Create chart_builder.py
Browse files- chart_builder.py +79 -0
chart_builder.py
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# chart_builder.py
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import plotly.graph_objs as go
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from indicator import (
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calc_macd, calc_rsi, calc_supertrend,
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calc_stochastic, calc_keltner, calc_zigzag,
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calc_swings
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)
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def build_chart(df):
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fig = go.Figure()
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# =============================
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# MAIN PRICE PANEL
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# =============================
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fig.add_trace(go.Candlestick(
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x=df.index,
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open=df["Open"], high=df["High"],
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low=df["Low"], close=df["Close"],
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name="Price", yaxis="y"
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))
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# Volume
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fig.add_trace(go.Bar(
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x=df.index, y=df["Volume"], name="Volume", yaxis="y2", opacity=0.3
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))
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# =============================
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# INDICATORS
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# =============================
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rsi = calc_rsi(df)
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macd = calc_macd(df)
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st = calc_supertrend(df)
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stoch = calc_stochastic(df)
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kc = calc_keltner(df)
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zig = calc_zigzag(df)
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sw = calc_swings(df)
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# RSI Panel
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fig.add_trace(go.Scatter(x=df.index, y=rsi["RSI"], name="RSI", yaxis="y3"))
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# MACD Panel
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fig.add_trace(go.Scatter(x=df.index, y=macd["MACD"], name="MACD", yaxis="y4"))
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fig.add_trace(go.Scatter(x=df.index, y=macd["Signal"], name="Signal", yaxis="y4"))
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fig.add_trace(go.Bar(x=df.index, y=macd["Histogram"], name="Hist", yaxis="y4"))
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# Supertrend
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fig.add_trace(go.Scatter(x=df.index, y=st["Supertrend"], name="Supertrend", yaxis="y"))
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# Stoch
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fig.add_trace(go.Scatter(x=df.index, y=stoch["STOCH_K"], name="STOCH_K", yaxis="y5"))
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fig.add_trace(go.Scatter(x=df.index, y=stoch["STOCH_D"], name="STOCH_D", yaxis="y5"))
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# Keltner
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fig.add_trace(go.Scatter(x=df.index, y=kc["KC_UP"], name="KC UP", yaxis="y"))
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fig.add_trace(go.Scatter(x=df.index, y=kc["KC_MID"], name="KC MID", yaxis="y"))
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fig.add_trace(go.Scatter(x=df.index, y=kc["KC_LOW"], name="KC LOW", yaxis="y"))
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# ZigZag
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fig.add_trace(go.Scatter(x=df.index, y=zig["ZIGZAG"], name="ZIGZAG", yaxis="y"))
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# Swings
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fig.add_trace(go.Scatter(x=df.index, y=sw["SWING_HIGH"], name="Swing High", yaxis="y"))
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fig.add_trace(go.Scatter(x=df.index, y=sw["SWING_LOW"], name="Swing Low", yaxis="y"))
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# =============================
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# LAYOUT
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# =============================
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fig.update_layout(
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height=1200,
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xaxis=dict(domain=[0, 1], rangeslider=dict(visible=False)),
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yaxis=dict(domain=[0.55, 1]), # Price
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yaxis2=dict(domain=[0.45, 0.55]), # Volume
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yaxis3=dict(domain=[0.30, 0.45]), # RSI
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yaxis4=dict(domain=[0.15, 0.30]), # MACD
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yaxis5=dict(domain=[0.00, 0.15]), # Stochastic
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showlegend=True
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)
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return fig.to_html(full_html=False)
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