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 volatility_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 kc_command( ctx, ticker="", length="20", scalar="2", mamode="sma", offset="0", start="", end="" ): """Displays chart with keltner channel [Yahoo Finance]""" try: # Debug if cfg.DEBUG: print( f"!stocks.ta.kc {ticker} {length} {scalar} {mamode} {offset} {start} {end}" ) # Check for argument possible_ma = ["sma", "ema", "wma", "hma", "zlma"] 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 offset.lstrip("-").isnumeric(): raise Exception("Number has to be an integer") offset = float(offset) if mamode not in possible_ma: raise Exception("Invalid ma entered") 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 = volatility_model.kc("1440min", df_stock, length, scalar, mamode, offset) # Output Data fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI) ax.plot(df_stock.index, df_stock["Adj Close"].values, color="fuchsia") ax.plot(df_ta.index, df_ta.iloc[:, 0].values, "b", lw=1.5, label="upper") ax.plot(df_ta.index, df_ta.iloc[:, 1].values, "b", lw=1.5, ls="--") ax.plot(df_ta.index, df_ta.iloc[:, 2].values, "b", lw=1.5, label="lower") ax.set_title(f"{ticker} Keltner Channels") ax.set_xlim(df_stock.index[0], df_stock.index[-1]) ax.set_xlabel("Time") ax.set_ylabel("Price") ax.legend([ticker, df_ta.columns[0], df_ta.columns[1], df_ta.columns[2]]) ax.fill_between( df_ta.index, df_ta.iloc[:, 0].values, df_ta.iloc[:, 2].values, alpha=0.1, color="b", ) ax.grid(b=True, which="major", color="#666666", linestyle="-") plt.gcf().autofmt_xdate() fig.tight_layout(pad=1) plt.legend() plt.savefig("ta_kc.png") uploaded_image = gst_imgur.upload_image("ta_kc.png", title="something") image_link = uploaded_image.link if cfg.DEBUG: print(f"Image URL: {image_link}") title = "Stocks: Keltner-Channel " + 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_kc.png") await ctx.send(embed=embed) except Exception as e: embed = discord.Embed( title="ERROR Stocks: Keltner-Channel", colour=cfg.COLOR, description=e, ) embed.set_author( name=cfg.AUTHOR_NAME, icon_url=cfg.AUTHOR_ICON_URL, ) await ctx.send(embed=embed)