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Added ta indicators

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This commit is contained in:
DJ
2021-04-18 08:28:10 -06:00
parent 9897f9c581
commit 34fc705d63
3 changed files with 148 additions and 7 deletions
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8
gamestonk_terminal/forex/fx_controller.py
View File

@@ -8,6 +8,8 @@ from gamestonk_terminal.forex import fx_view
from gamestonk_terminal import config_terminal as cfg
from gamestonk_terminal.due_diligence import news_view
from gamestonk_terminal.behavioural_analysis import stocktwits_view
from gamestonk_terminal.exploratory_data_analysis import eda_api
import pandas as pd
account = cfg.OANDA_ACCOUNT
@@ -35,6 +37,7 @@ class ForexController:
"news",
"bullbear",
"messages",
"edasummary",
]
def __init__(self):
@@ -62,6 +65,7 @@ class ForexController:
print(" closetrade Close a trade by id")
print(" list List order history")
print(" load Load an instrument to use")
print(" messages Get messages from stocktwits")
print(" news Get news")
print(" order Place limit order -u # of units -p price")
print(" orderbook Print orderbook")
@@ -165,6 +169,10 @@ class ForexController:
instrument = remove_underscore(self.instrument)
stocktwits_view.messages(other_args, instrument)
def call_edasummary(self, other_args: List[str]):
df = pd.read_csv(".candles.csv")
eda_api.summary(other_args, df)
def remove_underscore(instrument):
instrument_list = list(instrument)

147
gamestonk_terminal/forex/fx_view.py
View File

@@ -14,6 +14,7 @@ from gamestonk_terminal import config_plot as cfgPlot
from gamestonk_terminal import feature_flags as gtff
from gamestonk_terminal.helper_funcs import parse_known_args_and_warn, plot_autoscale
import pandas as pd
import pandas_ta as ta
import mplfinance as mpf
import matplotlib.pyplot as plt
import matplotlib.ticker as mticker
@@ -317,13 +318,16 @@ def show_candles(accountID, instrument, other_args: List[str]):
description="Display Candle Data",
)
parser.add_argument(
"-g",
"--granularity",
dest="granularity",
action="store",
type=str,
default="D",
required=False,
"-a",
"--aroon",
dest="aroon",
action="store_true",
)
parser.add_argument(
"-b",
"--bollinger-bands",
dest="bbands",
action="store_true",
)
parser.add_argument(
"-c",
@@ -334,6 +338,76 @@ def show_candles(accountID, instrument, other_args: List[str]):
type=int,
required=False,
)
parser.add_argument("-d", "--ad", dest="ad", action="store_true",)
parser.add_argument(
"-e",
"--ema",
dest="ema",
action="store_true",
)
parser.add_argument(
"-f",
"--fwma",
dest="fwma",
action="store_true"
)
parser.add_argument(
"-g",
"--granularity",
dest="granularity",
action="store",
type=str,
default="D",
required=False,
)
parser.add_argument(
"-i",
"--cci",
dest="cci",
action="store_true",
)
parser.add_argument(
"-m",
"--macd",
dest="macd",
action="store_true",
)
parser.add_argument(
"-o",
"--obv",
dest="obv",
action="store_true",
)
parser.add_argument(
"-r",
"--rsi",
dest="rsi",
action="store_true",
)
parser.add_argument(
"-s",
"--sma",
dest="sma",
action="store_true",
)
parser.add_argument(
"-t",
"--stoch",
dest="stoch",
action="store_true",
)
parser.add_argument(
"-v",
"--vwap",
dest="vwap",
action="store_true",
)
parser.add_argument(
"-x",
"--adx",
dest="adx",
action="store_true",
)
ns_parser = parse_known_args_and_warn(parser, other_args)
if not ns_parser:
@@ -350,14 +424,73 @@ def show_candles(accountID, instrument, other_args: List[str]):
df = pd.read_csv(".candles.csv", index_col=0)
df.index = pd.to_datetime(df.index)
df.columns = ["Open", "High", "Low", "Close", "Volume"]
plots_to_add = []
if ns_parser.ad:
ad = ta.ad(df["High"], df["Low"], df["Close"], df["Volume"])
ad_plot = mpf.make_addplot(ad, panel=3)
plots_to_add.append(ad_plot)
if ns_parser.adx:
adx = ta.adx(df["High"], df["Low"], df["Close"])
adx_plot = mpf.make_addplot(adx, panel=3)
plots_to_add.append(adx_plot)
if ns_parser.aroon:
aroon = ta.aroon(df["High"], df["Low"])
aroon_plot = mpf.make_addplot(aroon, panel=3)
plots_to_add.append(aroon_plot)
if ns_parser.cci:
cci = ta.cci(df["High"], df["Low"], df["Close"], length=20)
cci_plot = mpf.make_addplot(cci, panel=3)
plots_to_add.append(cci_plot)
if ns_parser.bbands:
bbands = ta.bbands(df["Close"])
bbands = bbands.drop("BBB_5_2.0", axis=1)
bbands_plot = mpf.make_addplot(bbands, panel=0)
plots_to_add.append(bbands_plot)
if ns_parser.ema:
ema = ta.ema(df["Close"])
ema_plot = mpf.make_addplot(ema, panel=0)
plots_to_add.append(ema_plot)
if ns_parser.fwma:
fwma = ta.fwma(df["Close"])
fwma_plot = mpf.make_addplot(fwma, panel=0)
plots_to_add.append(fwma_plot)
if ns_parser.rsi:
rsi = ta.rsi(df["Close"], length=14)
rsi_plot = mpf.make_addplot(rsi, panel=2)
plots_to_add.append(rsi_plot)
if ns_parser.macd:
macd = ta.macd(df["Close"], fast=12, slow=26, signal=9)
macd_plot = mpf.make_addplot(macd, panel=3)
plots_to_add.append(macd_plot)
if ns_parser.obv:
obv = ta.obv(df["Close"], df["Volume"])
obv_plot = mpf.make_addplot(obv, panel=3)
plots_to_add.append(obv_plot)
if ns_parser.sma:
sma = ta.sma(df["Close"])
sma_plot = mpf.make_addplot(sma, panel=0)
plots_to_add.append(sma_plot)
if ns_parser.stoch:
stoch = ta.stoch(df["High"], df["Low"], df["Close"])
stoch_plot = mpf.make_addplot(stoch, panel=0)
plots_to_add.append(stoch_plot)
if ns_parser.vwap:
vwap = ta.vwap(df["High"], df["Low"], df["Close"], df["Volume"])
vwap_plot = mpf.make_addplot(vwap, panel=0)
plots_to_add.append(vwap_plot)
if gtff.USE_ION:
plt.ion()
mpf.plot(
df,
type="candle",
style="charles",
volume=True,
title=f"{instrument} {ns_parser.granularity}",
addplot=plots_to_add,
)
except Exception as e:
print(e)

0
gamestonk_terminal/oanda/__init.py__
View File