+
+                      f"V: {values['Volume']:.0f}"
+                     )
+
+            annot_visible = True
+        else:
+            mytext = ''
+            annot_visible = False
+
+        annot.set_position((event.xdata,event.ydata))
+        annot.set_text(mytext)
+        annot.set_visible(annot_visible)
+        fig.canvas.draw_idle()
+
+    fig.canvas.mpl_connect('motion_notify_event', onmove)
+
+    return annot
+
+
+# Attach hover annotations to the plot
+annotations = hover_annotations(tesla_weekly_data)
+
+# Display the chart
+plt.show()

Diff for: examples/scratch_pad/so76486448_hover.py

@@ -16,6 +16,8 @@
 from mplfinance._styledata import binance
 from mplfinance._styledata import kenan
 from mplfinance._styledata import ibd
+from mplfinance._styledata import binancedark
+from mplfinance._styledata import tradingview
 
 _style_names = [n for n in dir() if not n.startswith('_')]
 
@@ -25,19 +27,29 @@
     eval(cmd)
 
 def _validate_style(style):
+    # Check for mandatory style keys:
     keys = ['base_mpl_style','marketcolors','mavcolors','y_on_right',
             'gridcolor','gridstyle','facecolor','rc' ]
     for key in keys:
         if key not in style.keys():
             err = f'Key "{key}" not found in style:\n\n    {style}'
             raise ValueError(err)
 
+    # Check for mandatory marketcolor keys:
     mktckeys = ['candle','edge','wick','ohlc','volume','alpha']
     for key in mktckeys:
         if key not in style['marketcolors'].keys():
             err = f'Key "{key}" not found in marketcolors for style:\n\n    {style}'
             raise ValueError(err)
 
+    # The following keys are not mandatory in the style file,
+    # but maybe mandatory in the code (to keep the code simpler)
+    # so we set default values here:
+    if 'vcedge' not in style['marketcolors']:
+        style['marketcolors']['vcedge'] = style['marketcolors']['volume']
+    if 'vcdopcod' not in style['marketcolors']:
+        style['marketcolors']['vcdopcod'] = False
+
 #print('type(_styles)=',type(_styles))
 #print('_styles=',_styles)
 for s in _styles.keys():

Diff for: src/mplfinance/_styledata/__init__.py

@@ -0,0 +1,27 @@
+style = dict(style_name    = 'binancedark',
+             base_mpl_style= 'dark_background',
+             marketcolors  = {'candle'   : {'up': '#3dc985', 'down': '#ef4f60'},  
+                              'edge'     : {'up': '#3dc985', 'down': '#ef4f60'},  
+                              'wick'     : {'up': '#3dc985', 'down': '#ef4f60'},  
+                              'ohlc'     : {'up': 'green', 'down': 'red'},
+                              'volume'   : {'up': '#247252', 'down': '#82333f'},  
+                              'vcedge'   : {'up': '#247252', 'down': '#82333f'},  
+                              'vcdopcod' : False,
+                              'alpha'    : 1.0,
+                             },
+             mavcolors     = ['#ffc201','#ff10ff','#cd0468','#1f77b4',
+                              '#ff7f0e','#2ca02c','#40e0d0'],
+             y_on_right    = True,
+             gridcolor     = None,
+             gridstyle     = '--',
+             facecolor     =  None,
+             rc            = [ ('axes.grid','True'),
+                               ('axes.grid.axis' , 'y'),
+                               ('axes.edgecolor'  , '#474d56' ),
+                               ('axes.titlecolor','red'),
+                               ('figure.titlesize', 'x-large' ),
+                               ('figure.titleweight','semibold'),
+                               ('figure.facecolor', '#0a0a0a' ),
+                             ],
+             base_mpf_style= 'binancedark'
+            )

Diff for: src/mplfinance/_styledata/binancedark.py

@@ -4,7 +4,6 @@
                           'wick'  : {'up': '#fedf00', 'down': '#002776'},
                           'ohlc'  : {'up': '#fedf00', 'down': '#002776'},
                           'volume': {'up': '#fedf00', 'down': '#002776'},
-                          'vcedge': {'up': '#1f77b4', 'down': '#1f77b4'},
                           'vcdopcod': False,
                           'alpha': 0.9},
          'mavcolors' : None,

Diff for: src/mplfinance/_styledata/brasil.py

@@ -4,7 +4,6 @@
                             'wick'  : {'up': '#606060', 'down': '#606060'},
                             'ohlc'  : {'up': '#000000', 'down': '#ff0000'},
                             'volume': {'up': '#6f6f6f', 'down': '#ff4040'},
-                            'vcedge': {'up': '#1f77b4', 'down': '#1f77b4'},
          'vcdopcod'      : False,
          'alpha'         : 0.9},
          'mavcolors'     : None,

Diff for: src/mplfinance/_styledata/checkers.py

@@ -4,7 +4,6 @@
                           'wick'  : {'up': '#082865', 'down': '#ae0019'},
                           'ohlc'  : {'up': '#082865', 'down': '#ae0019'},
                           'volume': {'up': '#082865', 'down': '#ae0019'},
-                          'vcedge': {'up': '#1f77b4', 'down': '#1f77b4'},
                           'vcdopcod': False,
                           'alpha': 0.9},
          'mavcolors': None,

Diff for: src/mplfinance/_styledata/starsandstripes.py

@@ -0,0 +1,27 @@
+style = dict(style_name    = 'tradingview',
+             base_mpl_style= 'fast',
+             marketcolors  = {'candle'   : {'up': '#26a69a', 'down': '#ef5350'},  
+                              'edge'     : {'up': '#26a69a', 'down': '#ef5350'},  
+                              'wick'     : {'up': '#26a69a', 'down': '#ef5350'},  
+                              'ohlc'     : {'up': '#26a69a', 'down': '#ef5350'},
+                              'volume'   : {'up': '#26a69a', 'down': '#ef5350'},  
+                              'vcedge'   : {'up': 'white'  , 'down': 'white'  },  
+                              'vcdopcod' : False,
+                              'alpha'    : 1.0,
+                              'volume_alpha': 0.65,
+                             },
+             #scale_width_adjustment = { 'volume': 0.8 },
+             mavcolors     = ['#2962ff','#2962ff',],
+             y_on_right    = True,
+             gridcolor     = None,
+             gridstyle     = '--',
+             facecolor     =  None,
+             rc            = [ ('axes.grid','True'),
+                               ('axes.edgecolor'  , 'grey' ),
+                               ('axes.titlecolor','red'),
+                               ('figure.titlesize', 'x-large' ),
+                               ('figure.titleweight','semibold'),
+                               ('figure.facecolor', 'white' ),
+                             ],
+             base_mpf_style = 'tradingview'
+            )

Diff for: src/mplfinance/_styledata/tradingview.py

@@ -4,7 +4,6 @@
                             'wick'  : {'up': '#606060', 'down': '#606060'},
                             'ohlc'  : {'up': '#00b060', 'down': '#fe3032'},
                             'volume': {'up': '#4dc790', 'down': '#fd6b6c'},
-                            'vcedge': {'up': '#1f77b4', 'down': '#1f77b4'},
          'vcdopcod'      : True,
          'alpha'         : 0.9},
          'mavcolors'     : None,

Diff for: src/mplfinance/_styledata/yahoo.py

@@ -1,4 +1,4 @@
-version_info = (0, 12, 9, 'beta', 8)
+version_info = (0, 12, 9, 'beta', 9)
 
 _specifier_ = {'alpha': 'a','beta': 'b','candidate': 'rc','final': ''}
 

Diff for: src/mplfinance/_version.py

@@ -102,6 +102,21 @@ def _valid_update_width_kwargs():
 
     return vkwargs
 
+def _scale_width_config(scale,width_config):
+    if scale['volume'] is not None:
+        width_config['volume_width']  *= scale['volume']
+    if scale['ohlc'] is not None:
+        width_config['ohlc_ticksize'] *= scale['ohlc']
+    if scale['candle'] is not None:
+        width_config['candle_width']  *= scale['candle']
+    if scale['lines'] is not None:
+        width_config['line_width']    *= scale['lines']
+    if scale['volume_linewidth'] is not None:
+        width_config['volume_linewidth']  *= scale['volume_linewidth']
+    if scale['ohlc_linewidth'] is not None: 
+        width_config['ohlc_linewidth'  ]  *= scale['ohlc_linewidth']
+    if scale['candle_linewidth'] is not None:
+        width_config['candle_linewidth']  *= scale['candle_linewidth']
 
 def _determine_width_config( xdates, config ):
     '''
@@ -138,23 +153,13 @@ def _determine_width_config( xdates, config ):
         width_config['candle_linewidth'] = _dfinterpolate(_widths,datalen,'clw')
         width_config['line_width'      ] = _dfinterpolate(_widths,datalen,'lw')
 
-    if config['scale_width_adjustment'] is not None:
+    if 'scale_width_adjustment' in config['style']: 
+        scale = _process_kwargs(config['style']['scale_width_adjustment'],_valid_scale_width_kwargs())
+        _scale_width_config(scale,width_config)
 
+    if config['scale_width_adjustment'] is not None:
         scale = _process_kwargs(config['scale_width_adjustment'],_valid_scale_width_kwargs())
-        if scale['volume'] is not None:
-            width_config['volume_width']  *= scale['volume']
-        if scale['ohlc'] is not None:
-            width_config['ohlc_ticksize'] *= scale['ohlc']
-        if scale['candle'] is not None:
-            width_config['candle_width']  *= scale['candle']
-        if scale['lines'] is not None:
-            width_config['line_width']    *= scale['lines']
-        if scale['volume_linewidth'] is not None:
-            width_config['volume_linewidth']  *= scale['volume_linewidth']
-        if scale['ohlc_linewidth'] is not None: 
-            width_config['ohlc_linewidth'  ]  *= scale['ohlc_linewidth']
-        if scale['candle_linewidth'] is not None:
-            width_config['candle_linewidth']  *= scale['candle_linewidth']
+        _scale_width_config(scale,width_config)
 
     if config['update_width_config'] is not None:
 

Diff for: src/mplfinance/_widths.py

@@ -383,7 +383,7 @@ def _valid_plot_kwargs():
                                         'Validator'   : lambda value: isinstance(value, (list,tuple)) and len(value) == 2
                                                         and all([isinstance(v,(int,float)) for v in value])},
 
-        'volume_alpha'              : { 'Default'     : 1,  # alpha of Volume bars
+        'volume_alpha'              : { 'Default'     : None,  # alpha of Volume bars
                                         'Description' : 'opacity for Volume bar: 0.0 (transparent) to 1.0 (opaque)',
                                         'Validator'   : lambda value: isinstance(value,(int,float)) or
                                                         all([isinstance(v,(int,float)) for v in value]) },
@@ -673,7 +673,8 @@ def plot( data, **kwargs ):
 
     datalen = len(xdates)
     if config['volume']:
-        vup,vdown = style['marketcolors']['volume'].values()
+        mc = style['marketcolors']
+        vup,vdown = mc['volume'].values()
         #-- print('vup,vdown=',vup,vdown)
         vcolors = _updown_colors(vup, vdown, opens, closes, use_prev_close=style['marketcolors']['vcdopcod'])
         #-- print('len(vcolors),len(opens),len(closes)=',len(vcolors),len(opens),len(closes))
@@ -682,9 +683,21 @@ def plot( data, **kwargs ):
         w  = config['_width_config']['volume_width']
         lw = config['_width_config']['volume_linewidth']
 
-        adjc = _adjust_color_brightness(vcolors,0.90)
-        valp = config['volume_alpha']
-        volumeAxes.bar(xdates,volumes,width=w,linewidth=lw,color=vcolors,ec=adjc,alpha=valp)
+        veup, vedown = mc['vcedge'].values()
+        if mc['volume'] == mc['vcedge']:
+            edgecolors = _adjust_color_brightness(vcolors,0.90)
+        elif veup != vedown:
+            edgecolors = _updown_colors(veup, vedown, opens, closes, use_prev_close=style['marketcolors']['vcdopcod'])
+        else: 
+            edgecolors = veup 
+
+        if config['volume_alpha']:
+           valp = config['volume_alpha']
+        elif 'volume_alpha' in mc:
+           valp = mc['volume_alpha']
+        else:
+           valp = 1.0
+        volumeAxes.bar(xdates,volumes,width=w,linewidth=lw,color=vcolors,ec=edgecolors,alpha=valp)
         if config['volume_ylim'] is not None:
             vymin = config['volume_ylim'][0]
             vymax = config['volume_ylim'][1]
@@ -911,7 +924,7 @@ def plot( data, **kwargs ):
         else:
             title = config['title']      # config['title'] is a string
         fig.suptitle(title,**title_kwargs)
-    
+
 
     if config['axtitle'] is not None:
         axA1.set_title(config['axtitle'])