Files
OpenBB/openbb_terminal/dashboards/dashboards_controller.py
martinb-bb 7fd72d9ee1 Forecasting Menu [Work in Progress] (#1933)
* Gave forecasting memory

* Fixed scripts, refactored

* FIxed poetry lock

* edge case check for forecast target

* Improved combine and load functionality

* Cleaned up translations

* Fixed issue with covariates

* Fixed issue checking covariates

* Another covariates check fix

* Ignored regr and linregr warnings

* Fixed covariate issues

* switched from forecasting to forecast

* Finished transition to forecast

* Can add entire dataset with one command

* Improved combine description

* Removed naming covariates

* Created new installation

* typo

* Make plot show dates if available

* Added better handling or users without the menu

* Removed unused file

* Fix

* Better handling for nontraditional datasets

* Fixed black and pylint

* Fixed tests

* Added darts install to main tests

* Working on darts with CI

* Added back test file

* Made large tables print better

* naive baseline

* typo

* Finished naive

* no dollar on prediction

* fixed positive MAPE bug

* quick refactoring

* Fixed two different args for same thing

* added extra patience

* linreg mape fix

* info fix

* Refactored API, bumped to Darts 0.21.0

* Added fixes

* Increased verbosity for wrong column

* Updated dependencies

* Hid warnings

* Fixed importing

* Fixed tests

* Fixed ugly seasonal plotting

* Fixed forecast line color

* Switched chart output to blue

* Simplified lambda_price_prediction_color

* fixed residuals

* Chnage

* Removed darts from CI per Chavi

* Added fixes to tests

* Added knnfix

* Fixed issue where n!= o

* Added changes

* Added changes

* Imrpoved forecast dash

* Added Theo notebook

* Added enhancements to dash

* Added notebook

* Added fix for jupyter lab

* Added debug stuff

* Change

* Updated docs

* Fixed formatting

* Fixed formatting

* Removed prints

* Filtered some info

* Added button to run model

* Improved api

* Added secret feautr (no peeking Martin)

* Cleaned code

* Fixed tests

* Added test fixes

* Added fixes

* Fixes

* FIxes for pres

* Remove bad tests

* Removed knn

* Fixed issues with removing mc

* doc for conda

* Added forecast improvements

* Added streamlit support

* Fixed issues

* fix expo with streamlit due to quantile()

* fixed performance issues with streamlit for now..

* clean up historical forecast with new trainer

* quick fix for regression trainer params

* Added fixes

* quick fix for other fix for regression trainer params

* table formatting for timestamp

* potential fix for inf in feature engineered datasets

* Basic working in new format

* dw

* Trying

* Fixed issues

* Improved graphing

* fixing trainer for LR and formatting

* doge and linting

* page break

* automatic cleaning of datasets

* automatic cleaning of datasets- fix

* Fixed forecast dates

* Made dashboard prettier

* Added fixes

* Added fixes

* Added options

* Fixed error

* remove caching

* adding in spinner

* Added vairable n_predict in streamlit

* Added mypy fix

* renaming and range change

* new index for n predict

* check positive float for window size

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* renaming

* reorg files

* Update _index.md

* hidden which command for versions

* Update _index.md

* Update _index.md

* which: ns parser

* hugo for: which

* hugo for: forecasting fix

* formatting black

* update stock controller test

* Lay groundwork for better residual plotting

* improved delete to allow for periods in title

* improved automatic cleaning of inf

* Added new API

* Added new API

* Added new API

* formatting for black

* Updated our testing CI

* Reverted changes

* Added forecast docs

* Fixed mypy issues

* Fixes tests

* Did some refactoring, added a report

* new api in streamlit

* Added integrated tests

* Update _index.md

* improved loading in custom dataset

* menu spacing

* installer fixes

* Added docs fixes

* Adding comments to test if commit working

* Fixed report

* naming conventions

* formatting

* removing unused var

* Made last report imporvements

* Update README.md

* Added fix

* Switched to warning

* Added fixes

* Added fixes

* Added fixes

* Added fixes

* Update economy av view test

* Remove forgotten print statement

* Update depencencies

* Added verbosity to pytest

* Added fixes

* Fixed pylint

* Fixed actions checkout

* Added fixes

Co-authored-by: colin99d <colin99delahunty@gmail.com>
Co-authored-by: Colin Delahunty <72827203+colin99d@users.noreply.github.com>
Co-authored-by: James Simmons <simmonsj330@gmail.com>
Co-authored-by: minhhoang1023 <40023817+minhhoang1023@users.noreply.github.com>
Co-authored-by: Theodore Aptekarev <aptekarev@gmail.com>
2022-10-08 14:54:43 +02:00

215 lines
6.6 KiB
Python

"""Dashboards Module"""
__docformat__ = "numpy"
import argparse
import logging
import os
import subprocess # nosec
from typing import List
from prompt_toolkit.completion import NestedCompleter
from openbb_terminal import feature_flags as obbff
from openbb_terminal.decorators import log_start_end
from openbb_terminal.menu import session
from openbb_terminal.parent_classes import BaseController
from openbb_terminal.rich_config import console, MenuText
from openbb_terminal.helper_funcs import parse_simple_args
# pylint: disable=consider-using-with
logger = logging.getLogger(__name__)
class DashboardsController(BaseController):
"""Dashboards Controller class"""
CHOICES_COMMANDS = [
"stocks",
"correlation",
"vsurf",
"chains",
"shortdata",
"crypto",
"futures",
"forecast",
"forecasting",
]
PATH = "/dashboards/"
def __init__(self, queue: List[str] = None):
"""Constructor"""
super().__init__(queue)
if session and obbff.USE_PROMPT_TOOLKIT:
choices: dict = {c: {} for c in self.controller_choices}
choices["support"] = self.SUPPORT_CHOICES
choices["about"] = self.ABOUT_CHOICES
self.completer = NestedCompleter.from_nested_dict(choices)
def print_help(self):
"""Print help"""
mt = MenuText("dashboards/")
mt.add_raw("\nVoila Apps:\n")
mt.add_cmd("stocks")
mt.add_cmd("correlation")
mt.add_cmd("vsurf")
mt.add_cmd("chains")
mt.add_cmd("shortdata")
mt.add_cmd("crypto")
mt.add_cmd("futures")
mt.add_cmd("forecast")
mt.add_raw("\nStreamlit Apps:\n")
mt.add_cmd("forecasting")
console.print(text=mt.menu_text, menu="Dashboards")
@log_start_end(log=logger)
def call_stocks(self, other_args: List[str]):
"""Process stocks command"""
create_call_voila(other_args, "stocks", "stocks")
@log_start_end(log=logger)
def call_correlation(self, other_args: List[str]):
"""Process correlation command"""
create_call_voila(other_args, "correlation", "correlation")
@log_start_end(log=logger)
def call_vsurf(self, other_args: List[str]):
"""Process vsurf command"""
create_call_voila(other_args, "vsurf", "")
@log_start_end(log=logger)
def call_chains(self, other_args: List[str]):
"""Process chains command"""
create_call_voila(other_args, "chains", "")
@log_start_end(log=logger)
def call_shortdata(self, other_args: List[str]):
"""Process shortdata command"""
create_call_voila(other_args, "shortdata", "")
@log_start_end(log=logger)
def call_crypto(self, other_args: List[str]):
"""Process crypto command"""
create_call_voila(other_args, "crypto", "")
@log_start_end(log=logger)
def call_futures(self, other_args: List[str]):
"""Process futures command"""
create_call_voila(other_args, "futures", "")
@log_start_end(log=logger)
def call_forecast(self, other_args: List[str]):
"""Process forecast command"""
create_call_voila(other_args, "forecast", "")
@log_start_end(log=logger)
def call_forecasting(self, other_args: List[str]):
"""Process forecasting command"""
create_call_streamlit(other_args, "forecast")
def create_call_voila(other_args: List[str], name: str, filename: str = None) -> None:
filename = filename if filename else name
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog=name,
description=f"""Shows {name} dashboard""",
)
parser.add_argument(
"-j",
"--jupyter",
action="store_true",
default=False,
dest="jupyter",
help="Shows dashboard in jupyter-lab.",
)
parser.add_argument(
"-n",
"--no-input",
action="store_true",
default=False,
dest="input",
help="Skips confirmation to run server.",
)
parser.add_argument(
"-d",
"--dark",
action="store_true",
default=False,
dest="dark",
help="Whether to show voila in dark mode",
)
ns_parser = parse_simple_args(parser, other_args)
if ns_parser:
cmd = "jupyter-lab" if ns_parser.jupyter else "voila"
base_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), "voila")
file = os.path.join(base_path, f"{filename}.ipynb")
if not ns_parser.input:
console.print(
f"Warning: opens a port on your computer to run a {cmd} server."
)
response = input("Would you like us to run the server for you? y/n\n")
args = ""
if ns_parser.dark and not ns_parser.jupyter:
args += "--theme=dark"
if ns_parser.input or response.lower() == "y":
subprocess.Popen(
f"{cmd} {file} {args}",
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
shell=True, # nosec
)
else:
console.print(f"Type: {cmd} voila/{file}\ninto a terminal to run.")
console.print("")
def create_call_streamlit(
other_args: List[str], name: str, filename: str = None
) -> None:
filename = filename if filename else name
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog=name,
description=f"""Shows streamlit {name} dashboard""",
)
parser.add_argument(
"-n",
"--no-input",
action="store_true",
default=False,
dest="input",
help="Skips confirmation to run server.",
)
ns_parser = parse_simple_args(parser, other_args)
if ns_parser:
cmd = "streamlit run"
base_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), "stream")
file = os.path.join(base_path, f"{filename}.py")
if not ns_parser.input:
console.print(
f"Warning: opens a port on your computer to run a {cmd} server."
)
response = input("Would you like us to run the server for you? y/n\n")
args = ""
if ns_parser.input or response.lower() == "y":
subprocess.Popen(
f"{cmd} {file} {args}",
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
shell=True,
)
else:
console.print(f"Type: {cmd} stream/{file}\ninto a terminal to run.")
console.print("")