mirror of
https://github.com/wassname/pandas-ta.git
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1336 lines
1.3 MiB
Plaintext
1336 lines
1.3 MiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
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"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
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"* Examples below are for **educational purposes only**\n",
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"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"Pandas TA v0.3.32b0\n",
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"To install the Latest Version:\n",
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"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
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"\n",
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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}
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],
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"source": [
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"%matplotlib inline\n",
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"import datetime as dt\n",
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"import random as rnd\n",
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"\n",
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"from tqdm import tqdm\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import mplfinance as mpf\n",
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"\n",
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"from alphaVantageAPI.alphavantage import AlphaVantage\n",
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"import pandas_ta as ta\n",
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"\n",
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"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
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"\n",
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"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
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"\n",
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"%pylab inline"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
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]
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},
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{
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||
"cell_type": "code",
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||
"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pandas TA - Technical Analysis Indicators - v0.3.32b0\n",
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"\n",
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"Indicators and Utilities [149]:\n",
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" aberration, above, above_value, accbands, ad, adosc, adx, alligator, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, decay, decreasing, dema, dm, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, jma, kama, kc, kdj, kst, kurtosis, kvo, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, reflex, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, smma, squeeze, squeeze_pro, ssf, ssf3, stc, stdev, stoch, stochf, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, tos_stdevall, trendflex, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vwap, vwma, wb_tsv, wcp, willr, wma, xsignals, zlma, zscore\n",
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"\n",
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"Candle Patterns [62]:\n",
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" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n",
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"\n",
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"Total Candles, Indicators and Utilities: 211\n"
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]
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}
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],
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"source": [
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"e = pd.DataFrame()\n",
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"e.ta.indicators()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Individual Indicator help"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Help on function ema in module pandas_ta.overlap.ema:\n",
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"\n",
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"ema(close, length=None, talib=None, presma=None, offset=None, **kwargs)\n",
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" Exponential Moving Average (EMA)\n",
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" \n",
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" The Exponential Moving Average is more responsive moving average compared to the\n",
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" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
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" proportional to it's length. There are several different methods of calculating\n",
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" EMA. One method uses just the standard definition of EMA and another uses the\n",
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" SMA to generate the initial value for the rest of the calculation.\n",
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" \n",
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" Sources:\n",
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" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
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" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
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" \n",
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" Args:\n",
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" close (pd.Series): Series of 'close's\n",
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" length (int): It's period. Default: 10\n",
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" talib (bool): If TA Lib is installed and talib=True, it returns the\n",
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" TA Lib values. Default: True\n",
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" presma (bool, optional): If True, uses SMA for initial value like TA Lib.\n",
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" Default: True\n",
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" offset (int): How many periods to offset the result. Default: 0\n",
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" \n",
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" Kwargs:\n",
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" adjust (bool, optional): Default: False\n",
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" fillna (value, optional): pd.DataFrame.fillna(value)\n",
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" fill_method (value, optional): Type of fill method\n",
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" \n",
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" Returns:\n",
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" pd.Series: New feature generated.\n",
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"\n"
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]
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}
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],
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"source": [
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"help(ta.ema)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Function to format Millions\n",
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"def format_millions(x, pos):\n",
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" \"The two args are the value and tick position\"\n",
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" return \"%1.1fM\" % (x * 1e-6)"
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]
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},
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{
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||
"cell_type": "code",
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||
"execution_count": 5,
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"metadata": {},
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||
"outputs": [],
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||
"source": [
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"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
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" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
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"\n",
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"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
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"# yearly_divisor = 1\n",
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"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
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"# print(recent)\n",
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"def recent_bars(df, tf: str = \"1y\"):\n",
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" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
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" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
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" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
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" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
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"\n",
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"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
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" smin, smax = series.min(), series.max()\n",
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" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
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" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
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" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
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" return (y_min, y_max)\n",
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" return (smin, smax)\n",
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"\n",
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"price_size = (16, 8)\n",
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"ind_size = (16, 3.25)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Load Daily Ticker Data using yfinance and clean it"
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]
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},
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{
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"cell_type": "code",
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||
"execution_count": 6,
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"metadata": {},
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||
"outputs": [],
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"source": [
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"# help(e.ta.ticker)"
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]
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},
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{
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"cell_type": "code",
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||
"execution_count": 7,
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||
"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"==== Company Information =====================================================\n",
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"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
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"\n",
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"==== Market Information =====================================================\n",
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"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
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"\n",
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"NAV | Yield 477.53 | 1.3000%\n",
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"\n",
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"\n",
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"\n",
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"==== Price Information =====================================================\n",
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"Open High Low | Close 472.1900 472.1900 469.1800 | 471.1600\n",
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"HL2 | HLC3 | OHLC4 | C - OHLC4 471.0300, 471.0733, 471.3525, -0.1925\n",
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||
"Change (%) 0.1400 (0.0297%)\n",
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"Bid | Ask | Spread 470.97 x 800 | 470.95 x 1000 | -0.0200\n",
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"Volume | Market | Avg Vol (10Day) \n",
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||
" 21,328,326 | 21,328,326 | 73,562,134 (80,200,220)\n",
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||
"\n",
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||
"52Wk Range (% from 52Wk Low) 368.27 - 479.98 : 111.7100 (27.9387%)\n",
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||
"SMA 50 | SMA 200 466.9138 | 440.3433\n",
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"Avg. Return 3Yr | 5Yr 24.8800% | 17.5900%\n",
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||
"\n",
|
||
"==== Dividends / Splits =====================================================\n",
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||
"Trailing Annual Dividend Rate | Yield 5.563 | 1.1811%\n",
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"\n",
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||
"\n",
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||
"Stock Splits (Last 5 of 117):\n",
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||
"Date 2021-12-17 2021-09-17 2021-06-18 2021-03-19 2020-12-18\n",
|
||
"Ratio 1.633 1.428 1.376 1.278 1.58\n",
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||
"SPY(252, 7) from 2021-01-15 00:00:00 to 2022-01-13 00:00:00\n"
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||
]
|
||
},
|
||
{
|
||
"data": {
|
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"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
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" vertical-align: middle;\n",
|
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" }\n",
|
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"\n",
|
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" .dataframe tbody tr th {\n",
|
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" vertical-align: top;\n",
|
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" }\n",
|
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"\n",
|
||
" .dataframe thead th {\n",
|
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" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
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"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>open</th>\n",
|
||
" <th>high</th>\n",
|
||
" <th>low</th>\n",
|
||
" <th>close</th>\n",
|
||
" <th>volume</th>\n",
|
||
" <th>dividends</th>\n",
|
||
" <th>stock splits</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>date</th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>2021-01-15</th>\n",
|
||
" <td>371.764445</td>\n",
|
||
" <td>372.613118</td>\n",
|
||
" <td>368.784182</td>\n",
|
||
" <td>370.757874</td>\n",
|
||
" <td>107160000</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-01-19</th>\n",
|
||
" <td>373.363148</td>\n",
|
||
" <td>374.241455</td>\n",
|
||
" <td>371.794067</td>\n",
|
||
" <td>373.669067</td>\n",
|
||
" <td>51233300</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-01-20</th>\n",
|
||
" <td>376.096689</td>\n",
|
||
" <td>379.728304</td>\n",
|
||
" <td>375.682231</td>\n",
|
||
" <td>378.840149</td>\n",
|
||
" <td>61836100</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-01-21</th>\n",
|
||
" <td>379.432228</td>\n",
|
||
" <td>379.886198</td>\n",
|
||
" <td>378.208549</td>\n",
|
||
" <td>379.185516</td>\n",
|
||
" <td>47840100</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2021-01-22</th>\n",
|
||
" <td>377.221697</td>\n",
|
||
" <td>379.076971</td>\n",
|
||
" <td>376.817087</td>\n",
|
||
" <td>377.843414</td>\n",
|
||
" <td>52860500</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" open high low close volume \\\n",
|
||
"date \n",
|
||
"2021-01-15 371.764445 372.613118 368.784182 370.757874 107160000 \n",
|
||
"2021-01-19 373.363148 374.241455 371.794067 373.669067 51233300 \n",
|
||
"2021-01-20 376.096689 379.728304 375.682231 378.840149 61836100 \n",
|
||
"2021-01-21 379.432228 379.886198 378.208549 379.185516 47840100 \n",
|
||
"2021-01-22 377.221697 379.076971 376.817087 377.843414 52860500 \n",
|
||
"\n",
|
||
" dividends stock splits \n",
|
||
"date \n",
|
||
"2021-01-15 0.0 0 \n",
|
||
"2021-01-19 0.0 0 \n",
|
||
"2021-01-20 0.0 0 \n",
|
||
"2021-01-21 0.0 0 \n",
|
||
"2021-01-22 0.0 0 "
|
||
]
|
||
},
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Recent Data\n",
|
||
"ticker = \"BTC-USD\"\n",
|
||
"ticker = \"SPY\"\n",
|
||
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\n",
|
||
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
|
||
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
|
||
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
|
||
"df.tail(recent_bars(df)).head()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Aliases"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"opendf = df[\"open\"]\n",
|
||
"highdf = df[\"high\"]\n",
|
||
"lowdf = df[\"low\"]\n",
|
||
"closedf = df[\"close\"]\n",
|
||
"volumedf = df[\"volume\"]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## DataFrame **constants**: When you need some simple lines for charting"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Columns: open, high, low, close, volume, dividends, stock splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# help(df.ta.constants) # for more info\n",
|
||
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
|
||
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
|
||
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
|
||
"print(f\"Columns: {', '.join(list(df.columns))}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Example Charting Class utilizing **mplfinance** panels"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"class Chart(object):\n",
|
||
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n",
|
||
" self.verbose = kwargs.pop(\"verbose\", False)\n",
|
||
"\n",
|
||
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
|
||
" self.df = df\n",
|
||
" if self.df.name is not None and self.df.name != \"\":\n",
|
||
" df_name = str(self.df.name)\n",
|
||
" else:\n",
|
||
" df_name = \"DataFrame\"\n",
|
||
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
|
||
" else:\n",
|
||
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
|
||
" return None\n",
|
||
"\n",
|
||
" self._validate_mpf_kwargs(**kwargs)\n",
|
||
" self._validate_chart_kwargs(**kwargs)\n",
|
||
" self._validate_ta_strategy(strategy)\n",
|
||
"\n",
|
||
" # Build TA and Plot\n",
|
||
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
|
||
" self._plot(**kwargs)\n",
|
||
"\n",
|
||
" def _validate_ta_strategy(self, strategy):\n",
|
||
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
|
||
" self.strategy = strategy\n",
|
||
" elif len(self.strategy_ta) > 0:\n",
|
||
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
|
||
" else:\n",
|
||
" self.strategy = ta.CommonStrategy \n",
|
||
"\n",
|
||
" def _validate_chart_kwargs(self, **kwargs):\n",
|
||
" \"\"\"Chart Settings\"\"\"\n",
|
||
" self.config = {}\n",
|
||
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
|
||
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
|
||
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
|
||
" self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n",
|
||
"\n",
|
||
" def _validate_mpf_kwargs(self, **kwargs):\n",
|
||
" # mpf global chart settings\n",
|
||
" default_chart = mpf.available_styles()[-1]\n",
|
||
" default_mpf_width = {\n",
|
||
" 'candle_linewidth': 0.6,\n",
|
||
" 'candle_width': 0.525,\n",
|
||
" 'volume_width': 0.525\n",
|
||
" }\n",
|
||
" mpfchart = {}\n",
|
||
"\n",
|
||
" mpf_style = kwargs.pop(\"style\", \"\")\n",
|
||
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
|
||
" mpf_styles = mpf.available_styles()\n",
|
||
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
|
||
" elif mpf_style.lower() in mpf.available_styles():\n",
|
||
" mpfchart[\"style\"] = mpf_style\n",
|
||
"\n",
|
||
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
|
||
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
|
||
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
|
||
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
|
||
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
|
||
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
|
||
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
|
||
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
|
||
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
|
||
" \n",
|
||
" self.mpfchart = mpfchart\n",
|
||
"\n",
|
||
" def _attribution(self):\n",
|
||
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
|
||
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
|
||
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
|
||
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
|
||
"\n",
|
||
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
|
||
" if rpad > 0:\n",
|
||
" dfpad = self.df[-rpad:].copy()\n",
|
||
" dfpad.iloc[:,:] = np.NaN\n",
|
||
"\n",
|
||
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
|
||
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
|
||
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
|
||
" dfpad.index = new_dr # Update the padded index with new dates\n",
|
||
" self.df = self.df.append(dfpad)\n",
|
||
" \n",
|
||
" \n",
|
||
" def _plot(self, **kwargs):\n",
|
||
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
|
||
" print(f\"[X] plot_ratios must be a tuple\")\n",
|
||
" return\n",
|
||
"\n",
|
||
" # Override Chart Title Option\n",
|
||
" chart_title = self.config[\"title\"]\n",
|
||
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
|
||
" chart_title = kwargs.pop(\"title\")\n",
|
||
"\n",
|
||
" # Override Right Bar Padding Option\n",
|
||
" rpad = self.config[\"rpad\"]\n",
|
||
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
|
||
" rpad = int(kwargs[\"rpad\"])\n",
|
||
"\n",
|
||
" def cpanel():\n",
|
||
" return len(self.mpfchart[\"plot_ratios\"])\n",
|
||
"\n",
|
||
" # Last Second Default TA Indicators\n",
|
||
" linreg = kwargs.pop(\"linreg\", False)\n",
|
||
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
|
||
"\n",
|
||
" midpoint = kwargs.pop(\"midpoint\", False)\n",
|
||
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
|
||
"\n",
|
||
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
|
||
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
|
||
"\n",
|
||
" clr = kwargs.pop(\"clr\", False)\n",
|
||
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
|
||
"\n",
|
||
" rsi = kwargs.pop(\"rsi\", False)\n",
|
||
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
|
||
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
|
||
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
|
||
" elif rsi:\n",
|
||
" rsi_name = self.df.ta.rsi(append=True).name\n",
|
||
" else: rsi_name = \"\"\n",
|
||
" \n",
|
||
" zscore = kwargs.pop(\"zscore\", False)\n",
|
||
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
|
||
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
|
||
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
|
||
" elif zscore:\n",
|
||
" zs_name = self.df.ta.zscore(append=True).name\n",
|
||
" else: zs_name = \"\"\n",
|
||
"\n",
|
||
" macd = kwargs.pop(\"macd\", False)\n",
|
||
" macd_name = \"\"\n",
|
||
" if macd:\n",
|
||
" macds = self.df.ta.macd(append=True)\n",
|
||
" macd_name = macds.name\n",
|
||
"\n",
|
||
" squeeze = kwargs.pop(\"squeeze\", False)\n",
|
||
" lazybear = kwargs.pop(\"lazybear\", False)\n",
|
||
" squeeze_name = \"\"\n",
|
||
" if squeeze:\n",
|
||
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
|
||
" squeeze_name = squeezes.name\n",
|
||
"\n",
|
||
" ama = kwargs.pop(\"archermas\", False)\n",
|
||
" ama_name = \"\"\n",
|
||
" if ama:\n",
|
||
" amas = self.df.ta.amat(append=True)\n",
|
||
" ama_name = amas.name\n",
|
||
"\n",
|
||
" aobv = kwargs.pop(\"archerobv\", False)\n",
|
||
" aobv_name = \"\"\n",
|
||
" if aobv:\n",
|
||
" aobvs = self.df.ta.aobv(append=True)\n",
|
||
" aobv_name = aobvs.name\n",
|
||
"\n",
|
||
" # Pad and trim Chart\n",
|
||
" self._right_pad_df(rpad)\n",
|
||
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
|
||
" mpfdf_columns = list(self.df.columns)\n",
|
||
" \n",
|
||
" tsig = kwargs.pop(\"tsignals\", False)\n",
|
||
" if tsig:\n",
|
||
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
|
||
" # or Trade Logic that yields trends in binary.\n",
|
||
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
|
||
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
|
||
" if not isinstance(long_trend, pd.Series):\n",
|
||
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
|
||
" mpfdf.ta.percent_return(append=True)\n",
|
||
" mpfdf.ta.tsignals(long_trend, append=True)\n",
|
||
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
|
||
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
|
||
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
|
||
"\n",
|
||
" # BEGIN: Custom TA Plots and Panels\n",
|
||
" # Modify the area below \n",
|
||
" taplots = [] # Holds all the additional plots\n",
|
||
"\n",
|
||
" # Panel 0: Price Overlay\n",
|
||
" if linreg_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
|
||
"\n",
|
||
" if midpoint_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
|
||
"\n",
|
||
" if ohlc4_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
|
||
" \n",
|
||
" if self.strategy.name == ta.CommonStrategy.name:\n",
|
||
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
|
||
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
|
||
" if c in mpfdf_columns: total_sma += 1\n",
|
||
" else: print(f\"[X] Indicator: {c} missing!\")\n",
|
||
" if total_sma == 4:\n",
|
||
" ta_smas = [\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
|
||
" ]\n",
|
||
" taplots += ta_smas\n",
|
||
"\n",
|
||
" if tsig:\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
|
||
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
|
||
" ]\n",
|
||
" \n",
|
||
" if len(ama_name):\n",
|
||
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
|
||
" amat_sr = amat_sr_.index.to_list()\n",
|
||
" else:\n",
|
||
" amat_sr = None\n",
|
||
"\n",
|
||
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
|
||
" if self.config[\"volume\"]:\n",
|
||
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
|
||
" max_vol = mpfdf[\"volume\"].max()\n",
|
||
" # Volume axis\n",
|
||
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
|
||
" taplots += ta_volume\n",
|
||
"\n",
|
||
" # Panels 2 - 9\n",
|
||
" common_plot_ratio = (3,)\n",
|
||
"\n",
|
||
" if len(aobv_name):\n",
|
||
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
|
||
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if clr_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
|
||
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
|
||
"\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
|
||
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if rsi_name in mpfdf_columns:\n",
|
||
" rsi_ylim = (0, 100)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
" \n",
|
||
" if macd_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
|
||
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
|
||
"\n",
|
||
" if zs_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
|
||
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if squeeze_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
|
||
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if tsig:\n",
|
||
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
|
||
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
|
||
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
|
||
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" ] \n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" # END: Custom TA Plots and Panels\n",
|
||
" \n",
|
||
" if self.verbose:\n",
|
||
" additional_ta = []\n",
|
||
" chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n",
|
||
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
|
||
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
|
||
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
|
||
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
|
||
" if len(additional_ta) > 0:\n",
|
||
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
|
||
"\n",
|
||
" if amat_sr:\n",
|
||
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
|
||
" else:\n",
|
||
" # Hidden because vlines needs valid arguments even if None \n",
|
||
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
|
||
"\n",
|
||
" # Create Final Plot\n",
|
||
" mpf.plot(mpfdf,\n",
|
||
" title=chart_title,\n",
|
||
" type=self.mpfchart[\"type\"],\n",
|
||
" style=self.mpfchart[\"style\"],\n",
|
||
" datetime_format=\"%-m/%-d/%Y\",\n",
|
||
" volume=self.config[\"volume\"],\n",
|
||
" figsize=self.mpfchart[\"figsize\"],\n",
|
||
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
|
||
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
|
||
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
|
||
" xrotation=self.mpfchart[\"xrotation\"],\n",
|
||
" update_width_config=self.mpfchart[\"width_config\"],\n",
|
||
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
|
||
" vlines=vlines_,\n",
|
||
" addplot=taplots\n",
|
||
" )\n",
|
||
" \n",
|
||
" self._attribution()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Charting Example\n",
|
||
"#### Play with the parameters to see different charts and results\n",
|
||
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
|
||
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
|
||
" * "
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"[i] Loaded SPY(7294, 34)\n",
|
||
"[+] Strategy: Common Price and Volume SMAs\n",
|
||
"[i] Indicator arguments: {'append': True}\n",
|
||
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:00<00:00, 65.28it/s]\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"[i] Total indicators: 5\n",
|
||
"[i] Columns added: 5\n",
|
||
"[i] Last Run: Thursday January 13, 2022, NYSE: 4:45:14, Local: 8:45:14 PST, Day 13/365 (4.00%)\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 12 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x13371d370>"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Used for example Trend Return Long Trend Below\n",
|
||
"macd_ = ta.macd(closedf)\n",
|
||
"macdh = macd_[macd_.columns[1]]\n",
|
||
"\n",
|
||
"Chart(df,\n",
|
||
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
|
||
" # rpad: how many bars to leave empty on the right of the chart\n",
|
||
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
|
||
" \n",
|
||
" # Overlap Indicators\n",
|
||
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
|
||
" \n",
|
||
" # Example Indicators with default parameters\n",
|
||
" volume=True, rsi=True, clr=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
|
||
"\n",
|
||
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
|
||
" archerobv=False,\n",
|
||
"\n",
|
||
" # Create trends and see their returns\n",
|
||
" tsignals=True,\n",
|
||
" # Example Trends or create your own. Trend must yield Booleans\n",
|
||
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
|
||
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
|
||
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
|
||
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
|
||
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
|
||
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
|
||
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
|
||
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
|
||
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
" verbose=True, # More detail\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Indicator Examples\n",
|
||
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
|
||
"* All indicators can be called one of three ways. Either way, they return the result.\n",
|
||
"\n",
|
||
"### Three ways to use pandas_ta\n",
|
||
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
|
||
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
|
||
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Cumulative Log Return"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2021-01-15 00:00:00 to 2022-01-13 00:00:00 (252)'}, xlabel='date'>"
|
||
]
|
||
},
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"clr_ma_length = 8\n",
|
||
"clrdf = df.ta.log_return(cumulative=True, append=True)\n",
|
||
"clrmadf = ta.ema(clrdf, length=clr_ma_length)\n",
|
||
"clrxdf = pd.DataFrame({f\"{clrdf.name}\": clrdf, f\"{clrmadf.name}({clrdf.name})\": clrmadf})\n",
|
||
"clrxdf.tail(recent_bars(df)).plot(figsize=ind_size, color=colors(\"BkBl\"), linewidth=1, title=ctitle(clrdf.name, ticker=ticker, length=recent_bars(df)), grid=True)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### MACD"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x1356eceb0>"
|
||
]
|
||
},
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
|
||
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
|
||
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### ZScore"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x135764ee0>"
|
||
]
|
||
},
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"zscoredf = df.ta.zscore(length=30, append=True)\n",
|
||
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
|
||
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
|
||
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x13558ea60>"
|
||
]
|
||
},
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Now Volume Z Score\n",
|
||
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
|
||
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
|
||
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
|
||
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# New Features"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
|
||
"Squeeze Indicator (__squeeze__)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 16,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# help(ta.squeeze)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x135831b80>"
|
||
]
|
||
},
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Lazybear's TradingView Squeeze"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x13c82d040>"
|
||
]
|
||
},
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Archer Moving Averages Trends\n",
|
||
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
|
||
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 6 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x134e8e700>"
|
||
]
|
||
},
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10,\n",
|
||
" volume=True, midpoint=False, ohlc4=False,\n",
|
||
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
|
||
" archermas=True, archerobv=False,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Archer On Balance Volume\n",
|
||
"Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n",
|
||
"* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n",
|
||
"* Not on the chart are: **OBV LR** and **OBV SR** trends."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.3.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.3.32b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a17 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x1357f4790>"
|
||
]
|
||
},
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10,\n",
|
||
" volume=True, midpoint=False, ohlc4=False,\n",
|
||
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
|
||
" archermas=False, archerobv=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Disclaimer\n",
|
||
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
|
||
"\n",
|
||
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3 (ipykernel)",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.9.1"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|