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OpenBB/openbb_terminal/common/technical_analysis/volume_view.py
teh_coderer 602cfa2c8c [POC] Plotly Backend (#3941)
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---------

Co-authored-by: Theodore Aptekarev <aptekarev@gmail.com>
Co-authored-by: Chavithra <chavithra@gmail.com>
2023-03-01 22:48:45 -05:00

153 lines
3.7 KiB
Python

"""Volume View"""
__docformat__ = "numpy"
import logging
import os
from typing import Optional, Union
import pandas as pd
from openbb_terminal import OpenBBFigure
from openbb_terminal.common.technical_analysis import ta_helpers
from openbb_terminal.core.plots.plotly_ta.ta_class import PlotlyTA
from openbb_terminal.decorators import log_start_end
from openbb_terminal.helper_funcs import export_data
logger = logging.getLogger(__name__)
@log_start_end(log=logger)
def display_ad(
data: pd.DataFrame,
use_open: bool = False,
symbol: str = "",
export: str = "",
sheet_name: Optional[str] = None,
external_axes: bool = False,
) -> Union[OpenBBFigure, None]:
"""Plots AD technical indicator
Parameters
----------
data : pd.DataFrame
Dataframe of ohlc prices
use_open : bool
Whether to use open prices in calculation
symbol : str
Ticker symbol
sheet_name: str
Optionally specify the name of the sheet the data is exported to.
export: str
Format to export data as
external_axes : bool, optional
Whether to return the figure object or not, by default False
"""
ta = PlotlyTA()
fig = ta.plot(data, dict(ad=dict(use_open=use_open)), f"{symbol.upper()} AD", False)
if ta_helpers.check_columns(data) is None:
return None
export_data(
export,
os.path.dirname(os.path.abspath(__file__)).replace("common", "stocks"),
"ad",
ta.df_ta,
sheet_name,
fig,
)
return fig.show(external=external_axes)
@log_start_end(log=logger)
def display_adosc(
data: pd.DataFrame,
fast: int = 3,
slow: int = 10,
use_open: bool = False,
symbol: str = "",
export: str = "",
sheet_name: Optional[str] = None,
external_axes: bool = False,
) -> Union[OpenBBFigure, None]:
"""Plots AD Osc Indicator
Parameters
----------
data : pd.DataFrame
Dataframe of ohlc prices
use_open : bool
Whether to use open prices in calculation
fast: int
Length of fast window
slow : int
Length of slow window
symbol : str
Stock ticker
export : str
Format to export data
external_axes : bool, optional
Whether to return the figure object or not, by default False
"""
ta = PlotlyTA()
fig = ta.plot(
data,
dict(adosc=dict(fast=fast, slow=slow, use_open=use_open)),
f"{symbol.upper()} AD Oscillator",
False,
)
export_data(
export,
os.path.dirname(os.path.abspath(__file__)).replace("common", "stocks"),
"adosc",
ta.df_ta,
sheet_name,
fig,
)
return fig.show(external=external_axes)
@log_start_end(log=logger)
def display_obv(
data: pd.DataFrame,
symbol: str = "",
export: str = "",
sheet_name: Optional[str] = None,
external_axes: bool = False,
) -> Union[OpenBBFigure, None]:
"""Plots OBV technical indicator
Parameters
----------
data : pd.DataFrame
Dataframe of ohlc prices
symbol : str
Ticker
sheet_name: str
Optionally specify the name of the sheet the data is exported to.
export: str
Format to export data as
external_axes : bool, optional
Whether to return the figure object or not, by default False
"""
ta = PlotlyTA()
fig = ta.plot(data, dict(obv=dict()), f"{symbol.upper()} OBV", False)
close_col = ta_helpers.check_columns(data)
if close_col is None:
return None
export_data(
export,
os.path.dirname(os.path.abspath(__file__)).replace("common", "stocks"),
"obv",
ta.df_ta,
sheet_name,
fig,
)
return fig.show(external=external_axes)