Files
OpenBB/gamestonk_terminal/portfolio_optimization/port_optimization_controller.py
2021-04-11 17:09:53 -04:00

176 lines
5.1 KiB
Python

"""Portfolio Optimization Controller Module"""
__docformat__ = "numpy"
import argparse
from typing import List, Set
from datetime import datetime
from gamestonk_terminal import feature_flags as gtff
from gamestonk_terminal.helper_funcs import get_flair, parse_known_args_and_warn
from gamestonk_terminal.menu import session
from gamestonk_terminal.portfolio_optimization import port_opt_api as po_api
from prompt_toolkit.completion import NestedCompleter
class PortfolioOptimization:
CHOICES = ["help",
"q",
"quit",
"select",
"add",
"equal_weight",
"mkt_cap"]
def __init__(self,
tickers:Set[str] = None
):
"""
Construct Portfolio Optimization
"""
self.po_parser = argparse.ArgumentParser(add_help=False, prog="po")
self.po_parser.add_argument("cmd", choices=self.CHOICES )
self.tickers = set(tickers)
@staticmethod
def print_help(tickers: Set[str]):
"""Print help"""
print("\nPortfolio Optimization:")
print(" help show this menu again")
print(
" q quit this menu, and shows back to main menu"
)
print(" quit quit to abandon program")
print(
f"\nCurrent Tickers: {('None', ', '.join(tickers))[bool(tickers)]}"
)
print("")
print(" add add ticker to optimize")
print(" select overwrite current tickers with new tickers")
print("")
print("Optimization:")
print(" equal_weight equally weighted portfolio")
print(" mkt_cap marketcap weighted portfolio")
print("")
def switch(self, an_input: str):
"""Process and dispatch input
Returns
-------
True, False or None
False - quit the menu
True - quit the program
None - continue in the menu
"""
(known_args, other_args) = self.po_parser.parse_known_args(an_input.split())
return getattr(
self, "call_" + known_args.cmd, lambda: "Command not recognized!"
)(other_args)
def call_help(self, _):
"""Process Help command"""
self.print_help(self.tickers)
def call_q(self, _):
"""Process Q command - quit the menu"""
return False
def call_quit(self, _):
"""Process Quit command - quit the program"""
return True
def call_add(self, other_args:List[str]):
self.add_stocks(self, other_args)
def call_optimize(self, other_args:List[str]):
weights = po_api.optimize(self.tickers, other_args)
print("Optimal Weights for Equal Weighting:")
print(weights)
print("")
def call_equal_weight(self, other_args:List[str]):
weights = po_api.equal_weight(self.tickers, other_args)
print("Optimal Weights for Equal Weighting:")
print(weights)
print("")
def call_mkt_cap(self,other_args:List[str]):
print("TODO")
def call_select(self,other_args:List[str]):
print("TODO")
@staticmethod
def add_stocks(self, other_args: List[str]):
""" Add ticker to current list for optimization"""
parser = argparse.ArgumentParser(
add_help=False,
prog="add",
description="""Add tickers for optimizing.""",
)
parser.add_argument(
"-t",
"--tickers",
dest="add_tickers",
type=lambda s: [str(item).upper() for item in s.split(",")],
default=[],
help="add tickers to optimzation.",
)
try:
if other_args:
if "-" not in other_args[0]:
other_args.insert(0, "-t")
ns_parser = parse_known_args_and_warn(parser, other_args)
if not ns_parser:
return
for ticker in ns_parser.add_tickers:
self.tickers.add(ticker)
print(
f"\nCurrent Tickers: {('None', ', '.join(self.tickers))[bool(self.tickers)]}"
)
print("")
except Exception as e:
print(e)
print("")
def menu(tickers:List[str]):
"""Portfolio Optimization Menu"""
if tickers == ['']:
tickers = []
po_controller = PortfolioOptimization(tickers)
po_controller.call_help(tickers)
while True:
# Get input command from user
if session and gtff.USE_PROMPT_TOOLKIT:
completer = NestedCompleter.from_nested_dict(
{c: None for c in po_controller.CHOICES}
)
an_input = session.prompt(
f"{get_flair()} (po)> ",
completer=completer,
)
else:
an_input = input(f"{get_flair()} (po)> ")
try:
process_input = po_controller.switch(an_input)
if process_input is not None:
return process_input
except SystemExit:
print("The command selected doesn't exist\n")
continue