diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index e57f1324..b5f4482b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.4.0 + rev: v4.6.0 hooks: - id: check-yaml - id: end-of-file-fixer @@ -10,16 +10,16 @@ repos: - id: check-merge-conflict - id: detect-private-key - repo: https://github.com/psf/black - rev: 23.1.0 + rev: 24.8.0 hooks: - id: black - repo: https://github.com/charliermarsh/ruff-pre-commit - rev: "v0.1.1" + rev: "v0.6.7" hooks: - id: ruff - entry: ruff --ignore PLR0915,S301 + entry: ruff check --ignore PLR0915,S301 - repo: https://github.com/codespell-project/codespell - rev: v2.2.5 + rev: v2.3.0 hooks: - id: codespell entry: codespell diff --git a/README.md b/README.md index 05b7dd0b..5d0b3b97 100644 --- a/README.md +++ b/README.md @@ -71,7 +71,7 @@ ___ Through the link you are able to subscribe for the free plan and also premium plans at a **15% discount**. This is an affiliate link and thus supports the project at the same time. I have chosen FinancialModelingPrep as a source as I find it to be the most transparent, reliable and at an affordable price. I have yet to find a platform offering such low prices for the amount of data offered. When you notice that the data is inaccurate or have any other issue related to the data, note that I simply provide the means to access this data and I am not responsible for the accuracy of the data itself. For this, use [their contact form](https://site.financialmodelingprep.com/contact) or provide the data yourself. -The dependencies of the package are on purpose *very slim* so that it will work well with any combination of packages and not result in conflicts. +The dependencies of the package are on purpose *very slim* so that it will work well with any combination of packages and not result in conflicts. In case you wish to use the Finance Toolkit in combination with Yahoo Finance, you can do so by installing the optional dependency with `pip install "financetoolkit[yfinance]"`. # Basic Usage diff --git a/app/initalization_model.py b/app/initalization_model.py index 8417ca1a..ad3dd6c9 100644 --- a/app/initalization_model.py +++ b/app/initalization_model.py @@ -172,12 +172,16 @@ def create_configurations_section(session_state: st.session_state): with col1: session_state["start_date"] = st.date_input( "Start Date", - value=datetime.now() - timedelta(days=365 * 10) - if session_state["premium_plan"] - else datetime.now() - timedelta(days=365 * 5), - min_value=datetime(1980, 1, 1) - if session_state["premium_plan"] - else datetime.now() - timedelta(days=365 * 5), + value=( + datetime.now() - timedelta(days=365 * 10) + if session_state["premium_plan"] + else datetime.now() - timedelta(days=365 * 5) + ), + min_value=( + datetime(1980, 1, 1) + if session_state["premium_plan"] + else datetime.now() - timedelta(days=365 * 5) + ), max_value=datetime.now(), ) with col2: @@ -274,12 +278,16 @@ def initalize_financetoolkit(session_state: st.session_state): tickers=session_state["tickers"], api_key=session_state["api_key_value"], quarterly=session_state["quarterly_data"], - start_date=session_state["start_date"].strftime("%Y-%m-%d") - if session_state["start_date"] - else None, - end_date=session_state["end_date"].strftime("%Y-%m-%d") - if session_state["end_date"] - else None, + start_date=( + session_state["start_date"].strftime("%Y-%m-%d") + if session_state["start_date"] + else None + ), + end_date=( + session_state["end_date"].strftime("%Y-%m-%d") + if session_state["end_date"] + else None + ), progress_bar=False, ) diff --git a/app/metrics_view.py b/app/metrics_view.py index 4dff706f..ca79a9ff 100644 --- a/app/metrics_view.py +++ b/app/metrics_view.py @@ -8,6 +8,8 @@ from financetoolkit import Toolkit +# pylint: disable=R0914,W0212,R1735 + def plot_data( variables: list[str], @@ -176,11 +178,11 @@ def plot_data( freq = ( "D" if "MD" in variable - else "D" - if "TI" in variable - else "Q" - if finance_toolkit._quarterly - else "Y" + else ( + "D" + if "TI" in variable + else "Q" if finance_toolkit._quarterly else "Y" + ) ) if column_one: diff --git a/dashboard.py b/dashboard.py index 11feafda..1983aced 100644 --- a/dashboard.py +++ b/dashboard.py @@ -4,9 +4,7 @@ from app import helpers, initalization_model, metrics_view, socials_model -st.set_page_config( - page_title="Finance Toolkit Dashboard", page_icon="🛠️", layout="wide" -) +st.set_page_config(page_title="Finance Toolkit Dashboard", page_icon="🛠️", layout="wide") st.session_state = initalization_model.initalize_session_state(st.session_state) diff --git a/examples/Finance Toolkit - 0. README Examples.ipynb b/examples/Finance Toolkit - 0. README Examples.ipynb index 2c7aad89..795247ce 100644 --- a/examples/Finance Toolkit - 0. README Examples.ipynb +++ b/examples/Finance Toolkit - 0. README Examples.ipynb @@ -4092,7 +4092,6 @@ ], "source": [ "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", "\n", "# Display corporate bond yields\n", "display(corporate_bond_yields)\n", @@ -4433,23 +4432,23 @@ "source": [ "display(unemployment_rates)\n", "\n", - "df = unemployment_rates[[\"Colombia\", \"United States\", \"Sweden\", \"Japan\", \"Germany\"]]\n", + "unemployment_rates_df = unemployment_rates[[\"Colombia\", \"United States\", \"Sweden\", \"Japan\", \"Germany\"]]\n", "\n", "# Copy to clipboard (this is just to paste the data in the README)\n", - "pd.io.clipboards.to_clipboard(df.to_markdown(), excel=False)\n", + "pd.io.clipboards.to_clipboard(unemployment_rates_df.to_markdown(), excel=False)\n", "\n", "index = pd.period_range(\"2017\", \"2022\", freq=\"Y\")\n", "\n", "# Convert PeriodIndex to string\n", - "df.index = df.index.astype(str)\n", + "unemployment_rates_df.index = unemployment_rates_df.index.astype(str)\n", "\n", "# Plotting with Seaborn for better aesthetics\n", "plt.figure(figsize=(12, 8))\n", "sns.set_style(\"whitegrid\")\n", - "palette = sns.color_palette(\"husl\", len(df.columns))\n", + "palette = sns.color_palette(\"husl\", len(unemployment_rates_df.columns))\n", "\n", "# Plotting a bar plot\n", - "(df * 100).plot(kind=\"bar\", width=0.8, color=palette, edgecolor=\"black\")\n", + "(unemployment_rates_df * 100).plot(kind=\"bar\", width=0.8, color=palette, edgecolor=\"black\")\n", "\n", "plt.title(\"Unemployment Rates Over Time\", fontsize=16)\n", "plt.xlabel(\"Year\", fontsize=12)\n", diff --git a/examples/Finance Toolkit - 5. Options Module.ipynb b/examples/Finance Toolkit - 5. Options Module.ipynb index 8b1fffa5..c9cedbd1 100644 --- a/examples/Finance Toolkit - 5. Options Module.ipynb +++ b/examples/Finance Toolkit - 5. Options Module.ipynb @@ -88,8 +88,8 @@ "metadata": {}, "outputs": [], "source": [ - "import pandas as pd\n", "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", "\n", "from financetoolkit import Toolkit\n", "\n", diff --git a/financetoolkit/discovery/discovery_controller.py b/financetoolkit/discovery/discovery_controller.py index 276744e7..bd5e5daf 100644 --- a/financetoolkit/discovery/discovery_controller.py +++ b/financetoolkit/discovery/discovery_controller.py @@ -1,4 +1,5 @@ """Discovery Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/discovery/discovery_model.py b/financetoolkit/discovery/discovery_model.py index 110bb531..cec5330d 100644 --- a/financetoolkit/discovery/discovery_model.py +++ b/financetoolkit/discovery/discovery_model.py @@ -1,4 +1,5 @@ """Discovery Model""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/economics/economics_controller.py b/financetoolkit/economics/economics_controller.py index 9682f892..7d8d9e1a 100644 --- a/financetoolkit/economics/economics_controller.py +++ b/financetoolkit/economics/economics_controller.py @@ -1,4 +1,5 @@ """Economics Module""" + __docformat__ = "google" @@ -651,9 +652,7 @@ def get_share_prices( period = ( period if period is not None - else "quarterly" - if self._quarterly - else "yearly" + else "quarterly" if self._quarterly else "yearly" ) share_prices = oecd_model.get_share_prices(period=period) @@ -728,9 +727,7 @@ def get_long_term_interest_rate( period = ( period if period is not None - else "quarterly" - if self._quarterly - else "yearly" + else "quarterly" if self._quarterly else "yearly" ) long_term_interest_rate = oecd_model.get_long_term_interest_rate( @@ -809,9 +806,7 @@ def get_short_term_interest_rate( period = ( period if period is not None - else "quarterly" - if self._quarterly - else "yearly" + else "quarterly" if self._quarterly else "yearly" ) short_term_interest_rate = oecd_model.get_short_term_interest_rate( @@ -884,9 +879,7 @@ def get_exchange_rates( period = ( period if period is not None - else "quarterly" - if self._quarterly - else "yearly" + else "quarterly" if self._quarterly else "yearly" ) exchange_rates = oecd_model.get_exchange_rates(period=period) @@ -1184,9 +1177,7 @@ def get_unemployment_rate( period = ( period if period is not None - else "quarterly" - if self._quarterly - else "yearly" + else "quarterly" if self._quarterly else "yearly" ) unemployment_rate = oecd_model.get_unemployment_rate(period=period) diff --git a/financetoolkit/economics/oecd_model.py b/financetoolkit/economics/oecd_model.py index fcad99e5..7c05984b 100644 --- a/financetoolkit/economics/oecd_model.py +++ b/financetoolkit/economics/oecd_model.py @@ -1,4 +1,5 @@ """OECD Model""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/fixedincome/bond_model.py b/financetoolkit/fixedincome/bond_model.py index 1c2f9bb2..8d4576fc 100644 --- a/financetoolkit/fixedincome/bond_model.py +++ b/financetoolkit/fixedincome/bond_model.py @@ -1,4 +1,5 @@ """Bond Model Module""" + import numpy as np diff --git a/financetoolkit/fixedincome/ecb_model.py b/financetoolkit/fixedincome/ecb_model.py index 4589d056..b4d16f83 100644 --- a/financetoolkit/fixedincome/ecb_model.py +++ b/financetoolkit/fixedincome/ecb_model.py @@ -1,4 +1,5 @@ """ECB Model""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/fixedincome/euribor_model.py b/financetoolkit/fixedincome/euribor_model.py index 09b0928a..47db058f 100644 --- a/financetoolkit/fixedincome/euribor_model.py +++ b/financetoolkit/fixedincome/euribor_model.py @@ -1,4 +1,5 @@ """ECB Model""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/fixedincome/fed_model.py b/financetoolkit/fixedincome/fed_model.py index 1c54d594..d9522079 100644 --- a/financetoolkit/fixedincome/fed_model.py +++ b/financetoolkit/fixedincome/fed_model.py @@ -1,4 +1,5 @@ """FED Model""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/fixedincome/fixedincome_controller.py b/financetoolkit/fixedincome/fixedincome_controller.py index c954b7fe..e287ca27 100644 --- a/financetoolkit/fixedincome/fixedincome_controller.py +++ b/financetoolkit/fixedincome/fixedincome_controller.py @@ -1,4 +1,5 @@ """Fixed Income Module""" + __docformat__ = "google" @@ -546,17 +547,17 @@ def get_yield_to_maturity( for price in bond_price: yield_to_maturities[price] = {} for maturity in years_to_maturity: - ( - yield_to_maturities[price][maturity] - ) = bond_model.get_yield_to_maturity( - par_value=par_value, - coupon_rate=coupon_rate, - years_to_maturity=maturity, - bond_price=price, - frequency=frequency, - guess=guess, - tolerance=tolerance, - max_iterations=max_iterations, + (yield_to_maturities[price][maturity]) = ( + bond_model.get_yield_to_maturity( + par_value=par_value, + coupon_rate=coupon_rate, + years_to_maturity=maturity, + bond_price=price, + frequency=frequency, + guess=guess, + tolerance=tolerance, + max_iterations=max_iterations, + ) ) yield_to_maturities_df = pd.DataFrame.from_dict( @@ -672,9 +673,11 @@ def get_derivative_price( strike_rate = ( np.arange( max( - forward_rate - 0.005 * 20 - if not is_receiver - else forward_rate - 0.005 * 5, + ( + forward_rate - 0.005 * 20 + if not is_receiver + else forward_rate - 0.005 * 5 + ), 0.005, ), forward_rate + 0.005 * 20 if is_receiver else forward_rate + 0.005 * 5, @@ -837,9 +840,7 @@ def get_government_bond_yield( period = ( period if period is not None - else "quarterly" - if self._quarterly - else "yearly" + else "quarterly" if self._quarterly else "yearly" ) if short_term: diff --git a/financetoolkit/fixedincome/helpers.py b/financetoolkit/fixedincome/helpers.py index 22363f5c..8c736b21 100644 --- a/financetoolkit/fixedincome/helpers.py +++ b/financetoolkit/fixedincome/helpers.py @@ -1,4 +1,5 @@ """Helpers""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/fundamentals_model.py b/financetoolkit/fundamentals_model.py index 5c20cf0b..9370b708 100644 --- a/financetoolkit/fundamentals_model.py +++ b/financetoolkit/fundamentals_model.py @@ -1,4 +1,5 @@ """Fundamentals Module""" + __docformat__ = "google" diff --git a/financetoolkit/helpers.py b/financetoolkit/helpers.py index 74f224ee..fbe7c71e 100644 --- a/financetoolkit/helpers.py +++ b/financetoolkit/helpers.py @@ -1,4 +1,5 @@ """Helpers Module""" + __docformat__ = "google" import inspect diff --git a/financetoolkit/historical_model.py b/financetoolkit/historical_model.py index 1d147917..3d0fbb89 100644 --- a/financetoolkit/historical_model.py +++ b/financetoolkit/historical_model.py @@ -1,9 +1,11 @@ """Historical Module""" + __docformat__ = "google" import contextlib import threading import time +import warnings from datetime import datetime, timedelta from http.client import RemoteDisconnected from urllib.error import HTTPError, URLError @@ -21,6 +23,13 @@ except ImportError: ENABLE_TQDM = False +try: + import yfinance as yf + + ENABLE_YFINANCE = True +except ImportError: + ENABLE_YFINANCE = False + # pylint: disable=too-many-locals,unsubscriptable-object,too-many-lines TREASURY_LIMIT = 90 @@ -155,16 +164,16 @@ def worker(ticker, historical_data_dict): fmp_tickers.append(ticker) if source == "YahooFinance" or historical_data.empty: - historical_data = get_historical_data_from_yahoo_finance( - ticker=ticker, - start=start, - end=end, - interval=interval, - return_column=return_column, - risk_free_rate=risk_free_rate, - include_dividends=include_dividends, - divide_ohlc_by=divide_ohlc_by, - ) + if ENABLE_YFINANCE: + historical_data = get_historical_data_from_yahoo_finance( + ticker=ticker, + start=start, + end=end, + interval=interval, + return_column=return_column, + risk_free_rate=risk_free_rate, + divide_ohlc_by=divide_ohlc_by, + ) if not historical_data.empty: yf_tickers.append(ticker) @@ -223,7 +232,14 @@ def worker(ticker, historical_data_dict): ) if no_data and show_errors: - print(f"No data found for the following tickers: {', '.join(no_data)}") + if not ENABLE_YFINANCE: + print( + "Due to a missing optional dependency (yfinance) and your current FinancialModelingPrep plan, " + f"data for the following tickers could not be acquired: {', '.join(no_data)}\n" + "Enable this functionality by using:\033[1m pip install 'financetoolkit[yfinance]' \033[0m" + ) + else: + print(f"No data found for the following tickers: {', '.join(no_data)}") if len(historical_data_dict) == 0: # Fill the DataFrame with zeros to ensure the DataFrame is returned @@ -421,7 +437,6 @@ def get_historical_data_from_yahoo_finance( interval: str = "1d", return_column: str = "Adj Close", risk_free_rate: pd.DataFrame = pd.DataFrame(), - include_dividends: bool = True, divide_ohlc_by: int | float | None = None, ): """ @@ -481,20 +496,12 @@ def get_historical_data_from_yahoo_finance( if interval in ["yearly", "quarterly"]: interval = "1d" - historical_data_url = ( - f"https://query1.finance.yahoo.com/v7/finance/download/{ticker}?" - f"interval={interval}&period1={start_timestamp}&period2={end_timestamp}" - "&events=history&includeAdjustedClose=true" - ) - - dividend_url = ( - f"https://query1.finance.yahoo.com/v7/finance/download/{ticker}?" - f"interval={interval}&period1={start_timestamp}&period2={end_timestamp}" - "&events=div&includeAdjustedClose=true" - ) - try: - historical_data = pd.read_csv(historical_data_url, index_col="Date") + historical_data = yf.Ticker(ticker).history( + start=start_timestamp, + end=end_timestamp, + interval=interval, + ) except (HTTPError, URLError, RemoteDisconnected): return pd.DataFrame() @@ -503,7 +510,10 @@ def get_historical_data_from_yahoo_finance( return pd.DataFrame() historical_data.index = pd.to_datetime(historical_data.index) - historical_data.index = historical_data.index.to_period(freq="D") + + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", category=UserWarning) + historical_data.index = historical_data.index.to_period(freq="D") if divide_ohlc_by: # Set divide by zero and invalid value warnings to ignore as it is fine that @@ -512,27 +522,21 @@ def get_historical_data_from_yahoo_finance( # In case tickers are presented in percentages or similar historical_data = historical_data.div(divide_ohlc_by) - if include_dividends: - try: - dividends = pd.read_csv(dividend_url, index_col="Date")["Dividends"] - - dividends.index = pd.to_datetime(dividends.index) - dividends.index = dividends.index.to_period(freq="D") - - historical_data["Dividends"] = dividends - - historical_data["Dividends"] = historical_data["Dividends"].infer_objects( - copy=False - ) - - historical_data["Dividends"] = historical_data["Dividends"].fillna(0) - except (HTTPError, URLError, RemoteDisconnected): - historical_data["Dividends"] = 0 - historical_data = historical_data.loc[ ~historical_data.index.duplicated(keep="first") ] + historical_data["Adj Close"] = historical_data["Close"] + + if "Stock Splits" in historical_data and "Capital Gains" in historical_data: + historical_data = historical_data.drop( + columns=["Stock Splits", "Capital Gains"] + ) + elif "Stock Splits" in historical_data: + historical_data = historical_data.drop(columns=["Stock Splits"]) + else: + historical_data = historical_data.drop(columns=["Capital Gains"]) + historical_data = enrich_historical_data( historical_data=historical_data, start=start, @@ -836,15 +840,13 @@ def convert_daily_to_other_period( if "Cumulative Return" in period_historical_data: if start: - start = pd.Period(start).asfreq(period_str) - - if start < period_historical_data.index[0]: - start = period_historical_data.index[0] + start = max( + pd.Period(start).asfreq(period_str), period_historical_data.index[0] + ) if end: - end = pd.Period(end).asfreq(period_str) - - if end > period_historical_data.index[-1]: - end = period_historical_data.index[-1] + end = min( + pd.Period(end).asfreq(period_str), period_historical_data.index[-1] + ) adjusted_return = period_historical_data.loc[start:end, "Return"].copy() adjusted_return.iloc[0] = 0 diff --git a/financetoolkit/models/altman_model.py b/financetoolkit/models/altman_model.py index f904d5af..a31ced47 100644 --- a/financetoolkit/models/altman_model.py +++ b/financetoolkit/models/altman_model.py @@ -1,4 +1,5 @@ """Altman Module""" + __docformat__ = "google" import pandas as pd @@ -140,12 +141,12 @@ def get_sales_to_total_assets_ratio( def get_altman_z_score( working_capital_to_total_assets_ratio: float | pd.Series | pd.DataFrame, retained_earnings_to_total_assets_ratio: float | pd.Series | pd.DataFrame, - earnings_before_interest_and_taxes_to_total_assets_ratio: float - | pd.Series - | pd.DataFrame, - market_value_of_equity_to_book_value_of_total_liabilities_ratio: float - | pd.Series - | pd.DataFrame, + earnings_before_interest_and_taxes_to_total_assets_ratio: ( + float | pd.Series | pd.DataFrame + ), + market_value_of_equity_to_book_value_of_total_liabilities_ratio: ( + float | pd.Series | pd.DataFrame + ), sales_to_total_assets_ratio: float | pd.Series | pd.DataFrame, ): """ diff --git a/financetoolkit/models/dupont_model.py b/financetoolkit/models/dupont_model.py index b33eb1b4..9e34f6e4 100644 --- a/financetoolkit/models/dupont_model.py +++ b/financetoolkit/models/dupont_model.py @@ -1,4 +1,5 @@ """Dupont Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/models/enterprise_model.py b/financetoolkit/models/enterprise_model.py index 2fc8f470..6136fd2d 100644 --- a/financetoolkit/models/enterprise_model.py +++ b/financetoolkit/models/enterprise_model.py @@ -1,4 +1,5 @@ """Enterprise Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/models/growth_model.py b/financetoolkit/models/growth_model.py index e4608099..214e0de7 100644 --- a/financetoolkit/models/growth_model.py +++ b/financetoolkit/models/growth_model.py @@ -1,4 +1,5 @@ """Growth Model""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/models/helpers.py b/financetoolkit/models/helpers.py index 7dbd3153..10e749b8 100644 --- a/financetoolkit/models/helpers.py +++ b/financetoolkit/models/helpers.py @@ -1,4 +1,5 @@ """Models Helpers Module""" + __docformat__ = "google" diff --git a/financetoolkit/models/intrinsic_model.py b/financetoolkit/models/intrinsic_model.py index 1d0620c3..258ae204 100644 --- a/financetoolkit/models/intrinsic_model.py +++ b/financetoolkit/models/intrinsic_model.py @@ -1,4 +1,5 @@ """Intrinsic Value Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/models/models_controller.py b/financetoolkit/models/models_controller.py index 99f4c8c5..eca55bd8 100644 --- a/financetoolkit/models/models_controller.py +++ b/financetoolkit/models/models_controller.py @@ -1,4 +1,5 @@ """Models Module""" + __docformat__ = "google" import pandas as pd @@ -683,15 +684,17 @@ def get_intrinsic_valuation( cash_flow=self._cash_flow_statement.loc[ticker, cash_flow_type] .dropna() .iloc[-1], - growth_rate=growth_rate_dict[ticker] - if growth_rate_dict - else growth_rate, - perpetual_growth_rate=perpetual_growth_rate_dict[ticker] - if perpetual_growth_rate_dict - else perpetual_growth_rate, - weighted_average_cost_of_capital=wacc_dict[ticker] - if wacc_dict - else weighted_average_cost_of_capital, + growth_rate=( + growth_rate_dict[ticker] if growth_rate_dict else growth_rate + ), + perpetual_growth_rate=( + perpetual_growth_rate_dict[ticker] + if perpetual_growth_rate_dict + else perpetual_growth_rate + ), + weighted_average_cost_of_capital=( + wacc_dict[ticker] if wacc_dict else weighted_average_cost_of_capital + ), cash_and_cash_equivalents=self._balance_sheet_statement.loc[ ticker, "Cash and Cash Equivalents" ] @@ -803,12 +806,12 @@ def get_gorden_growth_model( * (1 + growth_rate) ** distance ) - gorden_growth_model[ticker][ - period - ] = intrinsic_model.get_gorden_growth_model( - dividends_per_share=dividends_per_share_value, - rate_of_return=rate_of_return, - growth_rate=growth_rate, + gorden_growth_model[ticker][period] = ( + intrinsic_model.get_gorden_growth_model( + dividends_per_share=dividends_per_share_value, + rate_of_return=rate_of_return, + growth_rate=growth_rate, + ) ) gorden_growth_model_df = pd.DataFrame(gorden_growth_model) @@ -885,31 +888,31 @@ def get_altman_z_score( self._balance_sheet_statement.loc[:, "Total Current Liabilities", :], ) - altman_z_score[ - "Working Capital to Total Assets" - ] = altman_model.get_working_capital_to_total_assets_ratio( - working_capital=working_capital, - total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + altman_z_score["Working Capital to Total Assets"] = ( + altman_model.get_working_capital_to_total_assets_ratio( + working_capital=working_capital, + total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + ) ) - altman_z_score[ - "Retained Earnings to Total Assets" - ] = altman_model.get_retained_earnings_to_total_assets_ratio( - retained_earnings=self._balance_sheet_statement.loc[ - :, "Retained Earnings", : - ], - total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + altman_z_score["Retained Earnings to Total Assets"] = ( + altman_model.get_retained_earnings_to_total_assets_ratio( + retained_earnings=self._balance_sheet_statement.loc[ + :, "Retained Earnings", : + ], + total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + ) ) - altman_z_score[ - "EBIT to Total Assets" - ] = altman_model.get_earnings_before_interest_and_taxes_to_total_assets_ratio( - ebit=( - self._income_statement.loc[:, "Net Income", :] - + self._income_statement.loc[:, "Income Tax Expense", :] - + self._income_statement.loc[:, "Interest Expense", :] - ), - total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + altman_z_score["EBIT to Total Assets"] = ( + altman_model.get_earnings_before_interest_and_taxes_to_total_assets_ratio( + ebit=( + self._income_statement.loc[:, "Net Income", :] + + self._income_statement.loc[:, "Income Tax Expense", :] + + self._income_statement.loc[:, "Interest Expense", :] + ), + total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + ) ) years = self._balance_sheet_statement.columns @@ -931,20 +934,20 @@ def get_altman_z_score( share_price=share_prices, total_shares_outstanding=average_shares ) - altman_z_score[ - "Market Value to Total Liabilities" - ] = altman_model.get_market_value_of_equity_to_book_value_of_total_liabilities_ratio( - market_value_of_equity=market_cap, - total_liabilities=self._balance_sheet_statement.loc[ - :, "Total Liabilities", : - ], + altman_z_score["Market Value to Total Liabilities"] = ( + altman_model.get_market_value_of_equity_to_book_value_of_total_liabilities_ratio( + market_value_of_equity=market_cap, + total_liabilities=self._balance_sheet_statement.loc[ + :, "Total Liabilities", : + ], + ) ) - altman_z_score[ - "Sales to Total Assets" - ] = altman_model.get_sales_to_total_assets_ratio( - sales=self._income_statement.loc[:, "Revenue", :], - total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + altman_z_score["Sales to Total Assets"] = ( + altman_model.get_sales_to_total_assets_ratio( + sales=self._income_statement.loc[:, "Revenue", :], + total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + ) ) altman_z_score["Altman Z-Score"] = altman_model.get_altman_z_score( @@ -1032,32 +1035,36 @@ def get_piotroski_score(self) -> pd.DataFrame: """ piotroski_score = {} - piotroski_score[ - "Return on Assets Criteria" - ] = piotroski_model.get_return_on_assets_criteria( - net_income=self._income_statement.loc[:, "Net Income", :], - total_assets_begin=self._balance_sheet_statement.loc[ - :, "Total Assets", : - ].shift(axis=1), - total_assets_end=self._balance_sheet_statement.loc[:, "Total Assets", :], + piotroski_score["Return on Assets Criteria"] = ( + piotroski_model.get_return_on_assets_criteria( + net_income=self._income_statement.loc[:, "Net Income", :], + total_assets_begin=self._balance_sheet_statement.loc[ + :, "Total Assets", : + ].shift(axis=1), + total_assets_end=self._balance_sheet_statement.loc[ + :, "Total Assets", : + ], + ) ) - piotroski_score[ - "Operating Cashflow Criteria" - ] = piotroski_model.get_operating_cashflow_criteria( - operating_cashflow=self._cash_flow_statement.loc[ - :, "Operating Cash Flow", : - ], + piotroski_score["Operating Cashflow Criteria"] = ( + piotroski_model.get_operating_cashflow_criteria( + operating_cashflow=self._cash_flow_statement.loc[ + :, "Operating Cash Flow", : + ], + ) ) - piotroski_score[ - "Change in Return on Assets Criteria" - ] = piotroski_model.get_change_in_return_on_asset_criteria( - net_income=self._income_statement.loc[:, "Net Income", :], - total_assets_begin=self._balance_sheet_statement.loc[ - :, "Total Assets", : - ].shift(axis=1), - total_assets_end=self._balance_sheet_statement.loc[:, "Total Assets", :], + piotroski_score["Change in Return on Assets Criteria"] = ( + piotroski_model.get_change_in_return_on_asset_criteria( + net_income=self._income_statement.loc[:, "Net Income", :], + total_assets_begin=self._balance_sheet_statement.loc[ + :, "Total Assets", : + ].shift(axis=1), + total_assets_end=self._balance_sheet_statement.loc[ + :, "Total Assets", : + ], + ) ) piotroski_score["Accruals Criteria"] = piotroski_model.get_accruals_criteria( @@ -1072,47 +1079,51 @@ def get_piotroski_score(self) -> pd.DataFrame: total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], ) - piotroski_score[ - "Change in Leverage Criteria" - ] = piotroski_model.get_change_in_leverage_criteria( - total_debt=self._balance_sheet_statement.loc[:, "Total Debt", :], - total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + piotroski_score["Change in Leverage Criteria"] = ( + piotroski_model.get_change_in_leverage_criteria( + total_debt=self._balance_sheet_statement.loc[:, "Total Debt", :], + total_assets=self._balance_sheet_statement.loc[:, "Total Assets", :], + ) ) - piotroski_score[ - "Change in Current Ratio Criteria" - ] = piotroski_model.get_change_in_current_ratio_criteria( - current_assets=self._balance_sheet_statement.loc[ - :, "Total Current Assets", : - ], - current_liabilities=self._balance_sheet_statement.loc[ - :, "Total Current Liabilities", : - ], + piotroski_score["Change in Current Ratio Criteria"] = ( + piotroski_model.get_change_in_current_ratio_criteria( + current_assets=self._balance_sheet_statement.loc[ + :, "Total Current Assets", : + ], + current_liabilities=self._balance_sheet_statement.loc[ + :, "Total Current Liabilities", : + ], + ) ) - piotroski_score[ - "Number of Shares Criteria" - ] = piotroski_model.get_number_of_shares_criteria( - common_stock_issued=self._cash_flow_statement.loc[ - :, "Common Stock Issued", : - ], + piotroski_score["Number of Shares Criteria"] = ( + piotroski_model.get_number_of_shares_criteria( + common_stock_issued=self._cash_flow_statement.loc[ + :, "Common Stock Issued", : + ], + ) ) - piotroski_score[ - "Gross Margin Criteria" - ] = piotroski_model.get_gross_margin_criteria( - revenue=self._income_statement.loc[:, "Revenue", :], - cost_of_goods_sold=self._income_statement.loc[:, "Cost of Goods Sold", :], + piotroski_score["Gross Margin Criteria"] = ( + piotroski_model.get_gross_margin_criteria( + revenue=self._income_statement.loc[:, "Revenue", :], + cost_of_goods_sold=self._income_statement.loc[ + :, "Cost of Goods Sold", : + ], + ) ) - piotroski_score[ - "Asset Turnover Criteria" - ] = piotroski_model.get_asset_turnover_ratio_criteria( - sales=self._income_statement.loc[:, "Revenue", :], - total_assets_begin=self._balance_sheet_statement.loc[ - :, "Total Assets", : - ].shift(axis=1), - total_assets_end=self._balance_sheet_statement.loc[:, "Total Assets", :], + piotroski_score["Asset Turnover Criteria"] = ( + piotroski_model.get_asset_turnover_ratio_criteria( + sales=self._income_statement.loc[:, "Revenue", :], + total_assets_begin=self._balance_sheet_statement.loc[ + :, "Total Assets", : + ].shift(axis=1), + total_assets_end=self._balance_sheet_statement.loc[ + :, "Total Assets", : + ], + ) ) piotroski_score["Piotroski Score"] = piotroski_model.get_piotroski_score( diff --git a/financetoolkit/models/piotroski_model.py b/financetoolkit/models/piotroski_model.py index f6d21876..1295848b 100644 --- a/financetoolkit/models/piotroski_model.py +++ b/financetoolkit/models/piotroski_model.py @@ -1,4 +1,5 @@ """Altman Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/models/wacc_model.py b/financetoolkit/models/wacc_model.py index 9f1f8f18..a30c7512 100644 --- a/financetoolkit/models/wacc_model.py +++ b/financetoolkit/models/wacc_model.py @@ -1,4 +1,5 @@ """Weighted Average Cost of Capital Module""" + __docformat__ = "google" import numpy as np diff --git a/financetoolkit/normalization_model.py b/financetoolkit/normalization_model.py index fd23e4ff..6ce2b59f 100644 --- a/financetoolkit/normalization_model.py +++ b/financetoolkit/normalization_model.py @@ -1,4 +1,5 @@ """Normalization Module""" + __docformat__ = "google" import shutil diff --git a/financetoolkit/options/binomial_trees_model.py b/financetoolkit/options/binomial_trees_model.py index 4fc810e8..0f3a1fa5 100644 --- a/financetoolkit/options/binomial_trees_model.py +++ b/financetoolkit/options/binomial_trees_model.py @@ -1,4 +1,5 @@ """Binomial Trees Model""" + __docformat__ = "google" import numpy as np diff --git a/financetoolkit/options/black_scholes_model.py b/financetoolkit/options/black_scholes_model.py index 4e1cda50..4a6ac7cd 100644 --- a/financetoolkit/options/black_scholes_model.py +++ b/financetoolkit/options/black_scholes_model.py @@ -1,4 +1,5 @@ """Black Scholes Model""" + __docformat__ = "google" import numpy as np diff --git a/financetoolkit/options/greeks_model.py b/financetoolkit/options/greeks_model.py index a6949969..2d8587f9 100644 --- a/financetoolkit/options/greeks_model.py +++ b/financetoolkit/options/greeks_model.py @@ -1,4 +1,5 @@ """Black Scholes Greeks Model""" + __docformat__ = "google" import numpy as np diff --git a/financetoolkit/options/helpers.py b/financetoolkit/options/helpers.py index 3c42b3d0..fb467683 100644 --- a/financetoolkit/options/helpers.py +++ b/financetoolkit/options/helpers.py @@ -1,4 +1,5 @@ """Option Helpers Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/options/options_controller.py b/financetoolkit/options/options_controller.py index d5c8db9b..ea514ceb 100644 --- a/financetoolkit/options/options_controller.py +++ b/financetoolkit/options/options_controller.py @@ -1,4 +1,5 @@ """Options Module""" + __docformat__ = "google" from datetime import datetime @@ -354,16 +355,16 @@ def get_black_scholes_model( black_scholes[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - black_scholes[ticker][strike_price][ - time_to_expiration - ] = black_scholes_model.get_black_scholes( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - time_to_expiration=time_to_expiration, - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + black_scholes[ticker][strike_price][time_to_expiration] = ( + black_scholes_model.get_black_scholes( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + time_to_expiration=time_to_expiration, + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) black_scholes_df = helpers.create_greek_dataframe( @@ -740,18 +741,18 @@ def get_binomial_model( show_input_info=show_input_info, ) - binomial_trees[ticker][ - strike_price - ] = binomial_trees_model.get_option_payoffs( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - years=time_to_expiration, - timesteps=timesteps, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, - american_option=american_option, + binomial_trees[ticker][strike_price] = ( + binomial_trees_model.get_option_payoffs( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + years=time_to_expiration, + timesteps=timesteps, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + american_option=american_option, + ) ) binomial_trees_df = helpers.create_binomial_tree_dataframe( @@ -908,14 +909,14 @@ def get_stock_price_simulation( time_delta=time_to_expiration / timesteps, ) - stock_price_simulation[ - ticker - ] = binomial_trees_model.calculate_stock_prices( - stock_price=stock_price.loc[ticker], - up_movement=up_movement, - down_movement=down_movement, - period_length=timesteps, - show_unique_combinations=show_unique_combinations, + stock_price_simulation[ticker] = ( + binomial_trees_model.calculate_stock_prices( + stock_price=stock_price.loc[ticker], + up_movement=up_movement, + down_movement=down_movement, + period_length=timesteps, + show_unique_combinations=show_unique_combinations, + ) ) stock_price_statistics["Up Movement"][ticker] = up_movement @@ -1373,16 +1374,16 @@ def get_delta( delta[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - delta[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_delta( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + delta[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_delta( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) delta_df = helpers.create_greek_dataframe( @@ -1511,16 +1512,16 @@ def get_dual_delta( dual_delta[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - dual_delta[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_dual_delta( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + dual_delta[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_dual_delta( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) dual_delta_df = helpers.create_greek_dataframe( @@ -1650,15 +1651,15 @@ def get_vega( vega[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - vega[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_vega( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + vega[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_vega( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) vega_df = helpers.create_greek_dataframe( @@ -1793,16 +1794,16 @@ def get_theta( theta[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - theta[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_theta( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + theta[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_theta( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) theta_df = helpers.create_greek_dataframe( @@ -1938,16 +1939,16 @@ def get_rho( rho[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - rho[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_rho( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + rho[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_rho( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) rho_df = helpers.create_greek_dataframe( @@ -2079,16 +2080,16 @@ def get_epsilon( epsilon[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - epsilon[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_epsilon( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + epsilon[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_epsilon( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) epsilon_df = helpers.create_greek_dataframe( @@ -2222,16 +2223,16 @@ def get_lambda( lambda_greek[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - lambda_greek[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_lambda( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + lambda_greek[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_lambda( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) lambda_df = helpers.create_greek_dataframe( @@ -2526,15 +2527,15 @@ def get_gamma( gamma[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - gamma[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_gamma( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + gamma[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_gamma( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) gamma_df = helpers.create_greek_dataframe( @@ -2658,15 +2659,15 @@ def get_dual_gamma( dual_gamma[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - dual_gamma[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_dual_gamma( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + dual_gamma[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_dual_gamma( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) dual_gamma_df = helpers.create_greek_dataframe( @@ -2797,15 +2798,15 @@ def get_vanna( vanna[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - vanna[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_vanna( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + vanna[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_vanna( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) vanna_df = helpers.create_greek_dataframe( @@ -2938,16 +2939,16 @@ def get_charm( charm[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - charm[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_charm( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], - put_option=put_option, + charm[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_charm( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + put_option=put_option, + ) ) charm_df = helpers.create_greek_dataframe( @@ -3077,15 +3078,15 @@ def get_vomma( vomma[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - vomma[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_vomma( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + vomma[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_vomma( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) vomma_df = helpers.create_greek_dataframe( @@ -3216,15 +3217,15 @@ def get_vera( vera[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - vera[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_vera( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + vera[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_vera( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) vera_df = helpers.create_greek_dataframe( @@ -3356,15 +3357,15 @@ def get_veta( veta[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - veta[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_veta( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + veta[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_veta( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) veta_df = helpers.create_greek_dataframe( @@ -3487,15 +3488,15 @@ def get_partial_derivative( partial_derivative[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - partial_derivative[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_second_order_partial_derivative( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + partial_derivative[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_second_order_partial_derivative( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) partial_derivative_df = helpers.create_greek_dataframe( @@ -3738,15 +3739,15 @@ def get_speed( speed[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - speed[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_speed( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + speed[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_speed( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) speed_df = helpers.create_greek_dataframe( @@ -3877,15 +3878,15 @@ def get_zomma( zomma[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - zomma[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_zomma( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + zomma[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_zomma( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) zomma_df = helpers.create_greek_dataframe( @@ -4016,15 +4017,15 @@ def get_color( color[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - color[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_color( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + color[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_color( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) color_df = helpers.create_greek_dataframe( @@ -4155,15 +4156,15 @@ def get_ultima( ultima[ticker][strike_price] = {} for time_to_expiration in time_to_expiration_list: - ultima[ticker][strike_price][ - time_to_expiration - ] = greeks_model.get_ultima( - stock_price=stock_price.loc[ticker], - strike_price=strike_price, - time_to_expiration=time_to_expiration, - risk_free_rate=risk_free_rate, - volatility=volatility.loc[ticker], - dividend_yield=dividend_yield_value[ticker], + ultima[ticker][strike_price][time_to_expiration] = ( + greeks_model.get_ultima( + stock_price=stock_price.loc[ticker], + strike_price=strike_price, + time_to_expiration=time_to_expiration, + risk_free_rate=risk_free_rate, + volatility=volatility.loc[ticker], + dividend_yield=dividend_yield_value[ticker], + ) ) ultima_df = helpers.create_greek_dataframe( diff --git a/financetoolkit/options/options_model.py b/financetoolkit/options/options_model.py index ddaa9908..8e56819a 100644 --- a/financetoolkit/options/options_model.py +++ b/financetoolkit/options/options_model.py @@ -1,4 +1,5 @@ """Options Model""" + __doc__ = "google" import pandas as pd diff --git a/financetoolkit/performance/helpers.py b/financetoolkit/performance/helpers.py index 51e6d70d..409fb378 100644 --- a/financetoolkit/performance/helpers.py +++ b/financetoolkit/performance/helpers.py @@ -1,4 +1,5 @@ """Performance Helpers Module""" + __docformat__ = "google" import inspect @@ -64,9 +65,11 @@ def determine_within_historical_data( else: within_historical_data[period] = daily_historical_data.groupby( pd.Grouper( - freq=f"{period_symbol}E" - if period_symbol in ["M", "Q", "Y"] - else period_symbol + freq=( + f"{period_symbol}E" + if period_symbol in ["M", "Q", "Y"] + else period_symbol + ) ) ).apply(lambda x: x) @@ -112,9 +115,11 @@ def determine_within_dataset( within_historical_data = dataset_new.groupby( pd.Grouper( - freq=f"{period_symbol}E" - if period_symbol in ["M", "Q", "Y"] - else period_symbol + freq=( + f"{period_symbol}E" + if period_symbol in ["M", "Q", "Y"] + else period_symbol + ) ) ).apply(lambda x: x.corr() if correlation else x) @@ -124,9 +129,11 @@ def determine_within_dataset( within_historical_data.index.levels[0], freq=period_symbol, ), - within_historical_data.index.levels[1] - if correlation - else pd.PeriodIndex(within_historical_data.index.levels[1], freq="D"), + ( + within_historical_data.index.levels[1] + if correlation + else pd.PeriodIndex(within_historical_data.index.levels[1], freq="D") + ), ], ) diff --git a/financetoolkit/performance/performance_controller.py b/financetoolkit/performance/performance_controller.py index c61bf86e..7834b047 100644 --- a/financetoolkit/performance/performance_controller.py +++ b/financetoolkit/performance/performance_controller.py @@ -1,4 +1,5 @@ """Performance Module""" + __docformat__ = "google" import warnings @@ -485,10 +486,10 @@ def get_factor_asset_correlations( with warnings.catch_warnings(): warnings.simplefilter("ignore") - factor_correlations[ticker][ - dataset_period - ] = performance_model.get_factor_asset_correlations( - factors=factor_data, excess_return=excess_returns + factor_correlations[ticker][dataset_period] = ( + performance_model.get_factor_asset_correlations( + factors=factor_data, excess_return=excess_returns + ) ) factor_asset_correlations = pd.DataFrame.from_dict( diff --git a/financetoolkit/ratios/efficiency_model.py b/financetoolkit/ratios/efficiency_model.py index 8bb8d62c..44c036d3 100644 --- a/financetoolkit/ratios/efficiency_model.py +++ b/financetoolkit/ratios/efficiency_model.py @@ -1,4 +1,5 @@ """Efficiency Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/ratios/liquidity_model.py b/financetoolkit/ratios/liquidity_model.py index 4df18256..de8e0e1d 100644 --- a/financetoolkit/ratios/liquidity_model.py +++ b/financetoolkit/ratios/liquidity_model.py @@ -1,4 +1,5 @@ """Liquidity Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/ratios/profitability_model.py b/financetoolkit/ratios/profitability_model.py index 8465cf82..3665aa47 100644 --- a/financetoolkit/ratios/profitability_model.py +++ b/financetoolkit/ratios/profitability_model.py @@ -1,4 +1,5 @@ """Profitability Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/ratios/ratios_controller.py b/financetoolkit/ratios/ratios_controller.py index 624a5333..81c42028 100644 --- a/financetoolkit/ratios/ratios_controller.py +++ b/financetoolkit/ratios/ratios_controller.py @@ -1,4 +1,5 @@ """Ratios Module""" + __docformat__ = "google" @@ -473,33 +474,33 @@ def collect_efficiency_ratios( efficiency_ratios: dict = {} - efficiency_ratios[ - "Days of Inventory Outstanding" - ] = self.get_days_of_inventory_outstanding(days=days, trailing=trailing) - efficiency_ratios[ - "Days of Sales Outstanding" - ] = self.get_days_of_sales_outstanding(days=days, trailing=trailing) + efficiency_ratios["Days of Inventory Outstanding"] = ( + self.get_days_of_inventory_outstanding(days=days, trailing=trailing) + ) + efficiency_ratios["Days of Sales Outstanding"] = ( + self.get_days_of_sales_outstanding(days=days, trailing=trailing) + ) efficiency_ratios["Operating Cycle"] = self.get_operating_cycle( trailing=trailing ) - efficiency_ratios[ - "Days of Accounts Payable Outstanding" - ] = self.get_days_of_accounts_payable_outstanding(days=days, trailing=trailing) + efficiency_ratios["Days of Accounts Payable Outstanding"] = ( + self.get_days_of_accounts_payable_outstanding(days=days, trailing=trailing) + ) efficiency_ratios["Cash Conversion Cycle"] = self.get_cash_conversion_cycle( days=days, trailing=trailing ) - efficiency_ratios[ - "Cash Conversion Efficiency" - ] = self.get_cash_conversion_efficiency(trailing=trailing) + efficiency_ratios["Cash Conversion Efficiency"] = ( + self.get_cash_conversion_efficiency(trailing=trailing) + ) efficiency_ratios["Receivables Turnover"] = self.get_receivables_turnover( trailing=trailing ) - efficiency_ratios[ - "Inventory Turnover Ratio" - ] = self.get_inventory_turnover_ratio() - efficiency_ratios[ - "Accounts Payable Turnover Ratio" - ] = self.get_accounts_payables_turnover_ratio() + efficiency_ratios["Inventory Turnover Ratio"] = ( + self.get_inventory_turnover_ratio() + ) + efficiency_ratios["Accounts Payable Turnover Ratio"] = ( + self.get_accounts_payables_turnover_ratio() + ) efficiency_ratios["SGA-to-Revenue Ratio"] = self.get_sga_to_revenue_ratio( trailing=trailing ) @@ -1745,15 +1746,15 @@ def collect_liquidity_ratios( liquidity_ratios["Working Capital"] = self.get_working_capital( trailing=trailing ) - liquidity_ratios[ - "Operating Cash Flow Ratio" - ] = self.get_operating_cash_flow_ratio(trailing=trailing) - liquidity_ratios[ - "Operating Cash Flow to Sales Ratio" - ] = self.get_operating_cash_flow_sales_ratio(trailing=trailing) - liquidity_ratios[ - "Short Term Coverage Ratio" - ] = self.get_short_term_coverage_ratio(trailing=trailing) + liquidity_ratios["Operating Cash Flow Ratio"] = ( + self.get_operating_cash_flow_ratio(trailing=trailing) + ) + liquidity_ratios["Operating Cash Flow to Sales Ratio"] = ( + self.get_operating_cash_flow_sales_ratio(trailing=trailing) + ) + liquidity_ratios["Short Term Coverage Ratio"] = ( + self.get_short_term_coverage_ratio(trailing=trailing) + ) self._liquidity_ratios = ( pd.concat(liquidity_ratios) @@ -2361,12 +2362,12 @@ def collect_profitability_ratios( profitability_ratios["Net Profit Margin"] = self.get_net_profit_margin( trailing=trailing ) - profitability_ratios[ - "Interest Coverage Ratio" - ] = self.get_interest_coverage_ratio(trailing=trailing) - profitability_ratios[ - "Income Before Tax Profit Margin" - ] = self.get_income_before_tax_profit_margin(trailing=trailing) + profitability_ratios["Interest Coverage Ratio"] = ( + self.get_interest_coverage_ratio(trailing=trailing) + ) + profitability_ratios["Income Before Tax Profit Margin"] = ( + self.get_income_before_tax_profit_margin(trailing=trailing) + ) profitability_ratios["Effective Tax Rate"] = self.get_effective_tax_rate( trailing=trailing ) @@ -2376,24 +2377,24 @@ def collect_profitability_ratios( profitability_ratios["Return on Equity"] = self.get_return_on_equity( trailing=trailing ) - profitability_ratios[ - "Return on Invested Capital" - ] = self.get_return_on_invested_capital(trailing=trailing) - profitability_ratios[ - "Return on Capital Employed" - ] = self.get_return_on_capital_employed(trailing=trailing) - profitability_ratios[ - "Return on Tangible Assets" - ] = self.get_return_on_tangible_assets(trailing=trailing) + profitability_ratios["Return on Invested Capital"] = ( + self.get_return_on_invested_capital(trailing=trailing) + ) + profitability_ratios["Return on Capital Employed"] = ( + self.get_return_on_capital_employed(trailing=trailing) + ) + profitability_ratios["Return on Tangible Assets"] = ( + self.get_return_on_tangible_assets(trailing=trailing) + ) profitability_ratios["Income Quality Ratio"] = self.get_income_quality_ratio( trailing=trailing ) profitability_ratios["Net Income per EBT"] = self.get_net_income_per_ebt( trailing=trailing ) - profitability_ratios[ - "Free Cash Flow to Operating Cash Flow Ratio" - ] = self.get_free_cash_flow_operating_cash_flow_ratio() + profitability_ratios["Free Cash Flow to Operating Cash Flow Ratio"] = ( + self.get_free_cash_flow_operating_cash_flow_ratio() + ) profitability_ratios["EBT to EBIT Ratio"] = self.get_EBT_to_EBIT( trailing=trailing ) @@ -3085,12 +3086,14 @@ def get_return_on_invested_capital( .T.rolling(trailing) .sum() .T, - self._cash_flow_statement.loc[:, "Dividends Paid", :] - .T.rolling(trailing) - .sum() - .T - if dividend_adjusted - else 0, + ( + self._cash_flow_statement.loc[:, "Dividends Paid", :] + .T.rolling(trailing) + .sum() + .T + if dividend_adjusted + else 0 + ), self._balance_sheet_statement.loc[:, "Total Equity", :] .shift(axis=1) .T.rolling(trailing) @@ -3115,9 +3118,11 @@ def get_return_on_invested_capital( return_on_invested_capital = ( profitability_model.get_return_on_invested_capital( self._income_statement.loc[:, "Net Income", :], - self._cash_flow_statement.loc[:, "Dividends Paid", :] - if dividend_adjusted - else 0, + ( + self._cash_flow_statement.loc[:, "Dividends Paid", :] + if dividend_adjusted + else 0 + ), self._balance_sheet_statement.loc[:, "Total Equity", :].shift( axis=1 ), @@ -3846,9 +3851,9 @@ def collect_solvency_ratios( solvency_ratios["Debt-to-Equity Ratio"] = self.get_debt_to_equity_ratio( trailing=trailing ) - solvency_ratios[ - "Debt Service Coverage Ratio" - ] = self.get_debt_service_coverage_ratio(trailing=trailing) + solvency_ratios["Debt Service Coverage Ratio"] = ( + self.get_debt_service_coverage_ratio(trailing=trailing) + ) solvency_ratios["Equity Multiplier"] = self.get_equity_multiplier( trailing=trailing ) @@ -3864,9 +3869,9 @@ def collect_solvency_ratios( solvency_ratios["CAPEX Coverage Ratio"] = self.get_capex_coverage_ratio( trailing=trailing ) - solvency_ratios[ - "Dividend CAPEX Coverage Ratio" - ] = self.get_capex_dividend_coverage_ratio(trailing=trailing) + solvency_ratios["Dividend CAPEX Coverage Ratio"] = ( + self.get_capex_dividend_coverage_ratio(trailing=trailing) + ) self._solvency_ratios = ( pd.concat(solvency_ratios) @@ -4352,7 +4357,7 @@ def get_free_cash_flow_yield( if trailing: market_cap = valuation_model.get_market_cap( share_prices.T.rolling(trailing).sum().T, - average_shares.T.rolling(trailing).sum().T, + average_shares, ) free_cash_flow_yield = solvency_model.get_free_cash_flow_yield( @@ -4731,10 +4736,10 @@ def collect_valuation_ratios( valuation_ratios["Price-to-Earnings"] = self.get_price_earnings_ratio( include_dividends=include_dividends, diluted=diluted, trailing=trailing ) - valuation_ratios[ - "Price-to-Earnings-Growth" - ] = self.get_price_to_earnings_growth_ratio( - include_dividends=include_dividends, diluted=diluted, trailing=trailing + valuation_ratios["Price-to-Earnings-Growth"] = ( + self.get_price_to_earnings_growth_ratio( + include_dividends=include_dividends, diluted=diluted, trailing=trailing + ) ) valuation_ratios["Book Value per Share"] = self.get_book_value_per_share( diluted=diluted, trailing=trailing @@ -4771,9 +4776,9 @@ def collect_valuation_ratios( valuation_ratios["Price-to-Cash-Flow"] = self.get_price_to_cash_flow_ratio( diluted=diluted, trailing=trailing ) - valuation_ratios[ - "Price-to-Free-Cash-Flow" - ] = self.get_price_to_free_cash_flow_ratio(diluted=diluted, trailing=trailing) + valuation_ratios["Price-to-Free-Cash-Flow"] = ( + self.get_price_to_free_cash_flow_ratio(diluted=diluted, trailing=trailing) + ) valuation_ratios["Market Cap"] = self.get_market_cap( diluted=diluted, trailing=trailing ) @@ -4789,9 +4794,9 @@ def collect_valuation_ratios( valuation_ratios["EV-to-EBITDA"] = self.get_ev_to_ebitda_ratio( diluted=diluted, trailing=trailing ) - valuation_ratios[ - "EV-to-Operating-Cash-Flow" - ] = self.get_ev_to_operating_cashflow_ratio(diluted=diluted, trailing=trailing) + valuation_ratios["EV-to-Operating-Cash-Flow"] = ( + self.get_ev_to_operating_cashflow_ratio(diluted=diluted, trailing=trailing) + ) valuation_ratios["Tangible Asset Value"] = self.get_tangible_asset_value( trailing=trailing ) @@ -4910,7 +4915,7 @@ def get_earnings_per_share( .sum() .T, dividends, - average_shares.T.rolling(trailing).sum().T, + average_shares, ) else: dividends = ( @@ -4991,7 +4996,7 @@ def get_revenue_per_share( if trailing: revenue_per_share = valuation_model.get_revenue_per_share( self._income_statement.loc[:, "Revenue", :].T.rolling(trailing).sum().T, - average_shares.T.rolling(trailing).sum().T, + average_shares, ) else: revenue_per_share = valuation_model.get_revenue_per_share( @@ -5219,7 +5224,7 @@ def get_book_value_per_share( .T.rolling(trailing) .sum() .T, - average_shares.T.rolling(trailing).sum().T, + average_shares, ) else: book_value_per_share = valuation_model.get_book_value_per_share( @@ -5373,7 +5378,7 @@ def get_interest_debt_per_share( .T.rolling(trailing) .sum() .T, - average_shares.T.rolling(trailing).sum().T, + average_shares, ) else: interest_debt_per_share = valuation_model.get_interest_debt_per_share( @@ -5451,7 +5456,7 @@ def get_capex_per_share( .T.rolling(trailing) .sum() .T, - average_shares.T.rolling(trailing).sum().T, + average_shares, ) else: capex_per_share = valuation_model.get_capex_per_share( @@ -5598,7 +5603,7 @@ def get_weighted_dividend_yield( .T.rolling(trailing) .sum() .T, - average_shares.T.rolling(trailing).sum().T, + average_shares, share_prices, ) else: @@ -5837,7 +5842,8 @@ def get_market_cap( if trailing: market_cap = valuation_model.get_market_cap( - share_prices, average_shares.T.rolling(trailing).sum().T + share_prices, + average_shares, ) else: market_cap = valuation_model.get_market_cap(share_prices, average_shares) diff --git a/financetoolkit/ratios/solvency_model.py b/financetoolkit/ratios/solvency_model.py index 8be60a23..871c8d04 100644 --- a/financetoolkit/ratios/solvency_model.py +++ b/financetoolkit/ratios/solvency_model.py @@ -1,4 +1,5 @@ """Solvency Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/ratios/valuation_model.py b/financetoolkit/ratios/valuation_model.py index 2d85df8e..22560039 100644 --- a/financetoolkit/ratios/valuation_model.py +++ b/financetoolkit/ratios/valuation_model.py @@ -1,4 +1,5 @@ """Valuation Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/risk/cvar_model.py b/financetoolkit/risk/cvar_model.py index 5c40d3b9..b990afb3 100644 --- a/financetoolkit/risk/cvar_model.py +++ b/financetoolkit/risk/cvar_model.py @@ -130,9 +130,7 @@ def get_cvar_studentt( scale = np.append(scale, col_scale) za = stats.t.ppf(1 - alpha, v, 1) - return ( - -scale * (v + za**2) / (v - 1) * stats.t.pdf(za, v) / alpha + returns.mean() - ) + return -scale * (v + za**2) / (v - 1) * stats.t.pdf(za, v) / alpha + returns.mean() def get_cvar_laplace( diff --git a/financetoolkit/risk/helpers.py b/financetoolkit/risk/helpers.py index f94a7d8d..a3a51d75 100644 --- a/financetoolkit/risk/helpers.py +++ b/financetoolkit/risk/helpers.py @@ -1,4 +1,5 @@ """Risk Helpers Module""" + __docformat__ = "google" import pandas as pd @@ -62,9 +63,11 @@ def determine_within_historical_data( else: within_historical_data[period] = daily_historical_data.groupby( pd.Grouper( - freq=f"{period_symbol}E" - if period_symbol in ["M", "Q", "Y"] - else period_symbol + freq=( + f"{period_symbol}E" + if period_symbol in ["M", "Q", "Y"] + else period_symbol + ) ) ).apply(lambda x: x) diff --git a/financetoolkit/risk/risk_controller.py b/financetoolkit/risk/risk_controller.py index 9a578098..ab244ba8 100644 --- a/financetoolkit/risk/risk_controller.py +++ b/financetoolkit/risk/risk_controller.py @@ -1,4 +1,5 @@ """Risk Module""" + __docformat__ = "google" import pandas as pd @@ -796,11 +797,9 @@ def get_garch_forecast( period_symbol = ( "W" if period == "weekly" - else "ME" - if period == "monthly" - else "QE" - if period == "quarterly" - else "YE" + else ( + "ME" if period == "monthly" else "QE" if period == "quarterly" else "YE" + ) ) period_index = pd.PeriodIndex( pd.date_range( diff --git a/financetoolkit/technicals/breadth_model.py b/financetoolkit/technicals/breadth_model.py index 7b482869..7d772cb5 100644 --- a/financetoolkit/technicals/breadth_model.py +++ b/financetoolkit/technicals/breadth_model.py @@ -1,4 +1,5 @@ """Breadth Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/technicals/helpers.py b/financetoolkit/technicals/helpers.py index 59e1a651..7ee46cf0 100644 --- a/financetoolkit/technicals/helpers.py +++ b/financetoolkit/technicals/helpers.py @@ -1,4 +1,5 @@ """Technicals Helpers Module""" + __docformat__ = "google" import inspect diff --git a/financetoolkit/technicals/momentum_model.py b/financetoolkit/technicals/momentum_model.py index f42d12df..1bb8debb 100644 --- a/financetoolkit/technicals/momentum_model.py +++ b/financetoolkit/technicals/momentum_model.py @@ -1,4 +1,5 @@ """Momentum Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/technicals/overlap_model.py b/financetoolkit/technicals/overlap_model.py index 3b3ecf21..a86bf617 100644 --- a/financetoolkit/technicals/overlap_model.py +++ b/financetoolkit/technicals/overlap_model.py @@ -1,4 +1,5 @@ """Overlap Module""" + __docformat__ = "google" import numpy as np diff --git a/financetoolkit/technicals/technicals_controller.py b/financetoolkit/technicals/technicals_controller.py index 94911726..b3cdaaf0 100644 --- a/financetoolkit/technicals/technicals_controller.py +++ b/financetoolkit/technicals/technicals_controller.py @@ -1,4 +1,5 @@ """Technicals Module""" + __docformat__ = "google" @@ -251,10 +252,10 @@ def collect_breadth_indicators( period=period, close_column=close_column ) - breadth_indicators[ - "Accumulation/Distribution Line" - ] = self.get_accumulation_distribution_line( - period=period, close_column=close_column + breadth_indicators["Accumulation/Distribution Line"] = ( + self.get_accumulation_distribution_line( + period=period, close_column=close_column + ) ) breadth_indicators["Chaikin Oscillator"] = self.get_chaikin_oscillator( @@ -628,16 +629,14 @@ def get_accumulation_distribution_line( index=historical_data.loc[self._start_date : self._end_date].index ) for ticker in historical_data[close_column].columns: - accumulation_distribution_line[ - ticker - ] = breadth_model.get_accumulation_distribution_line( - historical_data["High"][ticker], - historical_data["Low"][ticker], - historical_data[close_column][ticker], - historical_data["Volume"][ticker], - ).loc[ - self._start_date : self._end_date - ] + accumulation_distribution_line[ticker] = ( + breadth_model.get_accumulation_distribution_line( + historical_data["High"][ticker], + historical_data["Low"][ticker], + historical_data[close_column][ticker], + historical_data["Volume"][ticker], + ).loc[self._start_date : self._end_date] + ) if growth: return calculate_growth( @@ -822,10 +821,10 @@ def collect_momentum_indicators( momentum_indicators["Aroon Indicator Up"] = aroon_indicator["Aroon Up"] momentum_indicators["Aroon Indicator Down"] = aroon_indicator["Aroon Down"] - momentum_indicators[ - "Commodity Channel Index" - ] = self.get_commodity_channel_index( - period=period, close_column=close_column, window=window + momentum_indicators["Commodity Channel Index"] = ( + self.get_commodity_channel_index( + period=period, close_column=close_column, window=window + ) ) momentum_indicators["Relative Vigor Index"] = self.get_relative_vigor_index( @@ -838,25 +837,25 @@ def collect_momentum_indicators( momentum_indicators["Ultimate Oscillator"] = self.get_ultimate_oscillator( period=period, close_column=close_column ) - momentum_indicators[ - "Percentage Price Oscillator" - ] = self.get_percentage_price_oscillator( - period=period, close_column=close_column + momentum_indicators["Percentage Price Oscillator"] = ( + self.get_percentage_price_oscillator( + period=period, close_column=close_column + ) ) - momentum_indicators[ - "Detrended Price Oscillator" - ] = self.get_detrended_price_oscillator( - period=period, close_column=close_column, window=window + momentum_indicators["Detrended Price Oscillator"] = ( + self.get_detrended_price_oscillator( + period=period, close_column=close_column, window=window + ) ) - momentum_indicators[ - "Average Directional Index" - ] = self.get_average_directional_index( - period=period, close_column=close_column, window=window + momentum_indicators["Average Directional Index"] = ( + self.get_average_directional_index( + period=period, close_column=close_column, window=window + ) ) - momentum_indicators[ - "Chande Momentum Oscillator" - ] = self.get_chande_momentum_oscillator( - period=period, close_column=close_column, window=window + momentum_indicators["Chande Momentum Oscillator"] = ( + self.get_chande_momentum_oscillator( + period=period, close_column=close_column, window=window + ) ) ichimoku_cloud = self.get_ichimoku_cloud(period=period) @@ -886,10 +885,10 @@ def collect_momentum_indicators( momentum_indicators["MACD Line"] = macd["MACD Line"] momentum_indicators["MACD Signal Line"] = macd["Signal Line"] - momentum_indicators[ - "Relative Strength Index" - ] = self.get_relative_strength_index( - period=period, close_column=close_column, window=window + momentum_indicators["Relative Strength Index"] = ( + self.get_relative_strength_index( + period=period, close_column=close_column, window=window + ) ) momentum_indicators["Balance of Power"] = self.get_balance_of_power( period=period, close_column=close_column @@ -1282,17 +1281,15 @@ def get_commodity_channel_index( ) for ticker in historical_data[close_column].columns: - commodity_channel_index[ - ticker - ] = momentum_model.get_commodity_channel_index( - historical_data["High"][ticker], - historical_data["Low"][ticker], - historical_data[close_column][ticker], - window, - constant, - ).loc[ - self._start_date : self._end_date - ] + commodity_channel_index[ticker] = ( + momentum_model.get_commodity_channel_index( + historical_data["High"][ticker], + historical_data["Low"][ticker], + historical_data[close_column][ticker], + window, + constant, + ).loc[self._start_date : self._end_date] + ) if growth: return calculate_growth( @@ -1847,16 +1844,14 @@ def get_average_directional_index( index=historical_data.loc[self._start_date : self._end_date].index ) for ticker in historical_data[close_column].columns: - average_directional_index[ - ticker - ] = momentum_model.get_average_directional_index( - historical_data["High"][ticker], - historical_data["Low"][ticker], - historical_data[close_column][ticker], - window, - ).loc[ - self._start_date : self._end_date - ] + average_directional_index[ticker] = ( + momentum_model.get_average_directional_index( + historical_data["High"][ticker], + historical_data["Low"][ticker], + historical_data[close_column][ticker], + window, + ).loc[self._start_date : self._end_date] + ) if growth: adx_growth = calculate_growth( @@ -2151,17 +2146,15 @@ def get_stochastic_oscillator( stochastic_oscillator_dict = {} for ticker in historical_data[close_column].columns: - stochastic_oscillator_dict[ - ticker - ] = momentum_model.get_stochastic_oscillator( - historical_data["High"][ticker], - historical_data["Low"][ticker], - historical_data[close_column][ticker], - window, - smooth_widow, - ).loc[ - self._start_date : self._end_date - ] + stochastic_oscillator_dict[ticker] = ( + momentum_model.get_stochastic_oscillator( + historical_data["High"][ticker], + historical_data["Low"][ticker], + historical_data[close_column][ticker], + window, + smooth_widow, + ).loc[self._start_date : self._end_date] + ) stochastic_oscillator = ( pd.concat(stochastic_oscillator_dict, axis=1) @@ -2266,16 +2259,14 @@ def get_moving_average_convergence_divergence( macd_dict = {} for ticker in historical_data[close_column].columns: - macd_dict[ - ticker - ] = momentum_model.get_moving_average_convergence_divergence( - historical_data[close_column][ticker], - short_window, - long_window, - signal_window, - ).loc[ - self._start_date : self._end_date - ] + macd_dict[ticker] = ( + momentum_model.get_moving_average_convergence_divergence( + historical_data[close_column][ticker], + short_window, + long_window, + signal_window, + ).loc[self._start_date : self._end_date] + ) macd = pd.concat(macd_dict, axis=1).swaplevel(1, 0, axis=1).sort_index(axis=1) @@ -2533,26 +2524,26 @@ def collect_overlap_indicators( period=period, close_column=close_column, window=window ) - overlap_indicators[ - "Exponential Moving Average (EMA)" - ] = self.get_exponential_moving_average( - period=period, close_column=close_column, window=window + overlap_indicators["Exponential Moving Average (EMA)"] = ( + self.get_exponential_moving_average( + period=period, close_column=close_column, window=window + ) ) - overlap_indicators[ - "Double Exponential Moving Average (DEMA)" - ] = self.get_double_exponential_moving_average( - period=period, close_column=close_column, window=window + overlap_indicators["Double Exponential Moving Average (DEMA)"] = ( + self.get_double_exponential_moving_average( + period=period, close_column=close_column, window=window + ) ) overlap_indicators["TRIX"] = self.get_trix( period=period, close_column=close_column, window=window ) - overlap_indicators[ - "Triangular Moving Average" - ] = self.get_triangular_moving_average( - period=period, close_column=close_column, window=window + overlap_indicators["Triangular Moving Average"] = ( + self.get_triangular_moving_average( + period=period, close_column=close_column, window=window + ) ) self._overlap_indicators = pd.concat(overlap_indicators, axis=1) @@ -3220,12 +3211,12 @@ def get_support_resistance_levels( support_resistance_levels = {} for ticker in historical_data[close_column].columns: - support_resistance_levels[ - ticker - ] = overlap_model.get_support_resistance_levels( - prices=historical_data[close_column][ticker], - window=window, - sensitivity=sensitivity, + support_resistance_levels[ticker] = ( + overlap_model.get_support_resistance_levels( + prices=historical_data[close_column][ticker], + window=window, + sensitivity=sensitivity, + ) ) support_resistance_levels_df = ( diff --git a/financetoolkit/technicals/volatility_model.py b/financetoolkit/technicals/volatility_model.py index d57d0f21..ebee8a6f 100644 --- a/financetoolkit/technicals/volatility_model.py +++ b/financetoolkit/technicals/volatility_model.py @@ -1,4 +1,5 @@ """Volatility Module""" + __docformat__ = "google" import pandas as pd diff --git a/financetoolkit/toolkit_controller.py b/financetoolkit/toolkit_controller.py index 5a5345f5..81beb58b 100644 --- a/financetoolkit/toolkit_controller.py +++ b/financetoolkit/toolkit_controller.py @@ -1,4 +1,5 @@ """Toolkit Module""" + __docformat__ = "google" @@ -504,10 +505,8 @@ def ratios(self) -> Ratios: or self._cash_flow_statement.empty ): raise ValueError( - "The ratios class requires manual addition of balance, income " - "and cash flow statements or an API key from FinancialModelPrep " - "within the Toolkit class. Get an API key here: " - "https://www.jeroenbouma.com/fmp" + "The ratios class requires an API key from FinancialModelPrep. " + "Get an API key here: https://www.jeroenbouma.com/fmp" ) if self._balance_sheet_statement.empty: @@ -562,9 +561,11 @@ def ratios(self) -> Ratios: return Ratios( tickers=tickers, - historical=self._quarterly_historical_data - if self._quarterly - else self._yearly_historical_data, + historical=( + self._quarterly_historical_data + if self._quarterly + else self._yearly_historical_data + ), balance=self._balance_sheet_statement, income=self._income_statement, cash=self._cash_flow_statement, @@ -612,10 +613,8 @@ def models(self) -> Models: or self._cash_flow_statement.empty ): raise ValueError( - "The models class requires manual addition of balance, income " - "and cash flow statements or an API key from FinancialModelPrep " - "within the Toolkit class. Get an API key here: " - "https://www.jeroenbouma.com/fmp" + "The models class requires an API key from FinancialModelPrep. " + "Get an API key here: https://www.jeroenbouma.com/fmp" ) if self._balance_sheet_statement.empty: @@ -1173,9 +1172,9 @@ def get_profile(self, progress_bar: bool | None = None): self._profile, self._invalid_tickers = _get_profile( tickers=self._tickers, api_key=self._api_key, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -1250,9 +1249,9 @@ def get_quote(self, progress_bar: bool | None = None): self._quote, self._invalid_tickers = _get_quote( tickers=self._tickers, api_key=self._api_key, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -1323,9 +1322,9 @@ def get_rating(self, progress_bar: bool | None = None): self._rating, self._invalid_tickers = _get_rating( tickers=self._tickers, api_key=self._api_key, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -1419,9 +1418,9 @@ def get_analyst_estimates( start_date=self._start_date, rounding=rounding if rounding else self._rounding, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -1513,9 +1512,9 @@ def get_earnings_calendar( end_date=self._end_date, actual_dates=actual_dates, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) earnings_calendar = self._earnings_calendar.round( @@ -1594,9 +1593,9 @@ def get_revenue_geographic_segmentation( start_date=self._start_date, end_date=self._end_date, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -1675,9 +1674,9 @@ def get_revenue_product_segmentation( start_date=self._start_date, end_date=self._end_date, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -1791,9 +1790,11 @@ def get_historical_data( if self._daily_historical_data.empty or overwrite: self._daily_historical_data, self._invalid_tickers = _get_historical_data( - tickers=self._tickers + [self._benchmark_ticker] - if self._benchmark_ticker - else self._tickers, + tickers=( + self._tickers + [self._benchmark_ticker] + if self._benchmark_ticker + else self._tickers + ), api_key=self._api_key, source=self._historical_source, start=self._start_date, @@ -1802,9 +1803,9 @@ def get_historical_data( return_column=return_column, risk_free_rate=self._daily_risk_free_rate, include_dividends=include_dividends, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), fill_nan=fill_nan, rounding=rounding if rounding else self._rounding, sleep_timer=self._sleep_timer, @@ -2032,9 +2033,11 @@ def get_intraday_data( self._intraday_historical_data, self._invalid_tickers, ) = _get_historical_data( - tickers=self._tickers + [self._benchmark_ticker] - if self._benchmark_ticker - else self._tickers, + tickers=( + self._tickers + [self._benchmark_ticker] + if self._benchmark_ticker + else self._tickers + ), api_key=self._api_key, source=self._historical_source, start=self._start_date, @@ -2043,9 +2046,9 @@ def get_intraday_data( return_column=return_column, risk_free_rate=pd.DataFrame(), include_dividends=False, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), fill_nan=fill_nan, rounding=rounding if rounding else self._rounding, sleep_timer=self._sleep_timer, @@ -2147,9 +2150,9 @@ def get_dividend_calendar( start_date=self._start_date, end_date=self._end_date, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) dividend_calendar = self._dividend_calendar.round( @@ -2255,9 +2258,9 @@ def get_esg_scores( start_date=self._start_date, end_date=self._end_date, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) esg_scores = self._esg_scores.round(rounding if rounding else self._rounding) @@ -2325,9 +2328,9 @@ def get_historical_statistics(self, progress_bar: bool | None = None): self._historical_statistics, _ = _get_historical_statistics( tickers=self._tickers, api_key=self._api_key if self._api_key is not None else None, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if len(self._tickers) == 1 and not self._historical_statistics.empty: @@ -2414,12 +2417,15 @@ def get_treasury_data( risk_free_rate = risk_free_names[self._risk_free_rate] - if not self._daily_treasury_data.empty: - specific_rates = [ + specific_rates = ( + [ treasury_names[ticker] in self._daily_treasury_data.columns.get_level_values(1) for ticker in risk_free_rate_tickers ] + if not self._daily_treasury_data.empty + else [] + ) if self._daily_treasury_data.empty or False in specific_rates: # It collects data in the scenarios where the treasury data is empty or only contains one column which generally @@ -2450,13 +2456,6 @@ def get_treasury_data( risk_free_rate, level=1, axis=1 ) - if self._daily_risk_free_rate["Adj Close"].sum() == 0: - print( - "No data could be retrieved for the risk free rate which " - "results in calculations requiring an Excess Return to use " - "a Risk Free Rate of 0." - ) - if period == "daily": return self._daily_treasury_data.loc[self._start_date : self._end_date, :] if period == "weekly": @@ -2599,15 +2598,15 @@ def get_exchange_rates( if not self._currencies or overwrite: if self._historical_statistics.empty: self.get_historical_statistics( - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ) ) if self._statistics_statement.empty: self.get_statistics_statement( - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ) ) if not self._statistics_statement.empty: @@ -2642,9 +2641,9 @@ def get_exchange_rates( return_column=return_column, risk_free_rate=pd.DataFrame(), include_dividends=False, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), fill_nan=fill_nan, rounding=rounding if rounding else self._rounding, sleep_timer=self._sleep_timer, @@ -2898,9 +2897,9 @@ def get_balance_sheet_statement( statement_format=self._balance_sheet_statement_generic, statistics_format=self._statistics_statement_generic, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -2928,17 +2927,19 @@ def get_balance_sheet_statement( if convert_currency: self.get_exchange_rates( period="quarterly" if self._quarterly else "yearly", - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) balance_sheet_statement = helpers.convert_currencies( financial_statement_data=balance_sheet_statement, financial_statement_currencies=self._statement_currencies, - exchange_rate_data=self._quarterly_exchange_rate_data["Adj Close"] - if self._quarterly - else self._yearly_exchange_rate_data["Adj Close"], + exchange_rate_data=( + self._quarterly_exchange_rate_data["Adj Close"] + if self._quarterly + else self._yearly_exchange_rate_data["Adj Close"] + ), financial_statement_name="balance sheet statement", ) @@ -3057,9 +3058,9 @@ def get_income_statement( statement_format=self._income_statement_generic, statistics_format=self._statistics_statement_generic, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -3083,9 +3084,9 @@ def get_income_statement( # The Weighted Average Shares and Weighted Average Shares Diluted should # not be summed up but rather kept equal to the current value. - income_statement.loc[ - weighted_average_shares.index - ] = weighted_average_shares + income_statement.loc[weighted_average_shares.index] = ( + weighted_average_shares + ) if growth: self._income_statement_growth = _calculate_growth( @@ -3098,17 +3099,19 @@ def get_income_statement( if convert_currency: self.get_exchange_rates( period="quarterly" if self._quarterly else "yearly", - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) income_statement = helpers.convert_currencies( financial_statement_data=income_statement, financial_statement_currencies=self._statement_currencies, - exchange_rate_data=self._quarterly_exchange_rate_data["Adj Close"] - if self._quarterly - else self._yearly_exchange_rate_data["Adj Close"], + exchange_rate_data=( + self._quarterly_exchange_rate_data["Adj Close"] + if self._quarterly + else self._yearly_exchange_rate_data["Adj Close"] + ), items_not_to_adjust=[ "Gross Profit Ratio", "EBITDA Ratio", @@ -3238,9 +3241,9 @@ def get_cash_flow_statement( statement_format=self._cash_flow_statement_generic, statistics_format=self._statistics_statement_generic, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: @@ -3266,17 +3269,19 @@ def get_cash_flow_statement( if convert_currency: self.get_exchange_rates( period="quarterly" if self._quarterly else "yearly", - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) cash_flow_statement = helpers.convert_currencies( financial_statement_data=cash_flow_statement, financial_statement_currencies=self._statement_currencies, - exchange_rate_data=self._quarterly_exchange_rate_data["Adj Close"] - if self._quarterly - else self._yearly_exchange_rate_data["Adj Close"], + exchange_rate_data=( + self._quarterly_exchange_rate_data["Adj Close"] + if self._quarterly + else self._yearly_exchange_rate_data["Adj Close"] + ), financial_statement_name="cash flow statement", ) @@ -3359,9 +3364,9 @@ def get_statistics_statement( statement_format=self._balance_sheet_statement_generic, statistics_format=self._statistics_statement_generic, sleep_timer=self._sleep_timer, - progress_bar=progress_bar - if progress_bar is not None - else self._progress_bar, + progress_bar=( + progress_bar if progress_bar is not None else self._progress_bar + ), ) if self._remove_invalid_tickers: diff --git a/poetry.lock b/poetry.lock index 85e48955..ab0a2b32 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,59 +1,52 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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a/pyproject.toml b/pyproject.toml index 3b5ef03b..20ebd320 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "financetoolkit" -version = "1.9.6" +version = "1.9.8" description = "Transparent and Efficient Financial Analysis" license = "MIT" authors = ["Jeroen Bouma"] @@ -43,47 +43,61 @@ keywords = [ [tool.poetry.dependencies] python = ">=3.10, <3.13" -pandas = {extras = ["computation", "performance", "plot"], version = "^2.2"} -requests = "^2.31" -scikit-learn = "^1.3" +pandas = {version = "^2.2", extras = ["computation", "performance", "plot"]} +requests = "^2.32.3" +scikit-learn = "^1.5" +yfinance = { version = "*", optional = true } [tool.poetry.group.dev.dependencies] -pytest = "^7.4.1" -pylint = "^2.17.5" -codespell = "^2.2.5" -black = ">=23.7,<25.0" -pytest-mock = "^3.11.1" -pytest-recording = "^0.13.0" -pytest-cov = "^4.1.0" -ruff = "^0.0.287" -pytest-timeout = "^2.1.0" -pytest-recorder = "^0.2.3" -ipykernel = "^6.25.2" - +pytest = "^8.3.3" +pylint = "^3.3.0" +codespell = "^2.3.0" +black = "^24.8.0" +pytest-mock = "^3.14.0" +pytest-recording = "^0.13.2" +pytest-cov = "^5.0.0" +ruff = "^0.6.7" +pytest-timeout = "^2.3.1" +pytest-recorder = "^0.3.0" +ipykernel = "^6.29.5" [tool.poetry.group.dashboard.dependencies] plotly = "^5.22.0" streamlit = "^1.36.0" +[tool.poetry.extras] +yfinance = ["yfinance"] + [build-system] requires = ["setuptools<65.5.0", "poetry-core>=1.0.0"] build-backend = "poetry.core.masonry.api" [tool.ruff] line-length = 122 -select = ["E", "W", "F", "Q", "W", "S", "UP", "I", "PD", "SIM", "PLC", "PLE", "PLR", "PLW"] -ignore = ["S105", "S106", "S107", "PLR0913", "PLR0912", "PLR0911", "PLR0915", "PD010", "PD013", "S310", "S301"] +lint.select = ["E", "W", "F", "Q", "W", "S", "UP", "I", "PD", "SIM", "PLC", "PLE", "PLR", "PLW"] +lint.ignore = ["S105", "S106", "S107", "PLR0913", "PLR0912", "PLR0911", "PLR0915", "PD010", "PD013", "S310", "S301"] exclude = ["conftest.py"] [tool.pylint] max-line-length = 122 -disable = ["R0913", "W1514", "R0911", "R0912", "R0915", "R0801", "W0221", "C0103", "E1131"] +disable = [ + "R0913", + "W1514", + "R0911", + "R0912", + "R0915", + "R0801", + "W0221", + "C0103", + "E1131", + "R0917", # too-many-positional-arguments + ] -[tool.ruff.isort] +[tool.ruff.lint.isort] combine-as-imports = true force-wrap-aliases = true -[tool.isort] +[tool.lint.isort] profile = "black" line_length = 122 skip_gitignore = true diff --git a/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities.csv b/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities.csv index a18be55a..3fbca216 100644 --- a/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities.csv +++ b/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities.csv @@ -1,4 +1,4 @@ ,AAPL,MSFT -2020,-3144.788,-4585.8799 -2021,160.457,306.2057 -2022,156.7935,281.276 +2020,8318.9299,57852.0784 +2021,160.2573,306.022 +2022,155.4936,279.3459 diff --git a/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities_1.csv b/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities_1.csv index e2d527ed..fa128589 100644 --- a/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities_1.csv +++ b/tests/models/csv/test_models_controller/test_get_present_value_of_growth_opportunities_1.csv @@ -1,505 +1,505 @@ Date,AAPL,MSFT -2020-12-31,-3144.788,-4585.8799 -2021-01-04,-3148.018,-4590.4899 -2021-01-05,-3146.438,-4590.2899 -2021-01-06,-3150.778,-4595.7999 -2021-01-07,-3146.528,-4589.9099 -2021-01-08,-3145.418,-4588.6099 -2021-01-11,-3148.438,-4590.6899 -2021-01-12,-3148.618,-4593.1899 -2021-01-13,-3146.558,-4591.8099 -2021-01-14,-3148.508,-4595.0499 -2021-01-15,-3150.248,-4595.4099 -2021-01-19,-3149.568,-4591.7099 -2021-01-20,-3145.438,-4583.9999 -2021-01-21,-3140.678,-4583.3899 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+2022-12-22,116.1273,211.662 +2022-12-23,115.7573,212.192 +2022-12-27,113.9373,210.432 +2022-12-28,109.9573,208.022 +2022-12-29,113.5173,214.462 +2022-12-30,113.8373,213.272 diff --git a/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital.csv b/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital.csv index 5c430b39..bbfdb2ab 100644 --- a/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital.csv +++ b/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital.csv @@ -1,13 +1,13 @@ ,,2020,2021,2022,2023 AAPL,Market Value Equity,2288483619840.0,2964852760200.0,2112234462220.0, AAPL,Market Value Debt,112436000000.0,124719000000.0,120069000000.0,101266000000.0 -AAPL,Cost of Equity,0.0,0.38,-0.24, +AAPL,Cost of Equity,-0.0,0.38,-0.25, AAPL,Cost of Debt,0.03,0.02,0.02,0.0 AAPL,Corporate Tax Rate,0.14,0.13,0.16,0.15 -AAPL,Weighted Average Cost of Capital,0.0,0.37,-0.22, +AAPL,Weighted Average Cost of Capital,-0.0,0.36,-0.23, MSFT,Market Value Equity,1667518320000.0,2517791520000.0,1795952600000.0, MSFT,Market Value Debt,70998000000.0,67775000000.0,61270000000.0,59965000000.0 -MSFT,Cost of Equity,0.0,0.33,-0.23, +MSFT,Cost of Equity,-0.0,0.33,-0.24, MSFT,Cost of Debt,0.04,0.03,0.03,0.03 MSFT,Corporate Tax Rate,0.17,0.14,0.13,0.19 -MSFT,Weighted Average Cost of Capital,0.0,0.33,-0.22, +MSFT,Weighted Average Cost of Capital,-0.0,0.32,-0.23, diff --git a/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_1.csv b/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_1.csv index 1cebf2c6..a9ee4aac 100644 --- a/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_1.csv +++ b/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_1.csv @@ -1,13 +1,13 @@ ,,2020,2021,2022,2023 AAPL,Market Value Equity,,0.3,-0.29,0.0 AAPL,Market Value Debt,,0.11,-0.04,-0.16 -AAPL,Cost of Equity,,inf,-1.62,-427614226073.07 +AAPL,Cost of Equity,,-261.18,-1.66,-407414129117.82 AAPL,Cost of Debt,,-0.17,0.15,-1.0 AAPL,Corporate Tax Rate,,-0.08,0.22,-0.09 -AAPL,Weighted Average Cost of Capital,,356.37,-1.61,-1.66 +AAPL,Weighted Average Cost of Capital,,-1026.52,-1.65,-1.63 MSFT,Market Value Equity,,0.51,-0.29,-1.0 MSFT,Market Value Debt,,-0.05,-0.1,-0.02 -MSFT,Cost of Equity,,inf,-1.7,-257890246384.27 +MSFT,Cost of Equity,,-243.23,-1.73,-246418250303.84 MSFT,Cost of Debt,,-0.05,-0.03,-0.03 MSFT,Corporate Tax Rate,,-0.16,-0.05,0.45 -MSFT,Weighted Average Cost of Capital,,260.65,-1.69,-1.85 +MSFT,Weighted Average Cost of Capital,,-4843.05,-1.73,-1.81 diff --git a/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_2.csv b/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_2.csv index e963c669..dc4edabf 100644 --- a/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_2.csv +++ b/tests/models/csv/test_models_controller/test_get_weighted_average_cost_of_capital_2.csv @@ -5,33 +5,33 @@ AAPL,Market Value Equity,Lag 3,,,,-0.077 AAPL,Market Value Debt,Lag 1,,0.1092,-0.0373,-0.1566 AAPL,Market Value Debt,Lag 2,,,0.0679,-0.188 AAPL,Market Value Debt,Lag 3,,,,-0.0993 -AAPL,Cost of Equity,Lag 1,,inf,-1.6223,0.0 -AAPL,Cost of Equity,Lag 2,,,-inf,-1.6223 -AAPL,Cost of Equity,Lag 3,,,,-inf +AAPL,Cost of Equity,Lag 1,,-261.1799,-1.6617,0.0 +AAPL,Cost of Equity,Lag 2,,,171.1513,-1.6617 +AAPL,Cost of Equity,Lag 3,,,,171.1513 AAPL,Cost of Debt,Lag 1,,-0.17,0.151,-1.0 AAPL,Cost of Debt,Lag 2,,,-0.0447,-1.0 AAPL,Cost of Debt,Lag 3,,,,-1.0 AAPL,Corporate Tax Rate,Lag 1,,-0.078,0.2182,-0.0917 AAPL,Corporate Tax Rate,Lag 2,,,0.1231,0.1065 AAPL,Corporate Tax Rate,Lag 3,,,,0.0202 -AAPL,Weighted Average Cost of Capital,Lag 1,,356.3704,-1.6093,0.0 -AAPL,Weighted Average Cost of Capital,Lag 2,,,-218.7579,-1.6093 -AAPL,Weighted Average Cost of Capital,Lag 3,,,,-218.7579 +AAPL,Weighted Average Cost of Capital,Lag 1,,-1026.5214,-1.648,0.0 +AAPL,Weighted Average Cost of Capital,Lag 2,,,663.5625,-1.648 +AAPL,Weighted Average Cost of Capital,Lag 3,,,,663.5625 MSFT,Market Value Equity,Lag 1,,0.5099,-0.2867,0.0 MSFT,Market Value Equity,Lag 2,,,0.077,-0.2867 MSFT,Market Value Equity,Lag 3,,,,0.077 MSFT,Market Value Debt,Lag 1,,-0.0454,-0.096,-0.0213 MSFT,Market Value Debt,Lag 2,,,-0.137,-0.1152 MSFT,Market Value Debt,Lag 3,,,,-0.1554 -MSFT,Cost of Equity,Lag 1,,inf,-1.6971,0.0 -MSFT,Cost of Equity,Lag 2,,,-inf,-1.6971 -MSFT,Cost of Equity,Lag 3,,,,-inf +MSFT,Cost of Equity,Lag 1,,-243.2339,-1.7349,0.0 +MSFT,Cost of Equity,Lag 2,,,177.0277,-1.7349 +MSFT,Cost of Equity,Lag 3,,,,177.0277 MSFT,Cost of Debt,Lag 1,,-0.0515,-0.0273,-0.0253 MSFT,Cost of Debt,Lag 2,,,-0.0774,-0.0519 MSFT,Cost of Debt,Lag 3,,,,-0.1007 MSFT,Corporate Tax Rate,Lag 1,,-0.1624,-0.0516,0.4473 MSFT,Corporate Tax Rate,Lag 2,,,-0.2056,0.3726 MSFT,Corporate Tax Rate,Lag 3,,,,0.1497 -MSFT,Weighted Average Cost of Capital,Lag 1,,260.6504,-1.6877,0.0 -MSFT,Weighted Average Cost of Capital,Lag 2,,,-180.9245,-1.6877 -MSFT,Weighted Average Cost of Capital,Lag 3,,,,-180.9245 +MSFT,Weighted Average Cost of Capital,Lag 1,,-4843.0494,-1.7251,0.0 +MSFT,Weighted Average Cost of Capital,Lag 2,,,3509.847,-1.7251 +MSFT,Weighted Average Cost of Capital,Lag 3,,,,3509.847 diff --git a/tests/options/csv/test_options_controller/test_collect_all_greeks.csv b/tests/options/csv/test_options_controller/test_collect_all_greeks.csv index c2aea60c..e6e005d1 100644 --- a/tests/options/csv/test_options_controller/test_collect_all_greeks.csv +++ b/tests/options/csv/test_options_controller/test_collect_all_greeks.csv @@ -1,39 +1,39 @@ 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-01-04,2023-01-05,2023-01-05,2023-01-05,2023-01-05,2023-01-06,2023-01-06,2023-01-06,2023-01-06,2023-01-07,2023-01-07,2023-01-07,2023-01-07,2023-01-08,2023-01-08,2023-01-08,2023-01-08,2023-01-09,2023-01-09,2023-01-09,2023-01-09,2023-01-10,2023-01-10,2023-01-10,2023-01-10,2023-01-11,2023-01-11,2023-01-11,2023-01-11,2023-01-12,2023-01-12,2023-01-12,2023-01-12,2023-01-13,2023-01-13,2023-01-13,2023-01-13,2023-01-14,2023-01-14,2023-01-14,2023-01-14,2023-01-15,2023-01-15,2023-01-15,2023-01-15,2023-01-16,2023-01-16,2023-01-16,2023-01-16,2023-01-17,2023-01-17,2023-01-17,2023-01-17,2023-01-18,2023-01-18,2023-01-18,2023-01-18,2023-01-19,2023-01-19,2023-01-19,2023-01-19,2023-01-20,2023-01-20,2023-01-20,2023-01-20,2023-01-21,2023-01-21,2023-01-21,2023-01-21,2023-01-22,2023-01-22,2023-01-22,2023-01-22,2023-01-23,2023-01-23,2023-01-23,2023-01-23,2023-01-24,2023-01-24,2023-01-24,2023-01-24,2023-01-25,2023-01-25,2023-01-25,2023-01-25,2023-01-26,2023-01-26,2023-01-26,2023-01-26,2023-01-27,2023-01-27,2023-01-27,2023-01-27,2023-01-28,2023-01-28,2023-01-28,2023-01-28 ,,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Delta,Dual Delta,Vega,Theta,Rho,Epsilon,Lambda,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Gamma,Dual Gamma,Vanna,Charm,Vomma,Vera,Veta,PD,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima,Speed,Zomma,Color,Ultima Ticker,Strike Price,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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diff --git a/tests/options/csv/test_options_controller/test_collect_all_greeks_1.csv b/tests/options/csv/test_options_controller/test_collect_all_greeks_1.csv index 0ea6e574..21b9b555 100644 --- a/tests/options/csv/test_options_controller/test_collect_all_greeks_1.csv +++ b/tests/options/csv/test_options_controller/test_collect_all_greeks_1.csv @@ -1,39 +1,39 @@ 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diff --git a/tests/options/csv/test_options_controller/test_collect_first_order_greeks.csv b/tests/options/csv/test_options_controller/test_collect_first_order_greeks.csv index 36eeab8c..641be170 100644 --- a/tests/options/csv/test_options_controller/test_collect_first_order_greeks.csv +++ b/tests/options/csv/test_options_controller/test_collect_first_order_greeks.csv @@ -1,39 +1,39 @@ 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diff --git a/tests/options/csv/test_options_controller/test_collect_first_order_greeks_1.csv b/tests/options/csv/test_options_controller/test_collect_first_order_greeks_1.csv index d1ec737c..aaf573a9 100644 --- a/tests/options/csv/test_options_controller/test_collect_first_order_greeks_1.csv +++ b/tests/options/csv/test_options_controller/test_collect_first_order_greeks_1.csv @@ -1,39 +1,39 @@ 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diff --git a/tests/options/csv/test_options_controller/test_collect_second_order_greeks.csv b/tests/options/csv/test_options_controller/test_collect_second_order_greeks.csv index 6997c11b..d2b1ae5d 100644 --- a/tests/options/csv/test_options_controller/test_collect_second_order_greeks.csv +++ b/tests/options/csv/test_options_controller/test_collect_second_order_greeks.csv @@ -1,39 +1,39 @@ 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-MSFT,275,0.0,0.0,0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.0,0.0001,0.0,0.0135,0.0,0.0,0.0,0.0002,-0.0036,0.0168,0.0003,1.3536,0.0,0.0,0.0,0.002,-0.0315,0.1951,0.0051,11.9989,0.0,0.0001,0.0001,0.0085,-0.1072,0.8299,0.0273,41.433,0.0001,0.0002,0.0002,0.0219,-0.2309,2.1427,0.0845,90.4368,0.0002,0.0004,0.0003,0.0426,-0.3853,4.1694,0.1916,152.978,0.0003,0.0007,0.0005,0.0697,-0.5508,6.8083,0.3571,221.6389,0.0005,0.001,0.0008,0.1014,-0.7124,9.9012,0.5835,290.4657,0.0008,0.0014,0.001,0.1362,-0.8609,13.2868,0.8689,355.5763,0.001,0.0018,0.0013,0.1727,-0.9916,16.8257,1.2087,414.8358,0.0013,0.0021,0.0016,0.2097,-1.1031,20.4084,1.5972,467.3323,0.0016,0.0025,0.0018,0.2463,-1.1958,23.9537,2.0282,512.923,0.0018,0.0028,0.0021,0.2821,-1.2711,27.4046,2.4956,551.9072,0.0021,0.0032,0.0024,0.3166,-1.3307,30.7229,2.9936,584.8115,0.0024,0.0035,0.0026,0.3495,-1.3767,33.885,3.5172,612.2563,0.0026,0.0038,0.0028,0.3807,-1.4109,36.8775,4.0617,634.8784,0.0028,0.0041,0.0031,0.4102,-1.4351,39.6951,4.623,653.2872,0.0031,0.0044,0.0033,0.4379,-1.4509,42.3373,5.1978,668.044,0.0033,0.0046,0.0034,0.4639,-1.4596,44.8075,5.783,679.6526,0.0034,0.0049,0.0036,0.4882,-1.4623,47.1115,6.3759,688.5585,0.0036,0.0051,0.0038,0.511,-1.4602,49.2565,6.9745,695.1511,0.0038,0.0053,0.0039,0.5322,-1.4541,51.2506,7.5767,699.7685,0.0039,0.0055,0.0041,0.5519,-1.4446,53.1024,8.1811,702.7028,0.0041,0.0057,0.0042,0.5703,-1.4325,54.8205,8.7861,704.2057,0.0042,0.0058,0.0043,0.5875,-1.4182,56.4134,9.3908,704.4932,0.0043,0.006,0.0044,0.6034,-1.4022,57.8894,9.994,703.751,0.0044,0.0061,0.0045,0.6183,-1.3848,59.2562,10.595,702.1383,0.0045,0.0063,0.0046,0.6321,-1.3664,60.5215,11.1931,699.7915,0.0046 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diff --git a/tests/options/csv/test_options_controller/test_collect_second_order_greeks_1.csv b/tests/options/csv/test_options_controller/test_collect_second_order_greeks_1.csv index 8381067e..537ea3ea 100644 --- a/tests/options/csv/test_options_controller/test_collect_second_order_greeks_1.csv +++ b/tests/options/csv/test_options_controller/test_collect_second_order_greeks_1.csv @@ -1,39 +1,39 @@ 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-MSFT,250,0.0027,0.0025,0.091,5.7582,3.0098,0.059,794.5956,0.0025,0.0114,0.0103,0.3787,11.9735,12.4842,0.4875,1849.8535,0.0103,0.0167,0.0151,0.5596,11.7823,18.3967,1.0733,2015.1936,0.0151,0.0195,0.0176,0.6532,10.3026,21.4145,1.6592,1931.7098,0.0176,0.0208,0.0188,0.7,8.8206,22.8819,2.2074,1798.2866,0.0188,0.0213,0.0193,0.7217,7.5689,23.5253,2.7127,1666.4059,0.0193,0.0215,0.0194,0.7297,6.5507,23.7169,3.1781,1548.3793,0.0194,0.0214,0.0194,0.7299,5.7256,23.6541,3.6084,1445.6546,0.0194,0.0212,0.0192,0.7256,5.0527,23.4462,4.0081,1356.7486,0.0192,0.0209,0.0189,0.7186,4.4982,23.1557,4.3812,1279.6027,0.0189,0.0206,0.0186,0.7103,4.0364,22.8199,4.7312,1212.2775,0.0186,0.0203,0.0183,0.7012,3.6477,22.4613,5.0606,1153.1231,0.0183,0.0199,0.018,0.6917,3.3174,22.0937,5.372,1100.7858,0.018,0.0196,0.0177,0.6822,3.0341,21.7258,5.6672,1054.1681,0.0177,0.0192,0.0174,0.6728,2.7891,21.3628,5.9479,1012.3818,0.0174,0.0189,0.0171,0.6635,2.5756,21.008,6.2155,974.706,0.0171,0.0186,0.0168,0.6546,2.3882,20.6631,6.4711,940.5519,0.0168,0.0182,0.0165,0.6459,2.2229,20.3294,6.7158,909.4359,0.0165,0.0179,0.0162,0.6376,2.076,20.0071,6.9504,880.958,0.0162,0.0176,0.016,0.6295,1.9449,19.6965,7.1758,854.7844,0.016,0.0174,0.0157,0.6218,1.8273,19.3974,7.3926,830.6356,0.0157,0.0171,0.0155,0.6144,1.7213,19.1094,7.6014,808.2753,0.0155,0.0168,0.0152,0.6074,1.6254,18.8322,7.8028,787.5026,0.0152,0.0166,0.015,0.6006,1.5383,18.5653,7.9973,768.1458,0.015,0.0163,0.0148,0.594,1.4589,18.3084,8.1851,750.0575,0.0148,0.0161,0.0146,0.5878,1.3863,18.0608,8.3668,733.1099,0.0146,0.0159,0.0144,0.5818,1.3197,17.8222,8.5427,717.1923,0.0144,0.0157,0.0142,0.576,1.2584,17.5921,8.7131,702.208,0.0142,0.0155,0.014,0.5705,1.2019,17.3701,8.8783,688.072,0.014 -MSFT,255,0.0001,0.0001,0.004,0.2401,0.1844,0.0026,45.7147,0.0001,0.002,0.0017,0.0939,2.9637,4.3707,0.1214,577.154,0.0017,0.0053,0.0046,0.2479,5.2181,11.5113,0.4782,1075.63,0.0046,0.0082,0.0071,0.3864,6.0985,17.9114,0.9894,1327.7522,0.0071,0.0105,0.0091,0.4924,6.2117,22.7764,1.5682,1424.3517,0.0091,0.0121,0.0105,0.5696,5.9829,26.2948,2.1664,1441.0526,0.0105,0.0132,0.0114,0.625,5.6222,28.7954,2.7601,1418.9409,0.0114,0.014,0.0121,0.6646,5.2259,30.5558,3.3379,1378.9357,0.0121,0.0145,0.0126,0.6927,4.8369,31.7818,3.8949,1331.6322,0.0126,0.0149,0.0129,0.7124,4.4729,32.6199,4.4295,1282.4058,0.0129,0.0152,0.0131,0.726,4.1399,33.1745,4.9415,1233.9556,0.0131,0.0153,0.0133,0.7351,3.8386,33.5198,5.4318,1187.5851,0.0133,0.0154,0.0133,0.7407,3.5673,33.7094,5.9015,1143.8612,0.0133,0.0154,0.0134,0.7439,3.3233,33.7826,6.3517,1102.9608,0.0134,0.0154,0.0133,0.7451,3.1038,33.7681,6.7839,1064.8571,0.0133,0.0153,0.0133,0.7448,2.9061,33.6873,7.1991,1029.4212,0.0133,0.0153,0.0132,0.7435,2.7276,33.5564,7.5986,996.4774,0.0132,0.0152,0.0132,0.7413,2.5659,33.3877,7.9834,965.8341,0.0132,0.0151,0.0131,0.7384,2.4192,33.1906,8.3544,937.2997,0.0131,0.015,0.013,0.7351,2.2857,32.9723,8.7127,910.6915,0.013,0.0149,0.0129,0.7314,2.1639,32.7384,9.059,885.8395,0.0129,0.0147,0.0128,0.7274,2.0524,32.4933,9.394,862.5878,0.0128,0.0146,0.0127,0.7233,1.9501,32.2403,9.7184,840.7949,0.0127,0.0145,0.0126,0.719,1.856,31.9822,10.0329,820.3331,0.0126,0.0144,0.0125,0.7146,1.7693,31.7211,10.338,801.0873,0.0125,0.0142,0.0123,0.7102,1.6891,31.4587,10.6342,782.9541,0.0123,0.0141,0.0122,0.7058,1.6149,31.1961,10.922,765.8405,0.0122,0.014,0.0121,0.7013,1.5459,30.9346,11.2018,749.6631,0.0121,0.0139,0.012,0.6969,1.4818,30.6748,11.4741,734.3467,0.012 -MSFT,260,0.0,0.0,0.0001,-0.0073,0.0032,0.0,0.7684,0.0,0.0002,0.0002,0.0124,0.3813,0.7404,0.016,93.0024,0.0002,0.0012,0.001,0.0699,1.4642,4.1748,0.1353,363.246,0.001,0.0027,0.0022,0.1593,2.5098,9.504,0.4096,643.4534,0.0022,0.0042,0.0035,0.2549,3.2138,15.1842,0.8163,852.104,0.0035,0.0057,0.0047,0.3432,3.6046,20.4099,1.3138,987.6774,0.0047,0.0069,0.0058,0.4196,3.7757,24.9152,1.867,1068.1593,0.0058,0.008,0.0066,0.4838,3.8069,28.6813,2.4508,1110.8289,0.0066,0.0088,0.0074,0.537,3.7531,31.7815,3.0486,1128.4789,0.0074,0.0095,0.0079,0.5807,3.6501,34.3132,3.6492,1129.8696,0.0079,0.0101,0.0084,0.6165,3.5204,36.3712,4.2456,1120.8438,0.0084,0.0106,0.0088,0.6458,3.3779,38.0388,4.8334,1105.2686,0.0088,0.0109,0.0091,0.6697,3.2312,39.3857,5.4099,1085.7033,0.0091,0.0112,0.0093,0.6892,3.0856,40.4694,5.9735,1063.8438,0.0093,0.0115,0.0095,0.7051,2.944,41.3366,6.5232,1040.8155,0.0095,0.0116,0.0097,0.718,2.8084,42.0253,7.0588,1017.3633,0.0097,0.0118,0.0098,0.7284,2.6795,42.5662,7.5803,993.9778,0.0098,0.0119,0.0099,0.7367,2.5576,42.9846,8.0878,970.9774,0.0099,0.012,0.01,0.7433,2.4429,43.301,8.5816,948.5642,0.01,0.012,0.01,0.7485,2.3351,43.5322,9.0621,926.8612,0.01,0.0121,0.0101,0.7525,2.234,43.6919,9.5299,905.9371,0.0101,0.0121,0.0101,0.7554,2.1391,43.7918,9.9853,885.8241,0.0101,0.0121,0.0101,0.7575,2.0501,43.8412,10.4288,866.5298,0.0101,0.0121,0.0101,0.7588,1.9667,43.8481,10.861,848.045,0.0101,0.0121,0.0101,0.7595,1.8884,43.8192,11.2823,830.3497,0.0101,0.0121,0.01,0.7597,1.8149,43.76,11.6931,813.4172,0.01,0.012,0.01,0.7595,1.7458,43.6752,12.0939,797.2167,0.01,0.012,0.01,0.7589,1.6808,43.5687,12.485,781.7151,0.01,0.0119,0.01,0.7579,1.6196,43.444,12.867,766.8787,0.01 -MSFT,265,0.0,0.0,0.0,-0.0106,0.0,0.0,0.0042,0.0,0.0,0.0,0.0009,0.0187,0.0676,0.0012,8.28,0.0,0.0002,0.0001,0.0133,0.2701,0.9679,0.0258,81.1094,0.0001,0.0007,0.0005,0.0483,0.7534,3.5099,0.1245,226.3678,0.0005,0.0014,0.0011,0.1021,1.2816,7.4144,0.3281,392.3005,0.0011,0.0023,0.0018,0.1656,1.7343,12.0053,0.6363,542.4894,0.0018,0.0032,0.0025,0.2311,2.0764,16.739,1.0331,664.0395,0.0025,0.004,0.0032,0.2943,2.3137,21.289,1.499,756.4237,0.0032,0.0048,0.0038,0.3529,2.4653,25.4913,2.0156,823.6572,0.0038,0.0055,0.0044,0.4059,2.551,29.282,2.568,870.691,0.0044,0.0061,0.0049,0.4532,2.5883,32.6527,3.1443,902.059,0.0049,0.0067,0.0054,0.4951,2.5905,35.6231,3.7355,921.5007,0.0054,0.0072,0.0057,0.5319,2.5679,38.2262,4.3347,931.9605,0.0057,0.0076,0.0061,0.5643,2.5282,40.4991,4.9369,935.7044,0.0061,0.008,0.0064,0.5926,2.4768,42.4788,5.5383,934.4577,0.0064,0.0083,0.0066,0.6175,2.4178,44.2001,6.1359,929.5275,0.0066,0.0086,0.0069,0.6392,2.3542,45.6947,6.7279,921.9028,0.0069,0.0088,0.007,0.6582,2.288,46.9905,7.3128,912.3321,0.007,0.009,0.0072,0.6748,2.2209,48.1125,7.8894,901.3818,0.0072,0.0092,0.0074,0.6893,2.1539,49.0823,8.4571,889.4814,0.0074,0.0093,0.0075,0.7019,2.0877,49.9186,9.0154,876.9565,0.0075,0.0095,0.0076,0.713,2.0229,50.638,9.564,864.0538,0.0076,0.0096,0.0077,0.7226,1.9599,51.2547,10.1027,850.9603,0.0077,0.0097,0.0077,0.731,1.8988,51.781,10.6316,837.8168,0.0077,0.0097,0.0078,0.7383,1.8398,52.2278,11.1506,824.7293,0.0078,0.0098,0.0079,0.7446,1.783,52.6043,11.6599,811.7767,0.0079,0.0099,0.0079,0.75,1.7284,52.9189,12.1596,799.0173,0.0079,0.0099,0.0079,0.7547,1.676,53.1786,12.6498,786.4932,0.0079,0.0099,0.008,0.7587,1.6258,53.3897,13.1308,774.2343,0.008 -MSFT,270,0.0,0.0,0.0,-0.0107,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.0093,0.0036,0.0001,0.4295,0.0,0.0,0.0,0.0018,0.0268,0.1518,0.0034,12.4433,0.0,0.0001,0.0001,0.0111,0.1652,0.9501,0.0287,59.5297,0.0001,0.0004,0.0003,0.0326,0.402,2.7842,0.105,142.2079,0.0003,0.0008,0.0006,0.0657,0.6824,5.6075,0.2533,243.1109,0.0006,0.0012,0.001,0.1072,0.9579,9.1371,0.4808,345.7359,0.001,0.0018,0.0014,0.1534,1.2017,13.0614,0.7842,440.182,0.0014,0.0023,0.0018,0.2014,1.4034,17.1276,1.1551,522.0901,0.0018,0.0029,0.0022,0.2491,1.5625,21.1581,1.5831,590.4591,0.0022,0.0034,0.0026,0.2951,1.6829,25.0391,2.0576,645.9983,0.0026,0.0039,0.003,0.3386,1.7702,28.7044,2.5693,690.141,0.003,0.0044,0.0034,0.3794,1.8301,32.1204,3.11,724.5195,0.0034,0.0048,0.0037,0.4171,1.8678,35.2748,3.6725,750.7099,0.0037,0.0052,0.004,0.4518,1.8877,38.1687,4.2512,770.1252,0.004,0.0056,0.0043,0.4836,1.8936,40.8114,4.8412,783.9824,0.0043,0.0059,0.0045,0.5127,1.8885,43.2169,5.4387,793.3063,0.0045,0.0062,0.0048,0.5392,1.875,45.4012,6.0405,798.9485,0.0048,0.0064,0.005,0.5633,1.8549,47.3813,6.6442,801.6107,0.005,0.0067,0.0051,0.5853,1.83,49.1737,7.2475,801.8684,0.0051,0.0069,0.0053,0.6053,1.8014,50.7948,7.8489,800.1926,0.0053,0.0071,0.0055,0.6234,1.7702,52.2596,8.4471,796.9682,0.0055,0.0073,0.0056,0.6399,1.7371,53.5823,9.041,792.5098,0.0056,0.0074,0.0057,0.6549,1.7028,54.7758,9.6297,787.0742,0.0057,0.0076,0.0058,0.6685,1.6678,55.852,10.2128,780.8716,0.0058,0.0077,0.0059,0.6809,1.6325,56.8216,10.7895,774.0735,0.0059,0.0078,0.006,0.6921,1.5971,57.6944,11.3596,766.8207,0.006,0.0079,0.0061,0.7023,1.5619,58.4793,11.9229,759.2282,0.0061,0.008,0.0062,0.7116,1.5271,59.1843,12.479,751.39,0.0062 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diff --git a/tests/options/csv/test_options_controller/test_collect_third_order_greeks.csv b/tests/options/csv/test_options_controller/test_collect_third_order_greeks.csv index 92d294cb..5c9468cb 100644 --- a/tests/options/csv/test_options_controller/test_collect_third_order_greeks.csv +++ b/tests/options/csv/test_options_controller/test_collect_third_order_greeks.csv @@ -1,39 +1,39 @@ 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MSFT,275,UUUUDDDDDD,,,,,,,0.0,0.0,0.0,0.0,0.0 MSFT,275,UUUDDDDDDD,,,,,,,,0.0,0.0,0.0,0.0 MSFT,275,UUDDDDDDDD,,,,,,,,,0.0,0.0,0.0 MSFT,275,UDDDDDDDDD,,,,,,,,,,0.0,0.0 MSFT,275,DDDDDDDDDD,,,,,,,,,,,0.0 -MSFT,280,UUUUUUUUUU,34.1462,48.5578,67.7742,92.6606,123.8471,161.5393,205.4151,254.7842,309.1744,369.0963,435.1126 -MSFT,280,UUUUUUUUUD,,17.7444,26.6878,39.451,57.1673,80.9497,111.6044,149.2284,192.883,240.9775,293.9634 -MSFT,280,UUUUUUUUDD,,,7.566,12.1621,19.2882,30.1006,46.0617,68.7847,99.5452,138.1468,180.6744 -MSFT,280,UUUUUUUDDD,,,,2.3352,4.0519,6.9826,11.9354,20.2007,33.7763,55.6129,89.7463 -MSFT,280,UUUUUUDDDD,,,,,0.3814,0.7164,1.3459,2.5286,4.7503,8.9243,16.7657 +MSFT,280,UUUUUUUUUU,27.792,40.7162,58.4692,82.1122,112.5084,150.0797,194.6302,245.4631,302.0509,365.0313,435.1126 +MSFT,280,UUUUUUUUUD,,14.3341,22.2525,33.9175,50.6097,73.6676,104.1725,142.4572,187.64,237.9526,293.9634 +MSFT,280,UUUUUUUUDD,,,6.0647,10.0805,16.5184,26.6086,41.9747,64.5009,95.8116,135.9567,180.6744 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-MSFT,290,UUUUUUUDDD,,,,1.4694,2.6253,4.6779,8.311,14.717,25.9638,45.6129,79.7463 -MSFT,290,UUUUUUDDDD,,,,,0.1539,0.2891,0.5431,1.0204,1.917,3.6013,6.7657 +MSFT,290,UUUUUUUUUU,23.8312,35.5596,52.0127,74.3812,103.7014,140.5565,184.8011,235.5916,292.1368,355.0743,425.1126 +MSFT,290,UUUUUUUUUD,,11.6059,18.4286,28.7551,43.9508,65.5417,94.8888,132.5857,177.7259,227.9956,283.9634 +MSFT,290,UUUUUUUUDD,,,4.4741,7.642,12.8969,21.4462,35.0042,55.7579,85.8974,125.9997,170.6744 +MSFT,290,UUUUUUUDDD,,,,1.1546,2.1375,3.9457,7.2595,13.3076,24.293,44.1358,79.7463 +MSFT,290,UUUUUUDDDD,,,,,0.1225,0.2391,0.4666,0.9105,1.7767,3.4671,6.7657 MSFT,290,UUUUUDDDDD,,,,,,0.0,0.0,0.0,0.0,0.0,0.0 MSFT,290,UUUUDDDDDD,,,,,,,0.0,0.0,0.0,0.0,0.0 MSFT,290,UUUDDDDDDD,,,,,,,,0.0,0.0,0.0,0.0 diff --git a/tests/options/csv/test_options_controller/test_get_binomial_model_1.csv b/tests/options/csv/test_options_controller/test_get_binomial_model_1.csv index 3c089dee..293e278a 100644 --- a/tests/options/csv/test_options_controller/test_get_binomial_model_1.csv +++ b/tests/options/csv/test_options_controller/test_get_binomial_model_1.csv @@ -1,397 +1,397 @@ Ticker,Strike Price,Movement,2022-12-30,2023-02-04,2023-03-13,2023-04-18,2023-05-25,2023-06-30,2023-08-06,2023-09-11,2023-10-18,2023-11-23,2023-12-30 -AAPL,95,UUUUUUUUUU,2.4205,1.0845,0.3622,0.0685,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -AAPL,95,UUUUUUUUUD,,3.9406,1.9062,0.6965,0.1463,0.0,0.0,0.0,0.0,0.0,0.0 -AAPL,95,UUUUUUUUDD,,,6.2551,3.2825,1.3223,0.3128,0.0,0.0,0.0,0.0,0.0 -AAPL,95,UUUUUUUDDD,,,,9.6369,5.5126,2.4709,0.6687,0.0,0.0,0.0,0.0 -AAPL,95,UUUUUUDDDD,,,,,14.3291,8.9733,4.5212,1.4295,0.0,0.0,0.0 -AAPL,95,UUUUUDDDDD,,,,,,20.4224,14.0384,8.0386,3.0557,0.0,0.0 -AAPL,95,UUUUDDDDDD,,,,,,,27.6854,20.8643,13.7076,6.5323,0.0 -AAPL,95,UUUDDDDDDD,,,,,,,,35.4457,29.0064,21.871,13.964 -AAPL,95,UUDDDDDDDD,,,,,,,,,42.7716,37.1244,30.8667 -AAPL,95,UDDDDDDDDD,,,,,,,,,,49.1963,44.2438 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AAPL,100,DDDDDDDDDD,,,,,,,,,,,59.8307 -AAPL,105,UUUUUUUUUU,4.1219,2.0508,0.8105,0.2192,0.0273,0.0,0.0,0.0,0.0,0.0,0.0 -AAPL,105,UUUUUUUUUD,,6.4781,3.4618,1.4832,0.4376,0.0584,0.0,0.0,0.0,0.0,0.0 -AAPL,105,UUUUUUUUDD,,,9.9098,5.7129,2.6727,0.869,0.1248,0.0,0.0,0.0,0.0 -AAPL,105,UUUUUUUDDD,,,,14.6845,9.1717,4.7249,1.7156,0.2668,0.0,0.0,0.0 -AAPL,105,UUUUUUDDDD,,,,,20.9564,14.2309,8.1486,3.3638,0.5704,0.0,0.0 -AAPL,105,UUUUUDDDDD,,,,,,28.608,21.1506,13.5922,6.5419,1.2193,0.0 -AAPL,105,UUUUDDDDDD,,,,,,,37.0922,29.7498,21.6134,12.5974,2.6065 -AAPL,105,UUUDDDDDDD,,,,,,,,45.4457,39.0064,31.871,23.964 -AAPL,105,UUDDDDDDDD,,,,,,,,,52.7716,47.1244,40.8667 -AAPL,105,UDDDDDDDDD,,,,,,,,,,59.1963,54.2438 +AAPL,105,UUUUUUUUUU,4.6964,2.3821,0.959,0.2633,0.0328,0.0,0.0,0.0,0.0,0.0,0.0 +AAPL,105,UUUUUUUUUD,,7.2019,3.9184,1.7082,0.511,0.068,0.0,0.0,0.0,0.0,0.0 +AAPL,105,UUUUUUUUDD,,,10.7617,6.3063,2.9978,0.9872,0.141,0.0,0.0,0.0,0.0 +AAPL,105,UUUUUUUDDD,,,,15.6008,9.8847,5.165,1.8969,0.2924,0.0,0.0,0.0 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MSFT,190,DDDDDDDDDD,,,,,,,,,,,110.6636 -MSFT,195,UUUUUUUUUU,7.0605,3.4734,1.3484,0.3526,0.04,0.0,0.0,0.0,0.0,0.0,0.0 -MSFT,195,UUUUUUUUUD,,11.1429,5.8918,2.4818,0.7083,0.0856,0.0,0.0,0.0,0.0,0.0 -MSFT,195,UUUUUUUUDD,,,17.1191,9.7728,4.5002,1.4171,0.183,0.0,0.0,0.0,0.0 -MSFT,195,UUUUUUUDDD,,,,25.48,15.7735,8.009,2.8216,0.3912,0.0,0.0,0.0 -MSFT,195,UUUUUUDDDD,,,,,36.5269,24.6103,13.9128,5.5876,0.8365,0.0,0.0 -MSFT,195,UUUUUDDDDD,,,,,,50.0892,36.785,23.3877,10.9949,1.7885,0.0 -MSFT,195,UUUUDDDDDD,,,,,,,65.2306,52.0324,37.4919,21.4726,3.824 -MSFT,195,UUUDDDDDDD,,,,,,,,80.2514,68.5809,55.7235,41.5584 -MSFT,195,UUDDDDDDDD,,,,,,,,,93.5336,83.2139,71.8447 -MSFT,195,UDDDDDDDDD,,,,,,,,,,105.2783,96.1532 +MSFT,195,UUUUUUUUUU,8.1489,4.092,1.6203,0.4304,0.0487,0.0,0.0,0.0,0.0,0.0,0.0 +MSFT,195,UUUUUUUUUD,,12.5235,6.7496,2.8964,0.8391,0.1008,0.0,0.0,0.0,0.0,0.0 +MSFT,195,UUUUUUUUDD,,,18.7579,10.8958,5.1038,1.6295,0.2085,0.0,0.0,0.0,0.0 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MSFT,235,DDDDDDDDDD,,,,,,,,,,,155.6636 -MSFT,240,UUUUUUUUUU,21.0176,12.6395,6.4686,2.569,0.6404,0.0405,0.0,0.0,0.0,0.0,0.0 -MSFT,240,UUUUUUUUUD,,30.5527,19.6625,10.9068,4.7639,1.3232,0.0866,0.0,0.0,0.0,0.0 -MSFT,240,UUUUUUUUDD,,,42.9469,29.6274,17.8979,8.6798,2.7306,0.1852,0.0,0.0,0.0 -MSFT,240,UUUUUUUDDD,,,,58.1057,42.9767,28.3889,15.4506,5.6274,0.3959,0.0,0.0 -MSFT,240,UUUUUUDDDD,,,,,75.3241,59.579,43.1139,26.6304,11.5814,0.8465,0.0 -MSFT,240,UUUUUDDDDD,,,,,,93.2436,78.3177,61.8738,43.7575,23.7987,1.81 -MSFT,240,UUUUDDDDDD,,,,,,,110.2306,97.0324,82.4919,66.4726,48.824 -MSFT,240,UUUDDDDDDD,,,,,,,,125.2514,113.5809,100.7235,86.5584 -MSFT,240,UUDDDDDDDD,,,,,,,,,138.5336,128.2139,116.8447 -MSFT,240,UDDDDDDDDD,,,,,,,,,,150.2783,141.1532 +MSFT,240,UUUUUUUUUU,23.2896,14.2848,7.4628,3.0262,0.7684,0.0477,0.0,0.0,0.0,0.0,0.0 +MSFT,240,UUUUUUUUUD,,33.046,21.6463,12.2339,5.4473,1.5396,0.0987,0.0,0.0,0.0,0.0 +MSFT,240,UUUUUUUUDD,,,45.429,31.8203,19.5397,9.6397,3.0813,0.2043,0.0,0.0,0.0 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-MSFT,255,UUUUDDDDDD,,,,,,,125.2306,112.0324,97.4919,81.4726,63.824 -MSFT,255,UUUDDDDDDD,,,,,,,,140.2514,128.5809,115.7235,101.5584 -MSFT,255,UUDDDDDDDD,,,,,,,,,153.5336,143.2139,131.8447 -MSFT,255,UDDDDDDDDD,,,,,,,,,,165.2783,156.1532 +MSFT,255,UUUUUUUUUU,31.7153,20.9791,12.2695,5.9837,2.1749,0.443,0.0,0.0,0.0,0.0,0.0 +MSFT,255,UUUUUUUUUD,,43.3829,30.4019,19.0444,10.076,4.0308,0.9167,0.0,0.0,0.0,0.0 +MSFT,255,UUUUUUUUDD,,,57.5346,42.7165,28.7244,16.5763,7.3691,1.897,0.0,0.0,0.0 +MSFT,255,UUUUUUUDDD,,,,73.7606,57.9346,41.8626,26.4875,13.2375,3.9256,0.0,0.0 +MSFT,255,UUUUUUDDDD,,,,,91.1997,75.4939,58.5397,40.7742,23.2302,8.1233,0.0 +MSFT,255,UUUUUDDDDD,,,,,,108.6668,94.1448,77.9002,59.7417,39.4569,16.81 +MSFT,255,UUUUDDDDDD,,,,,,,125.034,112.2094,97.8497,81.7844,63.824 +MSFT,255,UUUDDDDDDD,,,,,,,,139.7467,128.436,115.7572,101.5584 +MSFT,255,UUDDDDDDDD,,,,,,,,,152.9851,143.0245,131.8447 +MSFT,255,UDDDDDDDDD,,,,,,,,,,164.9097,156.1532 MSFT,255,DDDDDDDDDD,,,,,,,,,,,175.6636 -MSFT,260,UUUUUUUUUU,31.847,21.0588,12.3726,6.1102,2.2793,0.4881,0.0,0.0,0.0,0.0,0.0 -MSFT,260,UUUUUUUUUD,,44.1249,30.9445,19.4998,10.4702,4.3179,1.0436,0.0,0.0,0.0,0.0 -MSFT,260,UUUUUUUUDD,,,59.1255,43.9698,29.7763,17.4721,8.0443,2.2314,0.0,0.0,0.0 -MSFT,260,UUUUUUUDDD,,,,76.3742,60.1234,43.7795,28.2019,14.66,4.7709,0.0,0.0 -MSFT,260,UUUUUUDDDD,,,,,94.8692,78.7243,61.5083,43.614,25.9147,10.2007,0.0 -MSFT,260,UUUUUDDDDD,,,,,,113.2436,98.3177,81.8738,63.7575,43.7987,21.81 -MSFT,260,UUUUDDDDDD,,,,,,,130.2306,117.0324,102.4919,86.4726,68.824 -MSFT,260,UUUDDDDDDD,,,,,,,,145.2514,133.5809,120.7235,106.5584 -MSFT,260,UUDDDDDDDD,,,,,,,,,158.5336,148.2139,136.8447 -MSFT,260,UDDDDDDDDD,,,,,,,,,,170.2783,161.1532 +MSFT,260,UUUUUUUUUU,34.5239,23.2105,13.8717,6.9696,2.6437,0.5748,0.0,0.0,0.0,0.0,0.0 +MSFT,260,UUUUUUUUUD,,46.8285,33.3204,21.3146,11.6189,4.8613,1.1894,0.0,0.0,0.0,0.0 +MSFT,260,UUUUUUUUDD,,,61.5699,46.3486,31.786,18.8884,8.7984,2.4613,0.0,0.0,0.0 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-MSFT,265,UUUUDDDDDD,,,,,,,135.2306,122.0324,107.4919,91.4726,73.824 -MSFT,265,UUUDDDDDDD,,,,,,,,150.2514,138.5809,125.7235,111.5584 -MSFT,265,UUDDDDDDDD,,,,,,,,,163.5336,153.2139,141.8447 -MSFT,265,UDDDDDDDDD,,,,,,,,,,175.2783,166.1532 +MSFT,265,UUUUUUUUUU,37.3325,25.442,15.474,7.9554,3.1125,0.7065,0.0,0.0,0.0,0.0,0.0 +MSFT,265,UUUUUUUUUD,,50.2741,36.239,23.5847,13.1618,5.6917,1.4621,0.0,0.0,0.0,0.0 +MSFT,265,UUUUUUUUDD,,,65.6051,49.9807,34.8476,21.2006,10.2276,3.0255,0.0,0.0,0.0 +MSFT,265,UUUUUUUDDD,,,,82.7579,66.4735,49.6297,33.0256,17.9561,6.2608,0.0,0.0 +MSFT,265,UUUUUUDDDD,,,,,100.7633,84.9272,67.6791,49.3,30.5182,12.9558,0.0 +MSFT,265,UUUUUDDDDD,,,,,,118.4536,103.9738,87.7717,69.6558,49.4139,26.81 +MSFT,265,UUUUDDDDDD,,,,,,,134.863,122.0809,107.7639,91.7414,73.824 +MSFT,265,UUUDDDDDDD,,,,,,,,149.6182,138.3501,125.7142,111.5584 +MSFT,265,UUDDDDDDDD,,,,,,,,,162.8993,152.9814,141.8447 +MSFT,265,UDDDDDDDDD,,,,,,,,,,174.8667,166.1532 MSFT,265,DDDDDDDDDD,,,,,,,,,,,185.6636 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-MSFT,275,UUUUDDDDDD,,,,,,,145.2306,132.0324,117.4919,101.4726,83.824 -MSFT,275,UUUDDDDDDD,,,,,,,,160.2514,148.5809,135.7235,121.5584 -MSFT,275,UUDDDDDDDD,,,,,,,,,173.5336,163.2139,151.8447 -MSFT,275,UDDDDDDDDD,,,,,,,,,,185.2783,176.1532 +MSFT,275,UUUUUUUUUU,42.9497,29.9049,18.6784,9.9271,4.0502,0.9701,0.0,0.0,0.0,0.0,0.0 +MSFT,275,UUUUUUUUUD,,57.1653,42.0761,28.125,16.2476,7.3525,2.0074,0.0,0.0,0.0,0.0 +MSFT,275,UUUUUUUUDD,,,73.6755,57.2449,40.9708,25.825,13.0862,4.154,0.0,0.0,0.0 +MSFT,275,UUUUUUUDDD,,,,91.7552,75.0124,57.3967,39.5637,22.6748,8.5961,0.0,0.0 +MSFT,275,UUUUUUDDDD,,,,,110.3268,94.3605,76.8185,57.8257,37.8063,17.7882,0.0 +MSFT,275,UUUUUDDDDD,,,,,,128.2403,113.8029,97.6432,79.57,59.3709,36.81 +MSFT,275,UUUUDDDDDD,,,,,,,144.692,131.9524,117.678,101.6983,83.824 +MSFT,275,UUUDDDDDDD,,,,,,,,159.4897,148.2643,135.6712,121.5584 +MSFT,275,UUDDDDDDDD,,,,,,,,,172.8134,162.9384,151.8447 +MSFT,275,UDDDDDDDDD,,,,,,,,,,184.8237,176.1532 MSFT,275,DDDDDDDDDD,,,,,,,,,,,195.6636 -MSFT,280,UUUUUUUUUU,42.6763,29.4781,18.2766,9.6515,3.9182,0.9357,0.0,0.0,0.0,0.0,0.0 -MSFT,280,UUUUUUUUUD,,57.6972,42.2266,28.0928,16.1765,7.3126,2.0006,0.0,0.0,0.0,0.0 -MSFT,280,UUUUUUUUDD,,,75.3042,58.3122,41.6546,26.2645,13.358,4.2776,0.0,0.0,0.0 -MSFT,280,UUUUUUUDDD,,,,94.6426,77.2701,59.1701,40.9532,23.6925,9.1459,0.0,0.0 -MSFT,280,UUUUUUDDDD,,,,,114.4142,97.8696,79.9027,60.5976,40.2479,19.5548,0.0 -MSFT,280,UUUUUDDDDD,,,,,,133.2436,118.3177,101.8738,83.7575,63.7987,41.81 -MSFT,280,UUUUDDDDDD,,,,,,,150.2306,137.0324,122.4919,106.4726,88.824 -MSFT,280,UUUDDDDDDD,,,,,,,,165.2514,153.5809,140.7235,126.5584 -MSFT,280,UUDDDDDDDD,,,,,,,,,178.5336,168.2139,156.8447 -MSFT,280,UDDDDDDDDD,,,,,,,,,,190.2783,181.1532 +MSFT,280,UUUUUUUUUU,45.7583,32.1363,20.2807,10.9129,4.519,1.1018,0.0,0.0,0.0,0.0,0.0 +MSFT,280,UUUUUUUUUD,,60.6109,44.9946,30.3952,17.7905,8.1829,2.2801,0.0,0.0,0.0,0.0 +MSFT,280,UUUUUUUUDD,,,77.7108,60.877,44.0323,28.1372,14.5155,4.7182,0.0,0.0,0.0 +MSFT,280,UUUUUUUDDD,,,,96.2538,79.2818,61.2802,42.8328,25.0341,9.7637,0.0,0.0 +MSFT,280,UUUUUUDDDD,,,,,115.1086,99.0772,81.3882,62.0886,41.4503,20.2044,0.0 +MSFT,280,UUUUUDDDDD,,,,,,133.1337,118.7174,102.5789,84.5271,64.3494,41.81 +MSFT,280,UUUUDDDDDD,,,,,,,149.6065,136.8882,122.6351,106.6768,88.824 +MSFT,280,UUUDDDDDDD,,,,,,,,164.4254,153.2214,140.6497,126.5584 +MSFT,280,UUDDDDDDDD,,,,,,,,,177.7705,167.9169,156.8447 +MSFT,280,UDDDDDDDDD,,,,,,,,,,189.8022,181.1532 MSFT,280,DDDDDDDDDD,,,,,,,,,,,200.6636 -MSFT,285,UUUUUUUUUU,45.3837,31.583,19.7526,10.5368,4.3279,1.0476,0.0,0.0,0.0,0.0,0.0 -MSFT,285,UUUUUUUUUD,,61.0902,45.0471,30.241,17.6031,8.0612,2.2399,0.0,0.0,0.0,0.0 -MSFT,285,UUUUUUUUDD,,,79.3488,61.8978,44.6242,28.4626,14.6865,4.7891,0.0,0.0,0.0 -MSFT,285,UUUUUUUDDD,,,,99.2097,81.5568,63.0178,44.1411,25.9506,10.2396,0.0,0.0 -MSFT,285,UUUUUUDDDD,,,,,119.3005,102.656,84.5013,64.8435,43.8312,21.8933,0.0 -MSFT,285,UUUUUDDDDD,,,,,,138.2436,123.3177,106.8738,88.7575,68.7987,46.81 -MSFT,285,UUUUDDDDDD,,,,,,,155.2306,142.0324,127.4919,111.4726,93.824 -MSFT,285,UUUDDDDDDD,,,,,,,,170.2514,158.5809,145.7235,131.5584 -MSFT,285,UUDDDDDDDD,,,,,,,,,183.5336,173.2139,161.8447 -MSFT,285,UDDDDDDDDD,,,,,,,,,,195.2783,186.1532 +MSFT,285,UUUUUUUUUU,48.5669,34.3677,21.8829,11.8988,4.9878,1.2336,0.0,0.0,0.0,0.0,0.0 +MSFT,285,UUUUUUUUUD,,64.0566,47.9131,32.6653,19.3334,9.0134,2.5527,0.0,0.0,0.0,0.0 +MSFT,285,UUUUUUUUDD,,,81.746,64.5091,47.0939,30.4494,15.9447,5.2825,0.0,0.0,0.0 +MSFT,285,UUUUUUUDDD,,,,100.7525,83.5512,65.1637,46.1018,27.3934,10.9313,0.0,0.0 +MSFT,285,UUUUUUDDDD,,,,,119.8904,103.7939,85.9579,66.3515,45.0944,22.6207,0.0 +MSFT,285,UUUUUDDDDD,,,,,,138.0271,123.6319,107.5147,89.4841,69.3279,46.81 +MSFT,285,UUUUDDDDDD,,,,,,,154.5211,141.8239,127.5922,111.6553,93.824 +MSFT,285,UUUDDDDDDD,,,,,,,,169.3612,158.1784,145.6281,131.5584 +MSFT,285,UUDDDDDDDD,,,,,,,,,182.7276,172.8954,161.8447 +MSFT,285,UDDDDDDDDD,,,,,,,,,,194.7807,186.1532 MSFT,285,DDDDDDDDDD,,,,,,,,,,,205.6636 -MSFT,290,UUUUUUUUUU,48.091,33.6878,21.2286,11.4221,4.7377,1.1595,0.0,0.0,0.0,0.0,0.0 -MSFT,290,UUUUUUUUUD,,64.4833,47.8676,32.3893,19.0296,8.8099,2.4792,0.0,0.0,0.0,0.0 -MSFT,290,UUUUUUUUDD,,,83.3935,65.4834,47.5938,30.6606,16.0149,5.3007,0.0,0.0,0.0 -MSFT,290,UUUUUUUDDD,,,,103.7769,85.8435,66.8654,47.3289,28.2087,11.3334,0.0,0.0 -MSFT,290,UUUUUUDDDD,,,,,124.1868,107.4423,89.0999,69.0894,47.4146,24.2318,0.0 -MSFT,290,UUUUUDDDDD,,,,,,143.2436,128.3177,111.8738,93.7575,73.7987,51.81 -MSFT,290,UUUUDDDDDD,,,,,,,160.2306,147.0324,132.4919,116.4726,98.824 -MSFT,290,UUUDDDDDDD,,,,,,,,175.2514,163.5809,150.7235,136.5584 -MSFT,290,UUDDDDDDDD,,,,,,,,,188.5336,178.2139,166.8447 -MSFT,290,UDDDDDDDDD,,,,,,,,,,200.2783,191.1532 +MSFT,290,UUUUUUUUUU,51.3754,36.5992,23.4852,12.8846,5.4566,1.3654,0.0,0.0,0.0,0.0,0.0 +MSFT,290,UUUUUUUUUD,,67.5022,50.8317,34.9355,20.8763,9.8438,2.8254,0.0,0.0,0.0,0.0 +MSFT,290,UUUUUUUUDD,,,85.7812,68.1412,50.1555,32.7616,17.374,5.8467,0.0,0.0,0.0 +MSFT,290,UUUUUUUDDD,,,,105.2511,87.8206,69.0473,49.3709,29.7527,12.0989,0.0,0.0 +MSFT,290,UUUUUUDDDD,,,,,124.6722,108.5106,90.5276,70.6143,48.7384,25.0369,0.0 +MSFT,290,UUUUUDDDDD,,,,,,142.9204,128.5464,112.4504,94.4412,74.3064,51.81 +MSFT,290,UUUUDDDDDD,,,,,,,159.4356,146.7597,132.5492,116.6338,98.824 +MSFT,290,UUUDDDDDDD,,,,,,,,174.2969,163.1355,150.6066,136.5584 +MSFT,290,UUDDDDDDDD,,,,,,,,,187.6846,177.8739,166.8447 +MSFT,290,UDDDDDDDDD,,,,,,,,,,199.7591,191.1532 MSFT,290,DDDDDDDDDD,,,,,,,,,,,210.6636 diff --git a/tests/options/csv/test_options_controller/test_get_binomial_model_2.csv b/tests/options/csv/test_options_controller/test_get_binomial_model_2.csv index 687ce51e..5f1b2e7a 100644 --- a/tests/options/csv/test_options_controller/test_get_binomial_model_2.csv +++ b/tests/options/csv/test_options_controller/test_get_binomial_model_2.csv @@ -1,394 +1,394 @@ Ticker,Strike Price,Movement,2022-12-30,2023-02-04,2023-03-13,2023-04-18,2023-05-25,2023-06-30,2023-08-06,2023-09-11,2023-10-18,2023-11-23,2023-12-30 -AAPL,95,UUUUUUUUUU,65.7169,77.2023,91.6894,109.3963,130.3491,154.4013,181.3675,211.2494,244.3622,281.0553,321.7158 -AAPL,95,UUUUUUUUUD,,52.6499,60.7203,71.5444,85.5584,102.985,123.722,147.371,173.5771,202.6166,234.796 -AAPL,95,UUUUUUUUDD,,,43.4683,48.4059,55.6007,65.7321,79.3926,96.8166,117.5565,140.5389,166.0062 -AAPL,95,UUUUUUUDDD,,,,37.8508,40.2204,44.0742,50.1906,59.5695,73.2208,91.4095,111.5648 -AAPL,95,UUUUUUDDDD,,,,,35.1549,35.8359,37.1157,39.5202,44.0383,52.5277,68.4789 +AAPL,95,UUUUUUUUUU,59.368,70.0553,83.8909,101.2009,122.097,146.4706,174.1294,205.0749,239.6923,278.4123,321.7158 +AAPL,95,UUUUUUUUUD,,48.5202,55.9511,66.2114,79.8582,97.2387,118.3324,142.739,170.0513,200.6101,234.796 +AAPL,95,UUUUUUUUDD,,,41.0422,45.5274,52.2741,62.0678,75.6502,93.4053,114.9363,139.0362,166.0062 +AAPL,95,UUUUUUUDDD,,,,36.6336,38.7511,42.3143,48.1619,57.4234,71.3173,90.3055,111.5648 +AAPL,95,UUUUUUDDDD,,,,,34.7062,35.3034,36.4665,38.732,43.1446,51.7392,68.4789 AAPL,95,UUUUUDDDDD,,,,,,34.38,34.38,34.38,34.38,34.38,34.38 AAPL,95,UUUUDDDDDD,,,,,,,34.38,34.38,34.38,34.38,7.3935 AAPL,95,UUUDDDDDDD,,,,,,,,34.38,34.38,34.38,0.0 AAPL,95,UUDDDDDDDD,,,,,,,,,34.38,34.38,0.0 AAPL,95,UDDDDDDDDD,,,,,,,,,,34.38,0.0 AAPL,95,DDDDDDDDDD,,,,,,,,,,,0.0 -AAPL,100,UUUUUUUUUU,60.7169,72.2023,86.6894,104.3963,125.3491,149.4013,176.3675,206.2494,239.3622,276.0553,316.7158 -AAPL,100,UUUUUUUUUD,,47.6499,55.7203,66.5444,80.5584,97.985,118.722,142.371,168.5771,197.6166,229.796 -AAPL,100,UUUUUUUUDD,,,38.4683,43.4059,50.6007,60.7321,74.3926,91.8166,112.5565,135.5389,161.0062 -AAPL,100,UUUUUUUDDD,,,,32.8508,35.2204,39.0742,45.1906,54.5695,68.2208,86.4095,106.5648 -AAPL,100,UUUUUUDDDD,,,,,30.1549,30.8359,32.1157,34.5202,39.0383,47.5277,63.4789 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AAPL,105,UDDDDDDDDD,,,,,,,,,,24.38,0.0 AAPL,105,DDDDDDDDDD,,,,,,,,,,,0.0 -AAPL,110,UUUUUUUUUU,50.7169,62.2023,76.6894,94.3963,115.3491,139.4013,166.3675,196.2494,229.3622,266.0553,306.7158 -AAPL,110,UUUUUUUUUD,,37.6499,45.7203,56.5444,70.5584,87.985,108.722,132.371,158.5771,187.6166,219.796 -AAPL,110,UUUUUUUUDD,,,28.4683,33.4059,40.6007,50.7321,64.3926,81.8166,102.5565,125.5389,151.0062 -AAPL,110,UUUUUUUDDD,,,,22.8508,25.2204,29.0742,35.1906,44.5695,58.2208,76.4095,96.5648 -AAPL,110,UUUUUUDDDD,,,,,20.1549,20.8359,22.1157,24.5202,29.0383,37.5277,53.4789 +AAPL,110,UUUUUUUUUU,44.9314,55.5853,69.3791,86.6391,107.4784,131.7905,159.3859,190.2676,224.8211,263.4768,306.7158 +AAPL,110,UUUUUUUUUD,,33.9904,41.3965,51.6234,65.2271,82.555,103.5888,127.9318,155.1801,185.6747,219.796 +AAPL,110,UUUUUUUUDD,,,26.4093,30.8785,37.6018,47.3621,60.8994,78.5981,100.0651,124.1007,151.0062 +AAPL,110,UUUUUUUDDD,,,,21.887,23.9966,27.5467,33.373,42.6012,56.4461,75.37,96.5648 +AAPL,110,UUUUUUDDDD,,,,,19.8364,20.4312,21.5899,23.8467,28.2423,36.8037,53.4789 AAPL,110,UUUUUDDDDD,,,,,,19.38,19.38,19.38,19.38,19.38,19.38 AAPL,110,UUUUDDDDDD,,,,,,,19.38,19.38,19.38,19.38,0.0 AAPL,110,UUUDDDDDDD,,,,,,,,19.38,19.38,19.38,0.0 AAPL,110,UUDDDDDDDD,,,,,,,,,19.38,19.38,0.0 AAPL,110,UDDDDDDDDD,,,,,,,,,,19.38,0.0 AAPL,110,DDDDDDDDDD,,,,,,,,,,,0.0 -AAPL,115,UUUUUUUUUU,45.7169,57.2023,71.6894,89.3963,110.3491,134.4013,161.3675,191.2494,224.3622,261.0553,301.7158 -AAPL,115,UUUUUUUUUD,,32.6499,40.7203,51.5444,65.5584,82.985,103.722,127.371,153.5771,182.6166,214.796 -AAPL,115,UUUUUUUUDD,,,23.4683,28.4059,35.6007,45.7321,59.3926,76.8166,97.5565,120.5389,146.0062 -AAPL,115,UUUUUUUDDD,,,,17.8508,20.2204,24.0742,30.1906,39.5695,53.2208,71.4095,91.5648 -AAPL,115,UUUUUUDDDD,,,,,15.1549,15.8359,17.1157,19.5202,24.0383,32.5277,48.4789 +AAPL,115,UUUUUUUUUU,40.1192,50.7619,64.5418,81.7852,102.6055,126.8971,154.4714,185.3319,219.864,258.4984,301.7158 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AAPL,125,UUUUUDDDDD,,,,,,4.38,4.38,4.38,4.38,4.38,4.38 AAPL,125,UUUUDDDDDD,,,,,,,4.38,4.38,4.38,4.38,0.0 AAPL,125,UUUDDDDDDD,,,,,,,,4.38,4.38,4.38,0.0 AAPL,125,UUDDDDDDDD,,,,,,,,,4.38,4.38,0.0 AAPL,125,UDDDDDDDDD,,,,,,,,,,4.38,0.0 AAPL,125,DDDDDDDDDD,,,,,,,,,,,0.0 -AAPL,130,UUUUUUUUUU,31.0527,42.4634,56.8726,74.5062,95.4,119.4152,146.3675,176.2494,209.3622,246.0553,286.7158 -AAPL,130,UUUUUUUUUD,,18.0708,26.0702,36.8109,50.7353,68.0779,88.7517,112.371,138.5771,167.6166,199.796 -AAPL,130,UUUUUUUUDD,,,8.9699,13.8506,20.969,31.0048,44.5574,61.88,82.5565,105.5389,131.0062 -AAPL,130,UUUUUUUDDD,,,,3.4171,5.752,9.5514,15.5859,24.8495,38.3565,56.4095,76.5648 -AAPL,130,UUUUUUDDDD,,,,,0.7608,1.4295,2.6859,5.0468,9.4827,17.8177,33.4789 +AAPL,130,UUUUUUUUUU,26.0323,36.5689,50.2283,67.3451,88.0445,112.2332,139.7278,170.5246,204.9928,243.5629,286.7158 +AAPL,130,UUUUUUUUUD,,15.0476,22.3536,32.4543,45.9098,63.0793,83.9643,108.1888,135.3518,165.7607,199.796 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-MSFT,210,UUUUUUUDDD,,,,34.145,38.2067,44.8086,55.2788,71.3182,94.6305,125.6129,159.7463 -MSFT,210,UUUUUUDDDD,,,,,29.5224,30.6931,32.8925,37.0243,44.7867,59.3695,86.7657 +MSFT,210,UUUUUUUUUU,71.4844,89.4702,112.7366,141.8022,176.8039,217.4852,263.4334,314.5636,371.4499,434.7301,505.1126 +MSFT,210,UUUUUUUUUD,,53.0479,65.5939,82.9178,105.9472,135.2375,170.6956,211.5577,257.039,307.6514,363.9634 +MSFT,210,UUUUUUUUDD,,,40.2158,47.8068,59.2345,75.8297,98.84,128.8832,165.2106,205.6556,250.6744 +MSFT,210,UUUUUUUDDD,,,,32.524,36.1139,42.1635,52.1035,67.8608,91.5073,123.7917,159.7463 +MSFT,210,UUUUUUDDDD,,,,,29.0066,30.0202,31.998,35.8576,43.3891,58.0861,86.7657 MSFT,210,UUUUUDDDDD,,,,,,28.19,28.19,28.19,28.19,28.19,28.19 MSFT,210,UUUUDDDDDD,,,,,,,28.19,28.19,28.19,28.19,0.0 MSFT,210,UUUDDDDDDD,,,,,,,,28.19,28.19,28.19,0.0 MSFT,210,UUDDDDDDDD,,,,,,,,,28.19,28.19,0.0 MSFT,210,UDDDDDDDDD,,,,,,,,,,28.19,0.0 MSFT,210,DDDDDDDDDD,,,,,,,,,,,0.0 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MSFT,215,UUUUUDDDDD,,,,,,23.19,23.19,23.19,23.19,23.19,23.19 MSFT,215,UUUUDDDDDD,,,,,,,23.19,23.19,23.19,23.19,0.0 MSFT,215,UUUDDDDDDD,,,,,,,,23.19,23.19,23.19,0.0 MSFT,215,UUDDDDDDDD,,,,,,,,,23.19,23.19,0.0 MSFT,215,UDDDDDDDDD,,,,,,,,,,23.19,0.0 MSFT,215,DDDDDDDDDD,,,,,,,,,,,0.0 -MSFT,220,UUUUUUUUUU,71.5075,90.9572,115.4319,145.2576,180.421,220.6036,265.4151,314.7842,369.1744,429.0963,495.1126 -MSFT,220,UUUUUUUUUD,,49.3717,63.1027,81.4873,105.2383,134.6893,169.6038,209.2284,252.883,300.9775,353.9634 -MSFT,220,UUUUUUUUDD,,,33.7445,42.1793,54.4564,71.7203,94.9533,124.5071,159.5452,198.1468,240.6744 -MSFT,220,UUUUUUUDDD,,,,24.145,28.2067,34.8086,45.2788,61.3182,84.6305,115.6129,149.7463 -MSFT,220,UUUUUUDDDD,,,,,19.5224,20.6931,22.8925,27.0243,34.7867,49.3695,76.7657 +MSFT,220,UUUUUUUUUU,61.8598,79.8233,103.062,132.0943,167.0581,207.6984,253.6044,304.6921,361.5358,424.7732,495.1126 +MSFT,220,UUUUUUUUUD,,43.3611,55.8906,73.1923,96.1931,125.4484,160.8666,201.6862,247.1249,297.6944,353.9634 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MSFT,230,UUUDDDDDDD,,,,,,,,8.19,8.19,8.19,0.0 MSFT,230,UUDDDDDDDD,,,,,,,,,8.19,8.19,0.0 MSFT,230,UDDDDDDDDD,,,,,,,,,,8.19,0.0 MSFT,230,DDDDDDDDDD,,,,,,,,,,,0.0 -MSFT,235,UUUUUUUUUU,56.5075,75.9572,100.4319,130.2576,165.421,205.6036,250.4151,299.7842,354.1744,414.0963,480.1126 -MSFT,235,UUUUUUUUUD,,34.3717,48.1027,66.4873,90.2383,119.6893,154.6038,194.2284,237.883,285.9775,338.9634 -MSFT,235,UUUUUUUUDD,,,18.7445,27.1793,39.4564,56.7203,79.9533,109.5071,144.5452,183.1468,225.6744 -MSFT,235,UUUUUUUDDD,,,,9.145,13.2067,19.8086,30.2788,46.3182,69.6305,100.6129,134.7463 -MSFT,235,UUUUUUDDDD,,,,,4.5224,5.6931,7.8925,12.0243,19.7867,34.3695,61.7657 +MSFT,235,UUUUUUUUUU,47.4227,65.353,88.55,117.5325,152.4394,193.0183,238.8608,289.8849,346.6646,409.8377,480.1126 +MSFT,235,UUUUUUUUUD,,28.8308,41.3357,58.6041,81.5619,110.7648,146.1231,186.879,232.2537,282.759,338.9634 +MSFT,235,UUUUUUUUDD,,,15.8267,23.3915,34.7802,51.3199,74.2553,104.2044,140.4252,180.7631,225.6744 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MSFT,270,UUUUUDDDDD,,,,,,0.0,0.0,0.0,0.0,0.0,0.0 MSFT,270,UUUUDDDDDD,,,,,,,0.0,0.0,0.0,0.0,0.0 MSFT,270,UUUDDDDDDD,,,,,,,,0.0,0.0,0.0,0.0 MSFT,270,UUDDDDDDDD,,,,,,,,,0.0,0.0,0.0 MSFT,270,UDDDDDDDDD,,,,,,,,,,0.0,0.0 MSFT,270,DDDDDDDDDD,,,,,,,,,,,0.0 -MSFT,275,UUUUUUUUUU,36.4389,51.453,71.2982,96.7753,128.4374,166.4274,210.4151,259.7842,314.1744,374.0963,440.1126 -MSFT,275,UUUUUUUUUD,,19.3514,28.8673,42.3028,60.7407,85.201,116.3652,154.2284,197.883,245.9775,298.9634 -MSFT,275,UUUUUUUUDD,,,8.5213,13.5765,21.3186,32.9025,49.7333,73.2732,104.5452,143.1468,185.6744 -MSFT,275,UUUUUUUDDD,,,,2.7681,4.7652,8.135,13.7475,22.9426,37.6826,60.6129,94.7463 -MSFT,275,UUUUUUDDDD,,,,,0.4951,0.9301,1.7473,3.2827,6.167,11.5858,21.7657 +MSFT,275,UUUUUUUUUU,29.7725,43.2944,61.6974,85.9777,116.9119,154.8413,199.5447,250.3989,307.008,370.0098,440.1126 +MSFT,275,UUUUUUUUUD,,15.6982,24.1645,36.4988,53.9391,77.7306,108.8143,147.393,192.5971,242.931,298.9634 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-MSFT,285,UUUUUUUUDD,,,6.6106,10.7477,17.2578,27.2987,42.3901,64.2963,94.5452,133.1468,175.6744 -MSFT,285,UUUUUUUDDD,,,,1.9023,3.3386,5.8303,10.1232,17.4588,29.8701,50.6129,84.7463 -MSFT,285,UUUUUUDDDD,,,,,0.2676,0.5028,0.9445,1.7745,3.3337,6.2628,11.7657 +MSFT,285,UUUUUUUUUU,25.8116,38.1379,55.2409,78.2467,108.1049,145.3181,189.7156,240.5274,297.0938,360.0528,430.1126 +MSFT,285,UUUUUUUUUD,,12.97,20.3406,31.3363,47.2803,69.6047,99.5306,137.5215,182.6829,232.9741,288.9634 +MSFT,285,UUUUUUUUDD,,,5.2694,8.8613,14.7076,24.0274,38.4895,60.1294,90.8545,130.9782,175.6744 +MSFT,285,UUUUUUUDDD,,,,1.5073,2.7404,4.9555,8.905,15.8841,28.0825,49.1143,84.7463 +MSFT,285,UUUUUUDDDD,,,,,0.2131,0.4158,0.8114,1.5834,3.0898,6.0294,11.7657 MSFT,285,UUUUUDDDDD,,,,,,0.0,0.0,0.0,0.0,0.0,0.0 MSFT,285,UUUUDDDDDD,,,,,,,0.0,0.0,0.0,0.0,0.0 MSFT,285,UUUDDDDDDD,,,,,,,,0.0,0.0,0.0,0.0 MSFT,285,UUDDDDDDDD,,,,,,,,,0.0,0.0,0.0 MSFT,285,UDDDDDDDDD,,,,,,,,,,0.0,0.0 MSFT,285,DDDDDDDDDD,,,,,,,,,,,0.0 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MSFT,290,UUUUDDDDDD,,,,,,,0.0,0.0,0.0,0.0,0.0 MSFT,290,UUUDDDDDDD,,,,,,,,0.0,0.0,0.0,0.0 diff --git a/tests/options/csv/test_options_controller/test_get_black_scholes_model.csv b/tests/options/csv/test_options_controller/test_get_black_scholes_model.csv index 1a5f6123..7d2ff843 100644 --- a/tests/options/csv/test_options_controller/test_get_black_scholes_model.csv +++ b/tests/options/csv/test_options_controller/test_get_black_scholes_model.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,34.3775,34.375,34.3725,34.37,34.3675,34.365,34.3625,34.3601,34.3576,34.3551,34.3526,34.3501,34.3476,34.3451,34.3426,34.3402,34.3377,34.3353,34.3329,34.3306,34.3283,34.326,34.3239,34.3218,34.3198,34.3179,34.3161,34.3144,34.3128 -AAPL,100,29.3775,29.375,29.3725,29.37,29.3675,29.365,29.3625,29.3601,29.3576,29.3551,29.3526,29.3502,29.3478,29.3455,29.3433,29.3411,29.3392,29.3374,29.3357,29.3343,29.3331,29.3322,29.3316,29.3312,29.3311,29.3314,29.332,29.3329,29.3341 -AAPL,105,24.3775,24.375,24.3725,24.37,24.3675,24.365,24.3626,24.3602,24.3578,24.3557,24.3537,24.3521,24.3508,24.35,24.3497,24.3499,24.3507,24.3522,24.3543,24.357,24.3604,24.3645,24.3692,24.3747,24.3808,24.3875,24.3949,24.4029,24.4115 -AAPL,110,19.3775,19.375,19.3725,19.37,19.3676,19.3655,19.3638,19.3629,19.363,19.3643,19.3668,19.3708,19.3762,19.3831,19.3915,19.4012,19.4124,19.4248,19.4386,19.4535,19.4695,19.4866,19.5048,19.5238,19.5438,19.5646,19.5861,19.6084,19.6314 -AAPL,115,14.3775,14.375,14.3727,14.3716,14.3728,14.3773,14.3856,14.3978,14.4137,14.4331,14.4557,14.4812,14.5093,14.5396,14.5719,14.6059,14.6415,14.6785,14.7166,14.7558,14.7958,14.8367,14.8783,14.9204,14.9631,15.0062,15.0496,15.0934,15.1375 -AAPL,120,9.3775,9.3781,9.3906,9.4178,9.4578,9.5074,9.5642,9.6262,9.692,9.7604,9.8307,9.9023,9.9747,10.0476,10.1207,10.1939,10.2669,10.3398,10.4123,10.4844,10.5561,10.6272,10.6979,10.7681,10.8377,10.9067,10.9752,11.0431,11.1105 -AAPL,125,4.4147,4.5488,4.711,4.8759,5.037,5.1923,5.3417,5.4852,5.6234,5.7567,5.8854,6.01,6.1308,6.248,6.3621,6.4731,6.5814,6.687,6.7902,6.8912,6.99,7.0868,7.1817,7.2748,7.3662,7.456,7.5443,7.6311,7.7165 -AAPL,130,0.721,1.1259,1.4391,1.7039,1.9375,2.1488,2.3432,2.5241,2.694,2.8547,3.0076,3.1535,3.2935,3.4282,3.5581,3.6837,3.8055,3.9236,4.0385,4.1504,4.2594,4.3659,4.4699,4.5717,4.6714,4.769,4.8648,4.9588,5.0511 -AAPL,135,0.0126,0.0936,0.2151,0.351,0.4909,0.6304,0.7676,0.9018,1.0327,1.1602,1.2844,1.4054,1.5234,1.6385,1.7509,1.8608,1.9683,2.0734,2.1765,2.2775,2.3765,2.4737,2.5692,2.6631,2.7553,2.8461,2.9354,3.0233,3.1099 -AAPL,140,0.0,0.0021,0.0141,0.0398,0.0782,0.1267,0.1831,0.2453,0.3119,0.3816,0.4537,0.5275,0.6025,0.6782,0.7545,0.8309,0.9075,0.984,1.0603,1.1363,1.212,1.2872,1.3621,1.4365,1.5103,1.5837,1.6565,1.7288,1.8005 -AAPL,145,0.0,0.0,0.0004,0.0025,0.0078,0.0174,0.0317,0.0506,0.074,0.1014,0.1325,0.1667,0.2037,0.2431,0.2847,0.3282,0.3732,0.4196,0.4672,0.5159,0.5654,0.6158,0.6667,0.7182,0.7702,0.8226,0.8753,0.9282,0.9814 -AAPL,150,0.0,0.0,0.0,0.0001,0.0005,0.0016,0.004,0.008,0.0139,0.0219,0.0321,0.0445,0.0591,0.0758,0.0945,0.115,0.1373,0.1613,0.1868,0.2138,0.242,0.2715,0.3021,0.3337,0.3663,0.3997,0.434,0.469,0.5046 -AAPL,155,0.0,0.0,0.0,0.0,0.0,0.0001,0.0004,0.001,0.0021,0.0039,0.0065,0.0101,0.0148,0.0207,0.0277,0.036,0.0455,0.0562,0.0681,0.0812,0.0954,0.1107,0.1272,0.1446,0.163,0.1823,0.2025,0.2236,0.2455 -MSFT,180,58.183,58.1761,58.1691,58.1622,58.1552,58.1483,58.1413,58.1343,58.1274,58.1204,58.1135,58.1065,58.0996,58.0927,58.0858,58.0789,58.0721,58.0653,58.0587,58.0521,58.0457,58.0394,58.0333,58.0274,58.0217,58.0162,58.011,58.006,58.0013 -MSFT,185,53.183,53.1761,53.1691,53.1622,53.1552,53.1483,53.1413,53.1343,53.1274,53.1204,53.1135,53.1066,53.0997,53.093,53.0863,53.0797,53.0733,53.0671,53.0611,53.0555,53.0501,53.045,53.0403,53.036,53.0322,53.0287,53.0258,53.0233,53.0213 -MSFT,190,48.183,48.1761,48.1691,48.1622,48.1552,48.1483,48.1413,48.1343,48.1274,48.1205,48.1137,48.1071,48.1006,48.0943,48.0884,48.0828,48.0777,48.073,48.0689,48.0654,48.0625,48.0602,48.0587,48.0579,48.0578,48.0584,48.0598,48.062,48.0649 -MSFT,195,43.183,43.1761,43.1691,43.1622,43.1552,43.1483,43.1413,43.1345,43.1277,43.1212,43.1151,43.1093,43.1042,43.0997,43.096,43.0931,43.0912,43.0903,43.0904,43.0916,43.0939,43.0974,43.1019,43.1075,43.1143,43.1221,43.1311,43.1411,43.1521 -MSFT,200,38.183,38.1761,38.1691,38.1622,38.1552,38.1484,38.1417,38.1353,38.1296,38.1247,38.1208,38.1182,38.117,38.1172,38.1191,38.1226,38.1278,38.1347,38.1433,38.1535,38.1654,38.1788,38.1938,38.2103,38.2282,38.2475,38.2681,38.29,38.3131 -MSFT,205,33.183,33.1761,33.1691,33.1622,33.1555,33.1492,33.144,33.1403,33.1384,33.1389,33.1418,33.1473,33.1556,33.1665,33.1801,33.1962,33.2149,33.2359,33.2591,33.2845,33.3119,33.3412,33.3722,33.405,33.4392,33.475,33.512,33.5504,33.5899 -MSFT,210,28.183,28.1761,28.1692,28.1627,28.1577,28.1553,28.1565,28.1618,28.1717,28.1862,28.2052,28.2285,28.2558,28.2869,28.3214,28.3591,28.3997,28.4429,28.4885,28.5363,28.586,28.6375,28.6906,28.7451,28.8009,28.858,28.916,28.9751,29.035 -MSFT,215,23.183,23.1761,23.1702,23.1682,23.1729,23.1858,23.2073,23.2371,23.2743,23.3183,23.3681,23.423,23.4823,23.5455,23.6119,23.6811,23.7527,23.8264,23.9018,23.9787,24.0568,24.136,24.2161,24.297,24.3784,24.4604,24.5427,24.6254,24.7083 -MSFT,220,18.183,18.1777,18.1828,18.2053,18.2458,18.302,18.3709,18.45,18.5369,18.6299,18.7276,18.8289,18.933,19.0391,19.1468,19.2555,19.365,19.4749,19.5851,19.6953,19.8054,19.9152,20.0248,20.134,20.2427,20.3508,20.4584,20.5655,20.6719 -MSFT,225,13.1841,13.2043,13.272,13.3761,13.5032,13.6443,13.7937,13.9479,14.1045,14.262,14.4195,14.5762,14.7318,14.8859,15.0383,15.189,15.3379,15.4848,15.6299,15.7731,15.9145,16.054,16.1917,16.3277,16.462,16.5946,16.7256,16.855,16.9829 -MSFT,230,8.2276,8.4185,8.6679,8.9301,9.1905,9.4444,9.6904,9.9282,10.158,10.3804,10.5957,10.8045,11.0073,11.2045,11.3964,11.5835,11.7661,11.9444,12.1188,12.2894,12.4564,12.6202,12.7808,12.9384,13.0932,13.2453,13.3949,13.542,13.6868 -MSFT,235,3.7582,4.3401,4.8239,5.2449,5.6221,5.9666,6.2856,6.584,6.8653,7.132,7.3862,7.6295,7.8632,8.0882,8.3055,8.5158,8.7197,8.9178,9.1105,9.2982,9.4814,9.6602,9.835,10.0061,10.1736,10.3378,10.4988,10.6569,10.8122 -MSFT,240,0.9764,1.6496,2.1789,2.6292,3.0278,3.389,3.7217,4.0316,4.3229,4.5985,4.8607,5.1112,5.3514,5.5826,5.8055,6.0212,6.2301,6.4329,6.6301,6.8221,7.0093,7.192,7.3706,7.5452,7.7162,7.8838,8.0481,8.2093,8.3676 -MSFT,245,0.1146,0.4285,0.7685,1.0987,1.4127,1.7108,1.994,2.2641,2.5224,2.7702,3.0086,3.2385,3.4607,3.676,3.8848,4.0878,4.2853,4.4778,4.6656,4.849,5.0283,5.2039,5.3758,5.5443,5.7096,5.8718,6.0312,6.1878,6.3419 -MSFT,250,0.0053,0.0726,0.2065,0.3768,0.5651,0.7616,0.9611,1.1608,1.3589,1.5546,1.7473,1.9369,2.1231,2.306,2.4855,2.6619,2.8351,3.0053,3.1725,3.337,3.4987,3.6578,3.8144,3.9686,4.1204,4.2701,4.4176,4.563,4.7064 -MSFT,255,0.0001,0.0079,0.0417,0.1052,0.1927,0.2978,0.4155,0.542,0.6746,0.8114,0.951,1.0922,1.2345,1.3771,1.5196,1.6618,1.8034,1.9442,2.0841,2.2229,2.3607,2.4973,2.6327,2.767,2.9,3.0318,3.1624,3.2918,3.42 -MSFT,260,0.0,0.0005,0.0063,0.0239,0.0559,0.1021,0.1609,0.2303,0.3084,0.3937,0.4849,0.5807,0.6802,0.7828,0.8877,0.9946,1.1029,1.2124,1.3226,1.4335,1.5448,1.6563,1.7678,1.8794,1.9908,2.1021,2.213,2.3237,2.4339 -MSFT,265,0.0,0.0,0.0007,0.0044,0.0138,0.0307,0.0559,0.0891,0.1299,0.1777,0.2317,0.2911,0.3553,0.4237,0.4957,0.5709,0.6488,0.729,0.8112,0.8952,0.9807,1.0674,1.1552,1.244,1.3335,1.4236,1.5143,1.6054,1.6968 -MSFT,270,0.0,0.0,0.0001,0.0007,0.0029,0.0081,0.0174,0.0314,0.0505,0.0747,0.1039,0.1378,0.1761,0.2186,0.2648,0.3145,0.3673,0.4229,0.4811,0.5417,0.6043,0.6688,0.735,0.8028,0.8719,0.9422,1.0136,1.086,1.1593 -MSFT,275,0.0,0.0,0.0,0.0001,0.0005,0.0019,0.0049,0.0101,0.0181,0.0293,0.0437,0.0616,0.0829,0.1076,0.1354,0.1664,0.2003,0.2369,0.2761,0.3178,0.3617,0.4077,0.4556,0.5053,0.5567,0.6097,0.664,0.7197,0.7766 -MSFT,280,0.0,0.0,0.0,0.0,0.0001,0.0004,0.0012,0.003,0.006,0.0107,0.0173,0.0261,0.0371,0.0506,0.0664,0.0847,0.1053,0.1283,0.1535,0.1809,0.2104,0.2419,0.2753,0.3105,0.3474,0.386,0.426,0.4675,0.5104 -MSFT,285,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0008,0.0019,0.0037,0.0065,0.0105,0.0159,0.0227,0.0313,0.0415,0.0534,0.0672,0.0827,0.1,0.1191,0.1399,0.1623,0.1864,0.212,0.2392,0.2678,0.2978,0.3292 -MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0005,0.0012,0.0023,0.004,0.0065,0.0098,0.0141,0.0196,0.0262,0.0341,0.0433,0.0538,0.0656,0.0789,0.0934,0.1094,0.1266,0.1452,0.1651,0.1862,0.2085 +AAPL,95,34.3876,34.3952,34.4028,34.4104,34.418,34.4256,34.4332,34.4408,34.4484,34.456,34.4636,34.4712,34.4788,34.4864,34.494,34.5016,34.5092,34.5169,34.5246,34.5323,34.5401,34.5479,34.5557,34.5637,34.5717,34.5798,34.588,34.5963,34.6047 +AAPL,100,29.3881,29.3963,29.4044,29.4125,29.4207,29.4288,29.4369,29.4451,29.4532,29.4613,29.4695,29.4777,29.4859,29.4942,29.5025,29.511,29.5196,29.5283,29.5372,29.5463,29.5557,29.5652,29.575,29.585,29.5954,29.606,29.6169,29.6281,29.6396 +AAPL,105,24.3887,24.3973,24.406,24.4147,24.4233,24.432,24.4407,24.4494,24.4582,24.4672,24.4764,24.4858,24.4956,24.5058,24.5165,24.5277,24.5394,24.5517,24.5646,24.578,24.5921,24.6068,24.6222,24.6381,24.6547,24.6718,24.6895,24.7078,24.7266 +AAPL,110,19.3892,19.3984,19.4076,19.4168,19.4261,19.4356,19.4456,19.4563,19.4679,19.4806,19.4946,19.5099,19.5265,19.5445,19.5639,19.5845,19.6065,19.6296,19.654,19.6794,19.7059,19.7333,19.7617,19.7909,19.8209,19.8516,19.8831,19.9152,19.9479 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+MSFT,235,3.7774,4.3748,4.8734,5.3087,5.6999,6.0582,6.3909,6.7029,6.9975,7.2776,7.5451,7.8015,8.0483,8.2864,8.5167,8.7399,8.9567,9.1677,9.3732,9.5738,9.7696,9.9612,10.1487,10.3324,10.5126,10.6894,10.863,11.0336,11.2014 +MSFT,240,0.9849,1.669,2.2095,2.6712,3.0813,3.454,3.7984,4.12,4.4229,4.7102,4.9841,5.2463,5.4982,5.7411,5.9758,6.2032,6.4238,6.6384,6.8473,7.051,7.2499,7.4444,7.6347,7.8211,8.0038,8.183,8.359,8.5319,8.702 +MSFT,245,0.1162,0.4355,0.7827,1.121,1.4438,1.751,2.0436,2.3233,2.5914,2.8492,3.0976,3.3377,3.5702,3.7958,4.015,4.2284,4.4364,4.6395,4.8379,5.0319,5.2219,5.4081,5.5907,5.77,5.946,6.1191,6.2892,6.4567,6.6215 +MSFT,250,0.0054,0.0741,0.2113,0.3863,0.5802,0.7831,0.9895,1.1965,1.4023,1.6059,1.8069,2.0049,2.1997,2.3914,2.5798,2.7652,2.9476,3.127,3.3036,3.4774,3.6486,3.8173,3.9835,4.1473,4.3089,4.4683,4.6256,4.7809,4.9342 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+MSFT,275,0.0,0.0,0.0,0.0001,0.0006,0.002,0.0052,0.0107,0.0192,0.031,0.0463,0.0653,0.088,0.1142,0.1439,0.1769,0.2131,0.2522,0.2942,0.3387,0.3858,0.4351,0.4866,0.54,0.5953,0.6522,0.7108,0.7709,0.8323 +MSFT,280,0.0,0.0,0.0,0.0,0.0001,0.0004,0.0013,0.0032,0.0064,0.0114,0.0185,0.0278,0.0396,0.0539,0.0709,0.0904,0.1126,0.1372,0.1643,0.1938,0.2255,0.2594,0.2954,0.3333,0.3732,0.4148,0.4581,0.503,0.5494 +MSFT,285,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0009,0.002,0.0039,0.0069,0.0112,0.017,0.0244,0.0335,0.0445,0.0574,0.0722,0.089,0.1076,0.1282,0.1507,0.175,0.201,0.2288,0.2582,0.2893,0.3219,0.356 +MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0006,0.0013,0.0025,0.0043,0.007,0.0106,0.0152,0.0211,0.0283,0.0368,0.0468,0.0581,0.071,0.0853,0.1012,0.1185,0.1373,0.1575,0.1791,0.2022,0.2265 diff --git a/tests/options/csv/test_options_controller/test_get_black_scholes_model_1.csv b/tests/options/csv/test_options_controller/test_get_black_scholes_model_1.csv index 397a5764..8e2a1dc2 100644 --- a/tests/options/csv/test_options_controller/test_get_black_scholes_model_1.csv +++ b/tests/options/csv/test_options_controller/test_get_black_scholes_model_1.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0003,0.0004,0.0006,0.0009,0.0012,0.0016,0.0021,0.0027,0.0034,0.0042,0.0051 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0004,0.0007,0.001,0.0015,0.0022,0.0031,0.0042,0.0055,0.0071,0.0089,0.011,0.0135,0.0162,0.0193,0.0227,0.0264 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-AAPL,125,0.0371,0.1738,0.3384,0.5059,0.6695,0.8273,0.9791,1.1252,1.2659,1.4016,1.5328,1.6599,1.7832,1.9029,2.0195,2.133,2.2437,2.3519,2.4576,2.561,2.6623,2.7616,2.859,2.9546,3.0485,3.1408,3.2316,3.3209,3.4088 -AAPL,130,1.3435,1.7509,2.0666,2.3339,2.5699,2.7838,2.9806,3.164,3.3365,3.4997,3.655,3.8035,3.946,4.0831,4.2155,4.3436,4.4678,4.5885,4.7059,4.8202,4.9318,5.0407,5.1473,5.2515,5.3537,5.4538,5.5521,5.6486,5.7434 -AAPL,135,5.6351,5.7185,5.8425,5.981,6.1233,6.2653,6.405,6.5417,6.6751,6.8051,6.9318,7.0553,7.1758,7.2934,7.4083,7.5207,7.6306,7.7383,7.8438,7.9473,8.0489,8.1486,8.2466,8.3429,8.4376,8.5309,8.6227,8.7131,8.8022 -AAPL,140,10.6225,10.6271,10.6416,10.6698,10.7106,10.7617,10.8205,10.8852,10.9543,11.0266,11.1012,11.1774,11.2549,11.3331,11.4119,11.4908,11.5699,11.6488,11.7276,11.8061,11.8843,11.9621,12.0394,12.1163,12.1926,12.2685,12.3438,12.4186,12.4928 -AAPL,145,15.6225,15.625,15.6279,15.6324,15.6402,15.6523,15.6691,15.6906,15.7165,15.7464,15.7799,15.8166,15.8561,15.898,15.9421,15.988,16.0356,16.0845,16.1346,16.1858,16.2378,16.2906,16.344,16.398,16.4525,16.5074,16.5626,16.618,16.6737 -AAPL,150,20.6225,20.625,20.6275,20.6301,20.633,20.6366,20.6415,20.6479,20.6563,20.6668,20.6796,20.6945,20.7115,20.7307,20.7519,20.7749,20.7997,20.8262,20.8542,20.8836,20.9144,20.9463,20.9794,21.0135,21.0486,21.0845,21.1213,21.1588,21.1969 -AAPL,155,25.6225,25.625,25.6275,25.63,25.6325,25.6351,25.6378,25.6409,25.6445,25.6488,25.654,25.6601,25.6672,25.6756,25.6851,25.6959,25.7078,25.721,25.7355,25.751,25.7678,25.7856,25.8045,25.8244,25.8453,25.8671,25.8898,25.9134,25.9377 -MSFT,180,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0004,0.0006,0.0009,0.0013,0.0018,0.0025,0.0033,0.0043,0.0056,0.0071,0.0088,0.0108,0.013 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-MSFT,210,0.0,0.0,0.0001,0.0006,0.0025,0.007,0.0152,0.0275,0.0443,0.0658,0.0917,0.122,0.1563,0.1943,0.2358,0.2804,0.328,0.3781,0.4307,0.4854,0.5421,0.6005,0.6606,0.722,0.7848,0.8488,0.9139,0.9798,1.0467 -MSFT,215,0.0,0.0,0.0011,0.006,0.0177,0.0376,0.066,0.1027,0.1469,0.1978,0.2546,0.3165,0.3828,0.4529,0.5262,0.6024,0.681,0.7616,0.844,0.9278,1.0129,1.0991,1.1861,1.2739,1.3623,1.4512,1.5405,1.6302,1.72 -MSFT,220,0.0,0.0017,0.0137,0.0431,0.0906,0.1537,0.2297,0.3156,0.4095,0.5095,0.6141,0.7224,0.8335,0.9465,1.0611,1.1768,1.2933,1.4101,1.5273,1.6444,1.7615,1.8783,1.9948,2.1109,2.2266,2.3417,2.4563,2.5702,2.6836 -MSFT,225,0.001,0.0282,0.1029,0.214,0.348,0.4961,0.6525,0.8136,0.9771,1.1416,1.306,1.4697,1.6322,1.7933,1.9527,2.1103,2.2661,2.4201,2.5721,2.7223,2.8706,3.017,3.1617,3.3047,3.4459,3.5855,3.7234,3.8598,3.9946 -MSFT,230,0.0445,0.2424,0.4988,0.7679,1.0353,1.2962,1.5491,1.7939,2.0307,2.2599,2.4822,2.698,2.9077,3.1119,3.3108,3.5049,3.6944,3.8796,4.0609,4.2385,4.4125,4.5832,4.7508,4.9154,5.0771,5.2362,5.3927,5.5468,5.6985 -MSFT,235,0.5751,1.164,1.6547,2.0827,2.4668,2.8184,3.1443,3.4497,3.7379,4.0116,4.2728,4.523,4.7636,4.9956,5.2198,5.4371,5.648,5.853,6.0527,6.2474,6.4374,6.6232,6.805,6.983,7.1575,7.3287,7.4967,7.6617,7.8239 -MSFT,240,2.7933,3.4735,4.0098,4.4671,4.8726,5.2407,5.5804,5.8973,6.1956,6.4781,6.7472,7.0047,7.2519,7.49,7.7199,7.9425,8.1584,8.3681,8.5723,8.7712,8.9654,9.1551,9.3406,9.5222,9.7001,9.8747,10.0459,10.2141,10.3794 -MSFT,245,6.9316,7.2524,7.5994,7.9365,8.2575,8.5625,8.8527,9.1297,9.395,9.6498,9.8951,10.132,10.3612,10.5834,10.7992,11.0091,11.2136,11.413,11.6078,11.7981,11.9844,12.1669,12.3458,12.5212,12.6935,12.8627,13.029,13.1926,13.3536 -MSFT,250,11.8223,11.8965,12.0373,12.2146,12.4099,12.6134,12.8198,13.0264,13.2315,13.4342,13.6339,13.8303,14.0235,14.2134,14.3999,14.5832,14.7634,14.9405,15.1147,15.2861,15.4548,15.6208,15.7844,15.9455,16.1043,16.2609,16.4154,16.5677,16.7181 -MSFT,255,16.8171,16.8318,16.8726,16.943,17.0375,17.1495,17.2742,17.4076,17.5472,17.691,17.8375,17.9857,18.1349,18.2845,18.434,18.5831,18.7317,18.8794,19.0262,19.172,19.3168,19.4603,19.6027,19.7439,19.8839,20.0227,20.1602,20.2966,20.4317 -MSFT,260,21.817,21.8245,21.8372,21.8617,21.9007,21.9539,22.0196,22.096,22.1811,22.2733,22.3714,22.4741,22.5807,22.6902,22.8021,22.9159,23.0312,23.1476,23.2648,23.3826,23.5009,23.6193,23.7378,23.8564,23.9748,24.0929,24.2109,24.3284,24.4456 -MSFT,265,26.817,26.8239,26.8316,26.8422,26.8586,26.8825,26.9146,26.9548,27.0026,27.0573,27.1182,27.1846,27.2558,27.3311,27.4101,27.4922,27.577,27.6642,27.7534,27.8443,27.9368,28.0305,28.1252,28.2209,28.3174,28.4145,28.5121,28.6102,28.7086 -MSFT,270,31.817,31.8239,31.8309,31.8385,31.8477,31.8599,31.8761,31.8971,31.9231,31.9543,31.9904,32.0313,32.0766,32.126,32.1792,32.2358,32.2956,32.3582,32.4233,32.4908,32.5604,32.6319,32.705,32.7797,32.8558,32.9331,33.0114,33.0908,33.1711 -MSFT,275,36.817,36.8239,36.8309,36.8379,36.8453,36.8537,36.8636,36.8758,36.8908,36.9089,36.9303,36.9551,36.9834,37.015,37.0498,37.0877,37.1286,37.1721,37.2183,37.2669,37.3178,37.3707,37.4256,37.4823,37.5406,37.6005,37.6619,37.7245,37.7884 -MSFT,280,41.817,41.8239,41.8309,41.8378,41.8449,41.8521,41.8599,41.8687,41.8787,41.8903,41.9039,41.9196,41.9376,41.958,41.9808,42.006,42.0336,42.0635,42.0957,42.1301,42.1665,42.205,42.2453,42.2875,42.3313,42.3768,42.4238,42.4723,42.5221 -MSFT,285,46.817,46.8239,46.8309,46.8378,46.8448,46.8518,46.859,46.8665,46.8745,46.8833,46.893,46.904,46.9163,46.9301,46.9456,46.9628,46.9817,47.0024,47.0249,47.0492,47.0752,47.1029,47.1323,47.1633,47.1959,47.23,47.2656,47.3026,47.3409 -MSFT,290,51.817,51.8239,51.8309,51.8378,51.8448,51.8518,51.8588,51.8659,51.8732,51.8808,51.8888,51.8975,51.9069,51.9172,51.9285,51.9409,51.9545,51.9693,51.9855,52.0029,52.0217,52.0419,52.0634,52.0863,52.1105,52.1361,52.1629,52.191,52.2203 +AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0003,0.0004,0.0006,0.0008,0.0011,0.0014,0.0019,0.0024,0.003,0.0038,0.0046 +AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0004,0.0006,0.0009,0.0014,0.002,0.0028,0.0038,0.005,0.0065,0.0081,0.0101,0.0123,0.0148,0.0176,0.0207,0.0241 +AAPL,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0006,0.0011,0.0019,0.003,0.0046,0.0066,0.0091,0.0122,0.0158,0.0201,0.0249,0.0303,0.0364,0.0431,0.0504,0.0583,0.0668,0.0759,0.0855,0.0957 +AAPL,110,0.0,0.0,0.0,0.0,0.0001,0.0004,0.0012,0.0027,0.0051,0.0087,0.0134,0.0195,0.027,0.0358,0.046,0.0575,0.0702,0.0842,0.0994,0.1156,0.1329,0.1512,0.1704,0.1904,0.2113,0.2328,0.2551,0.2781,0.3016 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+MSFT,280,41.7872,41.7644,41.7416,41.7188,41.6961,41.6736,41.6518,41.6308,41.6113,41.5935,41.5778,41.5643,41.5534,41.545,41.5391,41.5359,41.5353,41.5372,41.5415,41.5482,41.5572,41.5684,41.5816,41.5969,41.614,41.6329,41.6534,41.6756,41.6993 +MSFT,285,46.7867,46.7633,46.74,46.7167,46.6934,46.6701,46.647,46.6243,46.6021,46.5807,46.5604,46.5414,46.5239,46.508,46.4938,46.4815,46.4711,46.4626,46.4561,46.4515,46.4488,46.448,46.449,46.4518,46.4563,46.4625,46.4703,46.4796,46.4905 +MSFT,290,51.7861,51.7623,51.7384,51.7146,51.6907,51.6669,51.6431,51.6194,51.5959,51.5727,51.5501,51.5281,51.5069,51.4867,51.4676,51.4496,51.433,51.4177,51.4038,51.3914,51.3804,51.371,51.363,51.3565,51.3515,51.348,51.3458,51.345,51.3456 diff --git a/tests/options/csv/test_options_controller/test_get_charm.csv b/tests/options/csv/test_options_controller/test_get_charm.csv index 93a4dd60..2ecafc18 100644 --- a/tests/options/csv/test_options_controller/test_get_charm.csv +++ b/tests/options/csv/test_options_controller/test_get_charm.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.007,0.007,0.007,0.007,0.007,0.007,0.007,0.007,0.0071,0.0071,0.0073,0.0076,0.0082,0.0092,0.0106,0.0125,0.015,0.0182,0.0219,0.0263,0.0312,0.0368,0.0428,0.0492,0.0561,0.0632,0.0706,0.0783,0.086 -AAPL,100,0.007,0.007,0.007,0.007,0.007,0.0071,0.0072,0.0076,0.0087,0.0109,0.0145,0.0199,0.0272,0.0363,0.0473,0.0598,0.0737,0.0887,0.1045,0.1209,0.1376,0.1544,0.1711,0.1876,0.2037,0.2193,0.2345,0.249,0.2628 -AAPL,105,0.007,0.007,0.007,0.0071,0.0076,0.01,0.0165,0.0289,0.0481,0.0739,0.1052,0.1408,0.1791,0.2188,0.2586,0.2978,0.3355,0.3713,0.4048,0.4359,0.4644,0.4904,0.5139,0.5349,0.5536,0.5701,0.5845,0.597,0.6078 -AAPL,110,0.007,0.007,0.0079,0.0179,0.0519,0.117,0.2082,0.315,0.4269,0.5361,0.6375,0.7282,0.8073,0.8746,0.9307,0.9765,1.0131,1.0416,1.063,1.0783,1.0883,1.0939,1.0956,1.0942,1.09,1.0836,1.0753,1.0655,1.0544 -AAPL,115,0.007,0.0211,0.175,0.5167,0.9261,1.3013,1.6008,1.82,1.9691,2.0618,2.1114,2.1289,2.1227,2.0997,2.0648,2.0216,1.9731,1.9211,1.8674,1.8128,1.7583,1.7044,1.6515,1.6,1.5499,1.5014,1.4546,1.4096,1.3662 -AAPL,120,0.1498,2.2091,4.2203,5.1318,5.345,5.2187,4.9464,4.6229,4.2933,3.9778,3.6848,3.4168,3.1735,2.9534,2.7545,2.5745,2.4115,2.2636,2.1291,2.0066,1.8945,1.7919,1.6978,1.6111,1.5311,1.4572,1.3888,1.3253,1.2662 -AAPL,125,26.0863,20.2448,14.2751,10.5271,8.1128,6.4739,5.3084,4.4473,3.791,3.2779,2.868,2.5347,2.2594,2.0291,1.8341,1.6673,1.5235,1.3984,1.2887,1.1921,1.1064,1.03,0.9615,0.8999,0.8442,0.7937,0.7477,0.7057,0.6672 -AAPL,130,-18.0867,-6.711,-3.7906,-2.5456,-1.8796,-1.4733,-1.2033,-1.0126,-0.8717,-0.764,-0.6792,-0.611,-0.555,-0.5084,-0.4689,-0.4353,-0.4061,-0.3808,-0.3585,-0.3387,-0.3212,-0.3054,-0.2912,-0.2783,-0.2667,-0.256,-0.2462,-0.2372,-0.2289 -AAPL,135,-14.6679,-17.3873,-14.2016,-11.3207,-9.1733,-7.5911,-6.404,-5.4927,-4.7776,-4.2055,-3.7397,-3.3549,-3.0327,-2.7598,-2.5263,-2.3246,-2.1491,-1.9952,-1.8593,-1.7387,-1.631,-1.5343,-1.4472,-1.3684,-1.2967,-1.2314,-1.1716,-1.1167,-1.0662 -AAPL,140,-0.0764,-1.7185,-3.7396,-4.8614,-5.279,-5.307,-5.1422,-4.8913,-4.6094,-4.3245,-4.0503,-3.793,-3.5548,-3.3359,-3.1354,-2.952,-2.7844,-2.6311,-2.4906,-2.3616,-2.2431,-2.134,-2.0333,-1.9401,-1.8539,-1.7738,-1.6993,-1.63,-1.5653 -AAPL,145,-0.0,-0.0276,-0.2702,-0.7448,-1.2694,-1.7231,-2.0687,-2.3106,-2.4668,-2.5569,-2.5981,-2.6037,-2.584,-2.5466,-2.4972,-2.4398,-2.3775,-2.3124,-2.2462,-2.1798,-2.1142,-2.0498,-1.987,-1.9262,-1.8674,-1.8106,-1.7561,-1.7037,-1.6534 -AAPL,150,-0.0,-0.0001,-0.0069,-0.0507,-0.1563,-0.3147,-0.5008,-0.6908,-0.8691,-1.0272,-1.162,-1.2734,-1.363,-1.4331,-1.4864,-1.5252,-1.5519,-1.5685,-1.5768,-1.5781,-1.5739,-1.5651,-1.5526,-1.5372,-1.5195,-1.5,-1.4791,-1.4572,-1.4345 -AAPL,155,-0.0,-0.0,-0.0001,-0.0017,-0.0109,-0.0355,-0.0796,-0.1419,-0.2178,-0.302,-0.3892,-0.4755,-0.558,-0.6348,-0.7048,-0.7677,-0.8234,-0.8721,-0.9141,-0.95,-0.9802,-1.0053,-1.0259,-1.0423,-1.0551,-1.0646,-1.0713,-1.0754,-1.0774 -MSFT,180,0.0107,0.0107,0.0107,0.0107,0.0107,0.0107,0.0107,0.0107,0.0107,0.0109,0.0112,0.0119,0.013,0.0147,0.017,0.0201,0.0239,0.0286,0.034,0.0402,0.047,0.0545,0.0624,0.0708,0.0796,0.0886,0.0978,0.1071,0.1165 -MSFT,185,0.0107,0.0107,0.0107,0.0107,0.0107,0.0107,0.0107,0.0109,0.0114,0.0125,0.0145,0.0177,0.0222,0.0282,0.0357,0.0447,0.0549,0.0663,0.0786,0.0917,0.1054,0.1194,0.1337,0.148,0.1623,0.1764,0.1903,0.2037,0.2168 -MSFT,190,0.0107,0.0107,0.0107,0.0107,0.0107,0.0108,0.0114,0.013,0.0164,0.0222,0.0308,0.0424,0.0568,0.0736,0.0926,0.1132,0.1349,0.1573,0.18,0.2026,0.2249,0.2466,0.2676,0.2876,0.3067,0.3248,0.3418,0.3576,0.3724 -MSFT,195,0.0107,0.0107,0.0107,0.0107,0.011,0.0128,0.0177,0.0276,0.0435,0.0655,0.093,0.1248,0.1597,0.1964,0.2338,0.271,0.3073,0.3422,0.3752,0.4061,0.4347,0.4611,0.4851,0.5069,0.5265,0.544,0.5595,0.5732,0.5852 -MSFT,200,0.0107,0.0107,0.0107,0.0115,0.0164,0.0309,0.0588,0.1003,0.1531,0.2135,0.2777,0.3428,0.4062,0.4662,0.5219,0.5725,0.6179,0.6581,0.6932,0.7236,0.7496,0.7714,0.7896,0.8044,0.8162,0.8253,0.832,0.8365,0.8392 -MSFT,205,0.0107,0.0107,0.012,0.025,0.0666,0.1427,0.2459,0.3636,0.4846,0.6004,0.7064,0.7998,0.8801,0.9475,1.0029,1.0474,1.0822,1.1087,1.1279,1.1408,1.1485,1.1517,1.1511,1.1474,1.1411,1.1326,1.1223,1.1106,1.0977 -MSFT,210,0.0107,0.0117,0.0419,0.1598,0.3638,0.6071,0.8469,1.0594,1.2351,1.3733,1.4775,1.5524,1.6031,1.6341,1.6494,1.6524,1.6458,1.6317,1.612,1.588,1.5609,1.5315,1.5006,1.4687,1.4363,1.4036,1.371,1.3386,1.3066 -MSFT,215,0.0107,0.0609,0.3937,0.941,1.4786,1.9015,2.1956,2.3804,2.4819,2.5232,2.5222,2.4924,2.4434,2.382,2.3131,2.24,2.1651,2.0901,2.0161,1.9438,1.8737,1.8061,1.7411,1.6789,1.6194,1.5626,1.5084,1.4567,1.4075 -MSFT,220,0.033,0.9346,2.4681,3.5358,4.0653,4.2407,4.2147,4.0825,3.8988,3.6944,3.4862,3.2832,3.09,2.9088,2.74,2.5837,2.4392,2.3058,2.1827,2.069,1.9639,1.8667,1.7766,1.693,1.6153,1.543,1.4756,1.4127,1.3538 -MSFT,225,1.6637,6.7684,8.3148,8.1045,7.3916,6.6052,5.8766,5.2375,4.6876,4.2165,3.8125,3.4645,3.1633,2.901,2.6714,2.4692,2.2902,2.1311,1.9888,1.8611,1.746,1.6419,1.5474,1.4612,1.3825,1.3103,1.244,1.1829,1.1264 -MSFT,230,21.652,19.2159,14.1795,10.7027,8.3678,6.7443,5.5715,4.6952,4.0218,3.4917,3.066,2.7184,2.4302,2.1883,1.9829,1.8069,1.6546,1.522,1.4055,1.3027,1.2114,1.1298,1.0567,0.9908,0.9311,0.877,0.8276,0.7825,0.7411 -MSFT,235,40.3633,16.2061,9.1416,6.0135,4.318,3.281,2.5937,2.1112,1.7574,1.4892,1.2803,1.1139,0.9789,0.8677,0.7748,0.6963,0.6293,0.5715,0.5214,0.4776,0.439,0.4049,0.3745,0.3473,0.3228,0.3008,0.2808,0.2627,0.2462 -MSFT,240,-28.3615,-10.6525,-5.9826,-3.979,-2.906,-2.2525,-1.8192,-1.5142,-1.2897,-1.1186,-0.9845,-0.877,-0.7891,-0.7163,-0.6549,-0.6027,-0.5577,-0.5187,-0.4846,-0.4545,-0.4277,-0.4039,-0.3825,-0.3632,-0.3457,-0.3297,-0.3152,-0.3019,-0.2896 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+MSFT,290,-0.0107,-0.0107,-0.0107,-0.0106,-0.01,-0.007,0.001,0.0164,0.0406,0.0732,0.1132,0.1588,0.2082,0.2597,0.3118,0.3633,0.4131,0.4608,0.5057,0.5476,0.5864,0.622,0.6545,0.6839,0.7103,0.7339,0.7549,0.7734,0.7897 diff --git a/tests/options/csv/test_options_controller/test_get_color.csv b/tests/options/csv/test_options_controller/test_get_color.csv index 7608c329..031d2ebc 100644 --- a/tests/options/csv/test_options_controller/test_get_color.csv +++ b/tests/options/csv/test_options_controller/test_get_color.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 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-AAPL,140,0.1165,1.2242,1.6508,1.4879,1.1875,0.907,0.6807,0.5064,0.374,0.2735,0.1971,0.1386,0.0935,0.0585,0.0313,0.01,-0.0066,-0.0198,-0.0301,-0.0382,-0.0446,-0.0495,-0.0533,-0.0563,-0.0585,-0.06,-0.0612,-0.0619,-0.0623 -AAPL,145,0.0,0.0305,0.1925,0.3848,0.5069,0.5532,0.5486,0.516,0.4706,0.4212,0.3727,0.3274,0.2863,0.2495,0.2169,0.1883,0.1631,0.1411,0.1218,0.105,0.0902,0.0772,0.0658,0.0557,0.0469,0.0391,0.0322,0.0261,0.0206 -AAPL,150,0.0,0.0001,0.0066,0.0359,0.0867,0.1425,0.1905,0.2252,0.2465,0.2566,0.2581,0.2535,0.2448,0.2335,0.2206,0.2071,0.1934,0.1799,0.1669,0.1545,0.1427,0.1317,0.1214,0.1117,0.1028,0.0945,0.0869,0.0798,0.0732 -AAPL,155,0.0,0.0,0.0001,0.0015,0.0076,0.0204,0.0387,0.0595,0.0802,0.0987,0.114,0.1259,0.1344,0.1399,0.1429,0.1437,0.1429,0.1408,0.1376,0.1338,0.1294,0.1246,0.1196,0.1146,0.1094,0.1044,0.0994,0.0945,0.0898 -MSFT,180,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0006,0.001,0.0014,0.002,0.0026,0.0033,0.0041,0.0048,0.0057,0.0065,0.0073,0.0081,0.0089,0.0096,0.0103,0.0109,0.0115 -MSFT,185,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0006,0.0011,0.0018,0.0027,0.0038,0.005,0.0063,0.0077,0.0091,0.0104,0.0118,0.013,0.0142,0.0153,0.0163,0.0171,0.0179,0.0186,0.0192,0.0197 -MSFT,190,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0008,0.0017,0.0031,0.0049,0.007,0.0094,0.0118,0.0143,0.0166,0.0188,0.0208,0.0227,0.0242,0.0256,0.0267,0.0276,0.0283,0.0289,0.0292,0.0295,0.0296,0.0295 -MSFT,195,0.0,0.0,0.0,0.0,0.0002,0.0008,0.0024,0.005,0.0086,0.0129,0.0174,0.0219,0.0262,0.03,0.0334,0.0362,0.0385,0.0402,0.0415,0.0424,0.0429,0.0431,0.043,0.0427,0.0422,0.0416,0.0408,0.0399,0.0389 -MSFT,200,0.0,0.0,0.0,0.0004,0.0024,0.007,0.0141,0.0228,0.0319,0.0404,0.0478,0.0538,0.0585,0.0618,0.064,0.0651,0.0654,0.065,0.0641,0.0628,0.0612,0.0593,0.0573,0.0552,0.053,0.0508,0.0486,0.0465,0.0444 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a/tests/options/csv/test_options_controller/test_get_delta.csv +++ b/tests/options/csv/test_options_controller/test_get_delta.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,1.0,1.0,0.9999,0.9999,0.9999,0.9999,0.9999,0.9998,0.9998,0.9998,0.9998,0.9998,0.9997,0.9997,0.9997,0.9997,0.9996,0.9996,0.9995,0.9995,0.9994,0.9993,0.9992,0.9991,0.9989,0.9987,0.9986,0.9984,0.9981 -AAPL,100,1.0,1.0,0.9999,0.9999,0.9999,0.9999,0.9999,0.9998,0.9998,0.9998,0.9998,0.9997,0.9997,0.9996,0.9994,0.9993,0.9991,0.9989,0.9986,0.9983,0.998,0.9976,0.9971,0.9966,0.9961,0.9955,0.9949,0.9942,0.9935 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-MSFT,205,1.0,0.9999,0.9999,0.9999,0.9997,0.9995,0.9989,0.9981,0.9969,0.9955,0.9937,0.9916,0.9893,0.9868,0.9841,0.9813,0.9784,0.9754,0.9723,0.9692,0.9661,0.9629,0.9598,0.9566,0.9535,0.9504,0.9473,0.9442,0.9412 -MSFT,210,1.0,0.9999,0.9999,0.9996,0.9989,0.9976,0.9956,0.993,0.9898,0.9863,0.9823,0.9782,0.9739,0.9694,0.9649,0.9604,0.9559,0.9514,0.9469,0.9425,0.9382,0.934,0.9298,0.9258,0.9218,0.9179,0.9141,0.9104,0.9068 -MSFT,215,1.0,0.9999,0.9994,0.9976,0.9942,0.9896,0.9839,0.9776,0.971,0.9641,0.9572,0.9503,0.9435,0.9369,0.9305,0.9242,0.9182,0.9124,0.9068,0.9013,0.8961,0.8911,0.8862,0.8815,0.877,0.8726,0.8684,0.8644,0.8604 -MSFT,220,1.0,0.999,0.9943,0.9859,0.9754,0.9639,0.9523,0.941,0.93,0.9196,0.9098,0.9005,0.8918,0.8836,0.8758,0.8685,0.8617,0.8552,0.849,0.8432,0.8377,0.8324,0.8274,0.8227,0.8181,0.8138,0.8097,0.8057,0.8019 -MSFT,225,0.9991,0.9869,0.9656,0.9429,0.9216,0.9024,0.8854,0.8701,0.8566,0.8444,0.8334,0.8234,0.8144,0.8061,0.7985,0.7914,0.7849,0.7788,0.7732,0.7679,0.763,0.7584,0.754,0.7499,0.746,0.7423,0.7388,0.7355,0.7323 -MSFT,230,0.9732,0.9146,0.8692,0.8355,0.8095,0.789,0.7722,0.7582,0.7463,0.736,0.727,0.7191,0.7121,0.7058,0.7001,0.6949,0.6901,0.6858,0.6818,0.6781,0.6746,0.6714,0.6684,0.6656,0.663,0.6605,0.6582,0.656,0.6539 -MSFT,235,0.7729,0.7035,0.6703,0.65,0.636,0.6257,0.6177,0.6113,0.6061,0.6016,0.5978,0.5946,0.5917,0.5892,0.5869,0.5849,0.5831,0.5815,0.58,0.5786,0.5774,0.5762,0.5751,0.5741,0.5732,0.5724,0.5716,0.5708,0.5701 -MSFT,240,0.3414,0.3883,0.4101,0.4234,0.4327,0.4397,0.4453,0.4498,0.4536,0.4569,0.4598,0.4623,0.4646,0.4667,0.4686,0.4703,0.4719,0.4733,0.4747,0.476,0.4772,0.4783,0.4794,0.4804,0.4814,0.4823,0.4832,0.4841,0.4849 -MSFT,245,0.0616,0.139,0.189,0.2237,0.2495,0.2695,0.2857,0.2992,0.3106,0.3204,0.3291,0.3367,0.3435,0.3496,0.3552,0.3603,0.3649,0.3692,0.3732,0.377,0.3804,0.3837,0.3868,0.3897,0.3924,0.395,0.3974,0.3998,0.402 -MSFT,250,0.004,0.0307,0.0639,0.0943,0.1205,0.1429,0.1622,0.179,0.1937,0.2068,0.2185,0.229,0.2386,0.2473,0.2553,0.2626,0.2694,0.2758,0.2817,0.2872,0.2924,0.2972,0.3018,0.3062,0.3103,0.3142,0.3179,0.3214,0.3248 -MSFT,255,0.0001,0.0042,0.0157,0.0315,0.0485,0.0653,0.0812,0.0961,0.1099,0.1227,0.1345,0.1455,0.1556,0.1651,0.1739,0.1821,0.1899,0.1971,0.204,0.2104,0.2165,0.2223,0.2278,0.2331,0.238,0.2428,0.2473,0.2517,0.2558 -MSFT,260,0.0,0.0003,0.0028,0.0084,0.0163,0.0257,0.0359,0.0464,0.0568,0.0669,0.0768,0.0863,0.0953,0.104,0.1123,0.1202,0.1277,0.1349,0.1418,0.1484,0.1546,0.1607,0.1664,0.1719,0.1772,0.1823,0.1872,0.1919,0.1965 -MSFT,265,0.0,0.0,0.0004,0.0018,0.0046,0.0088,0.0141,0.0201,0.0267,0.0336,0.0407,0.0478,0.0549,0.0619,0.0688,0.0756,0.0821,0.0885,0.0947,0.1007,0.1065,0.1122,0.1177,0.123,0.1281,0.1331,0.1379,0.1426,0.1472 -MSFT,270,0.0,0.0,0.0,0.0003,0.0011,0.0026,0.0049,0.0079,0.0115,0.0156,0.0201,0.0248,0.0298,0.0349,0.0401,0.0453,0.0505,0.0557,0.0608,0.0659,0.0709,0.0758,0.0806,0.0854,0.09,0.0946,0.099,0.1034,0.1076 -MSFT,275,0.0,0.0,0.0,0.0,0.0002,0.0007,0.0015,0.0028,0.0045,0.0067,0.0092,0.0121,0.0153,0.0186,0.0222,0.0259,0.0297,0.0336,0.0376,0.0416,0.0456,0.0496,0.0536,0.0576,0.0615,0.0654,0.0693,0.0731,0.0769 -MSFT,280,0.0,0.0,0.0,0.0,0.0,0.0002,0.0004,0.0009,0.0016,0.0027,0.004,0.0055,0.0074,0.0095,0.0117,0.0142,0.0168,0.0195,0.0224,0.0254,0.0284,0.0314,0.0346,0.0377,0.0409,0.0441,0.0473,0.0505,0.0537 -MSFT,285,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0005,0.001,0.0016,0.0024,0.0034,0.0046,0.0059,0.0074,0.0091,0.0109,0.0129,0.0149,0.0171,0.0194,0.0217,0.0241,0.0265,0.029,0.0315,0.0341,0.0366 -MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0006,0.001,0.0015,0.0021,0.0029,0.0037,0.0048,0.0059,0.0072,0.0085,0.01,0.0116,0.0132,0.015,0.0168,0.0186,0.0205,0.0225,0.0245 +AAPL,95,1.0,1.0,0.9999,0.9999,0.9999,0.9999,0.9999,0.9998,0.9998,0.9998,0.9998,0.9998,0.9997,0.9997,0.9997,0.9997,0.9996,0.9996,0.9995,0.9995,0.9994,0.9993,0.9992,0.9991,0.999,0.9988,0.9986,0.9985,0.9983 +AAPL,100,1.0,1.0,0.9999,0.9999,0.9999,0.9999,0.9999,0.9998,0.9998,0.9998,0.9998,0.9997,0.9997,0.9996,0.9995,0.9993,0.9992,0.999,0.9987,0.9984,0.9981,0.9977,0.9973,0.9969,0.9964,0.9958,0.9953,0.9947,0.994 +AAPL,105,1.0,1.0,0.9999,0.9999,0.9999,0.9999,0.9998,0.9998,0.9997,0.9995,0.9993,0.999,0.9986,0.9981,0.9975,0.9967,0.9959,0.995,0.994,0.993,0.9918,0.9906,0.9893,0.988,0.9866,0.9851,0.9837,0.9822,0.9806 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a/tests/options/csv/test_options_controller/test_get_delta_1.csv b/tests/options/csv/test_options_controller/test_get_delta_1.csv index d8a60140..28f13c9a 100644 --- a/tests/options/csv/test_options_controller/test_get_delta_1.csv +++ b/tests/options/csv/test_options_controller/test_get_delta_1.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0001,-0.0001,-0.0002,-0.0002,-0.0003,-0.0004,-0.0005,-0.0006,-0.0008,-0.0009,-0.0011,-0.0013 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+MSFT,275,0.9999,0.9998,0.9997,0.9995,0.9993,0.9988,0.9979,0.9966,0.995,0.993,0.9906,0.9879,0.985,0.9819,0.9786,0.9752,0.9718,0.9682,0.9646,0.961,0.9574,0.9538,0.9502,0.9466,0.9431,0.9396,0.9361,0.9327,0.9294 +MSFT,280,0.9999,0.9998,0.9997,0.9996,0.9994,0.9992,0.9989,0.9984,0.9976,0.9966,0.9953,0.9938,0.9921,0.9902,0.9881,0.9858,0.9834,0.9809,0.9783,0.9757,0.9729,0.9701,0.9673,0.9645,0.9616,0.9588,0.9559,0.9531,0.9502 +MSFT,285,0.9999,0.9998,0.9997,0.9996,0.9995,0.9993,0.9992,0.9989,0.9986,0.9981,0.9974,0.9966,0.9957,0.9945,0.9933,0.9918,0.9903,0.9886,0.9868,0.9849,0.9829,0.9809,0.9788,0.9767,0.9745,0.9722,0.97,0.9677,0.9654 +MSFT,290,0.9999,0.9998,0.9997,0.9996,0.9995,0.9994,0.9992,0.9991,0.9989,0.9986,0.9983,0.9979,0.9973,0.9967,0.9959,0.9951,0.9941,0.993,0.9918,0.9906,0.9892,0.9878,0.9862,0.9847,0.983,0.9813,0.9796,0.9778,0.976 diff --git a/tests/options/csv/test_options_controller/test_get_dual_gamma.csv b/tests/options/csv/test_options_controller/test_get_dual_gamma.csv index 58bcc7db..23d3c642 100644 --- a/tests/options/csv/test_options_controller/test_get_dual_gamma.csv +++ b/tests/options/csv/test_options_controller/test_get_dual_gamma.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0003,0.0004,0.0004,0.0005,0.0006 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0002,0.0003,0.0004,0.0005,0.0006,0.0008,0.0009,0.0011,0.0012,0.0014,0.0015,0.0017,0.0019,0.0021 -AAPL,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0003,0.0005,0.0007,0.0009,0.0012,0.0015,0.0017,0.002,0.0024,0.0027,0.003,0.0033,0.0037,0.004,0.0043,0.0046,0.0049,0.0052,0.0055 -AAPL,110,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0005,0.0009,0.0014,0.0019,0.0025,0.0032,0.0038,0.0045,0.0051,0.0057,0.0063,0.0069,0.0074,0.0079,0.0084,0.0088,0.0093,0.0097,0.01,0.0104,0.0107,0.011,0.0113 -AAPL,115,0.0,0.0,0.0002,0.0009,0.0021,0.0036,0.0051,0.0067,0.0081,0.0095,0.0107,0.0118,0.0128,0.0136,0.0144,0.015,0.0156,0.0161,0.0165,0.0169,0.0173,0.0175,0.0178,0.018,0.0182,0.0184,0.0185,0.0186,0.0187 -AAPL,120,0.0001,0.0029,0.0083,0.0135,0.0177,0.0207,0.023,0.0246,0.0258,0.0266,0.0271,0.0275,0.0277,0.0279,0.0279,0.0279,0.0278,0.0277,0.0276,0.0274,0.0272,0.027,0.0268,0.0266,0.0264,0.0262,0.026,0.0258,0.0256 -AAPL,125,0.0345,0.0539,0.0572,0.0565,0.0547,0.0527,0.0506,0.0487,0.047,0.0453,0.0438,0.0425,0.0412,0.0401,0.039,0.038,0.0371,0.0362,0.0354,0.0347,0.034,0.0333,0.0327,0.0321,0.0315,0.031,0.0304,0.03,0.0295 -AAPL,130,0.1533,0.1101,0.0903,0.0784,0.0703,0.0642,0.0595,0.0557,0.0525,0.0498,0.0475,0.0455,0.0437,0.0421,0.0407,0.0394,0.0382,0.0372,0.0362,0.0353,0.0344,0.0336,0.0329,0.0322,0.0315,0.0309,0.0303,0.0298,0.0293 -AAPL,135,0.0134,0.0316,0.0385,0.0408,0.0412,0.0407,0.0399,0.039,0.038,0.037,0.0361,0.0352,0.0343,0.0335,0.0328,0.032,0.0313,0.0307,0.0301,0.0295,0.029,0.0285,0.028,0.0275,0.027,0.0266,0.0262,0.0258,0.0254 -AAPL,140,0.0,0.0016,0.0051,0.0088,0.012,0.0144,0.0163,0.0176,0.0187,0.0194,0.02,0.0204,0.0206,0.0208,0.0209,0.0209,0.021,0.0209,0.0209,0.0208,0.0207,0.0206,0.0205,0.0203,0.0202,0.0201,0.0199,0.0198,0.0196 -AAPL,145,0.0,0.0,0.0002,0.0009,0.0019,0.003,0.0042,0.0054,0.0065,0.0075,0.0083,0.0091,0.0098,0.0103,0.0108,0.0113,0.0117,0.012,0.0123,0.0125,0.0127,0.0129,0.0131,0.0132,0.0133,0.0134,0.0135,0.0136,0.0136 -AAPL,150,0.0,0.0,0.0,0.0,0.0002,0.0004,0.0007,0.0012,0.0016,0.0022,0.0027,0.0032,0.0037,0.0042,0.0047,0.0051,0.0055,0.0059,0.0062,0.0066,0.0069,0.0072,0.0074,0.0077,0.0079,0.0081,0.0083,0.0084,0.0086 -AAPL,155,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0005,0.0007,0.0009,0.0012,0.0014,0.0017,0.002,0.0023,0.0025,0.0028,0.003,0.0033,0.0035,0.0038,0.004,0.0042,0.0044,0.0046,0.0048,0.005 -MSFT,180,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0003,0.0003,0.0004,0.0004 -MSFT,185,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0002,0.0002,0.0002,0.0003,0.0004,0.0004,0.0005,0.0006,0.0007,0.0007,0.0008,0.0009 -MSFT,190,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0002,0.0003,0.0003,0.0004,0.0005,0.0006,0.0007,0.0008,0.001,0.0011,0.0012,0.0013,0.0015,0.0016,0.0017 -MSFT,195,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0002,0.0003,0.0005,0.0006,0.0007,0.0009,0.001,0.0012,0.0014,0.0016,0.0017,0.0019,0.0021,0.0023,0.0024,0.0026,0.0028,0.0029 -MSFT,200,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0004,0.0006,0.0008,0.001,0.0012,0.0014,0.0017,0.002,0.0022,0.0025,0.0027,0.0029,0.0032,0.0034,0.0036,0.0038,0.004,0.0042,0.0044,0.0046 -MSFT,205,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0006,0.0009,0.0012,0.0016,0.002,0.0024,0.0027,0.0031,0.0035,0.0038,0.0042,0.0045,0.0048,0.005,0.0053,0.0055,0.0058,0.006,0.0062,0.0064,0.0065,0.0067 -MSFT,210,0.0,0.0,0.0,0.0001,0.0004,0.0008,0.0014,0.002,0.0026,0.0032,0.0038,0.0044,0.0049,0.0054,0.0059,0.0063,0.0067,0.007,0.0073,0.0076,0.0078,0.0081,0.0083,0.0084,0.0086,0.0088,0.0089,0.009,0.0091 -MSFT,215,0.0,0.0,0.0003,0.001,0.002,0.0032,0.0043,0.0053,0.0062,0.007,0.0077,0.0083,0.0089,0.0093,0.0097,0.01,0.0103,0.0106,0.0108,0.011,0.0111,0.0112,0.0113,0.0114,0.0115,0.0115,0.0116,0.0116,0.0116 -MSFT,220,0.0,0.0006,0.0025,0.0048,0.0069,0.0087,0.0101,0.0112,0.0121,0.0127,0.0132,0.0136,0.0139,0.0141,0.0143,0.0144,0.0144,0.0145,0.0145,0.0145,0.0145,0.0144,0.0144,0.0143,0.0142,0.0142,0.0141,0.014,0.0139 -MSFT,225,0.0007,0.0061,0.0114,0.0148,0.0169,0.0182,0.0189,0.0193,0.0195,0.0195,0.0194,0.0193,0.0192,0.019,0.0187,0.0185,0.0183,0.0181,0.0178,0.0176,0.0174,0.0172,0.017,0.0167,0.0165,0.0163,0.0161,0.016,0.0158 -MSFT,230,0.0153,0.0273,0.0303,0.0306,0.0301,0.0292,0.0282,0.0273,0.0264,0.0256,0.0248,0.0241,0.0234,0.0228,0.0222,0.0217,0.0211,0.0207,0.0202,0.0198,0.0194,0.019,0.0187,0.0184,0.018,0.0177,0.0175,0.0172,0.0169 -MSFT,235,0.0715,0.058,0.0495,0.0439,0.0398,0.0367,0.0342,0.0321,0.0304,0.0289,0.0276,0.0265,0.0255,0.0246,0.0238,0.0231,0.0224,0.0218,0.0212,0.0207,0.0202,0.0198,0.0193,0.019,0.0186,0.0182,0.0179,0.0176,0.0173 -MSFT,240,0.0834,0.0616,0.051,0.0445,0.04,0.0366,0.0339,0.0318,0.03,0.0285,0.0272,0.026,0.025,0.0241,0.0233,0.0226,0.0219,0.0213,0.0207,0.0202,0.0197,0.0193,0.0189,0.0185,0.0181,0.0177,0.0174,0.0171,0.0168 -MSFT,245,0.0265,0.0342,0.0341,0.0326,0.031,0.0294,0.028,0.0268,0.0257,0.0247,0.0238,0.023,0.0222,0.0216,0.021,0.0204,0.0199,0.0194,0.0189,0.0185,0.0181,0.0177,0.0174,0.0171,0.0168,0.0165,0.0162,0.0159,0.0157 -MSFT,250,0.0025,0.0103,0.0151,0.0176,0.0188,0.0193,0.0194,0.0194,0.0192,0.0189,0.0186,0.0183,0.018,0.0177,0.0174,0.0171,0.0168,0.0165,0.0162,0.016,0.0157,0.0155,0.0152,0.015,0.0148,0.0146,0.0144,0.0142,0.014 -MSFT,255,0.0001,0.0017,0.0046,0.0071,0.0091,0.0105,0.0114,0.0121,0.0126,0.0129,0.0131,0.0133,0.0133,0.0134,0.0133,0.0133,0.0132,0.0132,0.0131,0.013,0.0129,0.0128,0.0127,0.0126,0.0125,0.0123,0.0122,0.0121,0.012 -MSFT,260,0.0,0.0002,0.001,0.0022,0.0035,0.0047,0.0058,0.0066,0.0074,0.0079,0.0084,0.0088,0.0091,0.0093,0.0095,0.0097,0.0098,0.0099,0.01,0.01,0.0101,0.0101,0.0101,0.0101,0.0101,0.01,0.01,0.01,0.01 -MSFT,265,0.0,0.0,0.0001,0.0005,0.0011,0.0018,0.0025,0.0032,0.0038,0.0044,0.0049,0.0054,0.0057,0.0061,0.0064,0.0066,0.0069,0.007,0.0072,0.0074,0.0075,0.0076,0.0077,0.0077,0.0078,0.0079,0.0079,0.0079,0.008 -MSFT,270,0.0,0.0,0.0,0.0001,0.0003,0.0006,0.001,0.0014,0.0018,0.0022,0.0026,0.003,0.0034,0.0037,0.004,0.0043,0.0045,0.0048,0.005,0.0051,0.0053,0.0055,0.0056,0.0057,0.0058,0.0059,0.006,0.0061,0.0062 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a/tests/options/csv/test_options_controller/test_get_epsilon.csv +++ b/tests/options/csv/test_options_controller/test_get_epsilon.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,-0.3545,-0.7089,-1.0633,-1.4178,-1.7722,-2.1265,-2.4809,-2.8353,-3.1896,-3.544,-3.8983,-4.2526,-4.6069,-4.9611,-5.3154,-5.6695,-6.0237,-6.3777,-6.7317,-7.0855,-7.4392,-7.7927,-8.146,-8.4991,-8.852,-9.2045,-9.5568,-9.9087,-10.2603 -AAPL,100,-0.3545,-0.7089,-1.0633,-1.4178,-1.7722,-2.1265,-2.4809,-2.8353,-3.1896,-3.5439,-3.8982,-4.2524,-4.6064,-4.9604,-5.3141,-5.6675,-6.0206,-6.3734,-6.7257,-7.0774,-7.4287,-7.7793,-8.1293,-8.4785,-8.8271,-9.1748,-9.5217,-9.8678,-10.213 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+MSFT,285,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0001,-0.0005,-0.0015,-0.0034,-0.0068,-0.0122,-0.02,-0.0306,-0.0444,-0.0618,-0.0829,-0.1079,-0.1371,-0.1706,-0.2083,-0.2504,-0.2969,-0.3478,-0.403,-0.4625,-0.5263,-0.5943,-0.6664,-0.7427 +MSFT,290,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0001,-0.0004,-0.0011,-0.0024,-0.0047,-0.0082,-0.0134,-0.0206,-0.03,-0.0419,-0.0567,-0.0744,-0.0953,-0.1196,-0.1472,-0.1784,-0.2132,-0.2517,-0.2938,-0.3396,-0.3891,-0.4423,-0.4991 diff --git a/tests/options/csv/test_options_controller/test_get_epsilon_1.csv b/tests/options/csv/test_options_controller/test_get_epsilon_1.csv index 3f68ae4a..6f365589 100644 --- a/tests/options/csv/test_options_controller/test_get_epsilon_1.csv +++ b/tests/options/csv/test_options_controller/test_get_epsilon_1.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0005,0.0007,0.0011,0.0016,0.0022,0.0031,0.0041,0.0054,0.0069,0.0088,0.0109,0.0134 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0005,0.0008,0.0014,0.0022,0.0033,0.0048,0.0067,0.0091,0.0121,0.0156,0.0198,0.0247,0.0303,0.0367,0.0439,0.0519,0.0607 -AAPL,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0005,0.001,0.002,0.0036,0.0058,0.0088,0.0128,0.0179,0.0241,0.0316,0.0404,0.0506,0.0621,0.0752,0.0896,0.1056,0.123,0.142,0.1624,0.1843,0.2076 -AAPL,110,0.0,0.0,0.0,0.0,0.0001,0.0006,0.0018,0.004,0.0077,0.0131,0.0206,0.0304,0.0426,0.0572,0.0743,0.094,0.1162,0.1409,0.168,0.1975,0.2293,0.2634,0.2997,0.3381,0.3785,0.4209,0.4653,0.5114,0.5593 -AAPL,115,0.0,0.0,0.0002,0.0016,0.0054,0.013,0.025,0.0419,0.0637,0.0903,0.1215,0.1572,0.1971,0.2409,0.2884,0.3392,0.3933,0.4504,0.5102,0.5727,0.6376,0.7048,0.7741,0.8455,0.9188,0.9939,1.0707,1.1491,1.229 -AAPL,120,0.0,0.002,0.0127,0.0353,0.0698,0.1146,0.1682,0.2294,0.297,0.37,0.4479,0.5299,0.6155,0.7044,0.7962,0.8905,0.9872,1.086,1.1867,1.2891,1.3932,1.4988,1.6057,1.7139,1.8233,1.9337,2.0452,2.1577,2.271 -AAPL,125,0.0131,0.0723,0.1581,0.2584,0.3678,0.4835,0.6039,0.7279,0.8547,0.9838,1.1148,1.2475,1.3816,1.5169,1.6532,1.7905,1.9286,2.0675,2.2069,2.347,2.4877,2.6288,2.7703,2.9123,3.0546,3.1973,3.3403,3.4836,3.6271 -AAPL,130,0.2106,0.4002,0.5856,0.7688,0.9503,1.1307,1.31,1.4886,1.6664,1.8435,2.0201,2.1962,2.3718,2.5469,2.7216,2.8959,3.0698,3.2434,3.4167,3.5896,3.7622,3.9345,4.1065,4.2783,4.4498,4.621,4.7919,4.9627,5.1331 -AAPL,135,0.3494,0.6652,0.9516,1.2194,1.4747,1.721,1.9605,2.1944,2.4239,2.6496,2.8721,3.0919,3.3092,3.5243,3.7375,3.9489,4.1587,4.367,4.574,4.7796,4.9841,5.1875,5.3899,5.5913,5.7917,5.9913,6.1901,6.388,6.5853 -AAPL,140,0.3545,0.7074,1.053,1.387,1.7089,2.0196,2.3206,2.6131,2.8981,3.1767,3.4496,3.7174,3.9807,4.24,4.4957,4.748,4.9973,5.2438,5.4878,5.7294,5.9688,6.2061,6.4415,6.6751,6.907,7.1373,7.3661,7.5935,7.8195 -AAPL,145,0.3545,0.7089,1.063,1.4153,1.7642,2.1083,2.4466,2.779,3.1054,3.4259,3.7409,4.0505,4.3552,4.6553,4.9509,5.2425,5.5303,5.8145,6.0953,6.373,6.6477,6.9197,7.189,7.4558,7.7202,7.9824,8.2425,8.5005,8.7566 -AAPL,150,0.3545,0.7089,1.0633,1.4177,1.7716,2.1245,2.4757,2.8247,3.1709,3.514,3.8536,4.1896,4.522,4.8507,5.1758,5.4973,5.8154,6.13,6.4414,6.7497,7.0549,7.3571,7.6566,7.9533,8.2474,8.539,8.8281,9.115,9.3996 -AAPL,155,0.3545,0.7089,1.0633,1.4178,1.7721,2.1264,2.4804,2.8338,3.1864,3.5378,3.8879,4.2362,4.5826,4.9269,5.2689,5.6086,5.9459,6.2807,6.613,6.9428,7.2701,7.595,7.9173,8.2373,8.5549,8.8701,9.1831,9.4938,9.8024 -MSFT,180,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0005,0.0009,0.0015,0.0023,0.0033,0.0047,0.0065,0.0088,0.0116,0.0149,0.0189,0.0237,0.0291,0.0354 -MSFT,185,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0004,0.0008,0.0015,0.0024,0.0037,0.0056,0.008,0.0111,0.0149,0.0196,0.0253,0.032,0.0398,0.0487,0.0589,0.0705,0.0833 -MSFT,190,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0006,0.0012,0.0022,0.0037,0.0059,0.009,0.013,0.0181,0.0244,0.0322,0.0414,0.0523,0.0648,0.079,0.0951,0.1131,0.1331,0.155,0.1789 -MSFT,195,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0007,0.0015,0.003,0.0054,0.0089,0.0138,0.0202,0.0285,0.0387,0.0511,0.0658,0.0828,0.1024,0.1245,0.1491,0.1765,0.2064,0.2391,0.2744,0.3124,0.353 -MSFT,200,0.0,0.0,0.0,0.0,0.0,0.0002,0.0006,0.0017,0.0037,0.0072,0.0125,0.0201,0.0303,0.0432,0.0593,0.0786,0.1013,0.1275,0.1572,0.1904,0.2272,0.2675,0.3113,0.3586,0.4093,0.4633,0.5207,0.5812,0.6448 -MSFT,205,0.0,0.0,0.0,0.0,0.0003,0.0014,0.0039,0.0087,0.0164,0.0277,0.0432,0.063,0.0876,0.117,0.1512,0.1903,0.2343,0.283,0.3364,0.3943,0.4566,0.5232,0.5939,0.6686,0.7471,0.8293,0.9151,1.0044,1.097 -MSFT,210,0.0,0.0,0.0001,0.0007,0.003,0.0087,0.0191,0.0354,0.0582,0.0878,0.1245,0.1681,0.2186,0.2757,0.3391,0.4087,0.4841,0.565,0.6511,0.7422,0.838,0.9383,1.0429,1.1515,1.2639,1.38,1.4995,1.6223,1.7483 -MSFT,215,0.0,0.0,0.0011,0.0061,0.0184,0.0402,0.0725,0.1156,0.1691,0.2325,0.3052,0.3865,0.4759,0.5726,0.6762,0.7861,0.9019,1.0231,1.1493,1.2802,1.4155,1.5548,1.698,1.8447,1.9948,2.148,2.3042,2.4633,2.6249 -MSFT,220,0.0,0.0013,0.0111,0.0365,0.0798,0.1405,0.2168,0.3071,0.4095,0.5227,0.6454,0.7764,0.9149,1.0601,1.2113,1.3678,1.5293,1.6952,1.8652,2.039,2.2163,2.3967,2.5801,2.7662,2.9549,3.146,3.3393,3.5347,3.7321 -MSFT,225,0.0006,0.017,0.0672,0.1488,0.2553,0.3813,0.5228,0.6767,0.8408,1.0136,1.1936,1.3798,1.5715,1.7679,1.9686,2.173,2.3807,2.5915,2.8051,3.0211,3.2395,3.4599,3.6823,3.9064,4.1323,4.3596,4.5884,4.8186,5.0499 -MSFT,230,0.0175,0.1113,0.2558,0.4292,0.6209,0.8256,1.0397,1.2613,1.4886,1.7208,1.9571,2.1967,2.4392,2.6843,2.9316,3.1809,3.4319,3.6845,3.9385,4.1938,4.4503,4.7078,4.9663,5.2256,5.4858,5.7468,6.0084,6.2707,6.5336 -MSFT,235,0.1482,0.3869,0.6454,0.9134,1.1871,1.4648,1.7452,2.0279,2.3122,2.5978,2.8845,3.1721,3.4605,3.7495,4.039,4.329,4.6194,4.91,5.201,5.4922,5.7836,6.0752,6.3669,6.6587,6.9507,7.2427,7.5348,7.8269,8.1191 -MSFT,240,0.4297,0.7982,1.1547,1.5047,1.8505,2.1931,2.5331,2.8711,3.2074,3.5421,3.8755,4.2076,4.5387,4.8687,5.1979,5.5261,5.8536,6.1802,6.5062,6.8315,7.1561,7.4801,7.8035,8.1263,8.4486,8.7704,9.0916,9.4124,9.7326 -MSFT,245,0.6124,1.1237,1.5875,2.026,2.4484,2.8594,3.2618,3.6574,4.0474,4.4327,4.814,5.1917,5.5664,5.9383,6.3077,6.6748,7.0398,7.4029,7.7643,8.124,8.4821,8.8388,9.1941,9.5481,9.901,10.2526,10.6031,10.9526,11.3011 -MSFT,250,0.6499,1.2649,1.8324,2.3639,2.8693,3.3553,3.8262,4.2849,4.7337,5.1741,5.6074,6.0345,6.4562,6.873,7.2855,7.6941,8.0991,8.5009,8.8997,9.2957,9.6892,10.0802,10.469,10.8557,11.2404,11.6232,12.0043,12.3837,12.7614 -MSFT,255,0.6525,1.2997,1.9267,2.5277,3.1041,3.6591,4.196,4.7175,5.226,5.7231,6.2104,6.6891,7.1601,7.6242,8.0822,8.5346,8.9819,9.4246,9.8629,10.2974,10.7281,11.1554,11.5795,12.0007,12.419,12.8346,13.2478,13.6585,14.067 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+MSFT,215,0.0,0.0,0.001,0.0059,0.0177,0.0387,0.0698,0.1111,0.1624,0.2232,0.2928,0.3706,0.456,0.5484,0.6473,0.7521,0.8624,0.9777,1.0978,1.2222,1.3507,1.4829,1.6187,1.7577,1.8998,2.0449,2.1926,2.3429,2.4955 +MSFT,220,0.0,0.0012,0.0107,0.0354,0.0774,0.1361,0.2099,0.2971,0.3959,0.505,0.6231,0.7492,0.8822,1.0216,1.1666,1.3166,1.4712,1.63,1.7925,1.9584,2.1276,2.2996,2.4744,2.6516,2.8311,3.0127,3.1964,3.3819,3.5691 +MSFT,225,0.0005,0.0167,0.0657,0.1454,0.2492,0.3718,0.5093,0.6587,0.8178,0.9851,1.1592,1.3392,1.5242,1.7137,1.907,2.1037,2.3035,2.506,2.711,2.9183,3.1275,3.3386,3.5513,3.7656,3.9813,4.1983,4.4166,4.6359,4.8563 +MSFT,230,0.0172,0.1097,0.2517,0.4217,0.6094,0.8095,1.0185,1.2345,1.4559,1.6817,1.9111,2.1436,2.3787,2.6159,2.8551,3.096,3.3383,3.5819,3.8267,4.0725,4.3191,4.5666,4.8148,5.0637,5.3131,5.5631,5.8135,6.0644,6.3157 +MSFT,235,0.147,0.3832,0.6382,0.9021,1.1711,1.4436,1.7184,1.9949,2.2727,2.5514,2.8309,3.1109,3.3913,3.6721,3.9531,4.2342,4.5154,4.7967,5.078,5.3593,5.6405,5.9217,6.2027,6.4837,6.7645,7.0452,7.3257,7.606,7.8862 +MSFT,240,0.4283,0.7941,1.147,1.4928,1.8337,2.1709,2.5052,2.837,3.1666,3.4943,3.8202,4.1447,4.4677,4.7893,5.1098,5.429,5.7472,6.0643,6.3805,6.6957,7.01,7.3234,7.636,7.9477,8.2587,8.569,8.8785,9.1873,9.4954 +MSFT,245,0.6119,1.1213,1.5821,2.0168,2.4348,2.8408,3.2377,3.6273,4.0109,4.3894,4.7634,5.1336,5.5004,5.864,6.2249,6.5831,6.939,7.2927,7.6443,7.994,8.3419,8.688,9.0326,9.3756,9.7172,10.0574,10.3962,10.7338,11.0701 +MSFT,250,0.6499,1.2642,1.8299,2.3587,2.8607,3.3426,3.8087,4.2622,4.7052,5.1395,5.5661,5.9862,6.4004,6.8095,7.2139,7.614,8.0103,8.403,8.7924,9.1787,9.5622,9.9431,10.3214,10.6974,11.0711,11.4427,11.8123,12.18,12.5458 +MSFT,255,0.6525,1.2995,1.9259,2.5255,3.0997,3.6519,4.1852,4.7027,5.2064,5.6984,6.18,6.6525,7.1169,7.5741,8.0247,8.4694,8.9087,9.3429,9.7726,10.198,10.6194,11.0371,11.4513,11.8622,12.27,12.675,13.0771,13.4766,13.8737 +MSFT,260,0.6526,1.3046,1.9518,2.5874,3.2074,3.8105,4.3973,4.9688,5.5264,6.0712,6.6045,7.1274,7.6407,8.1454,8.6422,9.1318,9.6146,10.0912,10.562,11.0275,11.488,11.9437,12.3951,12.8423,13.2856,13.7252,14.1613,14.594,15.0236 +MSFT,265,0.6526,1.3051,1.9568,2.6052,3.2468,3.879,4.5003,5.1101,5.7083,6.2953,6.8715,7.4376,7.9941,8.5417,9.0808,9.6122,10.1361,10.6532,11.1638,11.6683,12.167,12.6603,13.1486,13.6319,14.1107,14.5851,15.0554,15.5217,15.9842 +MSFT,270,0.6526,1.3051,1.9575,2.6092,3.2587,3.9041,4.5438,5.1763,5.801,6.4173,7.0251,7.6243,8.2151,8.7978,9.3726,9.9398,10.4998,11.0529,11.5993,12.1394,12.6735,13.2019,13.7248,14.2424,14.7551,15.263,15.7662,16.2652,16.7599 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b/tests/options/csv/test_options_controller/test_get_gamma.csv index ff35464a..156f4a47 100644 --- a/tests/options/csv/test_options_controller/test_get_gamma.csv +++ b/tests/options/csv/test_options_controller/test_get_gamma.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0001,0.0001,0.0002,0.0002,0.0002,0.0003,0.0003 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0004,0.0005,0.0005,0.0006,0.0007,0.0008,0.0009,0.001,0.0011,0.0012 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-MSFT,190,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0003,0.0004,0.0005,0.0005,0.0006,0.0007,0.0007,0.0008,0.0009,0.001,0.0011 -MSFT,195,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0002,0.0003,0.0004,0.0005,0.0006,0.0007,0.0008,0.0009,0.001,0.0011,0.0013,0.0014,0.0015,0.0016,0.0017,0.0018,0.0019 -MSFT,200,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0004,0.0005,0.0007,0.0008,0.001,0.0012,0.0014,0.0015,0.0017,0.0019,0.002,0.0022,0.0024,0.0025,0.0027,0.0028,0.0029,0.0031,0.0032 -MSFT,205,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0004,0.0007,0.0009,0.0012,0.0014,0.0017,0.002,0.0023,0.0025,0.0028,0.003,0.0033,0.0035,0.0037,0.0039,0.0041,0.0042,0.0044,0.0045,0.0047,0.0048,0.0049 -MSFT,210,0.0,0.0,0.0,0.0001,0.0003,0.0007,0.0011,0.0015,0.002,0.0025,0.0029,0.0034,0.0038,0.0042,0.0045,0.0048,0.0051,0.0054,0.0056,0.0058,0.006,0.0062,0.0063,0.0065,0.0066,0.0067,0.0068,0.0069,0.007 -MSFT,215,0.0,0.0,0.0003,0.0008,0.0016,0.0025,0.0034,0.0043,0.005,0.0057,0.0062,0.0067,0.0072,0.0075,0.0078,0.0081,0.0083,0.0085,0.0087,0.0088,0.009,0.0091,0.0091,0.0092,0.0093,0.0093,0.0093,0.0094,0.0094 -MSFT,220,0.0,0.0005,0.0021,0.0041,0.0059,0.0074,0.0086,0.0095,0.0102,0.0108,0.0112,0.0115,0.0118,0.012,0.0121,0.0122,0.0122,0.0123,0.0123,0.0123,0.0122,0.0122,0.0122,0.0121,0.0121,0.012,0.0119,0.0119,0.0118 -MSFT,225,0.0007,0.0055,0.0101,0.0131,0.015,0.0161,0.0168,0.0171,0.0173,0.0173,0.0173,0.0172,0.017,0.0168,0.0166,0.0164,0.0162,0.016,0.0158,0.0156,0.0154,0.0152,0.015,0.0149,0.0147,0.0145,0.0143,0.0142,0.014 -MSFT,230,0.0142,0.0254,0.0282,0.0285,0.0279,0.0271,0.0262,0.0254,0.0245,0.0238,0.023,0.0224,0.0217,0.0212,0.0206,0.0201,0.0197,0.0192,0.0188,0.0184,0.018,0.0177,0.0174,0.0171,0.0168,0.0165,0.0162,0.016,0.0157 -MSFT,235,0.0695,0.0563,0.0482,0.0427,0.0387,0.0356,0.0332,0.0312,0.0295,0.0281,0.0269,0.0258,0.0248,0.0239,0.0232,0.0224,0.0218,0.0212,0.0206,0.0201,0.0197,0.0192,0.0188,0.0184,0.0181,0.0177,0.0174,0.0171,0.0168 -MSFT,240,0.0847,0.0626,0.0518,0.0452,0.0406,0.0372,0.0345,0.0323,0.0305,0.0289,0.0276,0.0265,0.0254,0.0245,0.0237,0.0229,0.0223,0.0216,0.0211,0.0205,0.02,0.0196,0.0192,0.0188,0.0184,0.018,0.0177,0.0174,0.0171 -MSFT,245,0.0281,0.0362,0.0361,0.0346,0.0328,0.0312,0.0297,0.0284,0.0272,0.0262,0.0252,0.0244,0.0236,0.0229,0.0222,0.0216,0.0211,0.0206,0.0201,0.0196,0.0192,0.0188,0.0184,0.0181,0.0178,0.0174,0.0172,0.0169,0.0166 -MSFT,250,0.0027,0.0114,0.0167,0.0195,0.0208,0.0213,0.0215,0.0214,0.0212,0.0209,0.0206,0.0203,0.0199,0.0196,0.0192,0.0189,0.0186,0.0182,0.0179,0.0176,0.0174,0.0171,0.0168,0.0166,0.0163,0.0161,0.0159,0.0157,0.0155 -MSFT,255,0.0001,0.002,0.0053,0.0082,0.0105,0.0121,0.0132,0.014,0.0145,0.0149,0.0152,0.0153,0.0154,0.0154,0.0154,0.0153,0.0153,0.0152,0.0151,0.015,0.0149,0.0147,0.0146,0.0145,0.0144,0.0142,0.0141,0.014,0.0139 -MSFT,260,0.0,0.0002,0.0012,0.0027,0.0042,0.0057,0.0069,0.008,0.0088,0.0095,0.0101,0.0106,0.0109,0.0112,0.0115,0.0116,0.0118,0.0119,0.012,0.012,0.0121,0.0121,0.0121,0.0121,0.0121,0.0121,0.012,0.012,0.0119 -MSFT,265,0.0,0.0,0.0002,0.0007,0.0014,0.0023,0.0032,0.004,0.0048,0.0055,0.0061,0.0067,0.0072,0.0076,0.008,0.0083,0.0086,0.0088,0.009,0.0092,0.0093,0.0095,0.0096,0.0097,0.0097,0.0098,0.0099,0.0099,0.0099 -MSFT,270,0.0,0.0,0.0,0.0001,0.0004,0.0008,0.0012,0.0018,0.0023,0.0029,0.0034,0.0039,0.0044,0.0048,0.0052,0.0056,0.0059,0.0062,0.0064,0.0067,0.0069,0.0071,0.0073,0.0074,0.0076,0.0077,0.0078,0.0079,0.008 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+MSFT,235,0.0692,0.0561,0.0479,0.0425,0.0385,0.0355,0.0331,0.0311,0.0294,0.028,0.0267,0.0256,0.0247,0.0238,0.023,0.0223,0.0217,0.0211,0.0205,0.02,0.0195,0.0191,0.0187,0.0183,0.0179,0.0176,0.0173,0.017,0.0167 +MSFT,240,0.0849,0.0627,0.0519,0.0453,0.0407,0.0372,0.0345,0.0324,0.0305,0.029,0.0277,0.0265,0.0255,0.0246,0.0237,0.023,0.0223,0.0217,0.0211,0.0206,0.0201,0.0196,0.0192,0.0188,0.0184,0.018,0.0177,0.0174,0.0171 +MSFT,245,0.0284,0.0365,0.0364,0.0349,0.0331,0.0315,0.03,0.0286,0.0274,0.0264,0.0254,0.0246,0.0238,0.0231,0.0224,0.0218,0.0212,0.0207,0.0202,0.0198,0.0194,0.019,0.0186,0.0182,0.0179,0.0176,0.0173,0.017,0.0167 +MSFT,250,0.0028,0.0116,0.017,0.0198,0.0211,0.0217,0.0218,0.0217,0.0215,0.0212,0.0209,0.0206,0.0202,0.0198,0.0195,0.0192,0.0188,0.0185,0.0182,0.0179,0.0176,0.0173,0.0171,0.0168,0.0166,0.0163,0.0161,0.0159,0.0157 +MSFT,255,0.0001,0.0021,0.0054,0.0084,0.0107,0.0123,0.0135,0.0143,0.0149,0.0152,0.0155,0.0156,0.0157,0.0157,0.0157,0.0157,0.0156,0.0155,0.0154,0.0153,0.0152,0.015,0.0149,0.0148,0.0146,0.0145,0.0144,0.0143,0.0141 +MSFT,260,0.0,0.0002,0.0012,0.0027,0.0044,0.0058,0.0071,0.0082,0.0091,0.0098,0.0104,0.0108,0.0112,0.0115,0.0118,0.012,0.0121,0.0122,0.0123,0.0124,0.0124,0.0124,0.0124,0.0124,0.0124,0.0124,0.0123,0.0123,0.0123 +MSFT,265,0.0,0.0,0.0002,0.0007,0.0014,0.0023,0.0033,0.0041,0.005,0.0057,0.0063,0.0069,0.0074,0.0079,0.0082,0.0086,0.0088,0.0091,0.0093,0.0095,0.0096,0.0098,0.0099,0.01,0.0101,0.0101,0.0102,0.0102,0.0103 +MSFT,270,0.0,0.0,0.0,0.0001,0.0004,0.0008,0.0013,0.0019,0.0024,0.003,0.0036,0.0041,0.0046,0.005,0.0054,0.0058,0.0061,0.0064,0.0067,0.0069,0.0072,0.0074,0.0076,0.0077,0.0079,0.008,0.0081,0.0082,0.0083 +MSFT,275,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0005,0.0007,0.0011,0.0014,0.0018,0.0022,0.0026,0.003,0.0033,0.0037,0.004,0.0043,0.0046,0.0049,0.0051,0.0053,0.0055,0.0057,0.0059,0.0061,0.0063,0.0064,0.0065 +MSFT,280,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0003,0.0004,0.0006,0.0009,0.0011,0.0014,0.0017,0.0019,0.0022,0.0025,0.0028,0.003,0.0033,0.0035,0.0037,0.0039,0.0041,0.0043,0.0045,0.0047,0.0048,0.005 +MSFT,285,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0004,0.0005,0.0007,0.0009,0.0011,0.0013,0.0015,0.0017,0.0019,0.0021,0.0023,0.0025,0.0027,0.0029,0.003,0.0032,0.0034,0.0035,0.0037 +MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0002,0.0003,0.0004,0.0006,0.0007,0.0008,0.001,0.0011,0.0013,0.0015,0.0016,0.0018,0.0019,0.0021,0.0022,0.0024,0.0025,0.0027 diff --git a/tests/options/csv/test_options_controller/test_get_lambda.csv b/tests/options/csv/test_options_controller/test_get_lambda.csv index a07e75ae..e7aa506d 100644 --- a/tests/options/csv/test_options_controller/test_get_lambda.csv +++ b/tests/options/csv/test_options_controller/test_get_lambda.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,3.7634,3.7636,3.7638,3.764,3.7642,3.7644,3.7646,3.7648,3.765,3.7652,3.7654,3.7656,3.7658,3.766,3.7662,3.7663,3.7665,3.7665,3.7666,3.7666,3.7666,3.7665,3.7663,3.766,3.7657,3.7653,3.7648,3.7642,3.7636 -AAPL,100,4.404,4.4043,4.4045,4.4048,4.4051,4.4054,4.4057,4.406,4.4063,4.4065,4.4067,4.4069,4.407,4.4069,4.4068,4.4064,4.4059,4.4052,4.4043,4.4031,4.4018,4.4001,4.3983,4.3962,4.3938,4.3912,4.3884,4.3853,4.382 -AAPL,105,5.3072,5.3077,5.3081,5.3086,5.309,5.3094,5.3098,5.31,5.3099,5.3095,5.3087,5.3072,5.3052,5.3025,5.2991,5.295,5.2902,5.2847,5.2786,5.2719,5.2646,5.2568,5.2484,5.2396,5.2304,5.2208,5.2108,5.2005,5.1899 -AAPL,110,6.6767,6.6774,6.6781,6.6788,6.679,6.6783,6.6759,6.6714,6.6646,6.6554,6.6437,6.6298,6.6139,6.5962,6.5768,6.5561,6.5341,6.5112,6.4874,6.4629,6.4378,6.4123,6.3865,6.3603,6.334,6.3076,6.2811,6.2546,6.2282 -AAPL,115,8.9986,8.9999,8.9994,8.9918,8.9733,8.9429,8.9018,8.852,8.7955,8.7341,8.6692,8.602,8.5334,8.4641,8.3947,8.3255,8.2569,8.1891,8.1222,8.0565,7.9919,7.9285,7.8664,7.8055,7.746,7.6877,7.6307,7.5749,7.5204 -AAPL,120,13.7959,13.7557,13.6125,13.3942,13.1398,12.8736,12.6085,12.351,12.1042,11.8692,11.6463,11.4351,11.235,11.0455,10.8658,10.6952,10.5331,10.3788,10.2318,10.0915,9.9575,9.8294,9.7066,9.589,9.476,9.3675,9.2631,9.1626,9.0657 -AAPL,125,28.2244,25.5403,23.3789,21.6968,20.353,19.2496,18.3226,17.5292,16.8396,16.2328,15.6931,15.2088,14.7708,14.3721,14.007,13.671,13.3604,13.0719,12.8031,12.5518,12.3162,12.0945,11.8856,11.6881,11.5011,11.3237,11.155,10.9944,10.8412 -AAPL,130,72.8227,50.0454,40.3879,34.7553,30.9644,28.1935,26.056,24.3431,22.9312,21.7415,20.7216,19.8347,19.0542,18.3606,17.7389,17.1775,16.6672,16.2008,15.7724,15.377,15.0107,14.6701,14.3523,14.0548,13.7756,13.513,13.2653,13.0311,12.8094 -AAPL,135,147.3345,85.3099,63.2261,51.5644,44.2304,39.134,35.3557,32.4247,30.0733,28.1376,26.5111,25.1215,23.9177,22.8629,21.9294,21.0962,20.3469,19.6687,19.0513,18.4863,17.9669,17.4874,17.043,16.6299,16.2444,15.8838,15.5456,15.2276,14.9278 -AAPL,140,233.044,125.7562,89.209,70.5365,59.0974,51.3183,45.6558,41.3318,37.9105,35.1283,32.8161,30.8601,29.1811,27.7219,26.4403,25.3044,24.2897,23.3768,22.5504,21.7983,21.1104,20.4783,19.8952,19.3553,18.8537,18.3863,17.9494,17.5401,17.1556 -AAPL,145,320.9195,167.9135,116.4683,90.4953,74.7529,64.1498,56.4982,50.7012,46.1473,42.4684,39.4296,36.8735,34.6908,32.8032,31.1529,29.6966,28.4009,27.2397,26.1925,25.2426,24.3767,23.5835,22.854,22.1805,21.5566,20.9766,20.4359,19.9306,19.457 -AAPL,150,408.006,210.2136,144.0164,110.756,90.692,77.2394,67.5735,60.2804,54.5735,49.9801,46.199,43.029,40.3306,38.0039,35.9756,34.1905,32.6064,31.1903,29.9162,28.7632,27.7143,26.7556,25.8757,25.0648,24.315,23.6194,22.972,22.368,21.8028 -AAPL,155,493.3137,251.9816,171.3667,130.9504,106.6252,90.3532,78.6884,69.9067,63.0501,57.543,53.0192,49.234,46.0182,43.2505,40.8421,38.7262,36.8516,35.1786,33.6756,32.3176,31.084,29.9582,28.9263,27.9767,27.0997,26.2871,25.5318,24.8279,24.1701 -MSFT,180,4.0937,4.0941,4.0944,4.0948,4.0952,4.0955,4.0959,4.0963,4.0966,4.097,4.0974,4.0977,4.0981,4.0984,4.0987,4.099,4.0992,4.0994,4.0995,4.0996,4.0996,4.0994,4.0992,4.0989,4.0984,4.0979,4.0972,4.0964,4.0955 -MSFT,185,4.4786,4.479,4.4795,4.4799,4.4804,4.4808,4.4813,4.4817,4.4822,4.4826,4.483,4.4834,4.4838,4.484,4.4842,4.4843,4.4842,4.484,4.4836,4.483,4.4823,4.4813,4.4802,4.4788,4.4772,4.4754,4.4734,4.4712,4.4688 -MSFT,190,4.9433,4.9439,4.9444,4.945,4.9456,4.9461,4.9467,4.9473,4.9478,4.9482,4.9486,4.9488,4.9488,4.9485,4.948,4.9472,4.946,4.9445,4.9427,4.9404,4.9378,4.9348,4.9315,4.9278,4.9238,4.9194,4.9148,4.9098,4.9046 -MSFT,195,5.5157,5.5164,5.5171,5.5178,5.5186,5.5193,5.5199,5.5205,5.5208,5.5208,5.5204,5.5195,5.518,5.5159,5.5131,5.5097,5.5055,5.5007,5.4953,5.4892,5.4825,5.4753,5.4676,5.4594,5.4507,5.4416,5.4321,5.4223,5.4121 -MSFT,200,6.2379,6.2389,6.2398,6.2408,6.2417,6.2424,6.2428,6.2425,6.2413,6.2389,6.2354,6.2305,6.2243,6.2168,6.208,6.198,6.187,6.175,6.162,6.1482,6.1337,6.1185,6.1028,6.0866,6.0699,6.0528,6.0354,6.0177,5.9998 -MSFT,205,7.1779,7.1792,7.1804,7.1816,7.1822,7.1816,7.1789,7.1737,7.1658,7.155,7.1415,7.1254,7.1071,7.0868,7.0647,7.0411,7.0162,6.9902,6.9634,6.9358,6.9077,6.8791,6.8502,6.821,6.7917,6.7623,6.7328,6.7034,6.6741 -MSFT,210,8.4513,8.4531,8.4547,8.4545,8.4501,8.4396,8.4223,8.3986,8.369,8.3344,8.2957,8.2538,8.2094,8.163,8.1152,8.0664,8.0169,7.9671,7.9172,7.8674,7.8178,7.7685,7.7196,7.6712,7.6235,7.5763,7.5298,7.4839,7.4387 -MSFT,215,10.274,10.2764,10.2734,10.2557,10.2194,10.1658,10.0985,10.0211,9.9367,9.8479,9.7563,9.6635,9.5705,9.478,9.3864,9.2962,9.2077,9.121,9.0361,8.9533,8.8724,8.7935,8.7167,8.6417,8.5687,8.4976,8.4283,8.3607,8.2948 -MSFT,220,13.0991,13.0898,13.0246,12.8991,12.7332,12.5452,12.3476,12.1477,11.9502,11.7575,11.5711,11.3915,11.2191,11.0538,10.8954,10.7437,10.5984,10.4591,10.3255,10.1973,10.0742,9.9559,9.8421,9.7325,9.6269,9.5251,9.4269,9.332,9.2403 -MSFT,225,18.0506,17.8022,17.3289,16.7898,16.2565,15.7538,15.2882,14.8596,14.4653,14.1021,13.7667,13.456,13.1672,12.8981,12.6466,12.4108,12.1892,11.9804,11.7832,11.5966,11.4197,11.2516,11.0917,10.9392,10.7936,10.6545,10.5212,10.3935,10.2709 -MSFT,230,28.1739,25.8785,23.8859,22.2843,20.9811,19.898,18.9802,18.1896,17.4989,16.8886,16.3439,15.8537,15.4092,15.0038,14.6318,14.2888,13.9712,13.6759,13.4004,13.1426,12.9005,12.6726,12.4576,12.2542,12.0614,11.8784,11.7043,11.5383,11.38 -MSFT,235,48.9846,38.6077,33.0952,29.5181,26.9468,24.9794,23.4088,22.1161,21.027,20.0926,19.2791,18.5622,17.924,17.3509,16.8326,16.3606,15.9284,15.5308,15.1632,14.822,14.5042,14.2072,13.9288,13.6672,13.4207,13.1878,12.9674,12.7585,12.5599 -MSFT,240,83.2939,56.0734,44.8295,38.3589,34.0414,30.905,28.4969,26.5744,24.9946,23.6671,22.5314,21.5457,20.6799,19.9115,19.2237,18.6034,18.0403,17.5261,17.0542,16.6191,16.2163,15.842,15.493,15.1665,14.8604,14.5725,14.3012,14.0448,13.8022 -MSFT,245,127.9478,77.2614,58.5857,48.5038,42.0609,37.5275,34.1326,31.4768,29.3308,27.5532,26.0513,24.7619,23.6402,22.6534,21.7769,20.992,20.284,19.6414,19.0549,18.517,18.0212,17.5626,17.1368,16.7401,16.3694,16.022,15.6956,15.3882,15.0981 -MSFT,250,178.3713,100.9022,73.7715,59.6087,50.7795,44.687,40.1965,36.73,33.9608,31.6897,29.7875,28.1672,26.7675,25.5438,24.4633,23.5008,22.637,21.8564,21.147,20.4988,19.9038,19.3552,18.8474,18.3759,17.9365,17.5259,17.1412,16.7797,16.4394 -MSFT,255,231.5029,125.9824,89.8809,71.3691,59.9935,52.2371,46.578,42.2477,38.8152,36.0193,33.6921,31.7208,30.0265,28.5522,27.256,26.106,25.0777,24.1518,23.3129,22.5488,21.8494,21.2063,20.6126,20.0626,19.5513,19.0745,18.6287,18.2108,17.818 -MSFT,260,285.6939,151.823,106.5402,83.5475,69.5379,60.0562,53.1837,47.9558,43.8335,40.4919,37.7227,35.3864,33.3858,31.6511,30.1308,28.786,27.5868,26.51,25.5369,24.6526,23.8449,23.1039,22.4212,21.7899,21.2042,20.659,20.15,19.6736,19.2266 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+MSFT,225,18.0183,17.7438,17.2527,16.7012,16.1588,15.649,15.1777,14.7445,14.3464,13.9799,13.6416,13.3284,13.0375,12.7664,12.5131,12.2757,12.0526,11.8425,11.6441,11.4564,11.2784,11.1094,10.9485,10.7952,10.6488,10.5089,10.3749,10.2465,10.1233 +MSFT,230,28.1032,25.7783,23.7709,22.1602,20.8506,19.7629,18.8415,18.0479,17.3548,16.7424,16.1959,15.7042,15.2584,14.8517,14.4787,14.1348,13.8163,13.5202,13.244,12.9854,12.7427,12.5142,12.2987,12.0948,11.9016,11.7181,11.5435,11.3772,11.2184 +MSFT,235,48.8466,38.456,32.9377,29.357,26.7834,24.8142,23.2423,21.9484,20.8585,19.9233,19.1092,18.3917,17.7531,17.1796,16.6608,16.1885,15.756,15.3581,14.9902,14.6488,14.3308,14.0336,13.755,13.4932,13.2465,13.0135,12.793,12.5838,12.3851 +MSFT,240,83.0884,55.8742,44.6331,38.1643,33.848,30.7125,28.305,26.3832,24.8039,23.4767,22.3414,21.356,20.4905,19.7223,19.0348,18.4147,17.8517,17.3377,16.8659,16.431,16.0283,15.6541,15.3052,14.9789,14.6729,14.3851,14.1139,13.8576,13.615 +MSFT,245,127.6969,77.026,58.3583,48.2816,41.8423,37.3117,33.919,31.2649,29.1205,27.3442,25.8434,24.5551,23.4342,22.4482,21.5724,20.7881,20.0808,19.4388,18.8528,18.3153,17.82,17.3618,16.9364,16.54,16.1696,15.8226,15.4965,15.1894,14.8996 +MSFT,250,178.0942,100.6419,73.5209,59.3649,50.5407,44.452,39.9647,36.5008,33.7338,31.4646,29.5642,27.9454,26.5469,25.3245,24.2451,23.2836,22.4206,21.641,20.9323,20.2849,19.6905,19.1425,18.6354,18.1644,17.7256,17.3155,16.9312,16.5702,16.2303 +MSFT,255,231.211,125.7055,89.6137,71.109,59.7388,51.9868,46.3313,42.0041,38.5742,35.7806,33.4555,31.486,29.7933,28.3206,27.0257,25.877,24.8498,23.925,23.0871,22.3239,21.6254,20.9831,20.3902,19.8409,19.3303,18.8542,18.409,17.9916,17.5994 +MSFT,260,285.3932,151.5349,106.2611,83.2751,69.2709,59.7938,52.925,47.7003,43.5809,40.2418,37.4748,35.1406,33.1418,31.4088,29.89,28.5466,27.3488,26.2732,25.3012,24.418,23.6113,22.8713,22.1895,21.5591,20.9741,20.4297,19.9214,19.4457,18.9994 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+++ b/tests/options/csv/test_options_controller/test_get_partial_derivative.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0003,0.0004,0.0004,0.0005,0.0006 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0002,0.0003,0.0004,0.0005,0.0006,0.0008,0.0009,0.0011,0.0012,0.0014,0.0015,0.0017,0.0019,0.0021 -AAPL,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0003,0.0005,0.0007,0.0009,0.0012,0.0015,0.0017,0.002,0.0024,0.0027,0.003,0.0033,0.0037,0.004,0.0043,0.0046,0.0049,0.0052,0.0055 -AAPL,110,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0005,0.0009,0.0014,0.0019,0.0025,0.0032,0.0038,0.0045,0.0051,0.0057,0.0063,0.0069,0.0074,0.0079,0.0084,0.0088,0.0093,0.0097,0.01,0.0104,0.0107,0.011,0.0113 -AAPL,115,0.0,0.0,0.0002,0.0009,0.0021,0.0036,0.0051,0.0067,0.0081,0.0095,0.0107,0.0118,0.0128,0.0136,0.0144,0.015,0.0156,0.0161,0.0165,0.0169,0.0173,0.0175,0.0178,0.018,0.0182,0.0184,0.0185,0.0186,0.0187 -AAPL,120,0.0001,0.0029,0.0083,0.0135,0.0177,0.0207,0.023,0.0246,0.0258,0.0266,0.0271,0.0275,0.0277,0.0279,0.0279,0.0279,0.0278,0.0277,0.0276,0.0274,0.0272,0.027,0.0268,0.0266,0.0264,0.0262,0.026,0.0258,0.0256 -AAPL,125,0.0345,0.0539,0.0572,0.0565,0.0547,0.0527,0.0506,0.0487,0.047,0.0453,0.0438,0.0425,0.0412,0.0401,0.039,0.038,0.0371,0.0362,0.0354,0.0347,0.034,0.0333,0.0327,0.0321,0.0315,0.031,0.0304,0.03,0.0295 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-AAPL,150,0.0,0.0,0.0,0.0,0.0002,0.0004,0.0007,0.0012,0.0016,0.0022,0.0027,0.0032,0.0037,0.0042,0.0047,0.0051,0.0055,0.0059,0.0062,0.0066,0.0069,0.0072,0.0074,0.0077,0.0079,0.0081,0.0083,0.0084,0.0086 -AAPL,155,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0005,0.0007,0.0009,0.0012,0.0014,0.0017,0.002,0.0023,0.0025,0.0028,0.003,0.0033,0.0035,0.0038,0.004,0.0042,0.0044,0.0046,0.0048,0.005 -MSFT,180,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0003,0.0003,0.0004,0.0004 -MSFT,185,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0002,0.0002,0.0002,0.0003,0.0004,0.0004,0.0005,0.0006,0.0007,0.0007,0.0008,0.0009 -MSFT,190,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0001,0.0002,0.0003,0.0003,0.0004,0.0005,0.0006,0.0007,0.0008,0.001,0.0011,0.0012,0.0013,0.0015,0.0016,0.0017 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-MSFT,220,0.0,0.0006,0.0025,0.0048,0.0069,0.0087,0.0101,0.0112,0.0121,0.0127,0.0132,0.0136,0.0139,0.0141,0.0143,0.0144,0.0144,0.0145,0.0145,0.0145,0.0145,0.0144,0.0144,0.0143,0.0142,0.0142,0.0141,0.014,0.0139 -MSFT,225,0.0007,0.0061,0.0114,0.0148,0.0169,0.0182,0.0189,0.0193,0.0195,0.0195,0.0194,0.0193,0.0192,0.019,0.0187,0.0185,0.0183,0.0181,0.0178,0.0176,0.0174,0.0172,0.017,0.0167,0.0165,0.0163,0.0161,0.016,0.0158 -MSFT,230,0.0153,0.0273,0.0303,0.0306,0.0301,0.0292,0.0282,0.0273,0.0264,0.0256,0.0248,0.0241,0.0234,0.0228,0.0222,0.0217,0.0211,0.0207,0.0202,0.0198,0.0194,0.019,0.0187,0.0184,0.018,0.0177,0.0175,0.0172,0.0169 -MSFT,235,0.0715,0.058,0.0495,0.0439,0.0398,0.0367,0.0342,0.0321,0.0304,0.0289,0.0276,0.0265,0.0255,0.0246,0.0238,0.0231,0.0224,0.0218,0.0212,0.0207,0.0202,0.0198,0.0193,0.019,0.0186,0.0182,0.0179,0.0176,0.0173 -MSFT,240,0.0834,0.0616,0.051,0.0445,0.04,0.0366,0.0339,0.0318,0.03,0.0285,0.0272,0.026,0.025,0.0241,0.0233,0.0226,0.0219,0.0213,0.0207,0.0202,0.0197,0.0193,0.0189,0.0185,0.0181,0.0177,0.0174,0.0171,0.0168 -MSFT,245,0.0265,0.0342,0.0341,0.0326,0.031,0.0294,0.028,0.0268,0.0257,0.0247,0.0238,0.023,0.0222,0.0216,0.021,0.0204,0.0199,0.0194,0.0189,0.0185,0.0181,0.0177,0.0174,0.0171,0.0168,0.0165,0.0162,0.0159,0.0157 -MSFT,250,0.0025,0.0103,0.0151,0.0176,0.0188,0.0193,0.0194,0.0194,0.0192,0.0189,0.0186,0.0183,0.018,0.0177,0.0174,0.0171,0.0168,0.0165,0.0162,0.016,0.0157,0.0155,0.0152,0.015,0.0148,0.0146,0.0144,0.0142,0.014 -MSFT,255,0.0001,0.0017,0.0046,0.0071,0.0091,0.0105,0.0114,0.0121,0.0126,0.0129,0.0131,0.0133,0.0133,0.0134,0.0133,0.0133,0.0132,0.0132,0.0131,0.013,0.0129,0.0128,0.0127,0.0126,0.0125,0.0123,0.0122,0.0121,0.012 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+MSFT,260,0.0,0.0002,0.001,0.0023,0.0036,0.0049,0.0059,0.0068,0.0076,0.0082,0.0086,0.009,0.0094,0.0096,0.0098,0.01,0.0101,0.0102,0.0102,0.0103,0.0103,0.0103,0.0103,0.0103,0.0103,0.0103,0.0103,0.0103,0.0102 +MSFT,265,0.0,0.0,0.0002,0.0005,0.0012,0.0019,0.0026,0.0033,0.004,0.0046,0.0051,0.0055,0.0059,0.0063,0.0066,0.0069,0.0071,0.0073,0.0075,0.0076,0.0077,0.0078,0.0079,0.008,0.0081,0.0081,0.0082,0.0082,0.0082 +MSFT,270,0.0,0.0,0.0,0.0001,0.0003,0.0006,0.001,0.0014,0.0019,0.0023,0.0027,0.0031,0.0035,0.0038,0.0042,0.0044,0.0047,0.0049,0.0052,0.0053,0.0055,0.0057,0.0058,0.0059,0.0061,0.0062,0.0063,0.0063,0.0064 +MSFT,275,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0005,0.0008,0.0011,0.0014,0.0016,0.0019,0.0022,0.0025,0.0027,0.003,0.0032,0.0034,0.0036,0.0038,0.004,0.0041,0.0043,0.0044,0.0045,0.0046,0.0047,0.0048 +MSFT,280,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0005,0.0006,0.0008,0.001,0.0012,0.0014,0.0016,0.0018,0.002,0.0021,0.0023,0.0025,0.0026,0.0028,0.0029,0.0031,0.0032,0.0033,0.0034,0.0036 +MSFT,285,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0003,0.0004,0.0005,0.0006,0.0007,0.0009,0.001,0.0012,0.0013,0.0014,0.0016,0.0017,0.0018,0.002,0.0021,0.0022,0.0023,0.0024,0.0025 +MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0002,0.0003,0.0004,0.0005,0.0006,0.0007,0.0008,0.0009,0.001,0.0011,0.0012,0.0013,0.0014,0.0015,0.0016,0.0017,0.0018 diff --git a/tests/options/csv/test_options_controller/test_get_rho.csv b/tests/options/csv/test_options_controller/test_get_rho.csv index 0c6f4f9e..922606cf 100644 --- a/tests/options/csv/test_options_controller/test_get_rho.csv +++ b/tests/options/csv/test_options_controller/test_get_rho.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.2603,0.5205,0.7808,1.0411,1.3014,1.5616,1.8219,2.0822,2.3425,2.6027,2.863,3.1233,3.3835,3.6438,3.904,4.1642,4.4244,4.6845,4.9445,5.2044,5.4641,5.7237,5.9831,6.2423,6.5013,6.76,7.0184,7.2764,7.5341 -AAPL,100,0.274,0.5479,0.8219,1.0959,1.3699,1.6438,1.9178,2.1918,2.4657,2.7397,3.0136,3.2874,3.5612,3.8348,4.1082,4.3813,4.6541,4.9266,5.1986,5.4701,5.741,6.0113,6.281,6.5499,6.8181,7.0855,7.352,7.6176,7.8824 -AAPL,105,0.2877,0.5753,0.863,1.1507,1.4384,1.726,2.0136,2.3012,2.5886,2.8757,3.1623,3.4484,3.7338,4.0184,4.3019,4.5844,4.8657,5.1456,5.4242,5.7014,5.9771,6.2512,6.5239,6.7949,7.0644,7.3323,7.5987,7.8634,8.1266 -AAPL,110,0.3014,0.6027,0.9041,1.2055,1.5067,1.8076,2.1078,2.4069,2.7045,3.0003,3.294,3.5854,3.8742,4.1605,4.4442,4.7252,5.0036,5.2794,5.5525,5.8231,6.0913,6.357,6.6203,6.8814,7.1402,7.3969,7.6515,7.9041,8.1547 -AAPL,115,0.3151,0.6301,0.945,1.2587,1.5698,1.8772,2.18,2.4778,2.7706,3.0583,3.3411,3.6193,3.893,4.1626,4.4282,4.6902,4.9487,5.2039,5.4561,5.7054,5.9519,6.1959,6.4375,6.6767,6.9137,7.1487,7.3817,7.6128,7.8421 -AAPL,120,0.3287,0.6555,0.9735,1.2792,1.5728,1.8557,2.1293,2.3949,2.6537,2.9065,3.1541,3.3972,3.6361,3.8714,4.1034,4.3324,4.5586,4.7823,5.0037,5.223,5.4402,5.6556,5.8693,6.0813,6.2918,6.5008,6.7085,6.9149,7.12 -AAPL,125,0.3293,0.6117,0.8665,1.1059,1.3354,1.5577,1.7746,1.9872,2.1963,2.4025,2.6061,2.8075,3.0069,3.2046,3.4008,3.5954,3.7888,3.9809,4.172,4.3619,4.5509,4.739,4.9262,5.1126,5.2982,5.4831,5.6672,5.8507,6.0335 -AAPL,130,0.1419,0.3026,0.4659,0.6303,0.7953,0.9605,1.126,1.2914,1.4568,1.6222,1.7875,1.9527,2.1178,2.2828,2.4476,2.6123,2.7769,2.9413,3.1055,3.2696,3.4335,3.5973,3.7609,3.9244,4.0877,4.2508,4.4138,4.5766,4.7393 -AAPL,135,0.0051,0.0432,0.11,0.1945,0.2907,0.3951,0.5058,0.6211,0.7403,0.8626,0.9875,1.1145,1.2435,1.374,1.506,1.6392,1.7736,1.9089,2.0451,2.1822,2.3199,2.4583,2.5973,2.7369,2.8769,3.0174,3.1584,3.2997,3.4414 -AAPL,140,0.0,0.0014,0.0102,0.0303,0.0622,0.1048,0.1568,0.2168,0.2838,0.3568,0.4351,0.5179,0.6047,0.6952,0.7888,0.8853,0.9844,1.0858,1.1894,1.295,1.4023,1.5113,1.6218,1.7337,1.8469,1.9613,2.0769,2.1935,2.3112 -AAPL,145,0.0,0.0,0.0004,0.0024,0.0078,0.018,0.0337,0.0552,0.0824,0.1153,0.1534,0.1966,0.2444,0.2966,0.3528,0.4128,0.4763,0.543,0.6127,0.6853,0.7605,0.8382,0.9181,1.0003,1.0844,1.1705,1.2584,1.348,1.4391 -AAPL,150,0.0,0.0,0.0,0.0001,0.0006,0.0021,0.0051,0.0104,0.0184,0.0294,0.0438,0.0615,0.0828,0.1076,0.1358,0.1673,0.2022,0.2402,0.2812,0.3252,0.372,0.4215,0.4735,0.528,0.5849,0.6441,0.7054,0.7687,0.8341 -AAPL,155,0.0,0.0,0.0,0.0,0.0,0.0002,0.0006,0.0015,0.0032,0.006,0.0102,0.0161,0.0238,0.0335,0.0454,0.0595,0.0759,0.0947,0.1158,0.1393,0.1651,0.1933,0.2238,0.2564,0.2913,0.3284,0.3675,0.4087,0.4519 -MSFT,180,0.4932,0.9863,1.4795,1.9726,2.4658,2.9589,3.4521,3.9452,4.4384,4.9315,5.4246,5.9178,6.4109,6.904,7.397,7.8899,8.3826,8.8752,9.3676,9.8596,10.3513,10.8426,11.3335,11.8238,12.3134,12.8025,13.2908,13.7783,14.2649 -MSFT,185,0.5068,1.0137,1.5205,2.0274,2.5342,3.0411,3.5479,4.0548,4.5616,5.0685,5.5753,6.082,6.5886,7.095,7.6012,8.1071,8.6126,9.1176,9.622,10.1257,10.6286,11.1306,11.6316,12.1316,12.6304,13.128,13.6242,14.1192,14.6127 -MSFT,190,0.5205,1.0411,1.5616,2.0822,2.6027,3.1233,3.6438,4.1644,4.6848,5.2052,5.7254,6.2454,6.7649,7.2839,7.8022,8.3196,8.8361,9.3514,9.8654,10.378,10.889,11.3984,11.906,12.4118,12.9157,13.4176,13.9175,14.4152,14.9109 -MSFT,195,0.5342,1.0685,1.6027,2.137,2.6712,3.2055,3.7397,4.2737,4.8075,5.3409,5.8737,6.4055,6.9362,7.4654,7.9931,8.5188,9.0425,9.5641,10.0832,10.5998,11.1139,11.6253,12.134,12.6399,13.143,13.6433,14.1407,14.6353,15.1271 -MSFT,200,0.5479,1.0959,1.6438,2.1918,2.7397,3.2875,3.835,4.3819,4.9277,5.4721,6.0146,6.5548,7.0924,7.6271,8.1585,8.6866,9.2112,9.7321,10.2494,10.7629,11.2727,11.7787,12.2811,12.7798,13.2748,13.7662,14.2542,14.7387,15.2198 -MSFT,205,0.5616,1.1233,1.6849,2.2465,2.8079,3.3685,3.9276,4.4844,5.0381,5.5882,6.1341,6.6753,7.2118,7.7432,8.2696,8.7908,9.307,9.8181,10.3244,10.8258,11.3225,11.8147,12.3024,12.7858,13.265,13.7402,14.2115,14.679,15.1429 -MSFT,210,0.5753,1.1507,1.726,2.3007,2.8737,3.4432,4.008,4.5667,5.1188,5.6638,6.2015,6.732,7.2553,7.7717,8.2813,8.7845,9.2815,9.7726,10.258,10.7381,11.213,11.683,12.1483,12.6092,13.0659,13.5184,13.9671,14.4121,14.8535 -MSFT,215,0.589,1.178,1.766,2.35,2.9266,3.4934,4.0495,4.5945,5.1287,5.6525,6.1666,6.6715,7.168,7.6566,8.1378,8.6121,9.0801,9.5421,9.9986,10.4498,10.8961,11.3378,11.7752,12.2085,12.6379,13.0637,13.4859,13.9048,14.3206 -MSFT,220,0.6027,1.2042,1.7971,2.374,2.9326,3.4734,3.998,4.5079,5.005,5.4907,5.9662,6.4327,6.891,7.3419,7.7862,8.2244,8.6571,9.0845,9.5073,9.9257,10.3399,10.7504,11.1572,11.5607,11.9611,12.3584,12.7529,13.1448,13.5341 -MSFT,225,0.6159,1.2157,1.7812,2.3146,2.8221,3.3091,3.7798,4.237,4.683,5.1195,5.5479,5.9691,6.3841,6.7934,7.1977,7.5975,7.9932,8.385,8.7733,9.1585,9.5406,9.9199,10.2966,10.6708,11.0427,11.4124,11.78,12.1456,12.5094 -MSFT,230,0.6125,1.1476,1.6305,2.083,2.5156,2.9339,3.3415,3.7405,4.1325,4.5186,4.8996,5.2763,5.649,6.0183,6.3844,6.7477,7.1083,7.4666,7.8227,8.1767,8.5287,8.879,9.2275,9.5744,9.9198,10.2638,10.6064,10.9476,11.2876 -MSFT,235,0.4941,0.8944,1.2725,1.6392,1.9983,2.3519,2.7013,3.0472,3.3902,3.7306,4.0689,4.4052,4.7397,5.0726,5.404,5.734,6.0628,6.3903,6.7168,7.0422,7.3666,7.69,8.0125,8.3341,8.655,8.975,9.2942,9.6127,9.9305 -MSFT,240,0.2201,0.4978,0.7849,1.0764,1.3704,1.666,1.9626,2.2599,2.5577,2.8558,3.1541,3.4525,3.751,4.0494,4.3479,4.6463,4.9445,5.2427,5.5407,5.8386,6.1363,6.4338,6.7312,7.0284,7.3253,7.6221,7.9187,8.215,8.5112 -MSFT,245,0.0399,0.1791,0.3638,0.572,0.7946,1.0272,1.267,1.5124,1.7621,2.0153,2.2714,2.53,2.7906,3.0531,3.317,3.5824,3.8489,4.1164,4.3849,4.6542,4.9243,5.195,5.4663,5.7381,6.0104,6.2832,6.5563,6.8298,7.1036 -MSFT,250,0.0026,0.0397,0.1235,0.242,0.3853,0.5469,0.7225,0.909,1.1044,1.3071,1.5159,1.7299,1.9484,2.1708,2.3967,2.6255,2.8571,3.091,3.3272,3.5653,3.8052,4.0467,4.2898,4.5342,4.7798,5.0266,5.2745,5.5234,5.7733 -MSFT,255,0.0001,0.0054,0.0305,0.0811,0.1557,0.2508,0.3632,0.49,0.629,0.7785,0.9369,1.1032,1.2762,1.4553,1.6397,1.8289,2.0224,2.2197,2.4206,2.6247,2.8317,3.0415,3.2537,3.4682,3.6848,3.9035,4.1239,4.3461,4.5699 -MSFT,260,0.0,0.0004,0.0055,0.0216,0.0525,0.0991,0.161,0.237,0.3258,0.426,0.5366,0.6564,0.7846,0.9203,1.0628,1.2114,1.3657,1.5252,1.6893,1.8578,2.0304,2.2066,2.3863,2.5692,2.755,2.9437,3.1349,3.3286,3.5246 -MSFT,265,0.0,0.0,0.0007,0.0046,0.0148,0.0339,0.0631,0.1031,0.1537,0.2146,0.2852,0.365,0.4533,0.5496,0.6533,0.7638,0.8807,1.0036,1.1319,1.2654,1.4037,1.5465,1.6935,1.8444,1.999,2.1571,2.3185,2.4829,2.6503 -MSFT,270,0.0,0.0,0.0001,0.0008,0.0035,0.0101,0.022,0.0405,0.0662,0.0997,0.1409,0.19,0.2465,0.3104,0.3814,0.459,0.543,0.6331,0.7289,0.8302,0.9367,1.048,1.1639,1.2843,1.4088,1.5372,1.6694,1.8052,1.9443 -MSFT,275,0.0,0.0,0.0,0.0001,0.0007,0.0026,0.0068,0.0144,0.0261,0.0428,0.0649,0.0927,0.1265,0.1662,0.2118,0.2633,0.3206,0.3835,0.4518,0.5253,0.6039,0.6874,0.7755,0.8682,0.9652,1.0663,1.1713,1.2802,1.3927 -MSFT,280,0.0,0.0,0.0,0.0,0.0001,0.0006,0.0019,0.0046,0.0095,0.0171,0.028,0.0426,0.0613,0.0844,0.1121,0.1444,0.1815,0.2233,0.2698,0.321,0.3767,0.4369,0.5015,0.5704,0.6435,0.7206,0.8016,0.8864,0.9749 -MSFT,285,0.0,0.0,0.0,0.0,0.0,0.0001,0.0005,0.0014,0.0032,0.0063,0.0113,0.0184,0.0282,0.0408,0.0567,0.0759,0.0987,0.1252,0.1555,0.1896,0.2276,0.2694,0.3151,0.3646,0.4179,0.4749,0.5355,0.5997,0.6674 -MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0004,0.001,0.0022,0.0043,0.0075,0.0123,0.0188,0.0274,0.0383,0.0516,0.0677,0.0866,0.1085,0.1334,0.1614,0.1926,0.227,0.2646,0.3055,0.3496,0.3968,0.4473 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a/tests/options/csv/test_options_controller/test_get_rho_1.csv +++ b/tests/options/csv/test_options_controller/test_get_rho_1.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0001,-0.0002,-0.0003,-0.0005,-0.0007,-0.0011,-0.0016,-0.0023,-0.0032,-0.0042,-0.0055,-0.0071,-0.009,-0.0113,-0.0139 -AAPL,100,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0001,-0.0002,-0.0005,-0.0008,-0.0014,-0.0022,-0.0034,-0.0049,-0.0069,-0.0094,-0.0124,-0.0161,-0.0204,-0.0254,-0.0312,-0.0378,-0.0453,-0.0536,-0.0628 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a/tests/options/csv/test_options_controller/test_get_theta.csv b/tests/options/csv/test_options_controller/test_get_theta.csv index abc390e9..de54fdfc 100644 --- a/tests/options/csv/test_options_controller/test_get_theta.csv +++ b/tests/options/csv/test_options_controller/test_get_theta.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0024,0.0024,0.0024,0.0023,0.0023,0.0022,0.0021,0.002,0.002,0.0019,0.0017,0.0016,0.0015 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a/tests/options/csv/test_options_controller/test_get_vera.csv b/tests/options/csv/test_options_controller/test_get_vera.csv index dbda47fd..941d469b 100644 --- a/tests/options/csv/test_options_controller/test_get_vera.csv +++ b/tests/options/csv/test_options_controller/test_get_vera.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0001,-0.0002,-0.0005,-0.0011,-0.0023,-0.0043,-0.0075,-0.0124,-0.0193,-0.0288,-0.0413,-0.0574,-0.0774,-0.1018,-0.131,-0.1654,-0.2052,-0.2508,-0.3024,-0.3601 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Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0003,0.0022,0.011,0.0389,0.1077,0.2487,0.5005,0.9046,1.5006,2.3233,3.3994,4.7463,6.3724,8.2775,10.4535,12.8864,15.5576,18.445,21.5243,24.7702,28.1573,31.6605,35.2555 -AAPL,100,0.0,0.0,0.0,0.0,0.0005,0.0078,0.0514,0.2054,0.5915,1.3574,2.6446,4.562,7.1726,10.4918,14.4939,19.1217,24.2977,29.9327,35.9341,42.2107,48.6771,55.2552,61.8761,68.48,75.0162,81.4422,87.7238,93.8334,99.7498 -AAPL,105,0.0,0.0,0.0001,0.012,0.158,0.8418,2.6893,6.2679,11.8748,19.5,28.9028,39.7152,51.5289,63.9521,76.6413,89.3127,101.7437,113.7674,125.2648,136.1564,146.3942,155.9547,164.8327,173.0369,180.5856,187.5039,193.8215,199.5705,204.7844 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+MSFT,220,4.5567,198.3567,553.5344,831.3629,999.319,1087.6233,1125.8818,1134.1246,1124.7804,1105.3908,1080.5199,1052.9352,1024.3156,995.6739,967.6116,940.4742,914.4468,889.6142,865.9987,843.5841,822.3315,802.1889,783.0977,764.997,747.8257,731.5246,716.037,701.3092,687.291 +MSFT,225,255.421,1143.456,1527.6676,1608.9563,1577.1283,1507.7136,1429.2403,1352.4158,1281.0104,1216.0247,1157.3593,1104.507,1056.8449,1013.7559,974.6748,939.1026,906.6063,876.813,849.4026,824.1007,800.671,778.9103,758.6427,739.7156,721.9964,705.3689,689.7314,674.9943,661.0787 +MSFT,230,2387.9937,2580.0616,2246.0254,1955.3417,1733.4579,1563.2638,1429.5869,1321.9896,1233.4775,1159.2931,1096.1208,1041.591,993.9697,951.9602,914.5745,881.0462,850.772,823.2703,798.1517,775.0981,753.8466,734.1784,715.9094,698.8839,682.969,668.0505,654.0299,640.8218,628.3513 +MSFT,235,3860.7629,2575.7716,2042.7953,1739.438,1538.6878,1393.6684,1282.74,1194.4054,1121.9346,1061.0979,1009.0888,963.9631,924.3268,889.1507,857.6566,829.2437,803.4401,779.8689,758.2254,738.26,719.766,702.5708,686.5288,671.5163,657.4273,644.1706,631.6671,619.8479,608.6524 +MSFT,240,3583.0739,2449.6194,1974.5936,1698.3363,1512.4344,1376.4369,1271.3959,1187.1077,1117.5288,1058.8228,1008.4219,964.5341,925.8658,891.4567,860.5768,832.6604,807.2608,784.0204,762.6488,742.9077,724.5992,707.5575,691.6423,676.7345,662.7316,649.5453,637.0989,625.3254,614.166 +MSFT,245,3463.1693,2886.3635,2354.4093,2002.4041,1758.5484,1580.0007,1443.2701,1334.8228,1246.3948,1172.6733,1110.0906,1056.1618,1009.1016,967.593,930.6426,897.4858,867.5242,840.282,815.3761,792.4941,771.3787,751.8155,733.6248,716.6543,700.7744,685.8736,671.8558,658.6376,646.1458 +MSFT,250,806.9749,1878.4865,2046.1486,1961.1315,1825.426,1691.3114,1571.2858,1466.8157,1376.3914,1297.9202,1229.4309,1169.2464,1115.991,1068.5493,1026.0188,987.6665,952.8944,921.2109,892.2091,865.5503,840.9501,818.1683,797.0009,777.2733,758.8356,741.558,725.3279,710.0469,695.6289 +MSFT,255,46.7233,589.8389,1099.1666,1356.6639,1455.2029,1472.0893,1449.3192,1408.2733,1359.7794,1309.33,1259.6827,1212.1686,1167.3661,1125.4552,1086.4079,1050.0918,1016.3268,984.9168,955.6655,928.386,902.904,879.0603,856.7098,835.7219,815.9788,797.3748,779.8145,763.2128,747.4925 +MSFT,260,0.7902,95.6418,373.524,661.5999,876.0495,1015.3282,1097.9443,1141.6747,1159.6786,1160.967,1151.5488,1135.4014,1115.1563,1092.5574,1068.7615,1044.5345,1020.3803,996.6262,973.4797,951.0669,929.4583,908.6868,888.7598,869.6678,851.3901,833.899,817.1627,801.147,785.8172 +MSFT,265,0.0044,8.5673,83.917,234.1843,405.8111,561.1208,686.7792,782.2484,851.6884,900.2259,932.5541,952.5443,963.2436,966.9973,965.5906,960.3763,952.3775,942.3686,930.9356,918.5227,905.4666,892.0226,878.3837,864.6957,851.068,837.5822,824.2984,811.2602,798.4983 +MSFT,270,0.0,0.4471,12.9516,61.9568,147.9937,252.9806,359.7401,457.9697,543.1361,614.201,671.9055,717.7441,753.4175,780.5676,800.666,814.9802,824.5775,830.3445,833.0116,833.1781,831.3344,827.8811,823.1454,817.3949,810.848,803.6835,796.0477,788.0601,779.8188 +MSFT,275,0.0,0.0142,1.4172,12.562,43.374,94.6659,160.1186,231.9646,303.971,372.0751,434.0437,488.9241,536.5686,577.2921,611.6471,640.2844,663.8714,683.0469,698.3989,710.4554,719.6831,726.4899,731.23,734.2093,735.6913,735.9024,735.0369,733.2614,730.7189 +MSFT,280,0.0,0.0003,0.1129,1.9935,10.398,29.8509,61.3635,102.8359,150.8409,201.9697,253.4518,303.2975,350.2177,393.4727,432.7195,467.8864,499.0765,526.4984,550.4187,571.1299,588.9291,604.1058,616.9334,627.6661,636.5364,643.7552,649.5126,653.979,657.3064 +MSFT,285,0.0,0.0,0.0067,0.2521,2.0701,8.0367,20.4842,40.3172,66.9894,99.0682,134.81,172.5407,210.8426,248.6119,285.0463,319.6016,351.9399,381.8808,409.3595,434.3931,457.0544,477.4524,495.7177,511.9925,526.4225,539.1528,550.3237,560.0691,568.5151 +MSFT,290,0.0,0.0,0.0003,0.0258,0.3468,1.8687,6.0168,14.1061,26.8457,44.2433,65.7692,90.5916,117.7769,146.4232,175.7341,205.049,233.8468,261.7347,288.4309,313.7454,337.5616,359.8201,380.5052,399.6334,417.2446,433.3947,448.1505,461.5852,473.7753 diff --git a/tests/options/csv/test_options_controller/test_get_vomma.csv b/tests/options/csv/test_options_controller/test_get_vomma.csv index 20d60c30..0deeb13b 100644 --- a/tests/options/csv/test_options_controller/test_get_vomma.csv +++ b/tests/options/csv/test_options_controller/test_get_vomma.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0004,0.0015,0.0046,0.0116,0.0251,0.0486,0.0861,0.1417,0.2194,0.3231,0.4562,0.6214,0.8209,1.0562,1.3282,1.637,1.9825,2.364,2.7804,3.2302,3.7119 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0002,0.0014,0.0064,0.0205,0.0521,0.111,0.2077,0.3519,0.5513,0.8117,1.1361,1.5257,1.9796,2.4954,3.0694,3.6973,4.3741,5.0945,5.8532,6.645,7.4647,8.3075,9.1689,10.0446 -AAPL,105,0.0,0.0,0.0,0.0002,0.0031,0.0195,0.072,0.1901,0.4019,0.7275,1.1765,1.7495,2.4397,3.2351,4.1216,5.0836,6.1058,7.1738,8.2744,9.396,10.5285,11.663,12.7923,13.9104,15.0123,16.094,17.1523,18.1848,19.1896 -AAPL,110,0.0,0.0,0.0023,0.0366,0.1894,0.5574,1.1907,2.0849,3.2007,4.4847,5.8828,7.3473,8.8388,10.3271,11.7896,13.21,14.5773,15.8845,17.1273,18.304,19.4144,20.4592,21.4403,22.36,23.2207,24.0254,24.777,25.4783,26.1322 -AAPL,115,0.0,0.0173,0.3086,1.2501,2.8212,4.7724,6.8638,8.9331,10.8878,12.6833,14.304,15.7507,17.0325,18.1626,19.1555,20.0257,20.7868,21.4512,22.0302,22.5338,22.9707,23.3489,23.675,23.9551,24.1944,24.3976,24.5687,24.7112,24.8283 -AAPL,120,0.0558,1.7235,4.955,8.0497,10.4987,12.3212,13.6468,14.5998,15.2776,15.7521,16.0757,16.2865,16.4122,16.4734,16.4854,16.4599,16.4055,16.3289,16.2354,16.1289,16.0127,15.8891,15.7601,15.6273,15.4919,15.355,15.2171,15.0791,14.9414 -AAPL,125,4.6718,7.2778,7.7252,7.6225,7.3684,7.08,6.7958,6.5284,6.2811,6.0539,5.8451,5.6531,5.4761,5.3123,5.1603,5.0187,4.8865,4.7627,4.6463,4.5367,4.4331,4.3351,4.242,4.1536,4.0693,3.9888,3.9118,3.8381,3.7673 -AAPL,130,0.4357,0.3139,0.2577,0.2232,0.1988,0.1801,0.1649,0.152,0.1407,0.1306,0.1213,0.1127,0.1046,0.0969,0.0895,0.0823,0.0753,0.0685,0.0617,0.055,0.0484,0.0419,0.0354,0.0289,0.0224,0.0159,0.0094,0.0028,-0.0037 -AAPL,135,3.2221,7.6155,9.3016,9.8557,9.9517,9.8514,9.6655,9.4444,9.2124,8.9813,8.7571,8.5423,8.3381,8.1447,7.9617,7.7887,7.6251,7.4702,7.3234,7.1841,7.0518,6.9258,6.8059,6.6914,6.582,6.4773,6.377,6.2808,6.1885 -AAPL,140,0.0312,1.4004,4.5636,7.897,10.7015,12.8884,14.5454,15.7857,16.7074,17.3873,17.8833,18.2389,18.4866,18.6507,18.7499,18.7983,18.8069,18.784,18.7365,18.6694,18.5869,18.4923,18.3883,18.277,18.16,18.0389,17.9147,17.7883,17.6605 -AAPL,145,0.0,0.0325,0.4771,1.7516,3.7275,6.0648,8.4851,10.8184,12.9785,14.9304,16.6685,18.2019,19.5467,20.7217,21.7457,22.6362,23.4096,24.0801,24.6606,25.1622,25.5946,25.9663,26.2845,26.5559,26.7858,26.9792,27.1404,27.2729,27.3802 -AAPL,150,0.0,0.0001,0.0157,0.155,0.5962,1.4395,2.6699,4.2054,5.9467,7.8028,9.7007,11.5868,13.4236,15.1865,16.8607,18.4382,19.9159,21.2939,22.5747,23.7622,24.8609,25.876,26.8127,27.6762,28.4716,29.2039,29.8775,30.4969,31.0662 -AAPL,155,0.0,0.0,0.0002,0.0065,0.051,0.1987,0.5189,1.0564,1.8238,2.8072,3.9769,5.2963,6.7278,8.2365,9.7919,11.3685,12.9454,14.5063,16.0384,17.5323,18.981,20.3797,21.7253,23.016,24.2509,25.4301,26.5543,27.6245,28.6421 -MSFT,180,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0004,0.0019,0.0068,0.0191,0.0448,0.092,0.1699,0.2884,0.4574,0.6857,0.9813,1.3501,1.7969,2.3244,2.934,3.6255,4.3977,5.248,6.1732,7.1695,8.2325,9.3574 -MSFT,185,0.0,0.0,0.0,0.0,0.0,0.0001,0.001,0.0051,0.0184,0.0508,0.1165,0.2314,0.4125,0.675,1.0318,1.4926,2.0636,2.7476,3.5444,4.4512,5.4635,6.5748,7.7779,9.0648,10.427,11.8561,13.3435,14.8811,16.4609 -MSFT,190,0.0,0.0,0.0,0.0,0.0002,0.0021,0.0124,0.046,0.1265,0.2827,0.5434,0.9331,1.4696,2.163,3.0165,4.0267,5.186,6.4831,7.9044,9.4355,11.0612,12.7668,14.5379,16.3612,18.2242,20.1156,22.0251,23.9438,25.8636 -MSFT,195,0.0,0.0,0.0,0.0002,0.004,0.0274,0.1068,0.2939,0.6412,1.1903,1.9653,2.9732,4.2068,5.6484,7.2741,9.0569,10.9687,12.9827,15.0735,17.2182,19.3967,21.5913,23.7868,25.9706,28.1319,30.262,32.3539,34.4019,36.4016 -MSFT,200,0.0,0.0,0.0001,0.006,0.0541,0.2298,0.6375,1.3581,2.4284,3.8439,5.5713,7.5613,9.759,12.1106,14.5669,17.0849,19.6287,22.1687,24.6814,27.1486,29.5561,31.8937,34.1539,36.332,38.4248,40.431,42.3501,44.1829,45.9308 -MSFT,205,0.0,0.0,0.0063,0.0928,0.4544,1.2879,2.6778,4.5949,6.9437,9.6068,12.4715,15.4414,18.4398,21.4087,24.3061,27.103,29.7803,32.3267,34.7363,37.0075,39.1414,41.1415,43.0122,44.759,46.3881,47.9055,49.3176,50.6305,51.8504 -MSFT,210,0.0,0.0029,0.1276,0.8135,2.4094,4.8855,7.9971,11.4682,15.0727,18.65,22.0967,25.3521,28.3847,31.1826,33.7465,36.0842,38.2079,40.1319,41.8714,43.4413,44.8562,46.1299,47.2749,48.3031,49.2251,50.0508,50.7889,51.4476,52.034 -MSFT,215,0.0001,0.1114,1.2741,4.1289,8.1492,12.6064,17.0079,21.0974,24.7698,28.0026,30.8144,33.2418,35.327,37.112,38.6359,39.9333,41.035,41.9676,42.7539,43.4135,43.9633,44.4179,44.7895,45.089,45.3255,45.5069,45.6402,45.7312,45.7852 -MSFT,220,0.0192,1.5883,6.3431,12.1438,17.4769,21.9008,25.4187,28.1635,30.284,31.9107,33.1495,34.0837,34.7777,35.2818,35.6348,35.8673,36.0031,36.0611,36.0563,36.0008,35.9042,35.7743,35.6175,35.4389,35.2429,35.0328,34.8116,34.5817,34.3451 -MSFT,225,1.0183,8.3373,15.3886,20.0257,22.8582,24.5404,25.5012,26.0041,26.2113,26.2249,26.1104,25.911,25.6554,25.3633,25.0482,24.7195,24.3837,24.0457,23.7085,23.3746,23.0455,22.7223,22.4057,22.0962,21.7939,21.4992,21.2118,20.9318,20.6591 -MSFT,230,8.1952,14.5776,16.1676,16.3027,15.9626,15.4673,14.9339,14.4082,13.9078,13.4387,13.0014,12.5948,12.2165,11.8641,11.5351,11.2274,10.9388,10.6675,10.4118,10.1704,9.9419,9.7251,9.5191,9.3229,9.1358,8.957,8.7858,8.6218,8.4643 -MSFT,235,5.9092,4.7699,4.0559,3.574,3.222,2.9501,2.7313,2.5499,2.3959,2.2627,2.1457,2.0415,1.9479,1.8628,1.7849,1.7131,1.6465,1.5844,1.5261,1.4711,1.4192,1.3699,1.3229,1.278,1.2349,1.1935,1.1537,1.1152,1.0779 -MSFT,240,2.2943,1.7046,1.4195,1.2436,1.1209,1.0288,0.9559,0.8962,0.8458,0.8022,0.764,0.7298,0.6989,0.6706,0.6444,0.62,0.5971,0.5755,0.5549,0.5352,0.5163,0.4981,0.4804,0.4633,0.4466,0.4302,0.4142,0.3984,0.3829 -MSFT,245,10.4835,13.5326,13.5203,12.9632,12.3325,11.7365,11.1982,10.7179,10.2894,9.9058,9.5607,9.2486,8.9647,8.7052,8.4669,8.247,8.0433,7.8538,7.677,7.5115,7.356,7.2096,7.0714,6.9406,6.8164,6.6984,6.586,6.4787,6.3761 -MSFT,250,3.0098,12.4842,18.3967,21.4145,22.8819,23.5253,23.7169,23.6541,23.4462,23.1557,22.8199,22.4613,22.0937,21.7258,21.3628,21.008,20.6631,20.3294,20.0071,19.6965,19.3974,19.1094,18.8322,18.5653,18.3084,18.0608,17.8222,17.5921,17.3701 -MSFT,255,0.1844,4.3707,11.5113,17.9114,22.7764,26.2948,28.7954,30.5558,31.7818,32.6199,33.1745,33.5198,33.7094,33.7826,33.7681,33.6873,33.5564,33.3877,33.1906,32.9723,32.7384,32.4933,32.2403,31.9822,31.7211,31.4587,31.1961,30.9346,30.6748 -MSFT,260,0.0032,0.7404,4.1748,9.504,15.1842,20.4099,24.9152,28.6813,31.7815,34.3132,36.3712,38.0388,39.3857,40.4694,41.3366,42.0253,42.5662,42.9846,43.301,43.5322,43.6919,43.7918,43.8412,43.8481,43.8192,43.76,43.6752,43.5687,43.444 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+MSFT,185,0.0,0.0,0.0,0.0,0.0,0.0001,0.0009,0.0047,0.0171,0.0473,0.1083,0.2154,0.3842,0.6292,0.9626,1.3936,1.9282,2.5693,3.3169,4.1688,5.1208,6.1673,7.3015,8.5161,9.8035,11.1558,12.5651,14.0239,15.5248 +MSFT,190,0.0,0.0,0.0,0.0,0.0002,0.002,0.0116,0.043,0.1186,0.2652,0.5103,0.877,1.3824,2.0365,2.8425,3.7979,4.8956,6.1253,7.4748,8.9305,10.4784,12.1047,13.796,15.5399,17.3245,19.1392,20.9745,22.8216,24.673 +MSFT,195,0.0,0.0,0.0,0.0002,0.0038,0.0258,0.1009,0.2778,0.6068,1.1275,1.8634,2.8219,3.9967,5.3717,6.9247,8.6304,10.4627,12.3961,14.4068,16.4732,18.5759,20.6982,22.8257,24.9461,27.0491,29.1263,31.1707,33.1768,35.1403 +MSFT,200,0.0,0.0,0.0001,0.0057,0.0515,0.2188,0.6076,1.2959,2.3199,3.6764,5.3346,7.2484,9.3661,11.6364,14.0126,16.4537,18.9252,21.3988,23.8518,26.2662,28.6284,30.9281,33.1581,35.3132,37.3903,39.3877,41.3048,43.1419,44.9002 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+MSFT,225,1.0036,8.2465,15.2769,19.9532,22.8589,24.6311,25.6892,26.2916,26.5981,26.7092,26.6899,26.5828,26.4167,26.2114,25.9803,25.733,25.4762,25.2147,24.952,24.6905,24.4318,24.1772,23.9275,23.6832,23.4448,23.2123,22.986,22.7657,22.5515 +MSFT,230,8.1525,14.589,16.2776,16.5122,16.2649,15.8547,15.3998,14.9468,14.5142,14.1086,13.7313,13.3816,13.0575,12.7569,12.4776,12.2176,11.9751,11.7483,11.5358,11.3363,11.1485,10.9713,10.804,10.6455,10.4952,10.3525,10.2167,10.0872,9.9637 +MSFT,235,5.9766,4.9004,4.2324,3.7882,3.4688,3.2261,3.0339,2.8772,2.7464,2.6351,2.5389,2.4547,2.3801,2.3135,2.2535,2.199,2.1492,2.1035,2.0612,2.0219,1.9852,1.9509,1.9186,1.8881,1.8593,1.8318,1.8057,1.7808,1.7569 +MSFT,240,2.2358,1.6145,1.3062,1.1112,0.9721,0.8654,0.7793,0.7074,0.6457,0.5917,0.5435,0.5,0.4602,0.4235,0.3894,0.3573,0.3271,0.2984,0.2711,0.2449,0.2197,0.1955,0.172,0.1492,0.127,0.1054,0.0843,0.0636,0.0433 +MSFT,245,10.4986,13.4491,13.3347,12.6877,11.9781,11.3118,10.71,10.1715,9.6892,9.2555,8.8634,8.5068,8.1809,7.8813,7.6046,7.348,7.109,6.8856,6.6759,6.4787,6.2925,6.1163,5.9491,5.7901,5.6385,5.4938,5.3553,5.2225,5.0951 +MSFT,250,3.0433,12.567,18.4363,21.3649,22.7269,23.2614,23.3458,23.1796,22.8726,22.4876,22.0616,21.6168,21.1669,20.72,20.2813,19.8536,19.4387,19.0372,18.6496,18.2758,17.9153,17.5678,17.2329,16.9098,16.5982,16.2973,16.0068,15.726,15.4544 +MSFT,255,0.1879,4.4391,11.6543,18.0762,22.9128,26.368,28.7834,30.4456,31.5659,32.2947,32.7385,32.9732,33.0534,33.0186,32.8982,32.7138,32.4816,32.2139,31.9202,31.6075,31.2815,30.9465,30.6057,30.2618,29.9168,29.5723,29.2295,28.8893,28.5526 +MSFT,260,0.0033,0.7577,4.262,9.6782,15.424,20.6806,25.1827,28.9169,31.9625,34.4223,36.3957,37.9691,39.215,40.193,40.9512,41.5289,41.9578,42.2636,42.4674,42.5865,42.635,42.6245,42.5647,42.4636,42.3281,42.1637,41.9751,41.7664,41.5408 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+MSFT,285,0.0,0.0,0.0001,0.0042,0.0423,0.1951,0.5742,1.2782,2.3647,3.8462,5.6992,7.878,10.3258,12.9834,15.7942,18.707,21.6777,24.6689,27.65,30.5963,33.4884,36.3114,39.054,41.7083,44.2685,46.7313,49.0949,51.3586,53.523 +MSFT,290,0.0,0.0,0.0,0.0004,0.0072,0.0458,0.1707,0.4533,0.9621,1.7465,2.8313,4.2183,5.8909,7.821,9.9733,12.3101,14.7938,17.389,20.0633,22.7879,25.5378,28.2915,31.031,33.7413,36.4102,39.0279,41.5865,44.0802,46.5042 diff --git a/tests/options/csv/test_options_controller/test_get_zomma.csv b/tests/options/csv/test_options_controller/test_get_zomma.csv index ada41ceb..6a01b542 100644 --- a/tests/options/csv/test_options_controller/test_get_zomma.csv +++ b/tests/options/csv/test_options_controller/test_get_zomma.csv @@ -1,37 +1,37 @@ Ticker,Strike Price,2022-12-31,2023-01-01,2023-01-02,2023-01-03,2023-01-04,2023-01-05,2023-01-06,2023-01-07,2023-01-08,2023-01-09,2023-01-10,2023-01-11,2023-01-12,2023-01-13,2023-01-14,2023-01-15,2023-01-16,2023-01-17,2023-01-18,2023-01-19,2023-01-20,2023-01-21,2023-01-22,2023-01-23,2023-01-24,2023-01-25,2023-01-26,2023-01-27,2023-01-28 -AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0001,0.0002,0.0003,0.0005,0.0007,0.001,0.0013,0.0017,0.0021,0.0026,0.0031,0.0036,0.0042,0.0048,0.0054,0.006,0.0066 -AAPL,100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0003,0.0006,0.0009,0.0015,0.0021,0.0029,0.0038,0.0047,0.0058,0.0068,0.0079,0.0091,0.0102,0.0112,0.0123,0.0133,0.0143,0.0152,0.0161,0.0169 -AAPL,105,0.0,0.0,0.0,0.0,0.0,0.0002,0.0006,0.0013,0.0024,0.0039,0.0057,0.0076,0.0097,0.0119,0.014,0.016,0.0179,0.0197,0.0213,0.0228,0.024,0.0252,0.0261,0.0269,0.0276,0.0282,0.0286,0.0289,0.0291 -AAPL,110,0.0,0.0,0.0,0.0005,0.0021,0.005,0.009,0.0135,0.0182,0.0225,0.0264,0.0298,0.0325,0.0346,0.0363,0.0374,0.0381,0.0385,0.0386,0.0384,0.0381,0.0375,0.0368,0.036,0.0352,0.0342,0.0332,0.0322,0.0311 -AAPL,115,0.0,0.0005,0.0055,0.0164,0.0286,0.0391,0.0467,0.0514,0.0538,0.0544,0.0537,0.0522,0.05,0.0475,0.0447,0.0418,0.0389,0.0361,0.0333,0.0305,0.0279,0.0254,0.023,0.0207,0.0185,0.0165,0.0145,0.0127,0.0109 -AAPL,120,0.0031,0.044,0.0779,0.0871,0.0827,0.0729,0.0617,0.0506,0.0405,0.0314,0.0234,0.0165,0.0104,0.005,0.0004,-0.0037,-0.0073,-0.0104,-0.0132,-0.0156,-0.0178,-0.0197,-0.0215,-0.023,-0.0243,-0.0256,-0.0267,-0.0276,-0.0285 -AAPL,125,0.1883,0.079,0.0079,-0.0298,-0.0507,-0.0628,-0.07,-0.0743,-0.0768,-0.0782,-0.0788,-0.0789,-0.0787,-0.0783,-0.0777,-0.077,-0.0762,-0.0754,-0.0745,-0.0737,-0.0728,-0.072,-0.0711,-0.0703,-0.0695,-0.0687,-0.0679,-0.0671,-0.0664 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-MSFT,215,0.0,0.001,0.0071,0.0166,0.0252,0.0313,0.0348,0.0363,0.0363,0.0353,0.0337,0.0318,0.0296,0.0273,0.0251,0.0228,0.0207,0.0186,0.0167,0.0148,0.0131,0.0114,0.0099,0.0084,0.0071,0.0058,0.0046,0.0035,0.0024 -MSFT,220,0.0003,0.0131,0.0328,0.0442,0.0476,0.0462,0.0424,0.0377,0.0328,0.0281,0.0236,0.0195,0.0158,0.0124,0.0094,0.0066,0.0042,0.002,0.0001,-0.0017,-0.0033,-0.0048,-0.0061,-0.0072,-0.0083,-0.0093,-0.0102,-0.011,-0.0117 -MSFT,225,0.0169,0.0612,0.0657,0.0548,0.0414,0.0294,0.0193,0.0111,0.0044,-0.001,-0.0055,-0.0091,-0.0121,-0.0146,-0.0167,-0.0184,-0.0199,-0.0211,-0.0221,-0.023,-0.0238,-0.0244,-0.0249,-0.0254,-0.0258,-0.0261,-0.0264,-0.0266,-0.0268 -MSFT,230,0.1105,0.0619,0.0188,-0.0062,-0.021,-0.03,-0.0357,-0.0393,-0.0416,-0.0431,-0.044,-0.0446,-0.0448,-0.0449,-0.0448,-0.0446,-0.0443,-0.044,-0.0436,-0.0433,-0.0429,-0.0425,-0.042,-0.0416,-0.0412,-0.0408,-0.0404,-0.04,-0.0396 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-MSFT,255,0.0032,0.0348,0.056,0.0594,0.0544,0.0465,0.0382,0.0304,0.0234,0.0173,0.012,0.0075,0.0035,0.0001,-0.0029,-0.0054,-0.0077,-0.0097,-0.0114,-0.0129,-0.0142,-0.0154,-0.0164,-0.0174,-0.0182,-0.0189,-0.0196,-0.0201,-0.0206 -MSFT,260,0.0001,0.0063,0.0225,0.0366,0.0443,0.0468,0.0461,0.0435,0.04,0.0361,0.0321,0.0283,0.0246,0.0211,0.0179,0.015,0.0123,0.0098,0.0075,0.0054,0.0035,0.0018,0.0002,-0.0013,-0.0026,-0.0038,-0.005,-0.006,-0.007 -MSFT,265,0.0,0.0006,0.0055,0.0145,0.0236,0.0307,0.0354,0.038,0.0389,0.0386,0.0375,0.0358,0.0339,0.0318,0.0295,0.0273,0.0251,0.023,0.0209,0.0189,0.017,0.0152,0.0135,0.0119,0.0104,0.009,0.0077,0.0064,0.0052 -MSFT,270,0.0,0.0,0.0009,0.0041,0.0093,0.0152,0.0208,0.0253,0.0287,0.0311,0.0325,0.0332,0.0334,0.033,0.0323,0.0314,0.0303,0.029,0.0277,0.0263,0.025,0.0236,0.0222,0.0208,0.0195,0.0182,0.017,0.0158,0.0146 -MSFT,275,0.0,0.0,0.0001,0.0009,0.0029,0.006,0.0099,0.0139,0.0176,0.0208,0.0235,0.0256,0.0272,0.0283,0.029,0.0293,0.0294,0.0292,0.0288,0.0283,0.0276,0.0269,0.0261,0.0252,0.0244,0.0234,0.0225,0.0216,0.0207 -MSFT,280,0.0,0.0,0.0,0.0001,0.0007,0.002,0.004,0.0065,0.0092,0.0121,0.0147,0.0172,0.0193,0.0212,0.0227,0.0239,0.0248,0.0255,0.026,0.0262,0.0263,0.0263,0.0261,0.0258,0.0255,0.025,0.0246,0.024,0.0235 -MSFT,285,0.0,0.0,0.0,0.0,0.0001,0.0005,0.0014,0.0026,0.0043,0.0062,0.0082,0.0103,0.0124,0.0143,0.016,0.0176,0.019,0.0201,0.0211,0.022,0.0226,0.0231,0.0235,0.0237,0.0239,0.0239,0.0239,0.0238,0.0236 -MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0001,0.0004,0.0009,0.0018,0.0028,0.0042,0.0056,0.0072,0.0088,0.0104,0.0119,0.0133,0.0147,0.0159,0.017,0.0179,0.0188,0.0195,0.0202,0.0207,0.0211,0.0214,0.0217,0.0218 +AAPL,95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0001,0.0002,0.0003,0.0004,0.0006,0.0009,0.0012,0.0015,0.0019,0.0024,0.0028,0.0033,0.0039,0.0044,0.005,0.0056,0.0062 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+MSFT,265,0.0,0.0006,0.0056,0.0148,0.0241,0.0313,0.036,0.0385,0.0392,0.0388,0.0375,0.0357,0.0336,0.0313,0.0289,0.0266,0.0242,0.022,0.0198,0.0177,0.0157,0.0138,0.0121,0.0104,0.0088,0.0073,0.0059,0.0046,0.0034 +MSFT,270,0.0,0.0,0.0009,0.0042,0.0096,0.0157,0.0213,0.0259,0.0293,0.0317,0.033,0.0336,0.0336,0.0332,0.0324,0.0313,0.0301,0.0287,0.0273,0.0258,0.0243,0.0228,0.0213,0.0199,0.0185,0.0171,0.0158,0.0145,0.0133 +MSFT,275,0.0,0.0,0.0001,0.0009,0.003,0.0063,0.0102,0.0143,0.0181,0.0214,0.0241,0.0262,0.0278,0.0288,0.0294,0.0297,0.0297,0.0294,0.0289,0.0283,0.0276,0.0267,0.0258,0.0249,0.0239,0.0229,0.0219,0.0209,0.0199 +MSFT,280,0.0,0.0,0.0,0.0001,0.0007,0.0021,0.0041,0.0067,0.0096,0.0125,0.0153,0.0178,0.0199,0.0218,0.0233,0.0245,0.0254,0.026,0.0264,0.0266,0.0266,0.0265,0.0263,0.0259,0.0255,0.025,0.0244,0.0238,0.0232 +MSFT,285,0.0,0.0,0.0,0.0,0.0002,0.0006,0.0014,0.0027,0.0045,0.0065,0.0086,0.0108,0.0128,0.0148,0.0166,0.0182,0.0196,0.0208,0.0217,0.0225,0.0232,0.0236,0.024,0.0242,0.0243,0.0242,0.0241,0.024,0.0237 +MSFT,290,0.0,0.0,0.0,0.0,0.0,0.0001,0.0004,0.001,0.0019,0.003,0.0044,0.0059,0.0075,0.0092,0.0108,0.0124,0.0139,0.0152,0.0165,0.0176,0.0186,0.0194,0.0201,0.0207,0.0212,0.0216,0.0219,0.0221,0.0223 diff --git a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model.csv b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model.csv index e7effea5..4a9f79bf 100644 --- a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model.csv +++ b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT -2020,0.0,0.0 -2021,0.3806,0.3335 -2022,-0.2368,-0.2325 +2020,-0.0014,-0.0014 +2021,0.3757,0.3311 +2022,-0.2486,-0.2433 diff --git a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_1.csv b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_1.csv index ebc1d142..470ad3dc 100644 --- a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_1.csv +++ b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_1.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT 2020,, -2021,inf,inf -2022,-1.6222,-1.6972 +2021,-269.3571,-237.5 +2022,-1.6617,-1.7348 diff --git a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_2.csv b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_2.csv index f5efd8aa..be1607ee 100644 --- a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_2.csv +++ b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_2.csv @@ -2,5 +2,5 @@ ,Lag 1,Lag 2,Lag 3,Lag 1,Lag 2,Lag 3 Date,,,,,, 2020,,,,,, -2021,inf,,,inf,, -2022,-1.6222,-inf,,-1.6972,-inf, +2021,-269.3571,,,-237.5,, +2022,-1.6617,176.5714,,-1.7348,172.7857, diff --git a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_3.csv b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_3.csv index f1733e4b..a1f7e96b 100644 --- a/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_3.csv +++ b/tests/performance/csv/test_performance_controller/test_get_capital_asset_pricing_model_3.csv @@ -1,12 +1,12 @@ Date,Risk Free Rate,Beta AAPL,Beta MSFT,Benchmark Returns,CAPM AAPL,CAPM MSFT -2013,0,,,,, -2014,0,,,,, -2015,0,,,,, -2016,0,,,,, -2017,0,,,,, -2018,0,,,,, -2019,0,,,,, -2020,0,1.16,1.15,0.0,0.0,0.0 -2021,0,1.32,1.16,0.29,0.38,0.33 -2022,0,1.3,1.28,-0.18,-0.24,-0.23 -2023,0,,,,, +2013,0.03,,,,, +2014,0.02,,,,, +2015,0.02,,,,, +2016,0.02,,,,, +2017,0.02,,,,, +2018,0.03,,,,, +2019,0.02,,,,, +2020,0.01,1.16,1.15,0.0,-0.0,-0.0 +2021,0.02,1.32,1.16,0.29,0.38,0.33 +2022,0.04,1.3,1.28,-0.18,-0.25,-0.24 +2023,0.04,,,,, diff --git a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha.csv b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha.csv index f7944f33..caa07a87 100644 --- a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha.csv +++ b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT -2020,0.0,0.0 -2021,-0.0341,0.1913 -2022,-0.0273,-0.0478 +2020,0.0014,0.0014 +2021,-0.0292,0.1937 +2022,-0.0155,-0.037 diff --git a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_1.csv b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_1.csv index 40014dce..508f525b 100644 --- a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_1.csv +++ b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_1.csv @@ -1,13 +1,13 @@ Date,AAPL,MSFT -2020Q1,0.0,0.0 -2020Q2,0.2553,0.1166 -2020Q3,0.1029,-0.1089 -2020Q4,-0.0244,-0.0866 -2021Q1,-0.1692,-0.0058 -2021Q2,0.0062,0.0378 -2021Q3,0.0268,0.0366 -2021Q4,0.135,0.0629 -2022Q1,0.0411,-0.0211 -2022Q2,-0.0046,0.0245 -2022Q3,0.0702,-0.0325 -2022Q4,-0.1685,-0.0783 +2020Q1,0.001,0.0014 +2020Q2,0.2547,0.1159 +2020Q3,0.1088,-0.1048 +2020Q4,-0.0205,-0.0847 +2021Q1,-0.1615,-0.0045 +2021Q2,0.0119,0.043 +2021Q3,0.0326,0.0376 +2021Q4,0.1366,0.0658 +2022Q1,0.0463,-0.014 +2022Q2,0.0047,0.0298 +2022Q3,0.0769,-0.0253 +2022Q4,-0.1507,-0.0602 diff --git a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_2.csv b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_2.csv index eb99a00c..4da6cc56 100644 --- a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_2.csv +++ b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_2.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT 2020,, -2021,-inf,inf -2022,-0.1994,-1.2499 +2021,-21.8571,137.3571 +2022,-0.4692,-1.191 diff --git a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_3.csv b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_3.csv index af5780a4..360376b3 100644 --- a/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_3.csv +++ b/tests/performance/csv/test_performance_controller/test_get_jensens_alpha_3.csv @@ -2,5 +2,5 @@ ,Lag 1,Lag 2,Lag 3,Lag 1,Lag 2,Lag 3 Date,,,,,, 2020,,,,,, -2021,-inf,,,inf,, -2022,-0.1994,-inf,,-1.2499,-inf, +2021,-21.8571,,,137.3571,, +2022,-0.4692,-12.0714,,-1.191,-27.4286, diff --git a/tests/performance/csv/test_performance_controller/test_get_m2_ratio.csv b/tests/performance/csv/test_performance_controller/test_get_m2_ratio.csv index d6a6a930..5acedbcc 100644 --- a/tests/performance/csv/test_performance_controller/test_get_m2_ratio.csv +++ b/tests/performance/csv/test_performance_controller/test_get_m2_ratio.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT -2020,0.0,0.0 -2021,1.3805,2.4931 -2022,-0.7398,-0.7938 +2020,-0.0197,-0.021 +2021,1.3203,2.4214 +2022,-0.8485,-0.9037 diff --git a/tests/performance/csv/test_performance_controller/test_get_m2_ratio_1.csv b/tests/performance/csv/test_performance_controller/test_get_m2_ratio_1.csv index 2189b73f..213449d7 100644 --- a/tests/performance/csv/test_performance_controller/test_get_m2_ratio_1.csv +++ b/tests/performance/csv/test_performance_controller/test_get_m2_ratio_1.csv @@ -1,13 +1,13 @@ Date,AAPL,MSFT -2020Q1,0.0,0.0 -2020Q2,2.5143,1.7335 -2020Q3,1.2202,0.2116 -2020Q4,0.8588,0.4578 -2021Q1,-0.4702,0.4952 -2021Q2,1.1702,1.5759 -2021Q3,0.3362,0.5207 -2021Q4,2.1526,1.7153 -2022Q1,-0.1013,-0.4951 -2022Q2,-1.0631,-0.8731 -2022Q3,0.0798,-0.6234 -2022Q4,-0.288,0.1595 +2020Q1,-0.0212,-0.0201 +2020Q2,2.4771,1.6952 +2020Q3,1.1897,0.1717 +2020Q4,0.8053,0.3878 +2021Q1,-0.5756,0.3566 +2021Q2,1.0333,1.4262 +2021Q3,0.188,0.3341 +2021Q4,2.026,1.5826 +2022Q1,-0.2546,-0.6369 +2022Q2,-1.2094,-1.0301 +2022Q3,-0.1688,-0.8831 +2022Q4,-0.48,-0.0303 diff --git a/tests/performance/csv/test_performance_controller/test_get_m2_ratio_2.csv b/tests/performance/csv/test_performance_controller/test_get_m2_ratio_2.csv index 0902f552..5aed365a 100644 --- a/tests/performance/csv/test_performance_controller/test_get_m2_ratio_2.csv +++ b/tests/performance/csv/test_performance_controller/test_get_m2_ratio_2.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT 2020,, -2021,inf,inf -2022,-1.5359,-1.3184 +2021,-68.0203,-116.3048 +2022,-1.6427,-1.3732 diff --git a/tests/performance/csv/test_performance_controller/test_get_m2_ratio_3.csv b/tests/performance/csv/test_performance_controller/test_get_m2_ratio_3.csv index 20114fa0..83b6d0d1 100644 --- a/tests/performance/csv/test_performance_controller/test_get_m2_ratio_3.csv +++ b/tests/performance/csv/test_performance_controller/test_get_m2_ratio_3.csv @@ -2,5 +2,5 @@ ,Lag 1,Lag 2,Lag 3,Lag 1,Lag 2,Lag 3 Date,,,,,, 2020,,,,,, -2021,inf,,,inf,, -2022,-1.5359,-inf,,-1.3184,-inf, +2021,-68.0203,,,-116.3048,, +2022,-1.6427,42.0711,,-1.3732,42.0333, diff --git a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio.csv b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio.csv index c05d3c66..a89b3f2f 100644 --- a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio.csv +++ b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT -2020,0.0,0.0 -2021,0.2616,0.452 -2022,-0.2027,-0.2192 +2020,-0.008,-0.008 +2021,0.2502,0.439 +2022,-0.2325,-0.2495 diff --git a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_1.csv b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_1.csv index 6748ca74..5672212b 100644 --- a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_1.csv +++ b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_1.csv @@ -1,13 +1,13 @@ Date,AAPL,MSFT -2020Q1,0.0,0.0 -2020Q2,0.4826,0.3342 -2020Q3,0.1454,0.0225 -2020Q4,0.104,0.0497 -2021Q1,-0.0543,0.0581 -2021Q2,0.088,0.1114 -2021Q3,0.0252,0.0401 -2021Q4,0.2335,0.1633 -2022Q1,-0.0126,-0.0623 -2022Q2,-0.1646,-0.1403 -2022Q3,0.0104,-0.0766 -2022Q4,-0.0399,0.0222 +2020Q1,-0.0061,-0.0058 +2020Q2,0.4754,0.3268 +2020Q3,0.1417,0.0182 +2020Q4,0.0976,0.0421 +2021Q1,-0.0665,0.0418 +2021Q2,0.0777,0.1008 +2021Q3,0.0141,0.0257 +2021Q4,0.2198,0.1506 +2022Q1,-0.0316,-0.0801 +2022Q2,-0.1872,-0.1655 +2022Q3,-0.0219,-0.1085 +2022Q4,-0.0665,-0.0042 diff --git a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_2.csv b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_2.csv index 30b65143..bd9fa360 100644 --- a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_2.csv +++ b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_2.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT 2020,, -2021,inf,inf -2022,-1.7748,-1.485 +2021,-32.275,-55.875 +2022,-1.9293,-1.5683 diff --git a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_3.csv b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_3.csv index acbc2dac..d279cc48 100644 --- a/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_3.csv +++ b/tests/performance/csv/test_performance_controller/test_get_treynor_ratio_3.csv @@ -2,5 +2,5 @@ ,Lag 1,Lag 2,Lag 3,Lag 1,Lag 2,Lag 3 Date,,,,,, 2020,,,,,, -2021,inf,,,inf,, -2022,-1.7748,-inf,,-1.485,-inf, +2021,-32.275,,,-55.875,, +2022,-1.9293,28.0625,,-1.5683,30.1875, diff --git a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index.csv b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index.csv index 364e4e3d..0d494134 100644 --- a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index.csv +++ b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT 2020,0.0,0.0 -2021,9.2967,20.5877 -2022,-3.9425,-4.3992 +2021,8.8915,19.9954 +2022,-4.5217,-5.0081 diff --git a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_1.csv b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_1.csv index 7bb4ce9e..4c56b648 100644 --- a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_1.csv +++ b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_1.csv @@ -1,13 +1,13 @@ Date,AAPL,MSFT 2020Q1,0.0,0.0 -2020Q2,23.5672,12.9369 -2020Q3,3.2977,0.5818 -2020Q4,3.6225,1.6042 -2021Q1,-1.281,2.1798 -2021Q2,3.9128,5.0857 -2021Q3,0.9419,1.885 -2021Q4,14.4638,7.873 -2022Q1,-0.291,-1.6096 -2022Q2,-2.3839,-2.2297 -2022Q3,0.1994,-1.2797 -2022Q4,-0.8634,0.5591 +2020Q2,23.2178,12.6509 +2020Q3,3.2153,0.4719 +2020Q4,3.3971,1.3591 +2021Q1,-1.5684,1.5695 +2021Q2,3.4551,4.6026 +2021Q3,0.5266,1.2096 +2021Q4,13.6133,7.264 +2022Q1,-0.7314,-2.0703 +2022Q2,-2.7119,-2.6308 +2022Q3,-0.4217,-1.813 +2022Q4,-1.439,-0.1063 diff --git a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_2.csv b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_2.csv index c02374ad..2e8544c2 100644 --- a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_2.csv +++ b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_2.csv @@ -1,4 +1,4 @@ Date,AAPL,MSFT 2020,, 2021,inf,inf -2022,-1.4241,-1.2137 +2022,-1.5085,-1.2505 diff --git a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_3.csv b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_3.csv index 88f88027..776944eb 100644 --- a/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_3.csv +++ b/tests/performance/csv/test_performance_controller/test_get_ulcer_performance_index_3.csv @@ -3,4 +3,4 @@ Date,,,,,, 2020,,,,,, 2021,inf,,,inf,, -2022,-1.4241,-inf,,-1.2137,-inf, +2022,-1.5085,-inf,,-1.2505,-inf, diff --git a/tests/performance/csv/test_performance_model/test_get_fama_and_french_model_multi.csv b/tests/performance/csv/test_performance_model/test_get_fama_and_french_model_multi.csv index d9284c07..7d62fe39 100644 --- a/tests/performance/csv/test_performance_model/test_get_fama_and_french_model_multi.csv +++ b/tests/performance/csv/test_performance_model/test_get_fama_and_french_model_multi.csv @@ -1,3 +1,3 @@ ,Intercept,Mkt-RF Slope,SMB Slope,Mean Squared Error (MSE),R Squared,0,1 -0,0.0,-5.0,5.0,0.0,1.0,, +0,0.4,-5.0,5.0,0.0,1.0,, 1,,,,,,0.0,0.0 diff --git a/tests/performance/test_performance_model.py b/tests/performance/test_performance_model.py index ae52cf5c..a757f0cf 100644 --- a/tests/performance/test_performance_model.py +++ b/tests/performance/test_performance_model.py @@ -1,4 +1,5 @@ """Performance Model Tests""" + import pandas as pd from financetoolkit.performance import performance_model @@ -73,7 +74,7 @@ def test_get_fama_and_french_model_multi(recorder): ) for result_values in regression_results: - regression_results[result_values] = regression_results[result_values].round(0) + regression_results[result_values] = round(regression_results[result_values], 2) residuals = residuals.round(0) diff --git a/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_3.csv b/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_3.csv index 1bb16a78..3591fc27 100644 --- a/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_3.csv +++ b/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_3.csv @@ -3,17 +3,17 @@ AAPL,Debt-to-Assets Ratio,0.3514,0.3478,0.3138 AAPL,Debt-to-Equity Ratio,1.8466,2.1518,1.9619 AAPL,Debt Service Coverage Ratio,0.759,0.8172,0.781 AAPL,Equity Multiplier,,5.6924,6.219 -AAPL,Free Cash Flow Yield,0.0158,0.0202, +AAPL,Free Cash Flow Yield,0.0322,0.041, AAPL,Net-Debt to EBITDA Ratio,0.8311,0.7425,0.685 -AAPL,Cash Flow Coverage Ratio,0.0158,0.0202, +AAPL,Cash Flow Coverage Ratio,0.0322,0.041, AAPL,CAPEX Coverage Ratio,-10.042,-10.379,-21.7309 AAPL,Dividend CAPEX Coverage Ratio,-3.9349,-4.4263,-5.7351 MSFT,Debt-to-Assets Ratio,0.2185,0.1847,0.1561 MSFT,Debt-to-Equity Ratio,0.5331,0.4183,0.3252 MSFT,Debt Service Coverage Ratio,0.7634,0.8343,0.8628 MSFT,Equity Multiplier,,2.3447,2.1656 -MSFT,Free Cash Flow Yield,0.0121,0.0141, +MSFT,Free Cash Flow Yield,0.0243,0.0283, MSFT,Net-Debt to EBITDA Ratio,0.7531,0.5622,0.3626 -MSFT,Cash Flow Coverage Ratio,0.0121,0.0141, +MSFT,Cash Flow Coverage Ratio,0.0243,0.0283, MSFT,CAPEX Coverage Ratio,-3.8104,-3.7246,-3.3969 MSFT,Dividend CAPEX Coverage Ratio,-2.0291,-2.0941,-1.964 diff --git a/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_4.csv b/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_4.csv index 11381c68..7b952ec3 100644 --- a/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_4.csv +++ b/tests/ratios/csv/test_ratios_controller/test_collect_solvency_ratios_4.csv @@ -3,17 +3,17 @@ AAPL,Debt-to-Assets Ratio,,-0.0102,-0.0978 AAPL,Debt-to-Equity Ratio,,0.1653,-0.0883 AAPL,Debt Service Coverage Ratio,,0.0767,-0.0443 AAPL,Equity Multiplier,,6.4999,0.0925 -AAPL,Free Cash Flow Yield,,0.2785,306.8713 +AAPL,Free Cash Flow Yield,,0.2733,150.6829 AAPL,Net-Debt to EBITDA Ratio,,-0.1066,-0.0774 -AAPL,Cash Flow Coverage Ratio,,0.2785,32.9109 +AAPL,Cash Flow Coverage Ratio,,0.2733,15.7073 AAPL,CAPEX Coverage Ratio,,0.0336,1.0937 AAPL,Dividend CAPEX Coverage Ratio,,0.1249,0.2957 MSFT,Debt-to-Assets Ratio,,-0.1547,-0.1548 MSFT,Debt-to-Equity Ratio,,-0.2153,-0.2226 MSFT,Debt Service Coverage Ratio,,0.0929,0.0342 MSFT,Equity Multiplier,,2.0714,-0.0764 -MSFT,Free Cash Flow Yield,,0.1653,152.5887 +MSFT,Free Cash Flow Yield,,0.1646,75.523 MSFT,Net-Debt to EBITDA Ratio,,-0.2535,-0.355 -MSFT,Cash Flow Coverage Ratio,,0.1653,24.7163 +MSFT,Cash Flow Coverage Ratio,,0.1646,11.8127 MSFT,CAPEX Coverage Ratio,,-0.0225,-0.088 MSFT,Dividend CAPEX Coverage Ratio,,0.032,-0.0621 diff --git a/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_3.csv b/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_3.csv index bec00df9..029244ca 100644 --- a/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_3.csv +++ b/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_3.csv @@ -1,45 +1,45 @@ -,,2021,2022,2023 -AAPL,Earnings per Share,4.4221,5.8596,6.1235 -AAPL,Revenue per Share,18.618,22.9023,24.1958 -AAPL,Price-to-Earnings,39.7549,22.08, -AAPL,Price-to-Earnings-Growth,,67.9176, -AAPL,Book Value per Share,3.7341,3.4275,3.5104 -AAPL,Price-to-Book,47.0796,37.7476, -AAPL,Interest Debt per Share,800241647.4205,756048315.6364,425588139.002 -AAPL,CAPEX per Share,-0.5348,-0.6566,-0.3332 -AAPL,Earnings Yield,0.0252,0.0453, -AAPL,Dividend Payout Ratio,0.1877,0.1507,0.1518 -AAPL,Dividend Yield,0.0198,0.0137, -AAPL,Weighted Dividend Yield,0.0047,0.0068, -AAPL,Price-to-Cash-Flow,16.0512,9.3384, -AAPL,Price-to-Free-Cash-Flow,36.3539,21.0093, -AAPL,Market Cap,6046312781400.0,4294217682440.0, -AAPL,Enterprise Value,6210511781400.0,4480419682440.0, -AAPL,EV-to-Sales,9.6989,5.8942, -AAPL,EV-to-EBIT,34.1582,19.1564, -AAPL,EV-to-EBITDA,31.4334,17.8664, -AAPL,EV-to-Operating-Cash-Flow,33.6227,19.8083, -AAPL,Tangible Asset Value,128429000000.0,113762000000.0,112818000000.0 -AAPL,Net Current Asset Value,47676000000.0,-9222000000.0,-20319000000.0 -MSFT,Earnings per Share,6.9029,8.8466,9.6655 -MSFT,Revenue per Share,20.3455,24.1852,27.3238 -MSFT,Price-to-Earnings,47.9422,26.9245, -MSFT,Price-to-Earnings-Growth,,95.6126, -MSFT,Book Value per Share,17.0226,20.3677,24.8311 -MSFT,Price-to-Book,19.4412,11.6945, -MSFT,Interest Debt per Share,543993910.9193,517552264.7139,499141106.1162 -MSFT,CAPEX per Share,-2.3584,-2.9382,-3.4634 -MSFT,Earnings Yield,0.0209,0.0371, -MSFT,Dividend Payout Ratio,0.2999,0.2586,0.2614 -MSFT,Dividend Yield,0.0133,0.0203, -MSFT,Weighted Dividend Yield,0.0063,0.0096, -MSFT,Price-to-Cash-Flow,18.3225,10.8337, -MSFT,Price-to-Free-Cash-Flow,49.929,29.7534, -MSFT,Market Cap,5060403540000.0,3608102120000.0, -MSFT,Enterprise Value,5171376540000.0,3708992120000.0, -MSFT,EV-to-Sales,16.6227,10.124, -MSFT,EV-to-EBIT,40.0649,23.2937, -MSFT,EV-to-EBITDA,35.0942,20.6692, -MSFT,EV-to-Operating-Cash-Flow,37.6333,22.3737, -MSFT,Tangible Asset Value,167230000000.0,191295000000.0,237355000000.0 -MSFT,Net Current Asset Value,205354000000.0,170351000000.0,154710000000.0 +,,2020,2021,2022,2023 +AAPL,Earnings per Share,,9.0182,11.9126,12.4457 +AAPL,Revenue per Share,,37.9683,46.5609,49.177 +AAPL,Price-to-Earnings,,19.4939,10.8608, +AAPL,Price-to-Earnings-Growth,,,33.8343, +AAPL,Book Value per Share,,7.6152,6.9682,7.1347 +AAPL,Price-to-Book,,23.0854,18.5672, +AAPL,Interest Debt per Share,,392404221.0453,371884106.8353,209395600.5919 +AAPL,CAPEX per Share,,-1.0907,-1.3349,-0.6772 +AAPL,Earnings Yield,,0.0513,0.0921, +AAPL,Dividend Payout Ratio,,0.1877,0.1507,0.1518 +AAPL,Dividend Yield,,0.0198,0.0137, +AAPL,Weighted Dividend Yield,,0.0096,0.0139, +AAPL,Price-to-Cash-Flow,,16.0512,9.3384, +AAPL,Price-to-Free-Cash-Flow,,17.8264,10.334, +AAPL,Market Cap,2288483619840.0,2964852760200.0,2112234462220.0, +AAPL,Enterprise Value,,3129051760200.0,2298436462220.0, +AAPL,EV-to-Sales,,4.8866,3.0237, +AAPL,EV-to-EBIT,,17.21,9.8272, +AAPL,EV-to-EBITDA,,15.8371,9.1654, +AAPL,EV-to-Operating-Cash-Flow,,16.9402,10.1616, +AAPL,Tangible Asset Value,,128429000000.0,113762000000.0,112818000000.0 +AAPL,Net Current Asset Value,,47676000000.0,-9222000000.0,-20319000000.0 +MSFT,Earnings per Share,,13.8738,17.7731,19.419 +MSFT,Revenue per Share,,40.8916,48.5886,54.8963 +MSFT,Price-to-Earnings,,23.8536,13.4017, +MSFT,Price-to-Earnings-Growth,,,47.6759, +MSFT,Book Value per Share,,34.2129,40.9191,49.8882 +MSFT,Price-to-Book,,9.673,5.821, +MSFT,Interest Debt per Share,,270662852.2839,257614475.5705,248440070.9366 +MSFT,CAPEX per Share,,-4.7401,-5.9029,-6.9584 +MSFT,Earnings Yield,,0.0419,0.0746, +MSFT,Dividend Payout Ratio,,0.2999,0.2586,0.2614 +MSFT,Dividend Yield,,0.0133,0.0203, +MSFT,Weighted Dividend Yield,,0.0126,0.0193, +MSFT,Price-to-Cash-Flow,,18.3225,10.8337, +MSFT,Price-to-Free-Cash-Flow,,24.8421,14.8099, +MSFT,Market Cap,1667518320000.0,2517791520000.0,1795952600000.0, +MSFT,Enterprise Value,,2628764520000.0,1896842600000.0, +MSFT,EV-to-Sales,,8.4498,5.1776, +MSFT,EV-to-EBIT,,20.3662,11.9128, +MSFT,EV-to-EBITDA,,17.8394,10.5706, +MSFT,EV-to-Operating-Cash-Flow,,19.1301,11.4423, +MSFT,Tangible Asset Value,,167230000000.0,191295000000.0,237355000000.0 +MSFT,Net Current Asset Value,,205354000000.0,170351000000.0,154710000000.0 diff --git a/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_4.csv b/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_4.csv index 7fe8b077..e8096e3d 100644 --- a/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_4.csv +++ b/tests/ratios/csv/test_ratios_controller/test_collect_valuation_ratios_4.csv @@ -1,45 +1,45 @@ -,,2021,2022,2023 -AAPL,Earnings per Share,,0.3251,0.045 -AAPL,Revenue per Share,,0.2301,0.0565 -AAPL,Price-to-Earnings,,-0.4446,0.0958 -AAPL,Price-to-Earnings-Growth,,0.7084,-0.6437 -AAPL,Book Value per Share,,-0.0821,0.0242 -AAPL,Price-to-Book,,-0.1982,-0.907 -AAPL,Interest Debt per Share,,-0.0552,-0.4371 -AAPL,CAPEX per Share,,0.2277,-0.4925 -AAPL,Earnings Yield,,0.7976,-8.3554 -AAPL,Dividend Payout Ratio,,-0.1971,0.0073 -AAPL,Dividend Yield,,-0.3081,10.0803 -AAPL,Weighted Dividend Yield,,0.4468,21.3235 -AAPL,Price-to-Cash-Flow,,-0.4182,-0.9837 -AAPL,Price-to-Free-Cash-Flow,,-0.4221,-0.9928 -AAPL,Market Cap,,-0.2898,-1.0 -AAPL,Enterprise Value,,-0.2786,-1.0 -AAPL,EV-to-Sales,,-0.3923,-0.9742 -AAPL,EV-to-EBIT,,-0.4392,-0.9921 -AAPL,EV-to-EBITDA,,-0.4316,-0.9915 -AAPL,EV-to-Operating-Cash-Flow,,-0.4109,-0.9923 -AAPL,Tangible Asset Value,,-0.1142,-0.0083 -AAPL,Net Current Asset Value,,-1.1934,1.2033 -MSFT,Earnings per Share,,0.2816,0.0926 -MSFT,Revenue per Share,,0.1887,0.1298 -MSFT,Price-to-Earnings,,-0.4384,0.0148 -MSFT,Price-to-Earnings-Growth,,0.9943,-0.7142 -MSFT,Book Value per Share,,0.1965,0.2191 -MSFT,Price-to-Book,,-0.3985,1.1233 -MSFT,Interest Debt per Share,,-0.0486,-0.0356 -MSFT,CAPEX per Share,,0.2458,0.1787 -MSFT,Earnings Yield,,0.7751,-94.3531 -MSFT,Dividend Payout Ratio,,-0.1377,0.0108 -MSFT,Dividend Yield,,0.5263,11.8768 -MSFT,Weighted Dividend Yield,,0.5238,26.2292 -MSFT,Price-to-Cash-Flow,,-0.4087,-0.9759 -MSFT,Price-to-Free-Cash-Flow,,-0.4041,-0.9912 -MSFT,Market Cap,,-0.287,-1.0 -MSFT,Enterprise Value,,-0.2828,-1.0 -MSFT,EV-to-Sales,,-0.391,-0.9742 -MSFT,EV-to-EBIT,,-0.4186,-0.9888 -MSFT,EV-to-EBITDA,,-0.411,-0.9874 -MSFT,EV-to-Operating-Cash-Flow,,-0.4055,-0.9883 -MSFT,Tangible Asset Value,,0.1439,0.2408 -MSFT,Net Current Asset Value,,-0.1705,-0.0918 +,,2020,2021,2022,2023 +AAPL,Earnings per Share,,,0.321,0.0448 +AAPL,Revenue per Share,,,0.2263,0.0562 +AAPL,Price-to-Earnings,,,-0.4429,3.5279 +AAPL,Price-to-Earnings-Growth,,,0.7356,0.4535 +AAPL,Book Value per Share,,,-0.085,0.0239 +AAPL,Price-to-Book,,,-0.1957,-0.6157 +AAPL,Interest Debt per Share,,,-0.0523,-0.4369 +AAPL,CAPEX per Share,,,0.2239,-0.4927 +AAPL,Earnings Yield,,,0.7953,-8.3529 +AAPL,Dividend Payout Ratio,,,-0.1971,0.0073 +AAPL,Dividend Yield,,,-0.3081,10.0803 +AAPL,Weighted Dividend Yield,,,0.4479,9.9209 +AAPL,Price-to-Cash-Flow,,,-0.4182,-0.9837 +AAPL,Price-to-Free-Cash-Flow,,,-0.4203,-0.9853 +AAPL,Market Cap,,0.2956,-0.2876,-1.0 +AAPL,Enterprise Value,,0.3673,-0.2655,-1.0 +AAPL,EV-to-Sales,,-1.0,-0.3812,-0.9498 +AAPL,EV-to-EBIT,,-1.0,-0.429,-0.9846 +AAPL,EV-to-EBITDA,,-1.0,-0.4213,-0.9834 +AAPL,EV-to-Operating-Cash-Flow,,-1.0,-0.4001,-0.9851 +AAPL,Tangible Asset Value,,-0.9439,-0.1142,-0.0083 +AAPL,Net Current Asset Value,,-0.9792,-1.1934,1.2033 +MSFT,Earnings per Share,,-1.0,0.2811,0.0926 +MSFT,Revenue per Share,,-1.0,0.1882,0.1298 +MSFT,Price-to-Earnings,,-1.0,-0.4382,3.0962 +MSFT,Price-to-Earnings-Growth,,-1.0,0.9987,0.1514 +MSFT,Book Value per Share,,-1.0,0.196,0.2192 +MSFT,Price-to-Book,,-1.0,-0.3982,7.5704 +MSFT,Interest Debt per Share,,-0.9999,-0.0482,-0.0356 +MSFT,CAPEX per Share,,-1.0,0.2453,0.1788 +MSFT,Earnings Yield,,-1.0,0.7804,-94.2761 +MSFT,Dividend Payout Ratio,,-1.0,-0.1377,0.0108 +MSFT,Dividend Yield,,-1.0,0.5263,11.8768 +MSFT,Weighted Dividend Yield,,-1.0,0.5317,12.544 +MSFT,Price-to-Cash-Flow,,-1.0,-0.4087,-0.9759 +MSFT,Price-to-Free-Cash-Flow,,-1.0,-0.4038,-0.9823 +MSFT,Market Cap,,0.5099,-0.2867,-1.0 +MSFT,Enterprise Value,,0.5765,-0.2784,-1.0 +MSFT,EV-to-Sales,,-1.0,-0.3873,-0.9495 +MSFT,EV-to-EBIT,,-1.0,-0.4151,-0.9781 +MSFT,EV-to-EBITDA,,-1.0,-0.4075,-0.9753 +MSFT,EV-to-Operating-Cash-Flow,,-1.0,-0.4019,-0.9772 +MSFT,Tangible Asset Value,,-0.8997,0.1439,0.2408 +MSFT,Net Current Asset Value,,-0.8769,-0.1705,-0.0918 diff --git a/tests/risk/csv/test_cvar_model/test_get_cvar_studentt.csv b/tests/risk/csv/test_cvar_model/test_get_cvar_studentt.csv index 3b83d10e..90d4a87a 100644 --- a/tests/risk/csv/test_cvar_model/test_get_cvar_studentt.csv +++ b/tests/risk/csv/test_cvar_model/test_get_cvar_studentt.csv @@ -1,2 +1,2 @@ ,0 -0,0.1063313877117323 +0,0.10633138771173228 diff --git a/tests/risk/test_cvar_model.py b/tests/risk/test_cvar_model.py index 247a6ce4..0b4f6c4b 100644 --- a/tests/risk/test_cvar_model.py +++ b/tests/risk/test_cvar_model.py @@ -1,4 +1,5 @@ """Conditional Value at Risk Model Tests""" + import pandas as pd from financetoolkit.risk import cvar_model diff --git a/tests/risk/test_evar_model.py b/tests/risk/test_evar_model.py index 66689fd3..c015b340 100644 --- a/tests/risk/test_evar_model.py +++ b/tests/risk/test_evar_model.py @@ -1,4 +1,5 @@ """Entropic Value at Risk Model Tests""" + import pandas as pd from financetoolkit.risk import evar_model diff --git a/tests/risk/test_risk_model.py b/tests/risk/test_risk_model.py index f9621ce9..3b5889fa 100644 --- a/tests/risk/test_risk_model.py +++ b/tests/risk/test_risk_model.py @@ -1,4 +1,5 @@ """Risk Model Tests""" + import pandas as pd from financetoolkit.risk import risk_model diff --git a/tests/risk/test_var_model.py b/tests/risk/test_var_model.py index d876889f..938b6fc2 100644 --- a/tests/risk/test_var_model.py +++ b/tests/risk/test_var_model.py @@ -1,4 +1,5 @@ """Value at Risk Model Tests""" + import pandas as pd from financetoolkit.risk import var_model diff --git a/tests/technical/test_breadth_model.py b/tests/technical/test_breadth_model.py index 4b4ec87c..b4accf54 100644 --- a/tests/technical/test_breadth_model.py +++ b/tests/technical/test_breadth_model.py @@ -1,4 +1,5 @@ """Breadth Model Tests""" + import pandas as pd from financetoolkit.technicals import breadth_model diff --git a/tests/technical/test_momentum_model.py b/tests/technical/test_momentum_model.py index 35205d2e..be977f15 100644 --- a/tests/technical/test_momentum_model.py +++ b/tests/technical/test_momentum_model.py @@ -1,4 +1,5 @@ """Momentum Model Tests""" + import pandas as pd from financetoolkit.technicals import momentum_model diff --git a/tests/technical/test_overlap_model.py b/tests/technical/test_overlap_model.py index 4b005ee6..905e86e5 100644 --- a/tests/technical/test_overlap_model.py +++ b/tests/technical/test_overlap_model.py @@ -1,4 +1,5 @@ """Overlap Model Tests""" + import pandas as pd from financetoolkit.technicals import overlap_model diff --git a/tests/technical/test_volatility_model.py b/tests/technical/test_volatility_model.py index 0cfc7e89..543e0195 100644 --- a/tests/technical/test_volatility_model.py +++ b/tests/technical/test_volatility_model.py @@ -1,4 +1,5 @@ """Volatility Model Tests""" + import pandas as pd from financetoolkit.technicals import volatility_model