Files
OpenBB/discordbot/stocks/technical_analysis/aroon.py
Didier Rodrigues Lopes a0a22ee2cf Discordbot Technical Analysis (#1089)
* fix bug with window size on discordbot

* pylint and black fixes

* black linter
2021-12-23 19:25:18 +03:00

115 lines
3.8 KiB
Python

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 aroon_command(ctx, ticker="", length="25", scalar="100", start="", end=""):
"""Displays chart with aroon indicator [Yahoo Finance]"""
try:
# Debug
if cfg.DEBUG:
print(f"!stocks.ta.aroon {ticker} {length} {scalar} {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)
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.aroon(df_stock, length, scalar)
fig, ax = plt.subplots(3, 1, figsize=plot_autoscale(), dpi=PLOT_DPI)
ax0 = ax[0]
ax0.plot(df_stock.index, df_stock["Adj Close"].values, "k", lw=2)
ax0.set_title(f"Aroon 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, "r", lw=2)
ax1.plot(df_ta.index, df_ta.iloc[:, 1].values, "g", lw=2)
ax1.set_xlim(df_stock.index[0], df_stock.index[-1])
ax1.axhline(50, linewidth=1, color="k", ls="--")
ax1.legend(
[f"Aroon DOWN ({df_ta.columns[0]})", f"Aroon UP ({df_ta.columns[1]})"],
loc="upper left",
)
ax1.grid(b=True, which="major", color="#666666", linestyle="-")
ax1.set_ylim([0, 100])
ax2 = ax[2]
ax2.plot(df_ta.index, df_ta.iloc[:, 2].values, "b", lw=2)
ax2.set_xlim(df_stock.index[0], df_stock.index[-1])
ax2.set_xlabel("Time")
ax2.legend([f"Aroon OSC ({df_ta.columns[2]})"], loc="upper left")
ax2.grid(b=True, which="major", color="#666666", linestyle="-")
ax2.set_ylim([-100, 100])
fig.tight_layout(pad=1)
plt.gcf().autofmt_xdate()
plt.savefig("ta_aroon.png")
uploaded_image = gst_imgur.upload_image("ta_aroon.png", title="something")
image_link = uploaded_image.link
if cfg.DEBUG:
print(f"Image URL: {image_link}")
title = "Stocks: Aroon-Indicator " + 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_aroon.png")
await ctx.send(embed=embed)
except Exception as e:
embed = discord.Embed(
title="ERROR Stocks: Aroon-Indicator",
colour=cfg.COLOR,
description=e,
)
embed.set_author(
name=cfg.AUTHOR_NAME,
icon_url=cfg.AUTHOR_ICON_URL,
)
await ctx.send(embed=embed)