diff --git "a/dashboard.ipynb" "b/dashboard.ipynb" deleted file mode 100644--- "a/dashboard.ipynb" +++ /dev/null @@ -1,437 +0,0 @@ -{ - "cells": [ - { - "cell_type": "raw", - "metadata": {}, - "source": [ - "---\n", - "title: My dashboard\n", - "description: Dashboard with stock, crypto and meteo\n", - "show-code: False\n", - "schedule: '30 8 * * 1-5'\n", - "params:\n", - " stock_symbol:\n", - " input: select\n", - " label: Select stock\n", - " value: TSLA\n", - " choices: [TSLA, MSFT, GME, PLTR, SNOW]\n", - " crypto_symbol:\n", - " input: select\n", - " label: Select crypto\n", - " value: BTC\n", - " choices: [BTC, ETH, DOT, NMR]\n", - "---" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import smtplib\n", - "import requests\n", - "import pandas as pd\n", - "import numpy as np\n", - "\n", - "from email.message import EmailMessage\n", - "from matplotlib import dates as mdates\n", - "from matplotlib import pyplot as plt\n", - "from dotenv import load_dotenv\n", - "import yfinance as yf\n", - "from bloxs import B\n", - "\n", - "plt.style.use('ggplot')\n", - "\n", - "_ = load_dotenv() " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "stock_symbol = \"TSLA\"\n", - "crypto_symbol = \"BTC\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "\n", - "class EmailService:\n", - " def __init__(self):\n", - " self.address = os.environ.get(\"EMAIL_ADDRESS\")\n", - " self.password = os.environ.get(\"EMAIL_PASSWORD\")\n", - " \n", - " def send(self, to_address, subject, message):\n", - " msg = EmailMessage()\n", - " msg['Subject'] = subject\n", - " msg['From'] = self.address\n", - " msg['To'] = to_address\n", - " msg.set_content(message)\n", - " \n", - " with smtplib.SMTP_SSL('smtp.gmail.com', 465) as smtp:\n", - " smtp.login(self.address, self.password)\n", - " smtp.send_message(msg)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# get stock data from Yahoo Finance\n", - "stock = yf.Ticker(stock_symbol)\n", - "stock_hist = stock.history()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# get crypto data from Binance REST API\n", - "def get_crypto_data(symbol):\n", - " try:\n", - " response = requests.get(f\"https://www.binance.com/api/v1/klines?symbol={symbol}&interval=1d&limit=30\")\n", - " candles = response.json()\n", - " df = pd.DataFrame(candles, columns=[\"Open time\", \"Open\", \"High\", \"Low\", \"Close\", \"Volume\", \n", - " \"Close time\", \"Quote\", \"Trades\", \"BaseVol\", \"QuoteVol\", \"Igonre\"])\n", - " df[\"Date\"] = pd.to_datetime(df[\"Open time\"], unit='ms')\n", - " for col in [\"Open\", \"High\", \"Low\", \"Close\", \"Volume\"]:\n", - " df[col] = df[col].astype(float)\n", - " df = df.set_index('Date')\n", - " return df\n", - " except Exception as e:\n", - " print(str(e))\n", - " return None\n", - " \n", - "crypto = get_crypto_data(f\"{crypto_symbol}USDT\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# get weather data from open meteo REST API\n", - "def get_meteo_data(lat = 52.9314055, lon=23.7737443):\n", - " try:\n", - " url = f\"https://api.open-meteo.com/v1/forecast?latitude={lat}&longitude={lon}&hourly=temperature_2m,windspeed_10m,windgusts_10m&windspeed_unit=kn&timezone=Europe%2FBerlin\"\n", - " data = requests.get(url).json()\n", - " meteo = pd.DataFrame(data[\"hourly\"])\n", - " meteo.time = pd.to_datetime(meteo.time)\n", - " return meteo\n", - " except Exception as e:\n", - " print(str(e))\n", - " return None\n", - "\n", - "meteo = get_meteo_data()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot finance charts\n", - "fig, ax = plt.subplots(1, 2, figsize=(17,5))\n", - "\n", - "_ = ax[0].plot(stock_hist.Close, linewidth=3)\n", - "ax[0].xaxis.set_major_formatter(mdates.DateFormatter('%b-%d'))\n", - "_=ax[0].set_ylabel(\"USD\")\n", - "ax[0].title.set_text(stock_symbol)\n", - "\n", - "\n", - "_=ax[1].plot(crypto.Close, color=\"orange\", linewidth=3)\n", - "ax[1].title.set_text(crypto_symbol)\n", - "ax[1].xaxis.set_major_formatter(mdates.DateFormatter('%b-%d'))\n", - "_=ax[1].set_ylabel(\"USDT\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot meteo charts\n", - "fig, ax = plt.subplots(1, 2, figsize=(17,5))\n", - "\n", - "_=ax[0].plot(meteo.time, meteo.temperature_2m, color=\"black\")\n", - "ax[0].xaxis.set_major_formatter(mdates.DateFormatter('%b-%d'))\n", - "ax[0].set_ylabel(\"Celsius\")\n", - "ax[0].title.set_text(\"Temperature\")\n", - "\n", - "_=ax[1].plot(meteo.time, meteo.windspeed_10m, label=\"Speed\", linewidth=3)\n", - "_=ax[1].plot(meteo.time, meteo.windgusts_10m, label=\"Gusts\", linewidth=3)\n", - "_=ax[1].title.set_text(\"Wind\")\n", - "_=ax[1].set_ylabel(\"Knots\")\n", - "ax[1].xaxis.set_major_formatter(mdates.DateFormatter('%b-%d'))\n", - "_=ax[1].legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "# alerts" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "if meteo.windgusts_10m.max() > 25:\n", - " EmailService().send(\"piotr@mljar.com\", \n", - " \"Strong wind gusts alert\", \n", - " f\"There might be strong wind gusts in the next 7 days. Up to {meteo.windgusts_10m.max()} knots.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "stock_change = (stock_hist.tail(7).Close.max() - stock_hist.tail(7).Close.min())/stock_hist.tail(7).Close.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "if stock_change > 0.3: # stock change over 30% send email notification\n", - " EmailService().send(\"piotr@mljar.com\", \n", - " \"Stock large price change alert\", \n", - " f\"Large price change ({np.round(stock_change*100.0,2)}%) of {stock_symbol} in the last 7 days.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "crypto_change = (crypto.tail(7).Close.max() - crypto.tail(7).Close.min())/crypto.tail(7).Close.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "if crypto_change > 0.3: # crypto change over 30% send email notification\n", - " EmailService().send(\"piotr@mljar.com\", \n", - " \"Crypto price large change alert\", \n", - " f\"Large price change ({np.round(crypto_change*100.0,2)}%) of {crypto_symbol} in the last 7 days.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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\n", - " 9.22%\n", - " \n", - " TSLA week change\n", - " \n", - " \n", - "
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\n", - " 6.61%\n", - " \n", - " BTC week change\n", - " \n", - " \n", - "
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\n", - " 19.3\n", - " \n", - " Max wind gusts\n", - " \n", - " \n", - "
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "B([\n", - " B(f\"{np.round(stock_change*100, 2)}%\", f\"{stock_symbol} week change\"),\n", - " B(f\"{np.round(crypto_change*100, 2)}%\", f\"{crypto_symbol} week change\"),\n", - " B(meteo.windgusts_10m.max(), f\"Max wind gusts\"),\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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\n", - " 713\n", - " \n", - " TSLA\n", - " \n", - " \n", - "
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\n", - " 31,373\n", - " \n", - " BTC\n", - " \n", - " \n", - "
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\n", - " 27.8\n", - " \n", - " Max Temp\n", - " \n", - " \n", - "
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "B([\n", - " B(stock_hist.Close[-1].astype(int), f\"{stock_symbol}\"),\n", - " B(crypto.Close[-1].astype(int), f\"{crypto_symbol}\"),\n", - " B(meteo.temperature_2m.max(), f\"Max Temp\"),\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "pdenv", - "language": "python", - "name": "pdenv" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}