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 trend_indicators_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 adx_command( ctx, ticker="", length="14", scalar="100", drift="1", start="", end="" ): """Displays chart with average directional movement index [Yahoo Finance]""" try: # Debug if cfg.DEBUG: print(f"!stocks.ta.adx {ticker} {length} {scalar} {drift} {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 length.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") length = float(length) if not scalar.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") scalar = float(scalar) if not drift.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") drift = float(drift) 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 = trend_indicators_model.adx("1440min", df_stock, length, scalar, drift) # Output Data fig, ax = plt.subplots(2, 1, figsize=plot_autoscale(), dpi=PLOT_DPI) ax0 = ax[0] ax0.plot(df_stock.index, df_stock["Close"].values, "k", lw=2) ax0.set_title(f"Average Directional Movement Index (ADX) on {ticker}") ax0.set_xlim(df_stock.index[0], df_stock.index[-1]) ax0.set_ylabel("Share Price ($)") ax0.grid(b=True, which="major", color="#666666", linestyle="-") ax1 = ax[1] ax1.plot(df_ta.index, df_ta.iloc[:, 0].values, "b", lw=2) ax1.plot(df_ta.index, df_ta.iloc[:, 1].values, "g", lw=1) ax1.plot(df_ta.index, df_ta.iloc[:, 2].values, "r", lw=1) ax1.set_xlim(df_stock.index[0], df_stock.index[-1]) ax1.axhline(25, linewidth=3, color="k", ls="--") ax1.legend( [ f"ADX ({df_ta.columns[0]})", f"+DI ({df_ta.columns[1]})", f"- DI ({df_ta.columns[2]})", ], loc="upper left", ) ax1.set_xlabel("Time") ax1.grid(b=True, which="major", color="#666666", linestyle="-") ax1.set_ylim([0, 100]) fig.tight_layout() plt.gcf().autofmt_xdate() plt.savefig("ta_adx.png") uploaded_image = gst_imgur.upload_image("ta_adx.png", title="something") image_link = uploaded_image.link if cfg.DEBUG: print(f"Image URL: {image_link}") title = "Stocks: Average-Directional-Movement-Index " + 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_adx.png") await ctx.send(embed=embed) except Exception as e: embed = discord.Embed( title="ERROR Stocks: Average-Directional-Movement-Index", colour=cfg.COLOR, description=e, ) embed.set_author( name=cfg.AUTHOR_NAME, icon_url=cfg.AUTHOR_ICON_URL, ) await ctx.send(embed=embed)