import os from datetime import datetime, timedelta import discord from matplotlib import pyplot as plt from gamestonk_terminal.helper_funcs import plot_autoscale from gamestonk_terminal.common.technical_analysis import momentum_model from gamestonk_terminal.config_plot import PLOT_DPI import discordbot.config_discordbot as cfg from discordbot.run_discordbot import gst_imgur import discordbot.helpers async def macd_command( ctx, ticker="", fast="12", slow="26", signal="9", start="", end="" ): """Displays chart with moving average convergence/divergence [Yahoo Finance]""" try: # Debug if cfg.DEBUG: print(f"!stocks.ta.macd {ticker} {fast} {slow} {signal} {start} {end}") # Check for argument if ticker == "": raise Exception("Stock ticker is required") if start == "": start = datetime.now() - timedelta(days=365) else: start = datetime.strptime(start, cfg.DATE_FORMAT) if end == "": end = datetime.now() else: end = datetime.strptime(end, cfg.DATE_FORMAT) if not fast.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") fast = float(fast) if not slow.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") slow = float(slow) if not signal.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") signal = float(signal) ticker = ticker.upper() df_stock = discordbot.helpers.load(ticker, start) if df_stock.empty: raise Exception("Stock ticker is invalid") # Retrieve Data df_stock = df_stock.loc[(df_stock.index >= start) & (df_stock.index < end)] df_ta = momentum_model.macd("1440min", df_stock, fast, slow, signal) # Output Data fig, axes = plt.subplots(2, 1, figsize=plot_autoscale(), dpi=PLOT_DPI) ax = axes[0] ax.set_title(f"{ticker} MACD") ax.plot(df_stock.index, df_stock["Adj Close"].values, "k", lw=2) ax.set_xlim(df_stock.index[0], df_stock.index[-1]) ax.set_ylabel("Share Price ($)") ax.grid(b=True, which="major", color="#666666", linestyle="-") ax2 = axes[1] ax2.plot(df_ta.index, df_ta.iloc[:, 0].values, "b", lw=2) ax2.plot(df_ta.index, df_ta.iloc[:, 2].values, "r", lw=2) ax2.bar(df_ta.index, df_ta.iloc[:, 1].values, color="g") ax2.legend( [ f"MACD Line {df_ta.columns[0]}", f"Signal Line {df_ta.columns[2]}", f"Histogram {df_ta.columns[1]}", ], loc="upper left", ) ax2.set_xlim(df_stock.index[0], df_stock.index[-1]) ax2.grid(b=True, which="major", color="#666666", linestyle="-") plt.gcf().autofmt_xdate() fig.tight_layout(pad=1) plt.savefig("ta_macd.png") uploaded_image = gst_imgur.upload_image("ta_cci.png", title="something") image_link = uploaded_image.link if cfg.DEBUG: print(f"Image URL: {image_link}") title = "Stocks: Moving-Average-Convergence-Divergence " + ticker embed = discord.Embed(title=title, colour=cfg.COLOR) embed.set_author( name=cfg.AUTHOR_NAME, icon_url=cfg.AUTHOR_ICON_URL, ) embed.set_image(url=image_link) os.remove("ta_macd.png") await ctx.send(embed=embed) except Exception as e: embed = discord.Embed( title="ERROR Stocks: Moving-Average-Convergence-Divergence", colour=cfg.COLOR, description=e, ) embed.set_author( name=cfg.AUTHOR_NAME, icon_url=cfg.AUTHOR_ICON_URL, ) await ctx.send(embed=embed)