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 volume_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 obv_command(ctx, ticker="", start="", end=""): """Displays chart with on balance volume [Yahoo Finance]""" try: # Debug if cfg.DEBUG: print(f"!stocks.ta.obv {ticker} {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) 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)] # Output Data bar_colors = [ "r" if x[1].Open < x[1].Close else "g" for x in df_stock.iterrows() ] bar_width = timedelta(days=1) divisor = 1_000_000 df_vol = df_stock["Volume"].dropna() df_vol = df_vol.values / divisor df_ta = volume_model.obv("1440min", df_stock) df_cal = df_ta.values df_cal = df_cal / divisor fig, axes = plt.subplots( 3, 1, gridspec_kw={"height_ratios": [2, 1, 1]}, figsize=plot_autoscale(), dpi=PLOT_DPI, ) ax = axes[0] ax.plot(df_stock.index, df_stock["Adj Close"].values, "k", lw=2) ax.set_title(f"{ticker} OBV") ax.set_xlim(df_stock.index[0], df_stock.index[-1]) ax.set_ylabel("Price") ax.grid(b=True, which="major", color="#666666", linestyle="-") ax.minorticks_on() ax.grid(b=True, which="minor", color="#999999", linestyle="-", alpha=0.2) ax2 = axes[1] ax2.set_xlim(df_stock.index[0], df_stock.index[-1]) ax2.set_ylabel("Volume [M]") ax2.bar( df_stock.index, df_vol, color=bar_colors, alpha=0.8, width=bar_width, ) ax3 = axes[2] ax3.set_ylabel("OBV [M]") ax3.set_xlabel("Time") ax3.plot(df_ta.index, df_cal, "b", lw=1) ax3.set_xlim(df_stock.index[0], df_stock.index[-1]) ax3.grid(b=True, which="major", color="#666666", linestyle="-") ax3.minorticks_on() ax3.grid(b=True, which="minor", color="#999999", linestyle="-", alpha=0.2) plt.gcf().autofmt_xdate() fig.tight_layout(pad=1) plt.savefig("ta_obv.png") uploaded_image = gst_imgur.upload_image("ta_obv.png", title="something") image_link = uploaded_image.link if cfg.DEBUG: print(f"Image URL: {image_link}") title = "Stocks: On-Balance-Volume " + 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_obv.png") await ctx.send(embed=embed) except Exception as e: embed = discord.Embed( title="ERROR Stocks: On-Balance-Volume", colour=cfg.COLOR, description=e, ) embed.set_author( name=cfg.AUTHOR_NAME, icon_url=cfg.AUTHOR_ICON_URL, ) await ctx.send(embed=embed)