Integrating the fmp submenu into the fa menu + plotting + ratios (#2102)

* Moving changes from previous pr to new branch with working tests

* Fix website

* Tests : stocks/fundamental_analysis

* stocks/fundamental_analysis/fa_controller : fix bug

* Fix requested changes

* Fix linting

* Fix warnings

* Linting

Co-authored-by: Chavithra PARANA <chavithra@gmail.com>
Co-authored-by: Jeroen Bouma <jer.bouma@gmail.com>

data_sources_default.json

@@ -16,12 +16,20 @@
             "income": [
                 "yf",
                 "polygon",
-                "av"
+                "av",
+                "fmp"
             ],
             "balance": [
                 "yf",
                 "polygon",
-                "av"
+                "av",
+                "fmp"
+            ],
+            "cash": [
+                "yf",
+                "polygon",
+                "av",
+                "fmp"
             ]
         },
         "options": {

i18n/en.yml

@@ -363,8 +363,13 @@ en:
   stocks/fa/earnings: earnings dates and reported EPS
   stocks/fa/fraud: key fraud ratios
   stocks/fa/dupont: detailed breakdown for return on equity
-  stocks/fa/_sources_: Other sources
-  stocks/fa/fmp: profile,quote,enterprise,dcf,income,ratios,growth from FMP
+  stocks/fa/profile: company profile
+  stocks/fa/quote: detailed stock quote information
+  stocks/fa/enterprise: company enterprise value
+  stocks/fa/metrics: key metrics over time
+  stocks/fa/ratios: in-depth ratios over time
+  stocks/fa/growth: growth of financial statement items and ratios
+  stocks/fa/dcfc: determine the (historical) discounted cash flow
   stocks/res/_ticker: Ticker
   stocks/res/macroaxis: www.macroaxis.com
   stocks/res/yahoo: www.finance.yahoo.com

openbb_terminal/stocks/fundamental_analysis/av_model.py

@@ -147,7 +147,11 @@ def get_key_metrics(ticker: str) -> pd.DataFrame:
 
 @log_start_end(log=logger)
 def get_income_statements(
-    ticker: str, number: int, quarterly: bool = False
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: bool = False,
 ) -> pd.DataFrame:
     """Get income statements for company
 
@@ -159,11 +163,15 @@ def get_income_statements(
         Number of past to get
     quarterly : bool, optional
         Flag to get quarterly instead of annual, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: bool
+        If the data shall be formatted ready to plot
 
     Returns
     -------
     pd.DataFrame
-        Dataframe of income statements
+        DataFrame of income statements
     """
     url = (
         f"https://www.alphavantage.co/query?function=INCOME_STATEMENT&symbol={ticker}"
@@ -204,15 +212,35 @@ def get_income_statements(
                 return pd.DataFrame()
 
             df_fa = df_fa.set_index("fiscalDateEnding")
-            df_fa = df_fa.head(number)
-            df_fa = df_fa.applymap(lambda x: lambda_long_number_format(x))
-            return df_fa[::-1].T
+            df_fa = df_fa[::-1].T
+
+            df_fa = df_fa.replace("None", "0")
+            df_fa.iloc[1:] = df_fa.iloc[1:].astype("float")
+
+            df_fa_c = df_fa.iloc[:, -number:].applymap(
+                lambda x: lambda_long_number_format(x)
+            )
+
+            if ratios:
+                df_fa_pc = df_fa.iloc[1:].pct_change(axis="columns").fillna(0)
+                j = 0
+                for i in list(range(1, 25)):
+                    df_fa.iloc[i] = df_fa_pc.iloc[j]
+                    j += 1
+
+            df_fa = df_fa.iloc[:, 0:number]
+
+            return df_fa_c if not plot else df_fa
     return pd.DataFrame()
 
 
 @log_start_end(log=logger)
 def get_balance_sheet(
-    ticker: str, number: int, quarterly: bool = False
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: bool = False,
 ) -> pd.DataFrame:
     """Get balance sheets for company
 
@@ -224,11 +252,15 @@ def get_balance_sheet(
         Number of past to get
     quarterly : bool, optional
         Flag to get quarterly instead of annual, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: bool
+        If the data shall be formatted ready to plot
 
     Returns
     -------
     pd.DataFrame
-        Dataframe of balance sheet statements
+        DataFrame of the balance sheet
     """
     url = f"https://www.alphavantage.co/query?function=BALANCE_SHEET&symbol={ticker}&apikey={cfg.API_KEY_ALPHAVANTAGE}"
     r = requests.get(url)
@@ -262,14 +294,40 @@ def get_balance_sheet(
             return pd.DataFrame()
 
         df_fa = df_fa.set_index("fiscalDateEnding")
-        df_fa = df_fa.head(number)
-        df_fa = df_fa.applymap(lambda x: lambda_long_number_format(x))
-        return df_fa[::-1].T
+        df_fa = df_fa[::-1].T
+
+        df_fa = df_fa.replace("None", "0")
+        df_fa.iloc[1:] = df_fa.iloc[1:].astype("float")
+
+        df_fa_c = df_fa.iloc[:, -number:].applymap(
+            lambda x: lambda_long_number_format(x)
+        )
+
+        if ratios:
+            df_fa_pc = df_fa.iloc[1:].pct_change(axis="columns").fillna(0)
+            j = 0
+            for i in list(range(1, 37)):
+                df_fa.iloc[i] = df_fa_pc.iloc[j]
+                j += 1
+
+            df_fa_c = df_fa.iloc[:, 0:number].applymap(
+                lambda x: lambda_long_number_format(x)
+            )
+
+        df_fa = df_fa.iloc[:, 0:number]
+
+        return df_fa_c if not plot else df_fa
     return pd.DataFrame()
 
 
 @log_start_end(log=logger)
-def get_cash_flow(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
+def get_cash_flow(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: bool = False,
+) -> pd.DataFrame:
     """Get cash flows for company
 
     Parameters
@@ -280,6 +338,10 @@ def get_cash_flow(ticker: str, number: int, quarterly: bool = False) -> pd.DataF
         Number of past to get
     quarterly : bool, optional
         Flag to get quarterly instead of annual, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: bool
+        If the data shall be formatted ready to plot
 
     Returns
     -------
@@ -321,9 +383,29 @@ def get_cash_flow(ticker: str, number: int, quarterly: bool = False) -> pd.DataF
                 return pd.DataFrame()
 
             df_fa = df_fa.set_index("fiscalDateEnding")
-            df_fa = df_fa.head(number)
-            df_fa = df_fa.applymap(lambda x: lambda_long_number_format(x))
-            return df_fa[::-1].T
+            df_fa = df_fa[::-1].T
+
+            df_fa = df_fa.replace("None", "0")
+            df_fa.iloc[1:] = df_fa.iloc[1:].astype("float")
+
+            df_fa_c = df_fa.iloc[:, -number:].applymap(
+                lambda x: lambda_long_number_format(x)
+            )
+
+            if ratios:
+                df_fa_pc = df_fa.iloc[1:].pct_change(axis="columns").fillna(0)
+                j = 0
+                for i in list(range(1, 37)):
+                    df_fa.iloc[i] = df_fa_pc.iloc[j]
+                    j += 1
+
+                df_fa_c = df_fa.iloc[:, 0:number].applymap(
+                    lambda x: lambda_long_number_format(x)
+                )
+
+            df_fa = df_fa.iloc[:, 0:number]
+
+            return df_fa_c if not plot else df_fa
     return pd.DataFrame()
 
 

openbb_terminal/stocks/fundamental_analysis/av_view.py

@@ -71,7 +71,12 @@ def display_key(ticker: str):
 @log_start_end(log=logger)
 @check_api_key(["API_KEY_ALPHAVANTAGE"])
 def display_income_statement(
-    ticker: str, limit: int, quarterly: bool = False, export: str = ""
+    ticker: str,
+    limit: int = 5,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
+    export: str = "",
 ):
     """Alpha Vantage income statement
 
@@ -80,27 +85,80 @@ def display_income_statement(
     ticker : str
         Fundamental analysis ticker symbol
     limit: int
-        Number of past statements
+        Number of past statements, by default 5
     quarterly: bool
-        Flag to get quarterly instead of annual
+        Flag to get quarterly instead of annual, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
     export: str
         Format to export data
     """
-    df_income = av_model.get_income_statements(ticker, limit, quarterly)
+    df_income = av_model.get_income_statements(
+        ticker, limit, quarterly, ratios, bool(plot)
+    )
 
     if df_income.empty:
         return
 
-    indexes = df_income.index
-    new_indexes = [camel_case_split(ind) for ind in indexes]
-    df_income.index = new_indexes
+    if plot:
+        rows_plot = len(plot)
+        maximum_value = df_income.max().max()
+        income_plot_data = df_income.transpose()
+        income_plot_data.columns = income_plot_data.columns.str.lower()
 
-    print_rich_table(
-        df_income,
-        headers=list(df_income.columns),
-        title=f"{ticker} Income Statement",
-        show_index=True,
-    )
+        if not ratios:
+            if maximum_value > 1_000_000_000_000:
+                df_rounded = income_plot_data / 1_000_000_000_000
+                denomination = " in Trillions"
+            elif maximum_value > 1_000_000_000:
+                df_rounded = income_plot_data / 1_000_000_000
+                denomination = " in Billions"
+            elif maximum_value > 1_000_000:
+                df_rounded = income_plot_data / 1_000_000
+                denomination = " in Millions"
+            elif maximum_value > 1_000:
+                df_rounded = income_plot_data / 1_000
+                denomination = " in Thousands"
+            else:
+                df_rounded = income_plot_data
+                denomination = ""
+        else:
+            df_rounded = income_plot_data
+            denomination = ""
+
+        if rows_plot == 1:
+            fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            df_rounded[plot[0].replace("_", "")].plot()
+            title = (
+                f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                if ratios
+                else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+            )
+            plt.title(title)
+            theme.style_primary_axis(ax)
+            theme.visualize_output()
+        else:
+            fig, axes = plt.subplots(rows_plot)
+            for i in range(rows_plot):
+                axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+            theme.style_primary_axis(axes[0])
+            fig.autofmt_xdate()
+    else:
+        indexes = df_income.index
+        new_indexes = [camel_case_split(ind) for ind in indexes]
+        df_income.index = new_indexes
+
+        print_rich_table(
+            df_income,
+            headers=list(df_income.columns),
+            title=f"{ticker} Income Statement"
+            if not ratios
+            else f"{'QoQ' if quarterly else 'YoY'} Change of {ticker} Income Statement",
+            show_index=True,
+        )
 
     export_data(export, os.path.dirname(os.path.abspath(__file__)), "income", df_income)
 
@@ -108,7 +166,12 @@ def display_income_statement(
 @log_start_end(log=logger)
 @check_api_key(["API_KEY_ALPHAVANTAGE"])
 def display_balance_sheet(
-    ticker: str, limit: int, quarterly: bool = False, export: str = ""
+    ticker: str,
+    limit: int = 5,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
+    export: str = "",
 ):
     """Alpha Vantage balance sheet statement
 
@@ -117,27 +180,82 @@ def display_balance_sheet(
     ticker : str
         Fundamental analysis ticker symbol
     limit: int
-        Number of past statements
+        Number of past statements, by default 5
     quarterly: bool
-        Flag to get quarterly instead of annual
+        Flag to get quarterly instead of annual, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
     export: str
         Format to export data
     """
-    df_balance = av_model.get_balance_sheet(ticker, limit, quarterly)
+    df_balance = av_model.get_balance_sheet(
+        ticker, limit, quarterly, ratios, bool(plot)
+    )
 
     if df_balance.empty:
         return
 
-    indexes = df_balance.index
-    new_indexes = [camel_case_split(ind) for ind in indexes]
-    df_balance.index = new_indexes
+    if plot:
+        rows_plot = len(plot)
+        maximum_value = df_balance.max().max()
+        balance_plot_data = df_balance.transpose()
+        balance_plot_data.columns = balance_plot_data.columns.str.lower()
 
-    print_rich_table(
-        df_balance,
-        headers=list(df_balance.columns),
-        title=f"{ticker} Balance Sheet",
-        show_index=True,
-    )
+        if not ratios:
+            if maximum_value > 1_000_000_000_000:
+                df_rounded = balance_plot_data / 1_000_000_000_000
+                denomination = " in Trillions"
+            elif maximum_value > 1_000_000_000:
+                df_rounded = balance_plot_data / 1_000_000_000
+                denomination = " in Billions"
+            elif maximum_value > 1_000_000:
+                df_rounded = balance_plot_data / 1_000_000
+                denomination = " in Millions"
+            elif maximum_value > 1_000:
+                df_rounded = balance_plot_data / 1_000
+                denomination = " in Thousands"
+            else:
+                df_rounded = balance_plot_data
+                denomination = ""
+        else:
+            df_rounded = balance_plot_data
+            denomination = ""
+
+        if rows_plot == 1:
+            fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            df_rounded[plot[0].replace("_", "")].plot()
+            title = (
+                f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                if ratios
+                else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+            )
+            plt.title(title)
+            theme.style_primary_axis(ax)
+            theme.visualize_output()
+        else:
+            fig, axes = plt.subplots(rows_plot)
+            for i in range(rows_plot):
+                axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+            theme.style_primary_axis(axes[0])
+            fig.autofmt_xdate()
+
+    else:
+
+        indexes = df_balance.index
+        new_indexes = [camel_case_split(ind) for ind in indexes]
+        df_balance.index = new_indexes
+
+        print_rich_table(
+            df_balance,
+            headers=list(df_balance.columns),
+            title=f"{ticker} Balance Sheet"
+            if not ratios
+            else f"{'QoQ' if quarterly else 'YoY'} Change of {ticker} Balance Sheet",
+            show_index=True,
+        )
 
     export_data(
         export, os.path.dirname(os.path.abspath(__file__)), "balance", df_balance
@@ -147,7 +265,12 @@ def display_balance_sheet(
 @log_start_end(log=logger)
 @check_api_key(["API_KEY_ALPHAVANTAGE"])
 def display_cash_flow(
-    ticker: str, limit: int, quarterly: bool = False, export: str = ""
+    ticker: str,
+    limit: int = 5,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
+    export: str = "",
 ):
     """Alpha Vantage income statement
 
@@ -156,27 +279,80 @@ def display_cash_flow(
     ticker : str
         Fundamental analysis ticker symbol
     limit: int
-        Number of past statements
+        Number of past statements, by default 5
     quarterly: bool
-        Flag to get quarterly instead of annual
+        Flag to get quarterly instead of annual, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
     export: str
         Format to export data
     """
-    df_cash = av_model.get_cash_flow(ticker, limit, quarterly)
+    df_cash = av_model.get_cash_flow(ticker, limit, quarterly, ratios, bool(plot))
 
     if df_cash.empty:
         return
 
-    indexes = df_cash.index
-    new_indexes = [camel_case_split(ind) for ind in indexes]
-    df_cash.index = new_indexes
+    if plot:
+        rows_plot = len(plot)
+        maximum_value = df_cash.max().max()
+        cash_plot_data = df_cash.transpose()
+        cash_plot_data.columns = cash_plot_data.columns.str.lower()
 
-    print_rich_table(
-        df_cash,
-        headers=list(df_cash.columns),
-        title=f"{ticker} Cash flow",
-        show_index=True,
-    )
+        if not ratios:
+            if maximum_value > 1_000_000_000_000:
+                df_rounded = cash_plot_data / 1_000_000_000_000
+                denomination = " in Trillions"
+            elif maximum_value > 1_000_000_000:
+                df_rounded = cash_plot_data / 1_000_000_000
+                denomination = " in Billions"
+            elif maximum_value > 1_000_000:
+                df_rounded = cash_plot_data / 1_000_000
+                denomination = " in Millions"
+            elif maximum_value > 1_000:
+                df_rounded = cash_plot_data / 1_000
+                denomination = " in Thousands"
+            else:
+                df_rounded = cash_plot_data
+                denomination = ""
+        else:
+            df_rounded = cash_plot_data
+            denomination = ""
+
+        if rows_plot == 1:
+            fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            df_rounded[plot[0].replace("_", "")].plot()
+            title = (
+                f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                if ratios
+                else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+            )
+            plt.title(title)
+            theme.style_primary_axis(ax)
+            theme.visualize_output()
+        else:
+            fig, axes = plt.subplots(rows_plot)
+            for i in range(rows_plot):
+                axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+            theme.style_primary_axis(axes[0])
+            fig.autofmt_xdate()
+
+    else:
+
+        indexes = df_cash.index
+        new_indexes = [camel_case_split(ind) for ind in indexes]
+        df_cash.index = new_indexes
+
+        print_rich_table(
+            df_cash,
+            headers=list(df_cash.columns),
+            title=f"{ticker} Cash flow"
+            if not ratios
+            else f"{'QoQ' if quarterly else 'YoY'} Change of {ticker} Cash flow",
+            show_index=True,
+        )
 
     export_data(export, os.path.dirname(os.path.abspath(__file__)), "cash", df_cash)
 

openbb_terminal/stocks/fundamental_analysis/fa_api.py

@@ -9,7 +9,7 @@ from openbb_terminal.helper_classes import ModelsNamespace as _models
 from .eclect_us_view import display_analysis as analysis
 from .business_insider_view import display_management as mgmt
 from .finviz_view import display_screen_data as data
-from .financial_modeling_prep.fmp_view import valinvest_score as score
+from .fmp_view import valinvest_score as score
 from .yahoo_finance_view import display_info as info
 from .yahoo_finance_view import display_shareholders as shrs
 from .yahoo_finance_view import display_sustainability as sust
@@ -27,8 +27,5 @@ from .av_view import display_fraud as fraud
 from .dcf_view import CreateExcelFA as dcf
 from .market_watch_view import display_sean_seah_warnings as warnings
 
-# Submenus
-from .financial_modeling_prep import fmp_api as fmp
-
 # Models
 models = _models(os.path.abspath(os.path.dirname(__file__)))

openbb_terminal/stocks/fundamental_analysis/fa_controller.py

@@ -15,6 +15,7 @@ from openbb_terminal.helper_funcs import (
     EXPORT_ONLY_RAW_DATA_ALLOWED,
     check_positive,
     valid_date,
+    get_ordered_list_sources,
 )
 from openbb_terminal.menu import session
 from openbb_terminal.parent_classes import StockBaseController
@@ -29,13 +30,10 @@ from openbb_terminal.stocks.fundamental_analysis import (
     market_watch_view,
     yahoo_finance_view,
     polygon_view,
-)
-from openbb_terminal.stocks.fundamental_analysis.financial_modeling_prep import (
-    fmp_controller,
     fmp_view,
 )
 
-# pylint: disable=inconsistent-return-statements
+# pylint: disable=inconsistent-return-statements,C0302,R0904
 
 
 logger = logging.getLogger(__name__)
@@ -48,6 +46,12 @@ class FundamentalAnalysisController(StockBaseController):
         "load",
         "analysis",
         "score",
+        "profile",
+        "quote",
+        "enterprise",
+        "metrics",
+        "ratios",
+        "growth",
         "warnings",
         "data",
         "income",
@@ -70,13 +74,11 @@ class FundamentalAnalysisController(StockBaseController):
         "earnings",
         "fraud",
         "dcf",
+        "dcfc",
         "mktcap",
         "dupont",
     ]
 
-    CHOICES_MENUS = [
-        "fmp",
-    ]
     PATH = "/stocks/fa/"
 
     def __init__(
@@ -95,10 +97,23 @@ class FundamentalAnalysisController(StockBaseController):
         self.interval = interval
         self.suffix = suffix
 
+        self.default_income = get_ordered_list_sources(f"{self.PATH}income")[0]
+        self.default_balance = get_ordered_list_sources(f"{self.PATH}balance")[0]
+        self.default_cash = get_ordered_list_sources(f"{self.PATH}cash")[0]
+
         if session and obbff.USE_PROMPT_TOOLKIT:
             choices: dict = {c: {} for c in self.controller_choices}
             choices["load"]["-i"] = {c: {} for c in stocks_helper.INTERVALS}
             choices["load"]["-s"] = {c: {} for c in stocks_helper.SOURCES}
+            choices["income"]["-p"] = {
+                c: {} for c in stocks_helper.INCOME_PLOT[self.default_income]
+            }
+            choices["balance"]["-p"] = {
+                c: {} for c in stocks_helper.BALANCE_PLOT[self.default_balance]
+            }
+            choices["cash"]["-p"] = {
+                c: {} for c in stocks_helper.CASH_PLOT[self.default_cash]
+            }
             self.completer = NestedCompleter.from_nested_dict(choices)
 
     def print_help(self):
@@ -112,8 +127,15 @@ class FundamentalAnalysisController(StockBaseController):
         mt.add_cmd("mgmt", "Business Insider")
         mt.add_cmd("analysis", "Elect")
         mt.add_cmd("score", "FMP")
+        mt.add_cmd("profile", "FMP")
+        mt.add_cmd("quote", "FMP")
+        mt.add_cmd("enterprise", "FMP")
+        mt.add_cmd("metrics", "FMP")
+        mt.add_cmd("ratios", "FMP")
+        mt.add_cmd("growth", "FMP")
         mt.add_cmd("warnings", "Market Watch")
         mt.add_cmd("dcf", "Stockanalysis")
+        mt.add_cmd("dcfc", "FMP")
         mt.add_cmd("info", "Yahoo Finance")
         mt.add_cmd("mktcap", "Yahoo Finance")
         mt.add_cmd("shrs", "Yahoo Finance", not self.suffix)
@@ -123,17 +145,14 @@ class FundamentalAnalysisController(StockBaseController):
         mt.add_cmd("splits", "Yahoo Finance", not self.suffix)
         mt.add_cmd("web", "Yahoo Finance", not self.suffix)
         mt.add_cmd("hq", "Yahoo Finance", not self.suffix)
-        mt.add_cmd("income", "Alpha Vantage / Polygon / Yahoo Finance")
-        mt.add_cmd("balance", "Alpha Vantage / Polygon / Yahoo Finance")
+        mt.add_cmd("income", "Alpha Vantage / Polygon / Yahoo Finance / FMP")
+        mt.add_cmd("balance", "Alpha Vantage / Polygon / Yahoo Finance / FMP")
         mt.add_cmd("overview", "Alpha Vantage")
         mt.add_cmd("key", "Alpha Vantage")
-        mt.add_cmd("cash", "Alpha Vantage / Yahoo Finance")
+        mt.add_cmd("cash", "Alpha Vantage / Yahoo Finance / FMP")
         mt.add_cmd("earnings", "Alpha Vantage")
         mt.add_cmd("fraud", "Alpha Vantage")
         mt.add_cmd("dupont", "Alpha Vantage")
-        mt.add_raw("\n")
-        mt.add_info("_sources_")
-        mt.add_menu("fmp")
         console.print(text=mt.menu_text, menu="Stocks - Fundamental Analysis")
 
     def custom_reset(self):
@@ -182,7 +201,7 @@ class FundamentalAnalysisController(StockBaseController):
 
     @log_start_end(log=logger)
     def call_data(self, other_args: List[str]):
-        """Process screener command."""
+        """Process data command."""
         parser = argparse.ArgumentParser(
             add_help=False,
             formatter_class=argparse.ArgumentDefaultsHelpFormatter,
@@ -226,6 +245,251 @@ class FundamentalAnalysisController(StockBaseController):
         if ns_parser:
             fmp_view.valinvest_score(self.ticker)
 
+    @log_start_end(log=logger)
+    def call_profile(self, other_args: List[str]):
+        """Process profile command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="profile",
+            description="""
+                    Prints information about, among other things, the industry, sector exchange and company
+                    description. The following fields are expected: Address, Beta, Ceo, Changes, Cik, City
+                    Company name, Country, Currency, Cusip, Dcf, Dcf diff, Default image, Description,
+                    Exchange, Exchange short name, Full time employees, Image, Industry, Ipo date, Isin,
+                    Last div, Mkt cap, Phone, Price, Range, Sector, State, Symbol, Vol avg, Website, Zip.
+                    [Source: Financial Modeling Prep]
+                """,
+        )
+        ns_parser = self.parse_known_args_and_warn(parser, other_args)
+        if ns_parser:
+            fmp_view.display_profile(self.ticker)
+
+    @log_start_end(log=logger)
+    def call_quote(self, other_args: List[str]):
+        """Process quote command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="quote",
+            description="""
+                    Prints actual information about the company which is, among other things, the day high,
+                    market cap, open and close price and price-to-equity ratio. The following fields are
+                    expected: Avg volume, Change, Changes percentage, Day high, Day low, Earnings
+                    announcement, Eps, Exchange, Market cap, Name, Open, Pe, Previous close, Price, Price
+                    avg200, Price avg50, Shares outstanding, Symbol, Timestamp, Volume, Year high, and Year
+                    low. [Source: Financial Modeling Prep]
+                """,
+        )
+        ns_parser = self.parse_known_args_and_warn(parser, other_args)
+        if ns_parser:
+            fmp_view.display_quote(self.ticker)
+
+    @log_start_end(log=logger)
+    def call_enterprise(self, other_args: List[str]):
+        """Process enterprise command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="enterprise",
+            description="""
+                    Prints stock price, number of shares, market capitalization and
+                    enterprise value over time. The following fields are expected: Add total debt,
+                    Enterprise value, Market capitalization, Minus cash and cash equivalents, Number
+                    of shares, Stock price, and Symbol. [Source: Financial Modeling Prep]
+                """,
+        )
+        parser.add_argument(
+            "-l",
+            "--limit",
+            action="store",
+            dest="limit",
+            type=check_positive,
+            default=5,
+            help="Limit of latest years/quarters.",
+        )
+        parser.add_argument(
+            "-q",
+            "--quarter",
+            action="store_true",
+            default=False,
+            dest="b_quarter",
+            help="Quarter fundamental data flag.",
+        )
+        ns_parser = self.parse_known_args_and_warn(
+            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
+        )
+        if ns_parser:
+            fmp_view.display_enterprise(
+                ticker=self.ticker,
+                number=ns_parser.limit,
+                quarterly=ns_parser.b_quarter,
+                export=ns_parser.export,
+            )
+
+    @log_start_end(log=logger)
+    def call_metrics(self, other_args: List[str]):
+        """Process metrics command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="metrics",
+            description="""
+                    Prints a list of the key metrics of a company over time. This can be either
+                    quarterly or annually. This includes, among other things, Return on Equity (ROE),
+                    Working Capital, Current Ratio and Debt to Assets. The following fields are expected:
+                    Average inventory, Average payables, Average receivables, Book value per share, Capex
+                    per share, Capex to depreciation, Capex to operating cash flow, Capex to revenue, Cash
+                    per share, Current ratio, Days of inventory on hand, Days payables outstanding, Days
+                    sales outstanding, Debt to assets, Debt to equity, Dividend yield, Earnings yield,
+                    Enterprise value, Enterprise value over EBITDA, Ev to free cash flow, Ev to operating
+                    cash flow, Ev to sales, Free cash flow per share, Free cash flow yield, Graham net net,
+                    Graham number, Income quality, Intangibles to total assets, Interest debt per share,
+                    Inventory turnover, Market cap, Net current asset value, Net debt to EBITDA, Net income
+                    per share, Operating cash flow per share, Payables turnover, Payout ratio, Pb ratio, Pe
+                    ratio, Pfcf ratio, Pocf ratio, Price to sales ratio, Ptb ratio, Receivables turnover,
+                    Research and development to revenue, Return on tangible assets, Revenue per share,
+                    Roe, Roic, Sales general and administrative to revenue, Shareholders equity per
+                    share, Stock based compensation to revenue, Tangible book value per share, and Working
+                    capital. [Source: Financial Modeling Prep]
+                """,
+        )
+        parser.add_argument(
+            "-l",
+            "--limit",
+            action="store",
+            dest="limit",
+            type=check_positive,
+            default=5,
+            help="Limit of latest years/quarters.",
+        )
+        parser.add_argument(
+            "-q",
+            "--quarter",
+            action="store_true",
+            default=False,
+            dest="b_quarter",
+            help="Quarter fundamental data flag.",
+        )
+        ns_parser = self.parse_known_args_and_warn(
+            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
+        )
+        if ns_parser:
+            fmp_view.display_key_metrics(
+                ticker=self.ticker,
+                number=ns_parser.limit,
+                quarterly=ns_parser.b_quarter,
+                export=ns_parser.export,
+            )
+
+    @log_start_end(log=logger)
+    def call_ratios(self, other_args: List[str]):
+        """Process ratios command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="ratios",
+            description="""
+                    Prints in-depth ratios of a company over time. This can be either quarterly or
+                    annually. This contains, among other things, Price-to-Book Ratio, Payout Ratio and
+                    Operating Cycle. The following fields are expected: Asset turnover, Capital expenditure
+                    coverage ratio, Cash conversion cycle, Cash flow coverage ratios, Cash flow to debt
+                    ratio, Cash per share, Cash ratio, Company equity multiplier, Current ratio, Days of
+                    inventory outstanding, Days of payables outstanding, Days of sales outstanding, Debt
+                    equity ratio, Debt ratio, Dividend paid and capex coverage ratio, Dividend payout ratio,
+                    Dividend yield, Ebit per revenue, Ebt per ebit, Effective tax rate, Enterprise value
+                    multiple, Fixed asset turnover, Free cash flow operating cash flow ratio, Free cash
+                    flow per share, Gross profit margin, Inventory turnover, Long term debt to
+                    capitalization, Net income per EBT, Net profit margin, Operating cash flow per share,
+                    Operating cash flow sales ratio, Operating cycle, Operating profit margin, Payables
+                    turnover, Payout ratio, Pretax profit margin, Price book value ratio, Price cash flow
+                    ratio, Price earnings ratio, Price earnings to growth ratio, Price fair value,
+                    Price sales ratio, Price to book ratio, Price to free cash flows ratio, Price to
+                    operating cash flows ratio, Price to sales ratio, Quick ratio, Receivables turnover,
+                    Return on assets, Return on capital employed, Return on equity, Short term coverage
+                    ratios, and Total debt to capitalization. [Source: Financial Modeling Prep]
+                """,
+        )
+        parser.add_argument(
+            "-l",
+            "--limit",
+            action="store",
+            dest="limit",
+            type=check_positive,
+            default=5,
+            help="Limit of latest years/quarters.",
+        )
+        parser.add_argument(
+            "-q",
+            "--quarter",
+            action="store_true",
+            default=False,
+            dest="b_quarter",
+            help="Quarter fundamental data flag.",
+        )
+        ns_parser = self.parse_known_args_and_warn(
+            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
+        )
+        if ns_parser:
+            fmp_view.display_financial_ratios(
+                ticker=self.ticker,
+                number=ns_parser.limit,
+                quarterly=ns_parser.b_quarter,
+                export=ns_parser.export,
+            )
+
+    @log_start_end(log=logger)
+    def call_growth(self, other_args: List[str]):
+        """Process growth command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="growth",
+            description=""" Prints the growth of several financial statement items and ratios over
+                time. This can be either annually and quarterly. These are, among other things, Revenue
+                Growth (3, 5 and 10 years), inventory growth and operating cash flow growth (3, 5 and 10
+                years). The following fields are expected: Asset growth, Book valueper share growth, Debt
+                growth, Dividendsper share growth, Ebit growth, Eps diluted growth, Eps growth, Five y
+                dividendper share growth per share, Five y net income growth per share, Five y operating c
+                f growth per share, Five y revenue growth per share, Five y shareholders equity growth per
+                share, Free cash flow growth, Gross profit growth, Inventory growth, Net income growth,
+                Operating cash flow growth, Operating income growth, Rd expense growth, Receivables growth,
+                Revenue growth, Sga expenses growth, Ten y dividendper share growth per share, Ten y net
+                income growth per share, Ten y operating c f growth per share, Ten y revenue growth per
+                share, Ten y shareholders equity growth per share, Three y dividendper share growth per
+                share, Three y net income growth per share, Three y operating c f growth per share, Three y
+                revenue growth per share, Three y shareholders equity growth per share, Weighted average
+                shares diluted growth, and Weighted average shares growth [Source: Financial Modeling Prep]
+                """,
+        )
+        parser.add_argument(
+            "-l",
+            "--limit",
+            action="store",
+            dest="limit",
+            type=check_positive,
+            default=5,
+            help="Limit of latest years/quarters.",
+        )
+        parser.add_argument(
+            "-q",
+            "--quarter",
+            action="store_true",
+            default=False,
+            dest="b_quarter",
+            help="Quarter fundamental data flag.",
+        )
+        ns_parser = self.parse_known_args_and_warn(
+            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
+        )
+        if ns_parser:
+            fmp_view.display_financial_statement_growth(
+                ticker=self.ticker,
+                number=ns_parser.limit,
+                quarterly=ns_parser.b_quarter,
+                export=ns_parser.export,
+            )
+
     @log_start_end(log=logger)
     def call_info(self, other_args: List[str]):
         """Process info command."""
@@ -483,7 +747,7 @@ class FundamentalAnalysisController(StockBaseController):
 
     @log_start_end(log=logger)
     def call_key(self, other_args: List[str]):
-        """Process overview command."""
+        """Process key command."""
         parser = argparse.ArgumentParser(
             add_help=False,
             formatter_class=argparse.ArgumentDefaultsHelpFormatter,
@@ -528,6 +792,24 @@ class FundamentalAnalysisController(StockBaseController):
             dest="b_quarter",
             help="Quarter fundamental data flag.",
         )
+        parser.add_argument(
+            "-r",
+            "--ratios",
+            action="store_true",
+            default=False,
+            dest="ratios",
+            help="Shows percentage change of values.",
+        )
+        parser.add_argument(
+            "-p",
+            "--plot",
+            action="store",
+            nargs="+",
+            type=str,
+            default=None,
+            dest="plot",
+            help="Rows to plot. (-1 represents invalid data)",
+        )
         ns_parser = self.parse_known_args_and_warn(
             parser,
             other_args,
@@ -544,6 +826,8 @@ class FundamentalAnalysisController(StockBaseController):
                     ticker=self.ticker,
                     limit=ns_parser.limit,
                     quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
             elif ns_parser.source == "polygon":
@@ -552,12 +836,25 @@ class FundamentalAnalysisController(StockBaseController):
                     financial="income",
                     limit=ns_parser.limit,
                     quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
+                    export=ns_parser.export,
+                )
+            elif ns_parser.source == "fmp":
+                fmp_view.display_income_statement(
+                    ticker=self.ticker,
+                    number=ns_parser.limit,
+                    quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
             elif ns_parser.source == "yf":
                 yahoo_finance_view.display_fundamentals(
                     ticker=self.ticker,
                     financial="financials",
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
 
@@ -593,6 +890,24 @@ class FundamentalAnalysisController(StockBaseController):
             dest="b_quarter",
             help="Quarter fundamental data flag.",
         )
+        parser.add_argument(
+            "-r",
+            "--ratios",
+            action="store_true",
+            default=False,
+            dest="ratios",
+            help="Shows percentage change of values.",
+        )
+        parser.add_argument(
+            "-p",
+            "--plot",
+            action="store",
+            nargs="+",
+            type=str,
+            default=None,
+            dest="plot",
+            help="Rows to plot. (-1 represents invalid data)",
+        )
         ns_parser = self.parse_known_args_and_warn(
             parser,
             other_args,
@@ -609,6 +924,8 @@ class FundamentalAnalysisController(StockBaseController):
                     ticker=self.ticker,
                     limit=ns_parser.limit,
                     quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
             elif ns_parser.source == "polygon":
@@ -617,12 +934,25 @@ class FundamentalAnalysisController(StockBaseController):
                     financial="balance",
                     limit=ns_parser.limit,
                     quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
+                    export=ns_parser.export,
+                )
+            elif ns_parser.source == "fmp":
+                fmp_view.display_balance_sheet(
+                    ticker=self.ticker,
+                    number=ns_parser.limit,
+                    quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
             elif ns_parser.source == "yf":
                 yahoo_finance_view.display_fundamentals(
                     ticker=self.ticker,
                     financial="balance-sheet",
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
 
@@ -654,7 +984,7 @@ class FundamentalAnalysisController(StockBaseController):
             action="store",
             dest="limit",
             type=check_positive,
-            default=1,
+            default=5,
             help="Number of latest years/quarters.",
         )
         parser.add_argument(
@@ -666,12 +996,22 @@ class FundamentalAnalysisController(StockBaseController):
             help="Quarter fundamental data flag.",
         )
         parser.add_argument(
-            "-s",
-            "--source",
-            default="av",
-            dest="source",
-            choices=["polygon", "av", "yf"],
-            help="The source to get the data from",
+            "-r",
+            "--ratios",
+            action="store_true",
+            default=False,
+            dest="ratios",
+            help="Shows percentage change of values.",
+        )
+        parser.add_argument(
+            "-p",
+            "--plot",
+            action="store",
+            nargs="+",
+            type=str,
+            default=None,
+            dest="plot",
+            help="Rows to plot. (-1 represents invalid data)",
         )
         ns_parser = self.parse_known_args_and_warn(
             parser,
@@ -688,6 +1028,17 @@ class FundamentalAnalysisController(StockBaseController):
                     ticker=self.ticker,
                     limit=ns_parser.limit,
                     quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
+                    export=ns_parser.export,
+                )
+            elif ns_parser.source == "fmp":
+                fmp_view.display_cash_flow(
+                    ticker=self.ticker,
+                    number=ns_parser.limit,
+                    quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
             elif ns_parser.source == "polygon":
@@ -696,12 +1047,16 @@ class FundamentalAnalysisController(StockBaseController):
                     financial="cash",
                     limit=ns_parser.limit,
                     quarterly=ns_parser.b_quarter,
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
             elif ns_parser.source == "yf":
                 yahoo_finance_view.display_fundamentals(
                     ticker=self.ticker,
                     financial="cash-flow",
+                    ratios=ns_parser.ratios,
+                    plot=ns_parser.plot,
                     export=ns_parser.export,
                 )
 
@@ -816,7 +1171,7 @@ class FundamentalAnalysisController(StockBaseController):
         if ns_parser:
             av_view.display_fraud(
                 ticker=self.ticker,
-                export=ns_parser.exp,
+                export=ns_parser.export,
                 detail=ns_parser.detail,
             )
 
@@ -921,6 +1276,47 @@ class FundamentalAnalysisController(StockBaseController):
             )
             dcf.create_workbook()
 
+    @log_start_end(log=logger)
+    def call_dcfc(self, other_args: List[str]):
+        """Process dcfc command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="dcfc",
+            description="""
+                    Prints the discounted cash flow of a company over time including the DCF of today. The
+                    following fields are expected: DCF, Stock price, and Date. [Source: Financial Modeling
+                    Prep]
+                """,
+        )
+        parser.add_argument(
+            "-l",
+            "--limit",
+            action="store",
+            dest="limit",
+            type=check_positive,
+            default=5,
+            help="Limit of latest years/quarters.",
+        )
+        parser.add_argument(
+            "-q",
+            "--quarter",
+            action="store_true",
+            default=False,
+            dest="b_quarter",
+            help="Quarter fundamental data flag.",
+        )
+        ns_parser = self.parse_known_args_and_warn(
+            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
+        )
+        if ns_parser:
+            fmp_view.display_discounted_cash_flow(
+                ticker=self.ticker,
+                number=ns_parser.limit,
+                quarterly=ns_parser.b_quarter,
+                export=ns_parser.export,
+            )
+
     @log_start_end(log=logger)
     def call_warnings(self, other_args: List[str]):
         """Process warnings command."""
@@ -952,12 +1348,25 @@ class FundamentalAnalysisController(StockBaseController):
             )
 
     @log_start_end(log=logger)
-    def call_fmp(self, _):
-        """Process fmp command."""
-        self.queue = self.load_class(
-            fmp_controller.FinancialModelingPrepController,
-            self.ticker,
-            self.start,
-            self.interval,
-            self.queue,
+    def key_metrics_explained(self, other_args: List[str]):
+        """Key metrics explained."""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="info",
+            description="""
+                Provides information about main key metrics. Namely: EBITDA,
+                EPS, P/E, PEG, FCF, P/B, ROE, DPR, P/S, Dividend Yield Ratio, D/E, and Beta.
+            """,
         )
+        ns_parser = self.parse_known_args_and_warn(
+            parser, other_args, EXPORT_ONLY_RAW_DATA_ALLOWED
+        )
+        if ns_parser:
+            filepath = "fundamental_analysis/key_metrics_explained.txt"
+            with open(filepath) as fp:
+                line = fp.readline()
+                while line:
+                    console.print(f"{line.strip()}")
+                    line = fp.readline()
+                console.print("")

openbb_terminal/stocks/fundamental_analysis/financial_modeling_prep/fmp_api.py

@@ -1,22 +0,0 @@
-"""Financial Modeling Prep API."""
-import os
-from openbb_terminal.helper_classes import ModelsNamespace as _models
-
-# flake8: noqa
-# pylint: disable=unused-import
-
-# Menu commands
-from .fmp_view import display_profile as profile
-from .fmp_view import display_quote as quote
-from .fmp_view import display_enterprise as enterprise
-from .fmp_view import display_discounted_cash_flow as dcf
-from .fmp_view import display_income_statement as income
-from .fmp_view import display_balance_sheet as balance
-from .fmp_view import display_cash_flow as cash
-from .fmp_view import display_key_metrics as metrics
-from .fmp_view import display_financial_ratios as ratios
-from .fmp_view import display_financial_statement_growth as growth
-
-
-# Models
-models = _models(os.path.abspath(os.path.dirname(__file__)))

openbb_terminal/stocks/fundamental_analysis/financial_modeling_prep/fmp_controller.py

@@ -1,521 +0,0 @@
-""" Financial Modeling Prep Controller """
-__docformat__ = "numpy"
-
-import argparse
-import logging
-from typing import List
-
-from prompt_toolkit.completion import NestedCompleter
-
-from openbb_terminal import feature_flags as obbff
-from openbb_terminal.decorators import log_start_end
-from openbb_terminal.helper_funcs import (
-    EXPORT_ONLY_RAW_DATA_ALLOWED,
-    check_positive,
-)
-from openbb_terminal.menu import session
-from openbb_terminal.parent_classes import BaseController
-from openbb_terminal.rich_config import console
-from openbb_terminal.stocks.fundamental_analysis.financial_modeling_prep import (
-    fmp_view,
-)
-
-logger = logging.getLogger(__name__)
-
-
-class FinancialModelingPrepController(BaseController):
-    """Financial Modeling Prep Controller class"""
-
-    CHOICES_COMMANDS = [
-        "profile",
-        "quote",
-        "enterprise",
-        "dcf",
-        "income",
-        "balance",
-        "cash",
-        "metrics",
-        "ratios",
-        "growth",
-    ]
-    PATH = "/stocks/fa/fmp/"
-
-    def __init__(
-        self,
-        ticker: str,
-        start: str,
-        interval: str,
-        queue: List[str] = None,
-    ):
-        """Constructor"""
-        super().__init__(queue)
-
-        self.ticker = ticker
-        self.start = start
-        self.interval = interval
-
-        if session and obbff.USE_PROMPT_TOOLKIT:
-            choices: dict = {c: {} for c in self.controller_choices}
-            self.completer = NestedCompleter.from_nested_dict(choices)
-
-    def print_help(self):
-        """Print help"""
-        help_text = f"""
-[param]Ticker: [/param]{self.ticker}[cmds]
-
-    profile          profile of the company
-    quote            quote of the company
-    enterprise       enterprise value of the company over time
-    dcf              discounted cash flow of the company over time
-    income           income statements of the company
-    balance          balance sheet of the company
-    cash             cash flow statement of the company
-    metrics          key metrics of the company
-    ratios           financial ratios of the company
-    growth           financial statement growth of the company[/cmds]
-        """
-        console.print(
-            text=help_text,
-            menu="Stocks - Fundamental Analysis - Financial Modeling Prep",
-        )
-
-    def custom_reset(self):
-        """Class specific component of reset command"""
-        if self.ticker:
-            return ["stocks", f"load {self.ticker}", "fa", "fmp"]
-        return []
-
-    @log_start_end(log=logger)
-    def call_profile(self, other_args: List[str]):
-        """Process profile command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="profile",
-            description="""
-                Prints information about, among other things, the industry, sector exchange and company
-                description. The following fields are expected: Address, Beta, Ceo, Changes, Cik, City
-                Company name, Country, Currency, Cusip, Dcf, Dcf diff, Default image, Description,
-                Exchange, Exchange short name, Full time employees, Image, Industry, Ipo date, Isin,
-                Last div, Mkt cap, Phone, Price, Range, Sector, State, Symbol, Vol avg, Website, Zip.
-                [Source: Financial Modeling Prep]
-            """,
-        )
-        ns_parser = self.parse_known_args_and_warn(parser, other_args)
-        if ns_parser:
-            fmp_view.display_profile(self.ticker)
-
-    @log_start_end(log=logger)
-    def call_quote(self, other_args: List[str]):
-        """Process quote command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="quote",
-            description="""
-                Prints actual information about the company which is, among other things, the day high,
-                market cap, open and close price and price-to-equity ratio. The following fields are
-                expected: Avg volume, Change, Changes percentage, Day high, Day low, Earnings
-                announcement, Eps, Exchange, Market cap, Name, Open, Pe, Previous close, Price, Price
-                avg200, Price avg50, Shares outstanding, Symbol, Timestamp, Volume, Year high, and Year
-                low. [Source: Financial Modeling Prep]
-            """,
-        )
-        ns_parser = self.parse_known_args_and_warn(parser, other_args)
-        if ns_parser:
-            fmp_view.display_quote(self.ticker)
-
-    @log_start_end(log=logger)
-    def call_enterprise(self, other_args: List[str]):
-        """Process income command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="enterprise",
-            description="""
-                Prints stock price, number of shares, market capitalization and
-                enterprise value over time. The following fields are expected: Add total debt,
-                Enterprise value, Market capitalization, Minus cash and cash equivalents, Number
-                of shares, Stock price, and Symbol. [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_enterprise(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_dcf(self, other_args: List[str]):
-        """Process dcf command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="dcf",
-            description="""
-                Prints the discounted cash flow of a company over time including the DCF of today. The
-                following fields are expected: DCF, Stock price, and Date. [Source: Financial Modeling
-                Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_discounted_cash_flow(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_income(self, other_args: List[str]):
-        """Process income command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="inc",
-            description="""
-                Prints a complete income statement over time. This can be either quarterly or annually.
-                The following fields are expected: Accepted date, Cost and expenses, Cost of
-                revenue, Depreciation and amortization, EBITDA, EBITDA Ratio, Eps, Eps Diluted, Filling
-                date, Final link, General and administrative expenses, Gross profit, Gross profit
-                ratio, Income before tax, Income before tax ratio, Income tax expense, Interest
-                expense, Link, Net income, Net income ratio, Operating expenses, Operating income,
-                Operating income ratio, Other expenses, Period, Research and development expenses,
-                Revenue, Selling and marketing expenses, Total other income expenses net, Weighted
-                average shs out, Weighted average shs out dil [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_income_statement(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_balance(self, other_args: List[str]):
-        """Process balance command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="bal",
-            description="""
-                Prints a complete balance sheet statement over time. This can be
-                either quarterly or annually. The following fields are expected: Accepted date,
-                Account payables, Accumulated other comprehensive income loss, Cash and cash
-                equivalents, Cash and short term investments, Common stock, Deferred revenue,
-                Deferred revenue non current, Deferred tax liabilities non current, Filling date,
-                Final link, Goodwill, Goodwill and intangible assets, Intangible assets, Inventory,
-                Link, Long term debt, Long term investments, Net debt, Net receivables, Other assets,
-                Other current assets, Other current liabilities, Other liabilities, Other non current
-                assets, Other non current liabilities, Othertotal stockholders equity, Period, Property
-                plant equipment net, Retained earnings, Short term debt, Short term investments, Tax
-                assets, Tax payables, Total assets, Total current assets, Total current liabilities,
-                Total debt, Total investments, Total liabilities, Total liabilities and stockholders
-                equity, Total non current assets, Total non current liabilities, and Total stockholders
-                equity. [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_balance_sheet(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_cash(self, other_args: List[str]):
-        """Process cash command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="cash",
-            description="""
-                Prints a complete cash flow statement over time. This can be either
-                quarterly or annually. The following fields are expected: Accepted date, Accounts
-                payables, Accounts receivables, Acquisitions net, Capital expenditure, Cash at
-                beginning of period, Cash at end of period, Change in working capital, Common stock
-                issued, Common stock repurchased, Debt repayment, Deferred income tax, Depreciation and
-                amortization, Dividends paid, Effect of forex changes on cash, Filling date, Final
-                link, Free cash flow, Inventory, Investments in property plant and equipment, Link, Net
-                cash provided by operating activities, Net cash used for investing activities, Net cash
-                used provided by financing activities, Net change in cash, Net income, Operating cash
-                flow, Other financing activities, Other investing activities, Other non cash items,
-                Other working capital, Period, Purchases of investments, Sales maturities of
-                investments, Stock based compensation. [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_cash_flow(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_metrics(self, other_args: List[str]):
-        """Process metrics command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="metrics",
-            description="""
-                Prints a list of the key metrics of a company over time. This can be either
-                quarterly or annually. This includes, among other things, Return on Equity (ROE),
-                Working Capital, Current Ratio and Debt to Assets. The following fields are expected:
-                Average inventory, Average payables, Average receivables, Book value per share, Capex
-                per share, Capex to depreciation, Capex to operating cash flow, Capex to revenue, Cash
-                per share, Current ratio, Days of inventory on hand, Days payables outstanding, Days
-                sales outstanding, Debt to assets, Debt to equity, Dividend yield, Earnings yield,
-                Enterprise value, Enterprise value over EBITDA, Ev to free cash flow, Ev to operating
-                cash flow, Ev to sales, Free cash flow per share, Free cash flow yield, Graham net net,
-                Graham number, Income quality, Intangibles to total assets, Interest debt per share,
-                Inventory turnover, Market cap, Net current asset value, Net debt to EBITDA, Net income
-                per share, Operating cash flow per share, Payables turnover, Payout ratio, Pb ratio, Pe
-                ratio, Pfcf ratio, Pocf ratio, Price to sales ratio, Ptb ratio, Receivables turnover,
-                Research and development to revenue, Return on tangible assets, Revenue per share,
-                Roe, Roic, Sales general and administrative to revenue, Shareholders equity per
-                share, Stock based compensation to revenue, Tangible book value per share, and Working
-                capital. [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_key_metrics(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_ratios(self, other_args: List[str]):
-        """Process cash command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="ratios",
-            description="""
-                Prints in-depth ratios of a company over time. This can be either quarterly or
-                annually. This contains, among other things, Price-to-Book Ratio, Payout Ratio and
-                Operating Cycle. The following fields are expected: Asset turnover, Capital expenditure
-                coverage ratio, Cash conversion cycle, Cash flow coverage ratios, Cash flow to debt
-                ratio, Cash per share, Cash ratio, Company equity multiplier, Current ratio, Days of
-                inventory outstanding, Days of payables outstanding, Days of sales outstanding, Debt
-                equity ratio, Debt ratio, Dividend paid and capex coverage ratio, Dividend payout ratio,
-                Dividend yield, Ebit per revenue, Ebt per ebit, Effective tax rate, Enterprise value
-                multiple, Fixed asset turnover, Free cash flow operating cash flow ratio, Free cash
-                flow per share, Gross profit margin, Inventory turnover, Long term debt to
-                capitalization, Net income per EBT, Net profit margin, Operating cash flow per share,
-                Operating cash flow sales ratio, Operating cycle, Operating profit margin, Payables
-                turnover, Payout ratio, Pretax profit margin, Price book value ratio, Price cash flow
-                ratio, Price earnings ratio, Price earnings to growth ratio, Price fair value,
-                Price sales ratio, Price to book ratio, Price to free cash flows ratio, Price to
-                operating cash flows ratio, Price to sales ratio, Quick ratio, Receivables turnover,
-                Return on assets, Return on capital employed, Return on equity, Short term coverage
-                ratios, and Total debt to capitalization. [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_financial_ratios(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )
-
-    @log_start_end(log=logger)
-    def call_growth(self, other_args: List[str]):
-        """Process cash command"""
-        parser = argparse.ArgumentParser(
-            add_help=False,
-            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
-            prog="growth",
-            description=""" Prints the growth of several financial statement items and ratios over
-            time. This can be either annually and quarterly. These are, among other things, Revenue
-            Growth (3, 5 and 10 years), inventory growth and operating cash flow growth (3, 5 and 10
-            years). The following fields are expected: Asset growth, Book valueper share growth, Debt
-            growth, Dividendsper share growth, Ebit growth, Eps diluted growth, Eps growth, Five y
-            dividendper share growth per share, Five y net income growth per share, Five y operating c
-            f growth per share, Five y revenue growth per share, Five y shareholders equity growth per
-            share, Free cash flow growth, Gross profit growth, Inventory growth, Net income growth,
-            Operating cash flow growth, Operating income growth, Rd expense growth, Receivables growth,
-            Revenue growth, Sga expenses growth, Ten y dividendper share growth per share, Ten y net
-            income growth per share, Ten y operating c f growth per share, Ten y revenue growth per
-            share, Ten y shareholders equity growth per share, Three y dividendper share growth per
-            share, Three y net income growth per share, Three y operating c f growth per share, Three y
-            revenue growth per share, Three y shareholders equity growth per share, Weighted average
-            shares diluted growth, and Weighted average shares growth [Source: Financial Modeling Prep]
-            """,
-        )
-        parser.add_argument(
-            "-l",
-            "--limit",
-            action="store",
-            dest="limit",
-            type=check_positive,
-            default=1,
-            help="Limit of latest years/quarters.",
-        )
-        parser.add_argument(
-            "-q",
-            "--quarter",
-            action="store_true",
-            default=False,
-            dest="b_quarter",
-            help="Quarter fundamental data flag.",
-        )
-        ns_parser = self.parse_known_args_and_warn(
-            parser, other_args, export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED
-        )
-        if ns_parser:
-            fmp_view.display_financial_statement_growth(
-                ticker=self.ticker,
-                number=ns_parser.limit,
-                quarterly=ns_parser.b_quarter,
-                export=ns_parser.export,
-            )

openbb_terminal/stocks/fundamental_analysis/financial_modeling_prep/fmp_view.py

@@ -1,400 +0,0 @@
-""" Financial Modeling Prep View """
-__docformat__ = "numpy"
-
-import logging
-import os
-
-import pandas as pd
-
-from openbb_terminal.decorators import check_api_key
-from openbb_terminal.decorators import log_start_end
-from openbb_terminal.helper_funcs import export_data, print_rich_table
-from openbb_terminal.rich_config import console
-from openbb_terminal.stocks.fundamental_analysis.financial_modeling_prep import (
-    fmp_model,
-)
-
-logger = logging.getLogger(__name__)
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def valinvest_score(ticker: str):
-    """Value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts [Source: FMP]
-
-    Parameters
-    ----------
-    other_args : List[str]
-        argparse other args
-    ticker : str
-        Fundamental analysis ticker symbol
-    """
-    score = fmp_model.get_score(ticker)
-    if score:
-        console.print(f"Score: {score:.2f}".rstrip("0").rstrip(".") + " %")
-        console.print("")
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_profile(ticker: str):
-    """Financial Modeling Prep ticker profile
-
-    Parameters
-    ----------
-    other_args : List[str]
-        argparse other args
-    ticker : str
-        Fundamental analysis ticker symbol
-    """
-    profile = fmp_model.get_profile(ticker)
-
-    if not profile.empty:
-        print_rich_table(
-            profile.drop(index=["description", "image"]),
-            headers=[""],
-            title=f"{ticker.upper()} Profile",
-            show_index=True,
-        )
-
-        console.print(f"\nImage: {profile.loc['image'][0]}")
-        console.print(f"\nDescription: {profile.loc['description'][0]}")
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Unable to get data[/red]\n")
-
-    console.print()
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_quote(ticker: str):
-    """Financial Modeling Prep ticker quote
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    """
-
-    quote = fmp_model.get_quote(ticker)
-    if quote.empty:
-        console.print("[red]Data not found[/red]\n")
-    else:
-        print_rich_table(quote, headers=[""], title=f"{ticker} Quote", show_index=True)
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_enterprise(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker enterprise
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    df_fa = fmp_model.get_enterprise(ticker, number, quarterly)
-    df_fa = df_fa[df_fa.columns[::-1]]
-
-    # Re-order the returned columns so they are in a more logical ordering
-    df_fa = df_fa.reindex(
-        [
-            "Symbol",
-            "Stock price",
-            "Number of shares",
-            "Market capitalization",
-            "Add total debt",
-            "Minus cash and cash equivalents",
-            "Enterprise value",
-        ]
-    )
-    if df_fa.empty:
-        console.print("[red]No data available[/red]\n")
-    else:
-        print_rich_table(
-            df_fa,
-            headers=list(df_fa.columns),
-            title=f"{ticker} Enterprise",
-            show_index=True,
-        )
-
-        export_data(
-            export, os.path.dirname(os.path.abspath(__file__)), "enterprise", df_fa
-        )
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_discounted_cash_flow(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker discounted cash flow
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    dcf = fmp_model.get_dcf(ticker, number, quarterly)
-    dcf = dcf[dcf.columns[::-1]]
-    if dcf.empty:
-        console.print("[red]No data available[/red]\n")
-    else:
-        print_rich_table(
-            dcf, headers=[""], title="Discounted Cash Flow", show_index=True
-        )
-
-        export_data(export, os.path.dirname(os.path.abspath(__file__)), "dcf", dcf)
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_income_statement(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker income statement
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    income = fmp_model.get_income(ticker, number, quarterly)
-
-    if not income.empty:
-        income = income[income.columns[::-1]]
-        print_rich_table(
-            income.drop(index=["Final link", "Link"]),
-            headers=list(income.columns),
-            title=f"{ticker.upper()} Income Statement",
-            show_index=True,
-        )
-
-        pd.set_option("display.max_colwidth", None)
-
-        console.print(income.loc["Final link"].to_frame().to_string())
-        console.print()
-        console.print(income.loc["Link"].to_frame().to_string())
-        console.print()
-        export_data(
-            export, os.path.dirname(os.path.abspath(__file__)), "income", income
-        )
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Could not get data[/red]\n")
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_balance_sheet(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker balance sheet
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    balance = fmp_model.get_balance(ticker, number, quarterly)
-
-    if not balance.empty:
-        balance = balance[balance.columns[::-1]]
-        print_rich_table(
-            balance.drop(index=["Final link", "Link"]),
-            headers=list(balance.columns),
-            title=f"{ticker.upper()} Balance Sheet",
-            show_index=True,
-        )
-
-        pd.set_option("display.max_colwidth", None)
-
-        console.print(balance.loc["Final link"].to_frame().to_string())
-        console.print()
-        console.print(balance.loc["Link"].to_frame().to_string())
-        console.print()
-        export_data(
-            export, os.path.dirname(os.path.abspath(__file__)), "balance", balance
-        )
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Could not get data[/red]\n")
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_cash_flow(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker cash flow
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    cash = fmp_model.get_cash(ticker, number, quarterly)
-
-    if not cash.empty:
-        cash = cash[cash.columns[::-1]]
-        print_rich_table(
-            cash.drop(index=["Final link", "Link"]),
-            headers=list(cash.columns),
-            title=f"{ticker.upper()} Cash Flow",
-            show_index=True,
-        )
-
-        pd.set_option("display.max_colwidth", None)
-
-        console.print(cash.loc["Final link"].to_frame().to_string())
-        console.print()
-        console.print(cash.loc["Link"].to_frame().to_string())
-        console.print()
-        export_data(export, os.path.dirname(os.path.abspath(__file__)), "cash", cash)
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Could not get data[/red]\n")
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_key_metrics(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker key metrics
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    key_metrics = fmp_model.get_key_metrics(ticker, number, quarterly)
-
-    if not key_metrics.empty:
-        key_metrics = key_metrics[key_metrics.columns[::-1]]
-        print_rich_table(
-            key_metrics,
-            headers=list(key_metrics.columns),
-            title=f"{ticker.upper()} Key Metrics",
-            show_index=True,
-        )
-
-        export_data(
-            export, os.path.dirname(os.path.abspath(__file__)), "metrics", key_metrics
-        )
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Could not get data[/red]\n")
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_financial_ratios(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker ratios
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    ratios = fmp_model.get_key_ratios(ticker, number, quarterly)
-
-    if not ratios.empty:
-        ratios = ratios[ratios.columns[::-1]]
-        print_rich_table(
-            ratios,
-            headers=list(ratios.columns),
-            title=f"{ticker.upper()} Ratios",
-            show_index=True,
-        )
-
-        export_data(
-            export, os.path.dirname(os.path.abspath(__file__)), "grratiosowth", ratios
-        )
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Could not get data[/red]\n")
-
-
-@log_start_end(log=logger)
-@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
-def display_financial_statement_growth(
-    ticker: str, number: int, quarterly: bool = False, export: str = ""
-):
-    """Financial Modeling Prep ticker growth
-
-    Parameters
-    ----------
-    ticker : str
-        Fundamental analysis ticker symbol
-    number: int
-        Number to get
-    quarterly: bool
-        Flag to get quarterly data
-    export: str
-        Format to export data
-    """
-    growth = fmp_model.get_financial_growth(ticker, number, quarterly)
-
-    if not growth.empty:
-        growth = growth[growth.columns[::-1]]
-        print_rich_table(
-            growth,
-            headers=list(growth.columns),
-            title=f"{ticker.upper()} Growth",
-            show_index=True,
-        )
-
-        export_data(
-            export, os.path.dirname(os.path.abspath(__file__)), "growth", growth
-        )
-    else:
-        logger.error("Could not get data")
-        console.print("[red]Could not get data[/red]\n")

openbb_terminal/stocks/fundamental_analysis/fmp_model.py

@@ -4,6 +4,7 @@ import logging
 from typing import Optional
 
 from datetime import datetime
+import warnings
 from requests.exceptions import HTTPError
 
 import fundamentalanalysis as fa  # Financial Modeling Prep
@@ -39,7 +40,9 @@ def get_score(ticker: str) -> Optional[np.number]:
 
     try:
         valstock = valinvest.Fundamental(ticker, cfg.API_KEY_FINANCIALMODELINGPREP)
+        warnings.filterwarnings("ignore", category=FutureWarning)
         value_score = 100 * (valstock.fscore() / 9)
+        warnings.filterwarnings("ignore", category=FutureWarning)
     except KeyError:
         console.print("[red]Invalid API Key[/red]\n")
     # Invalid ticker (Ticker should be a NASDAQ 100 ticker or SP 500 ticker)
@@ -50,7 +53,18 @@ def get_score(ticker: str) -> Optional[np.number]:
 
 @log_start_end(log=logger)
 def get_profile(ticker: str) -> pd.DataFrame:
-    """Get ticker profile from FMP"""
+    """Get ticker profile from FMP
+
+    Parameters
+    ----------
+    ticker : str
+        Stock ticker
+
+    Returns
+    ----------
+    pd.DataFrame:
+        Dataframe of ticker profile
+    """
     df = pd.DataFrame()
 
     try:
@@ -66,7 +80,18 @@ def get_profile(ticker: str) -> pd.DataFrame:
 
 @log_start_end(log=logger)
 def get_quote(ticker) -> pd.DataFrame:
-    """Gets ticker quote from FMP"""
+    """Gets ticker quote from FMP
+
+    Parameters
+    ----------
+    ticker : str
+        Stock ticker
+
+    Returns
+    ----------
+    pd.DataFrame:
+        Dataframe of ticker quote
+    """
 
     df_fa = pd.DataFrame()
 
@@ -178,7 +203,13 @@ def get_dcf(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
 
 
 @log_start_end(log=logger)
-def get_income(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
+def get_income(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: bool = False,
+) -> pd.DataFrame:
     """Get income statements
 
     Parameters
@@ -189,11 +220,15 @@ def get_income(ticker: str, number: int, quarterly: bool = False) -> pd.DataFram
         Number to get
     quarterly : bool, optional
         Flag to get quarterly data, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: bool
+        If the data shall be formatted ready to plot
 
     Returns
     -------
     pd.DataFrame
-        Dataframe of income statements
+        Dataframe of the income statements
     """
 
     df_fa = pd.DataFrame()
@@ -205,7 +240,7 @@ def get_income(ticker: str, number: int, quarterly: bool = False) -> pd.DataFram
             )
         else:
             df_fa = fa.income_statement(ticker, cfg.API_KEY_FINANCIALMODELINGPREP)
-        df_fa = clean_metrics_df(df_fa, num=number)
+
     # Invalid API Keys
     except ValueError as e:
         console.print(e)
@@ -213,11 +248,34 @@ def get_income(ticker: str, number: int, quarterly: bool = False) -> pd.DataFram
     except HTTPError as e:
         console.print(e)
 
-    return df_fa
+    if ratios:
+        types = df_fa.copy().applymap(lambda x: isinstance(x, (float, int))).all(axis=1)
+        valid = []
+        i = 0
+        for row in types:
+            if row:
+                valid.append(i)
+            i += 1
+        df_fa_pc = df_fa.iloc[valid].pct_change(axis="columns", periods=-1).fillna(0)
+        j = 0
+        for i in valid:
+            df_fa.iloc[i] = df_fa_pc.iloc[j]
+            j += 1
+
+    df_fa = df_fa.iloc[:, 0:number]
+    df_fa_c = clean_metrics_df(df_fa, num=number)
+
+    return df_fa_c if not plot else df_fa
 
 
 @log_start_end(log=logger)
-def get_balance(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
+def get_balance(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: bool = False,
+) -> pd.DataFrame:
     """Get balance sheets
 
     Parameters
@@ -228,11 +286,15 @@ def get_balance(ticker: str, number: int, quarterly: bool = False) -> pd.DataFra
         Number to get
     quarterly : bool, optional
         Flag to get quarterly data, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: bool
+        If the data shall be formatted ready to plot
 
     Returns
     -------
     pd.DataFrame
-        Dataframe of balance sheets
+        Dataframe of balance sheet
     """
 
     df_fa = pd.DataFrame()
@@ -247,7 +309,6 @@ def get_balance(ticker: str, number: int, quarterly: bool = False) -> pd.DataFra
                 ticker, cfg.API_KEY_FINANCIALMODELINGPREP
             )
 
-        df_fa = clean_metrics_df(df_fa, num=number)
     # Invalid API Keys
     except ValueError as e:
         console.print(e)
@@ -255,11 +316,34 @@ def get_balance(ticker: str, number: int, quarterly: bool = False) -> pd.DataFra
     except HTTPError as e:
         console.print(e)
 
-    return df_fa
+    if ratios:
+        types = df_fa.copy().applymap(lambda x: isinstance(x, (float, int))).all(axis=1)
+        valid = []
+        i = 0
+        for row in types:
+            if row:
+                valid.append(i)
+            i += 1
+        df_fa_pc = df_fa.iloc[valid].pct_change(axis="columns", periods=-1).fillna(0)
+        j = 0
+        for i in valid:
+            df_fa.iloc[i] = df_fa_pc.iloc[j]
+            j += 1
+
+    df_fa = df_fa.iloc[:, 0:number]
+    df_fa_c = clean_metrics_df(df_fa, num=number)
+
+    return df_fa_c if not plot else df_fa
 
 
 @log_start_end(log=logger)
-def get_cash(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
+def get_cash(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: bool = False,
+) -> pd.DataFrame:
     """Get cash flow
 
     Parameters
@@ -270,6 +354,10 @@ def get_cash(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
         Number to get
     quarterly : bool, optional
         Flag to get quarterly data, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: bool
+        If the data shall be formatted ready to plot
 
     Returns
     -------
@@ -286,7 +374,6 @@ def get_cash(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
         else:
             df_fa = fa.cash_flow_statement(ticker, cfg.API_KEY_FINANCIALMODELINGPREP)
 
-        df_fa = clean_metrics_df(df_fa, num=number)
     # Invalid API Keys
     except ValueError as e:
         console.print(e)
@@ -294,7 +381,24 @@ def get_cash(ticker: str, number: int, quarterly: bool = False) -> pd.DataFrame:
     except HTTPError as e:
         console.print(e)
 
-    return df_fa
+    if ratios:
+        types = df_fa.copy().applymap(lambda x: isinstance(x, (float, int))).all(axis=1)
+        valid = []
+        i = 0
+        for row in types:
+            if row:
+                valid.append(i)
+            i += 1
+        df_fa_pc = df_fa.iloc[valid].pct_change(axis="columns", periods=-1).fillna(0)
+        j = 0
+        for i in valid:
+            df_fa.iloc[i] = df_fa_pc.iloc[j]
+            j += 1
+
+    df_fa = df_fa.iloc[:, 0:number]
+    df_fa_c = clean_metrics_df(df_fa, num=number)
+
+    return df_fa_c if not plot else df_fa
 
 
 @log_start_end(log=logger)

openbb_terminal/stocks/fundamental_analysis/fmp_view.py

@@ -0,0 +1,567 @@
+""" Financial Modeling Prep View """
+__docformat__ = "numpy"
+
+import logging
+import os
+
+import matplotlib.pyplot as plt
+import pandas as pd
+
+from openbb_terminal.config_terminal import theme
+from openbb_terminal.config_plot import PLOT_DPI
+from openbb_terminal.decorators import check_api_key
+from openbb_terminal.decorators import log_start_end
+from openbb_terminal.helper_funcs import export_data, print_rich_table, plot_autoscale
+from openbb_terminal.rich_config import console
+from openbb_terminal.stocks.fundamental_analysis import fmp_model
+
+logger = logging.getLogger(__name__)
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def valinvest_score(ticker: str):
+    """Value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts [Source: FMP]
+
+    Parameters
+    ----------
+    other_args : List[str]
+        argparse other args
+    ticker : str
+        Fundamental analysis ticker symbol
+    """
+    score = fmp_model.get_score(ticker)
+    if score:
+        console.print(f"Score: {score:.2f}".rstrip("0").rstrip(".") + " %")
+        console.print("")
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_profile(ticker: str):
+    """Financial Modeling Prep ticker profile
+
+    Parameters
+    ----------
+    other_args : List[str]
+        argparse other args
+    ticker : str
+        Fundamental analysis ticker symbol
+    """
+    profile = fmp_model.get_profile(ticker)
+
+    if not profile.empty:
+        print_rich_table(
+            profile.drop(index=["description", "image"]),
+            headers=[""],
+            title=f"{ticker.upper()} Profile",
+            show_index=True,
+        )
+
+        console.print(f"\nImage: {profile.loc['image'][0]}")
+        console.print(f"\nDescription: {profile.loc['description'][0]}")
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Unable to get data[/red]\n")
+
+    console.print()
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_quote(ticker: str):
+    """Financial Modeling Prep ticker quote
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    """
+
+    quote = fmp_model.get_quote(ticker)
+    if quote.empty:
+        console.print("[red]Data not found[/red]\n")
+    else:
+        print_rich_table(quote, headers=[""], title=f"{ticker} Quote", show_index=True)
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_enterprise(
+    ticker: str, number: int, quarterly: bool = False, export: str = ""
+):
+    """Financial Modeling Prep ticker enterprise
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    export: str
+        Format to export data
+    """
+    df_fa = fmp_model.get_enterprise(ticker, number, quarterly)
+    df_fa = df_fa[df_fa.columns[::-1]]
+
+    # Re-order the returned columns so they are in a more logical ordering
+    df_fa = df_fa.reindex(
+        [
+            "Symbol",
+            "Stock price",
+            "Number of shares",
+            "Market capitalization",
+            "Add total debt",
+            "Minus cash and cash equivalents",
+            "Enterprise value",
+        ]
+    )
+    if df_fa.empty:
+        console.print("[red]No data available[/red]\n")
+    else:
+        print_rich_table(
+            df_fa,
+            headers=list(df_fa.columns),
+            title=f"{ticker} Enterprise",
+            show_index=True,
+        )
+
+        export_data(
+            export, os.path.dirname(os.path.abspath(__file__)), "enterprise", df_fa
+        )
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_discounted_cash_flow(
+    ticker: str, number: int, quarterly: bool = False, export: str = ""
+):
+    """Financial Modeling Prep ticker discounted cash flow
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    export: str
+        Format to export data
+    """
+    dcf = fmp_model.get_dcf(ticker, number, quarterly)
+    dcf = dcf[dcf.columns[::-1]]
+    dcf.columns = dcf.iloc[0].values
+    dcf = dcf.drop("Date")
+    if dcf.empty:
+        console.print("[red]No data available[/red]\n")
+    else:
+        print_rich_table(dcf, title="Discounted Cash Flow", show_index=True)
+
+        export_data(export, os.path.dirname(os.path.abspath(__file__)), "dcf", dcf)
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_income_statement(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
+    export: str = "",
+):
+    """Financial Modeling Prep ticker income statement
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
+    export: str
+        Format to export data
+    """
+    income = fmp_model.get_income(ticker, number, quarterly, ratios, bool(plot))
+
+    if not income.empty:
+        if plot:
+            income_plot_data = income[income.columns[::-1]]
+            rows_plot = len(plot)
+            maximum_value = income_plot_data.max().max()
+            income_plot_data = income_plot_data.transpose()
+            income_plot_data.columns = income_plot_data.columns.str.lower()
+
+            if not ratios:
+                if maximum_value > 1_000_000_000_000:
+                    df_rounded = income_plot_data / 1_000_000_000_000
+                    denomination = " in Trillions"
+                elif maximum_value > 1_000_000_000:
+                    df_rounded = income_plot_data / 1_000_000_000
+                    denomination = " in Billions"
+                elif maximum_value > 1_000_000:
+                    df_rounded = income_plot_data / 1_000_000
+                    denomination = " in Millions"
+                elif maximum_value > 1_000:
+                    df_rounded = income_plot_data / 1_000
+                    denomination = " in Thousands"
+                else:
+                    df_rounded = income_plot_data
+                    denomination = ""
+            else:
+                df_rounded = income_plot_data
+                denomination = ""
+            if rows_plot == 1:
+                fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+                df_rounded[plot[0].replace("_", "")].plot()
+                title = (
+                    f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                    if ratios
+                    else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+                )
+                plt.title(title)
+                theme.style_primary_axis(ax)
+                theme.visualize_output()
+            else:
+                fig, axes = plt.subplots(rows_plot)
+                for i in range(rows_plot):
+                    axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                    axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+                theme.style_primary_axis(axes[0])
+                fig.autofmt_xdate()
+        else:
+            income = income[income.columns[::-1]]
+            print_rich_table(
+                income.drop(index=["Final link", "Link"]),
+                headers=list(income.columns),
+                title=f"{ticker.upper()} Income Statement"
+                if not ratios
+                else f"{'QoQ' if quarterly else 'YoY'} Change of {ticker.upper()} Income Statement",
+                show_index=True,
+            )
+
+            pd.set_option("display.max_colwidth", None)
+
+            console.print(income.loc["Final link"].to_frame().to_string())
+            console.print()
+            console.print(income.loc["Link"].to_frame().to_string())
+            console.print()
+        export_data(
+            export, os.path.dirname(os.path.abspath(__file__)), "income", income
+        )
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Could not get data[/red]\n")
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_balance_sheet(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
+    export: str = "",
+):
+    """Financial Modeling Prep ticker balance sheet
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
+    export: str
+        Format to export data
+    """
+    balance = fmp_model.get_balance(ticker, number, quarterly, ratios, bool(plot))
+
+    if not balance.empty:
+        if plot:
+            balance_plot_data = balance[balance.columns[::-1]]
+            rows_plot = len(plot)
+            maximum_value = balance_plot_data.max().max()
+            balance_plot_data = balance_plot_data.transpose()
+            balance_plot_data.columns = balance_plot_data.columns.str.lower()
+
+            if not ratios:
+                if maximum_value > 1_000_000_000_000:
+                    df_rounded = balance_plot_data / 1_000_000_000_000
+                    denomination = " in Trillions"
+                elif maximum_value > 1_000_000_000:
+                    df_rounded = balance_plot_data / 1_000_000_000
+                    denomination = " in Billions"
+                elif maximum_value > 1_000_000:
+                    df_rounded = balance_plot_data / 1_000_000
+                    denomination = " in Millions"
+                elif maximum_value > 1_000:
+                    df_rounded = balance_plot_data / 1_000
+                    denomination = " in Thousands"
+                else:
+                    df_rounded = balance_plot_data
+                    denomination = ""
+            else:
+                df_rounded = balance_plot_data
+                denomination = ""
+
+            if rows_plot == 1:
+                fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+                df_rounded[plot[0].replace("_", "")].plot()
+                title = (
+                    f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                    if ratios
+                    else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+                )
+                plt.title(title)
+                theme.style_primary_axis(ax)
+                theme.visualize_output()
+            else:
+                fig, axes = plt.subplots(rows_plot)
+                for i in range(rows_plot):
+                    axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                    axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+                theme.style_primary_axis(axes[0])
+                fig.autofmt_xdate()
+        else:
+            balance = balance[balance.columns[::-1]]
+            print_rich_table(
+                balance.drop(index=["Final link", "Link"]),
+                headers=list(balance.columns),
+                title=f"{ticker.upper()} Balance Sheet",
+                show_index=True,
+            )
+
+            pd.set_option("display.max_colwidth", None)
+
+            console.print(balance.loc["Final link"].to_frame().to_string())
+            console.print()
+            console.print(balance.loc["Link"].to_frame().to_string())
+            console.print()
+        export_data(
+            export, os.path.dirname(os.path.abspath(__file__)), "balance", balance
+        )
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Could not get data[/red]\n")
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_cash_flow(
+    ticker: str,
+    number: int,
+    quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
+    export: str = "",
+):
+    """Financial Modeling Prep ticker cash flow
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
+    export: str
+        Format to export data
+    """
+    cash = fmp_model.get_cash(ticker, number, quarterly, ratios, bool(plot))
+
+    if not cash.empty:
+        if plot:
+            cash_plot_data = cash[cash.columns[::-1]]
+            rows_plot = len(plot)
+            maximum_value = cash_plot_data.max().max()
+            cash_plot_data = cash_plot_data.transpose()
+            cash_plot_data.columns = cash_plot_data.columns.str.lower()
+
+            if not ratios:
+                if maximum_value > 1_000_000_000_000:
+                    df_rounded = cash_plot_data / 1_000_000_000_000
+                    denomination = " in Trillions"
+                elif maximum_value > 1_000_000_000:
+                    df_rounded = cash_plot_data / 1_000_000_000
+                    denomination = " in Billions"
+                elif maximum_value > 1_000_000:
+                    df_rounded = cash_plot_data / 1_000_000
+                    denomination = " in Millions"
+                elif maximum_value > 1_000:
+                    df_rounded = cash_plot_data / 1_000
+                    denomination = " in Thousands"
+                else:
+                    df_rounded = cash_plot_data
+                    denomination = ""
+            else:
+                df_rounded = cash_plot_data
+                denomination = ""
+
+            if rows_plot == 1:
+                fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+                df_rounded[plot[0].replace("_", "")].plot()
+                title = (
+                    f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                    if ratios
+                    else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+                )
+                plt.title(title)
+                theme.style_primary_axis(ax)
+                theme.visualize_output()
+            else:
+                fig, axes = plt.subplots(rows_plot)
+                for i in range(rows_plot):
+                    axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                    axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+                theme.style_primary_axis(axes[0])
+                fig.autofmt_xdate()
+        else:
+            cash = cash[cash.columns[::-1]]
+            print_rich_table(
+                cash.drop(index=["Final link", "Link"]),
+                headers=list(cash.columns),
+                title=f"{ticker.upper()} Cash Flow",
+                show_index=True,
+            )
+
+            pd.set_option("display.max_colwidth", None)
+
+            console.print(cash.loc["Final link"].to_frame().to_string())
+            console.print()
+            console.print(cash.loc["Link"].to_frame().to_string())
+            console.print()
+        export_data(export, os.path.dirname(os.path.abspath(__file__)), "cash", cash)
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Could not get data[/red]\n")
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_key_metrics(
+    ticker: str, number: int, quarterly: bool = False, export: str = ""
+):
+    """Financial Modeling Prep ticker key metrics
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    export: str
+        Format to export data
+    """
+    key_metrics = fmp_model.get_key_metrics(ticker, number, quarterly)
+
+    if not key_metrics.empty:
+        key_metrics = key_metrics[key_metrics.columns[::-1]]
+        print_rich_table(
+            key_metrics,
+            headers=list(key_metrics.columns),
+            title=f"{ticker.upper()} Key Metrics",
+            show_index=True,
+        )
+
+        export_data(
+            export, os.path.dirname(os.path.abspath(__file__)), "metrics", key_metrics
+        )
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Could not get data[/red]\n")
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_financial_ratios(
+    ticker: str, number: int, quarterly: bool = False, export: str = ""
+):
+    """Financial Modeling Prep ticker ratios
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    export: str
+        Format to export data
+    """
+    ratios = fmp_model.get_key_ratios(ticker, number, quarterly)
+
+    if not ratios.empty:
+        ratios = ratios[ratios.columns[::-1]]
+        print_rich_table(
+            ratios,
+            headers=list(ratios.columns),
+            title=f"{ticker.upper()} Ratios",
+            show_index=True,
+        )
+
+        export_data(
+            export, os.path.dirname(os.path.abspath(__file__)), "grratiosowth", ratios
+        )
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Could not get data[/red]\n")
+
+
+@log_start_end(log=logger)
+@check_api_key(["API_KEY_FINANCIALMODELINGPREP"])
+def display_financial_statement_growth(
+    ticker: str, number: int, quarterly: bool = False, export: str = ""
+):
+    """Financial Modeling Prep ticker growth
+
+    Parameters
+    ----------
+    ticker : str
+        Fundamental analysis ticker symbol
+    number: int
+        Number to get
+    quarterly: bool
+        Flag to get quarterly data
+    export: str
+        Format to export data
+    """
+    growth = fmp_model.get_financial_growth(ticker, number, quarterly)
+
+    if not growth.empty:
+        growth = growth[growth.columns[::-1]]
+        print_rich_table(
+            growth,
+            headers=list(growth.columns),
+            title=f"{ticker.upper()} Growth",
+            show_index=True,
+        )
+
+        export_data(
+            export, os.path.dirname(os.path.abspath(__file__)), "growth", growth
+        )
+    else:
+        logger.error("Could not get data")
+        console.print("[red]Could not get data[/red]\n")

openbb_terminal/stocks/fundamental_analysis/polygon_model.py

@@ -15,7 +15,7 @@ logger = logging.getLogger(__name__)
 
 @log_start_end(log=logger)
 def get_financials(
-    ticker: str, financial: str, quarterly: bool = False
+    ticker: str, financial: str, quarterly: bool = False, ratios: bool = False
 ) -> pd.DataFrame:
     """Get ticker financials from polygon
 
@@ -24,7 +24,9 @@ def get_financials(
     ticker: str
         Stock ticker
     quarterly:bool
-        Flag to get quarterly reports
+        Flag to get quarterly reports, by default False
+    ratios: bool
+        Shows percentage change, by default False
 
     Returns
     -------
@@ -119,7 +121,6 @@ def get_financials(
                 ).value
             )
             income_statements = pd.concat([income_statements, values], axis=1)
-
             if not quarterly:
                 values = pd.DataFrame(
                     pd.DataFrame.from_dict(
@@ -129,9 +130,29 @@ def get_financials(
                 )
                 cash_flows = pd.concat([cash_flows, values], axis=1)
     if financial == "balance":
-        return balance_sheets
-    if financial == "income":
-        return income_statements
-    if financial == "cash":
-        return cash_flows
-    return pd.DataFrame()
+        df_fa = balance_sheets
+    elif financial == "income":
+        df_fa = income_statements
+    elif financial == "cash":
+        df_fa = cash_flows
+    else:
+        return pd.DataFrame()
+
+    if ratios:
+        types = df_fa.copy().applymap(lambda x: isinstance(x, (float, int)))
+        types = types.all(axis=1)
+
+        # For rows with complete data
+        valid = []
+        i = 0
+        for row in types:
+            if row:
+                valid.append(i)
+            i += 1
+        df_fa_pc = df_fa.iloc[valid].pct_change(axis="columns", periods=-1).fillna(0)
+        j = 0
+        for i in valid:
+            df_fa.iloc[i] = df_fa_pc.iloc[j]
+            j += 1
+
+    return df_fa

openbb_terminal/stocks/fundamental_analysis/polygon_view.py

@@ -3,11 +3,16 @@ __docformat__ = "numpy"
 import logging
 import os
 
+import matplotlib.pyplot as plt
+
+from openbb_terminal.config_terminal import theme
+from openbb_terminal.config_plot import PLOT_DPI
 from openbb_terminal.decorators import check_api_key, log_start_end
 from openbb_terminal.helper_funcs import (
     export_data,
     lambda_long_number_format,
     print_rich_table,
+    plot_autoscale,
 )
 from openbb_terminal.stocks.fundamental_analysis import polygon_model
 
@@ -21,6 +26,8 @@ def display_fundamentals(
     financial: str,
     limit: int = 10,
     quarterly: bool = False,
+    ratios: bool = False,
+    plot: list = None,
     export: str = "",
 ):
     """Display tickers balance sheet or income statement
@@ -32,13 +39,17 @@ def display_fundamentals(
     financial:str
         Either balance or income
     limit: int
-        Number of results to show
-    quarterly:bool
-        Flag to get quarterly reports
+        Number of results to show, by default 10
+    quarterly: bool
+        Flag to get quarterly reports, by default False
+    ratios: bool
+        Shows percentage change, by default False
+    plot: list
+        List of row labels to plot
     export: str
         Format to export data
     """
-    fundamentals = polygon_model.get_financials(ticker, financial, quarterly)
+    fundamentals = polygon_model.get_financials(ticker, financial, quarterly, ratios)
     title_str = {
         "balance": "Balance Sheet",
         "income": "Income Statement",
@@ -48,18 +59,73 @@ def display_fundamentals(
     if fundamentals.empty:
         return
 
-    # Snake case to english
-    fundamentals.index = fundamentals.index.to_series().apply(
-        lambda x: x.replace("_", " ").title()
-    )
+    fundamentals = fundamentals.iloc[:, :limit]
+    fundamentals = fundamentals[fundamentals.columns[::-1]]
+
+    if plot:
+        fundamentals_plot_data = fundamentals.copy().fillna(-1)
+        rows_plot = len(plot)
+        fundamentals_plot_data = fundamentals_plot_data.transpose()
+        fundamentals_plot_data.columns = fundamentals_plot_data.columns.str.lower()
+        fundamentals_plot_data.columns = [
+            x.replace("_", "") for x in list(fundamentals_plot_data.columns)
+        ]
+
+        if not ratios:
+            maximum_value = fundamentals_plot_data.max().max()
+            if maximum_value > 1_000_000_000_000:
+                df_rounded = fundamentals_plot_data / 1_000_000_000_000
+                denomination = " in Trillions"
+            elif maximum_value > 1_000_000_000:
+                df_rounded = fundamentals_plot_data / 1_000_000_000
+                denomination = " in Billions"
+            elif maximum_value > 1_000_000:
+                df_rounded = fundamentals_plot_data / 1_000_000
+                denomination = " in Millions"
+            elif maximum_value > 1_000:
+                df_rounded = fundamentals_plot_data / 1_000
+                denomination = " in Thousands"
+            else:
+                df_rounded = fundamentals_plot_data
+                denomination = ""
+        else:
+            df_rounded = fundamentals_plot_data
+            denomination = ""
+
+        if rows_plot == 1:
+            fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            df_rounded[plot[0].replace("_", "")].plot()
+            title = (
+                f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {ticker.upper()}"
+                if ratios
+                else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+            )
+            plt.title(title)
+            theme.style_primary_axis(ax)
+            theme.visualize_output()
+        else:
+            fig, axes = plt.subplots(rows_plot)
+            for i in range(rows_plot):
+                axes[i].plot(df_rounded[plot[i].replace("_", "")])
+                axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+            theme.style_primary_axis(axes[0])
+            fig.autofmt_xdate()
+    else:
+        # Snake case to english
+        fundamentals.index = fundamentals.index.to_series().apply(
+            lambda x: x.replace("_", " ").title()
+        )
+
+        # Readable numbers
+        fundamentals = fundamentals.applymap(lambda_long_number_format).fillna("-")
+        print_rich_table(
+            fundamentals.applymap(lambda x: "-" if x == "nan" else x),
+            show_index=True,
+            title=f"{ticker} {title_str}"
+            if not ratios
+            else f"{'QoQ' if quarterly else 'YoY'} Change of {ticker} {title_str}",
+        )
 
-    # Readable numbers
-    fundamentals = fundamentals.applymap(lambda_long_number_format).fillna("-")
-    print_rich_table(
-        fundamentals.iloc[:, :limit].applymap(lambda x: "-" if x == "nan" else x),
-        show_index=True,
-        title=f"{ticker} {title_str}",
-    )
     export_data(
         export, os.path.dirname(os.path.abspath(__file__)), financial, fundamentals
     )

openbb_terminal/stocks/fundamental_analysis/yahoo_finance_model.py

@@ -297,7 +297,7 @@ def get_splits(ticker: str) -> pd.DataFrame:
 
 
 @log_start_end(log=logger)
-def get_financials(ticker: str, financial: str) -> pd.DataFrame:
+def get_financials(ticker: str, financial: str, ratios: bool = False) -> pd.DataFrame:
     """Get cashflow statement for company
 
     Parameters
@@ -309,6 +309,8 @@ def get_financials(ticker: str, financial: str) -> pd.DataFrame:
             cash-flow
             financials for Income
             balance-sheet
+    ratios: bool
+        Shows percentage change
 
     Returns
     -------
@@ -380,4 +382,25 @@ def get_financials(ticker: str, financial: str) -> pd.DataFrame:
         df.columns = new_headers
         df.set_index("Breakdown", inplace=True)
     df.replace("", np.nan, inplace=True)
+
+    if ratios:
+        df = df.replace(",", "", regex=True)
+        df = df.replace("-", "0")
+        df = df.astype(float)
+        types = df.copy().applymap(lambda x: isinstance(x, (float, int)))
+        types = types.all(axis=1)
+
+        # For rows with complete data
+        valid = []
+        i = 0
+        for row in types:
+            if row:
+                valid.append(i)
+            i += 1
+        df_fa_pc = df.iloc[valid].pct_change(axis="columns", periods=-1).fillna(0)
+        j = 0
+        for i in valid:
+            df.iloc[i] = df_fa_pc.iloc[j]
+            j += 1
+
     return df.dropna(how="all")

openbb_terminal/stocks/fundamental_analysis/yahoo_finance_view.py

@@ -402,9 +402,11 @@ def display_fundamentals(
     ticker: str,
     financial: str,
     limit: int = 120,
+    ratios: bool = False,
+    plot: list = None,
     export: str = "",
 ):
-    """Display tickers balance sheet or income statement
+    """Display tickers balance sheet, income statement or cash-flow
 
     Parameters
     ----------
@@ -413,35 +415,86 @@ def display_fundamentals(
     financial:str
         Either balance or financials for income or cash-flow
     limit : int
+    ratios: bool
+        Shows percentage change
+    plot: list
+        List of row labels to plot
     export: str
         Format to export data
     """
     if financial == "balance-sheet":
-        fundamentals = yahoo_finance_model.get_financials(ticker, financial)
+        fundamentals = yahoo_finance_model.get_financials(ticker, financial, ratios)
         title_str = "Balance Sheet"
     elif financial == "financials":
-        fundamentals = yahoo_finance_model.get_financials(ticker, financial)
+        fundamentals = yahoo_finance_model.get_financials(ticker, financial, ratios)
         title_str = "Income Statement"
     elif financial == "cash-flow":
-        fundamentals = yahoo_finance_model.get_financials(ticker, financial)
+        fundamentals = yahoo_finance_model.get_financials(ticker, financial, ratios)
         title_str = "Cash Flow Statement"
 
     if fundamentals.empty:
         # The empty data frame error handling done in model
         return
+    if plot:
+        rows_plot = len(plot)
+        fundamentals_plot_data = fundamentals.transpose().fillna(-1)
+        fundamentals_plot_data.columns = fundamentals_plot_data.columns.str.lower()
+        fundamentals_plot_data = fundamentals_plot_data.replace(",", "", regex=True)
+        fundamentals_plot_data = fundamentals_plot_data.replace("-", "-1")
+        fundamentals_plot_data = fundamentals_plot_data.astype(float)
 
-    # Snake case to english
-    fundamentals.index = fundamentals.index.to_series().apply(
-        lambda x: x.replace("_", " ").title()
-    )
+        if not ratios:
+            maximum_value = fundamentals_plot_data.max().max()
+            if maximum_value > 1_000_000_000_000:
+                df_rounded = fundamentals_plot_data / 1_000_000_000_000
+                denomination = " in Trillions"
+            elif maximum_value > 1_000_000_000:
+                df_rounded = fundamentals_plot_data / 1_000_000_000
+                denomination = " in Billions"
+            elif maximum_value > 1_000_000:
+                df_rounded = fundamentals_plot_data / 1_000_000
+                denomination = " in Millions"
+            elif maximum_value > 1_000:
+                df_rounded = fundamentals_plot_data / 1_000
+                denomination = " in Thousands"
+            else:
+                df_rounded = fundamentals_plot_data
+                denomination = ""
+        else:
+            df_rounded = fundamentals_plot_data
+            denomination = ""
 
-    # Readable numbers
-    fundamentals = fundamentals.applymap(lambda_long_number_format).fillna("-")
-    print_rich_table(
-        fundamentals.iloc[:, :limit].applymap(lambda x: "-" if x == "nan" else x),
-        show_index=True,
-        title=f"{ticker} {title_str}",
-    )
+        if rows_plot == 1:
+            fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            df_rounded[plot[0].replace("_", " ")].plot()
+            title = (
+                f"{plot[0].replace('_', ' ').lower()} QoQ Growth of {ticker.upper()}"
+                if ratios
+                else f"{plot[0].replace('_', ' ')} of {ticker.upper()} {denomination}"
+            )
+            plt.title(title)
+            theme.style_primary_axis(ax)
+            theme.visualize_output()
+        else:
+            fig, axes = plt.subplots(rows_plot)
+            for i in range(rows_plot):
+                axes[i].plot(df_rounded[plot[i].replace("_", " ")])
+                axes[i].set_title(f"{plot[i].replace('_', ' ')} {denomination}")
+            theme.style_primary_axis(axes[0])
+            fig.autofmt_xdate()
+    else:
+        # Snake case to english
+        fundamentals.index = fundamentals.index.to_series().apply(
+            lambda x: x.replace("_", " ").title()
+        )
+
+        # Readable numbers
+        fundamentals = fundamentals.applymap(lambda_long_number_format).fillna("-")
+        print_rich_table(
+            fundamentals.iloc[:, :limit].applymap(lambda x: "-" if x == "nan" else x),
+            show_index=True,
+            title=f"{ticker} {title_str}",
+        )
     export_data(
         export, os.path.dirname(os.path.abspath(__file__)), financial, fundamentals
     )

openbb_terminal/stocks/stocks_helper.py

@@ -91,6 +91,372 @@ market_coverage_suffix = {
     "Venezuela": ["CR"],
 }
 
+INCOME_PLOT = {
+    "av": [
+        "reported_currency",
+        "gross_profit",
+        "total_revenue",
+        "cost_of_revenue",
+        "cost_of_goods_and_services_sold",
+        "operating_income",
+        "selling_general_and_administrative",
+        "research_and_development",
+        "operating_expenses",
+        "investment_income_net",
+        "net_interest_income",
+        "interest_income",
+        "interest_expense",
+        "non_interest_income",
+        "other_non_operating_income",
+        "depreciation",
+        "depreciation_and_amortization",
+        "income_before_tax",
+        "income_tax_expense",
+        "interest_and_debt_expense",
+        "net_income_from_continuing_operations",
+        "comprehensive_income_net_of_tax",
+        "ebit",
+        "ebitda",
+        "net_income",
+    ],
+    "polygon": [
+        "cost_of_revenue",
+        "diluted_earnings_per_share",
+        "costs_and_expenses",
+        "gross_profit",
+        "non_operating_income_loss",
+        "operating_income_loss",
+        "participating_securities_distributed_and_undistributed_earnings_loss_basic",
+        "income_tax_expense_benefit",
+        "net_income_loss_attributable_to_parent",
+        "net_income_loss",
+        "income_tax_expense_benefit_deferred",
+        "preferred_stock_dividends_and_other_adjustments",
+        "operating_expenses",
+        "income_loss_from_continuing_operations_before_tax",
+        "net_income_loss_attributable_to_non_controlling_interest",
+        "income_loss_from_continuing_operations_after_tax",
+        "revenues",
+        "net_income_loss_available_to_common_stockholders_basic",
+        "benefits_costs_expenses",
+        "basic_earnings_per_share",
+        "interest_expense_operating",
+        "income_loss_before_equity_method_investments",
+    ],
+    "yf": [
+        "total_revenue",
+        "cost_of_revenue",
+        "gross_profit",
+        "research_development",
+        "selling_general_and_administrative",
+        "total_operating_expenses",
+        "operating_income_or_loss",
+        "interest_expense",
+        "total_other_income/expenses_net",
+        "income_before_tax",
+        "income_tax_expense",
+        "income_from_continuing_operations",
+        "net_income",
+        "net_income_available_to_common_shareholders",
+        "basic_eps",
+        "diluted_eps",
+        "basic_average_shares",
+        "diluted_average_shares",
+        "ebitda",
+    ],
+    "fmp": [
+        "reported_currency",
+        "cik",
+        "filling_date",
+        "accepted_date",
+        "calendar_year",
+        "period",
+        "revenue",
+        "cost_of_revenue",
+        "gross_profit",
+        "gross_profit_ratio",
+        "research_and_development_expenses",
+        "general_and_administrative_expenses",
+        "selling_and_marketing_expenses",
+        "selling_general_and_administrative_expenses",
+        "other_expenses",
+        "operating_expenses",
+        "cost_and_expenses",
+        "interest_income",
+        "interest_expense",
+        "depreciation_and_amortization",
+        "ebitda",
+        "ebitda_ratio",
+        "operating_income",
+        "operating_income_ratio",
+        "total_other_income_expenses_net",
+        "income_before_tax",
+        "income_before_tax_ratio",
+        "income_tax_expense",
+        "net_income",
+        "net_income_ratio",
+        "eps",
+        "eps_diluted",
+        "weighted_average_shs_out",
+        "weighted_average_shs_out_dil",
+        "link",
+        "final_link",
+    ],
+}
+BALANCE_PLOT = {
+    "av": [
+        "reported_currency",
+        "total_assets",
+        "total_current_assets",
+        "cash_and_cash_equivalents_at_carrying_value",
+        "cash_and_short_term_investments",
+        "inventory",
+        "current_net_receivables",
+        "total_non_current_assets",
+        "property_plant_equipment",
+        "accumulated_depreciation_amortization_ppe",
+        "intangible_assets",
+        "intangible_assets_excluding_goodwill",
+        "goodwill",
+        "investments",
+        "long_term_investments",
+        "short_term_investments",
+        "other_current_assets",
+        "other_non_currrent_assets",
+        "total_liabilities",
+        "total_current_liabilities",
+        "current_accounts_payable",
+        "deferred_revenue",
+        "current_debt",
+        "short_term_debt",
+        "total_non_current_liabilities",
+        "capital_lease_obligations",
+        "long_term_debt",
+        "current_long_term_debt",
+        "long_term_debt_non_current",
+        "short_long_term_debt_total",
+        "other_current_liabilities",
+        "other_non_current_liabilities",
+        "total_shareholder_equity",
+        "treasury_stock",
+        "retained_earnings",
+        "common_stock",
+        "common_stock_shares_outstanding",
+    ],
+    "polygon": [
+        "equity_attributable_to_non_controlling_interest",
+        "liabilities",
+        "non_current_assets",
+        "equity",
+        "assets",
+        "current_assets",
+        "equity_attributable_to_parent",
+        "current_liabilities",
+        "non_current_liabilities",
+        "fixed_assets",
+        "other_than_fixed_non_current_assets",
+        "liabilities_and_equity",
+    ],
+    "yf": [
+        "cash_and_cash_equivalents",
+        "other_short-term_investments",
+        "total_cash",
+        "net_receivables",
+        "inventory",
+        "other_current_assets",
+        "total_current_assets",
+        "gross_property, plant_and_equipment",
+        "accumulated_depreciation",
+        "net_property, plant_and_equipment",
+        "equity_and_other_investments",
+        "other_long-term_assets",
+        "total_non-current_assets",
+        "total_assets",
+        "current_debt",
+        "accounts_payable",
+        "deferred_revenues",
+        "other_current_liabilities",
+        "total_current_liabilities",
+        "long-term_debt",
+        "deferred_tax_liabilities",
+        "deferred_revenues",
+        "other_long-term_liabilities",
+        "total_non-current_liabilities",
+        "total_liabilities",
+        "common_stock",
+        "retained_earnings",
+        "accumulated_other_comprehensive_income",
+        "total_stockholders'_equity",
+        "total_liabilities_and_stockholders'_equity",
+    ],
+    "fmp": [
+        "reported_currency",
+        "cik",
+        "filling_date",
+        "accepted_date",
+        "calendar_year",
+        "period",
+        "cash_and_cash_equivalents",
+        "short_term_investments",
+        "cash_and_short_term_investments",
+        "net_receivables",
+        "inventory",
+        "other_current_assets",
+        "total_current_assets",
+        "property_plant_equipment_net",
+        "goodwill",
+        "intangible_assets",
+        "goodwill_and_intangible_assets",
+        "long_term_investments",
+        "tax_assets",
+        "other_non_current_assets",
+        "total_non_current_assets",
+        "other_assets",
+        "total_assets",
+        "account_payables",
+        "short_term_debt",
+        "tax_payables",
+        "deferred_revenue",
+        "other_current_liabilities",
+        "total_current_liabilities",
+        "long_term_debt",
+        "deferred_revenue_non_current",
+        "deferred_tax_liabilities_non_current",
+        "other_non_current_liabilities",
+        "total_non_current_liabilities",
+        "other_liabilities",
+        "capital_lease_obligations",
+        "total_liabilities",
+        "preferred_stock",
+        "common_stock",
+        "retained_earnings",
+        "accumulated_other_comprehensive_income_loss",
+        "other_total_stockholders_equity",
+        "total_stockholders_equity",
+        "total_liabilities_and_stockholders_equity",
+        "minority_interest",
+        "total_equity",
+        "total_liabilities_and_total_equity",
+        "total_investments",
+        "total_debt",
+        "net_debt",
+        "link",
+        "final_link",
+    ],
+}
+CASH_PLOT = {
+    "av": [
+        "reported_currency",
+        "operating_cash_flow",
+        "payments_for_operating_activities",
+        "proceeds_from_operating_activities",
+        "change_in_operating_liabilities",
+        "change_in_operating_assets",
+        "depreciation_depletion_and_amortization",
+        "capital_expenditures",
+        "change_in_receivables",
+        "change_in_inventory",
+        "profit_loss",
+        "cash_flow_from_investment",
+        "cash_flow_from_financing",
+        "proceeds_from_repayments_of_short_term_debt",
+        "payments_for_repurchase_of_common_stock",
+        "payments_for_repurchase_of_equity",
+        "payments_for_repurchase_of_preferred_stock",
+        "dividend_payout",
+        "dividend_payout_common_stock",
+        "dividend_payout_preferred_stock",
+        "proceeds_from_issuance_of_common_stock",
+        "proceeds_from_issuance_of_long_term_debt_and_capital_securities_net",
+        "proceeds_from_issuance_of_preferred_stock",
+        "proceeds_from_repurchase_of_equity",
+        "proceeds_from_sale_of_treasury_stock",
+        "change_in_cash_and_cash_equivalents",
+        "change_in_exchange_rate",
+        "net_income",
+    ],
+    "polygon": [
+        "net_cash_flow_from_financing_activities_continuing",
+        "net_cash_flow_continuing",
+        "net_cash_flow_from_investing_activities",
+        "net_cash_flow",
+        "net_cash_flow_from_operating_activities",
+        "net_cash_flow_from_financing_activities",
+        "net_cash_flow_from_operating_activities_continuing",
+        "net_cash_flow_from_investing_activities_continuing",
+    ],
+    "yf": [
+        "net_income",
+        "depreciation_&_amortisation",
+        "deferred_income_taxes",
+        "stock-based_compensation",
+        "change_in working_capital",
+        "accounts_receivable",
+        "inventory",
+        "accounts_payable",
+        "other_working_capital",
+        "other_non-cash_items",
+        "net_cash_provided_by_operating_activities",
+        "investments_in_property, plant_and_equipment",
+        "acquisitions, net",
+        "purchases_of_investments",
+        "sales/maturities_of_investments",
+        "other_investing_activities",
+        "net_cash_used_for_investing_activities",
+        "debt_repayment",
+        "common_stock_issued",
+        "common_stock_repurchased",
+        "dividends_paid",
+        "other_financing_activities",
+        "net_cash_used_provided_by_(used_for)_financing_activities",
+        "net_change_in_cash",
+        "cash_at_beginning_of_period",
+        "cash_at_end_of_period",
+        "operating_cash_flow",
+        "capital_expenditure",
+        "free_cash_flow",
+    ],
+    "fmp": [
+        "reported_currency",
+        "cik",
+        "filling_date",
+        "accepted_date",
+        "calendar_year",
+        "period",
+        "net_income",
+        "depreciation_and_amortization",
+        "deferred_income_tax",
+        "stock_based_compensation",
+        "change_in_working_capital",
+        "accounts_receivables",
+        "inventory",
+        "accounts_payables",
+        "other_working_capital",
+        "other_non_cash_items",
+        "net_cash_provided_by_operating_activities",
+        "investments_in_property_plant_and_equipment",
+        "acquisitions_net",
+        "purchases_of_investments",
+        "sales_maturities_of_investments",
+        "other_investing_activites",
+        "net_cash_used_for_investing_activites",
+        "debt_repayment",
+        "common_stock_issued",
+        "common_stock_repurchased",
+        "dividends_paid",
+        "other_financing_activites",
+        "net_cash_used_provided_by_financing_activities",
+        "effect_of_forex_changes_on_cash",
+        "net_change_in_cash",
+        "cash_at_end_of_period",
+        "cash_at_beginning_of_period",
+        "operating_cash_flow",
+        "capital_expenditure",
+        "free_cash_flow",
+        "link",
+        "final_link",
+    ],
+}
 exchange_mappings = (
     pd.read_csv(
         os.path.join(

scripts/test_stocks_fa.openbb

@@ -55,4 +55,9 @@ dcf
 splits
 mktcap
 dupont
+dcfc
+enterprise
+metrics
+ratios
+growth
 exit

scripts/test_stocks_fa_fmp.openbb

@@ -1,38 +0,0 @@
-stocks
-load aa
-fa
-fmp
-profile -h
-quote -h
-enterprise -h
-dcf -h
-income -h
-balance -h
-cash -h
-metrics -h
-ratios -h
-growth -h
-profile
-quote
-enterprise
-dcf
-income
-balance
-cash
-metrics
-ratios
-growth
-..
-load aapl
-fmp
-profile
-quote
-enterprise
-dcf
-income
-balance
-cash
-metrics
-ratios
-growth
-exit

scripts/test_stocks_fa_fmp_base.openbb

@@ -1,21 +0,0 @@
-stocks
-load aapl
-fa
-fmp
-h
-help
-?
-q
-fmp
-..
-..
-fa
-fmp
-quit
-fmp
-home
-stocks
-load aal
-fa
-fmp
-exit

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_balance_sheet-kwargs_dict6].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31b3b961768f-LHR
+      - 72ca0bdcfdc098f4-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:11 GMT
+      - Mon, 18 Jul 2022 09:03:49 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_balance_sheet-kwargs_dict7].yaml

@@ -13,17 +13,17 @@ interactions:
   response:
     body:
       string: !!binary |
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-        ZbQc/2xVZfF8AQAA//8DAM4bfHPsAAAA
+        H4sIAAAAAAAAA2yOsRKCMBAFe77iyQcADY2dpY1SOPY35CA3hASTiwzj+O+O2ljY7ha7jwIAylNQ
+        LvcoL5b8hC1kDCEiJ/EjDm6xhCt5pZF3OOeIpOQNRYNDd0RPzmGIfMvs+w2S0H5YwsIRs/isDPIG
+        bdP8CENbhc4xJcZdkiis6pL2db2ua0Xv6P3brPpQL5FnyXMNGT57a8jOwMnE0AClOLKCYGW0HP9s
+        VWXxfAEAAP//AwDOG3xz7AAAAA==
     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31b60a84770b-LHR
+      - 72ca0bde69f99930-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:12 GMT
+      - Mon, 18 Jul 2022 09:03:49 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_cash_flow-kwargs_dict8].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31b91d74777a-LHR
+      - 72ca0bdfb90f15dc-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:12 GMT
+      - Mon, 18 Jul 2022 09:03:49 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_cash_flow-kwargs_dict9].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31ba2b0771d8-LHR
+      - 72ca0be0e9019900-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:13 GMT
+      - Mon, 18 Jul 2022 09:03:50 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_earnings-kwargs_dict2].yaml

@@ -13,38 +13,39 @@ interactions:
   response:
     body:
       string: !!binary |
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_earnings-kwargs_dict3].yaml

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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_income_statements-kwargs_dict4].yaml

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+        AAD//wMAXSVOkk14AAA=
     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31a97f507470-LHR
+      - 72ca0bd7fef095df-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -84,7 +84,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:10 GMT
+      - Mon, 18 Jul 2022 09:03:48 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_income_statements-kwargs_dict5].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31ade8de0662-LHR
+      - 72ca0bdb781015e8-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:11 GMT
+      - Mon, 18 Jul 2022 09:03:49 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_key_metrics-kwargs_dict1].yaml

@@ -13,33 +13,33 @@ interactions:
   response:
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       CF-Cache-Status:
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       CF-RAY:
-      - 6e7c319bdb2b71e0-LHR
+      - 72ca0bce0d49f146-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -47,7 +47,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:08 GMT
+      - Mon, 18 Jul 2022 09:03:47 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_check_output[get_overview-kwargs_dict0].yaml

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+        JwVOL+BP0Xf//gcAAP//AwCJaa+ruwgAAA==
     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31997e7271b6-LHR
+      - 72ca0bcb7c9015fc-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -47,7 +47,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:07 GMT
+      - Mon, 18 Jul 2022 09:03:46 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_get_dupont.yaml

@@ -13,85 +13,17 @@ interactions:
   response:
     body:
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     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6ea918b5edc28140-ORD
+      - 72ca0be37ca0168d-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -99,107 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sat, 12 Mar 2022 02:28:27 GMT
-      Expect-CT:
-      - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
-      Server:
-      - cloudflare
-      Transfer-Encoding:
-      - chunked
-      Vary:
-      - Cookie
-      Via:
-      - 1.1 vegur
-      X-Frame-Options:
-      - SAMEORIGIN
-    status:
-      code: 200
-      message: OK
-- request:
-    body: null
-    headers:
-      Accept:
-      - '*/*'
-      Accept-Encoding:
-      - gzip, deflate
-      Connection:
-      - keep-alive
-    method: GET
-    uri: https://www.alphavantage.co/query?apikey=MOCK_API_KEY&function=INCOME_STATEMENT&symbol=TSLA
-  response:
-    body:
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-        L5hifH/bBe4QjHzsKn8QDNSGubZfCQYpWSAYPBM9X/f6//HvfwAAAP//AwC9nTUHP3gAAA==
-    headers:
-      Allow:
-      - GET, HEAD, OPTIONS
-      CF-Cache-Status:
-      - DYNAMIC
-      CF-RAY:
-      - 6ea918b7adf22a15-ORD
-      Connection:
-      - keep-alive
-      Content-Encoding:
-      - gzip
-      Content-Type:
-      - application/json
-      Date:
-      - Sat, 12 Mar 2022 02:28:27 GMT
+      - Mon, 18 Jul 2022 09:03:50 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_model/test_get_fraud_ratios.yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 6e7c31be992272cc-LHR
+      - 72ca0be22e821699-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Sun, 06 Mar 2022 15:41:13 GMT
+      - Mon, 18 Jul 2022 09:03:50 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_balance_sheet-kwargs_dict4].yaml

@@ -13,17 +13,17 @@ interactions:
   response:
     body:
       string: !!binary |
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     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a7018e454c4-MAN
+      - 72ca0bf88d6295fc-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:38 GMT
+      - Mon, 18 Jul 2022 09:03:53 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_balance_sheet-kwargs_dict5].yaml

@@ -13,17 +13,17 @@ interactions:
   response:
     body:
       string: !!binary |
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     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a7178ba3628-MAN
+      - 72ca0bf9cd6b1695-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:39 GMT
+      - Mon, 18 Jul 2022 09:03:54 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_cash_flow-kwargs_dict6].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a72bcdc1893-MAN
+      - 72ca0bfb0db59920-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:39 GMT
+      - Mon, 18 Jul 2022 09:03:54 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_cash_flow-kwargs_dict7].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a7538e2b2f3-MAN
+      - 72ca0bfc48fd95fd-ARN
       Connection:
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       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:39 GMT
+      - Mon, 18 Jul 2022 09:03:54 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_earnings-kwargs_dict8].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a77af89d20c-MAN
+      - 72ca0bfd7c02168d-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:40 GMT
+      - Mon, 18 Jul 2022 09:03:54 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_earnings-kwargs_dict9].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a790e8bb2ed-MAN
+      - 72ca0bfeeecd15f8-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:40 GMT
+      - Mon, 18 Jul 2022 09:03:54 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_income_statement-kwargs_dict2].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a6d680ad220-MAN
+      - 72ca0bf5dc7e98f1-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:38 GMT
+      - Mon, 18 Jul 2022 09:03:53 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_income_statement-kwargs_dict3].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a6eab0e54ac-MAN
+      - 72ca0bf73ab895df-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:38 GMT
+      - Mon, 18 Jul 2022 09:03:53 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_key-kwargs_dict1].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a6c1eba35d7-MAN
+      - 72ca0bf47a130d2e-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:38 GMT
+      - Mon, 18 Jul 2022 09:03:53 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[False-display_overview-kwargs_dict0].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a6a992a35f5-MAN
+      - 72ca0bf33ce09926-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:37 GMT
+      - Mon, 18 Jul 2022 09:03:52 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_balance_sheet-kwargs_dict4].yaml

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+        VWXxfAEAAP//AwDOG3xz7AAAAA==
     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a613b9635c5-MAN
+      - 72ca0beb5b0a993c-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -101,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:36 GMT
+      - Mon, 18 Jul 2022 09:03:51 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_balance_sheet-kwargs_dict5].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a63fc1bb2e5-MAN
+      - 72ca0becddc99900-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:36 GMT
+      - Mon, 18 Jul 2022 09:03:51 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_cash_flow-kwargs_dict6].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a654e8e549a-MAN
+      - 72ca0bee2a4498f7-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:37 GMT
+      - Mon, 18 Jul 2022 09:03:52 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_cash_flow-kwargs_dict7].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a669b255499-MAN
+      - 72ca0bef8db795e2-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:37 GMT
+      - Mon, 18 Jul 2022 09:03:52 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_earnings-kwargs_dict8].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a68193f54e1-MAN
+      - 72ca0bf0be8c992a-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:37 GMT
+      - Mon, 18 Jul 2022 09:03:52 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_earnings-kwargs_dict9].yaml

@@ -23,7 +23,7 @@ interactions:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a696b32549a-MAN
+      - 72ca0bf1fc219912-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -31,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:37 GMT
+      - Mon, 18 Jul 2022 09:03:52 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_income_statement-kwargs_dict2].yaml

@@ -13,70 +13,17 @@ interactions:
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       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:35 GMT
+      - Mon, 18 Jul 2022 09:03:51 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_income_statement-kwargs_dict3].yaml

@@ -13,70 +13,17 @@ interactions:
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+        ZbQc/2xVZfF8AQAA//8DAM4bfHPsAAAA
     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a5eca6254ac-MAN
+      - 72ca0bea1c2a991b-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -84,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:36 GMT
+      - Mon, 18 Jul 2022 09:03:51 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_key-kwargs_dict1].yaml

@@ -13,33 +13,17 @@ interactions:
   response:
     body:
       string: !!binary |
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     headers:
       Allow:
       - GET, HEAD, OPTIONS
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a5a6a00549a-MAN
+      - 72ca0be78ee59918-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -47,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:35 GMT
+      - Mon, 18 Jul 2022 09:03:51 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_av_view/test_check_output[True-display_overview-kwargs_dict0].yaml

@@ -13,33 +13,17 @@ interactions:
   response:
     body:
       string: !!binary |
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     headers:
       Allow:
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       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 722d6a573b7035bf-MAN
+      - 72ca0be4ddc295ea-ARN
       Connection:
       - keep-alive
       Content-Encoding:
@@ -47,7 +31,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Wed, 29 Jun 2022 08:50:35 GMT
+      - Mon, 18 Jul 2022 09:03:50 GMT
       Expect-CT:
       - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
       Server:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_dcf_model/test_get_fama_coe.yaml

@@ -11,242 +11,243 @@ interactions:
   response:
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+        ALcwAAAAAA==
     headers:
       Accept-Ranges:
       - bytes
       Connection:
       - close
       Content-Length:
-      - '12579'
+      - '12604'
       Content-Type:
       - application/x-zip-compressed
       Date:
-      - Mon, 25 Apr 2022 12:02:02 GMT
+      - Mon, 18 Jul 2022 09:03:56 GMT
       ETag:
-      - '"a60ad47b93fd81:0"'
+      - '"b89cbeace8bd81:0"'
       Last-Modified:
-      - Thu, 24 Mar 2022 19:56:41 GMT
+      - Tue, 28 Jun 2022 16:46:55 GMT
       Server:
       - Microsoft-IIS/10.0
     status:
@@ -266,58 +267,57 @@ interactions:
   response:
     body:
       string: !!binary |
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     headers:
       Age:
-      - '3'
+      - '0'
       Connection:
       - keep-alive
       Expect-CT:
@@ -333,25 +333,29 @@ interactions:
       X-XSS-Protection:
       - 1; mode=block
       cache-control:
-      - public, max-age=10, stale-while-revalidate=15, stale-if-error=3600
+      - public, max-age=10, stale-while-revalidate=20
       content-encoding:
       - gzip
       content-length:
-      - '2761'
+      - '2731'
       content-type:
       - application/json;charset=utf-8
       date:
-      - Mon, 25 Apr 2022 12:02:03 GMT
+      - Mon, 18 Jul 2022 09:03:57 GMT
       server:
       - ATS
       vary:
-      - Origin
+      - Origin,Accept-Encoding
       x-envoy-decorator-operation:
-      - finance-yql--mtls-intel-production-ne1.finance-k8s.svc.yahoo.local:4080/*
+      - finance-chart-api--mtls-production-ir2.finance-k8s.svc.yahoo.local:4080/*
       x-envoy-upstream-service-time:
-      - '679'
+      - '3'
+      x-request-id:
+      - 0e35b541-a893-4805-8b6d-bd6261a24f82
       x-yahoo-request-id:
-      - 6l8pnglh6d3dr
+      - 3p1uekphda8ft
+      y-rid:
+      - 3p1uekphda8ft
     status:
       code: 200
       message: OK

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_dcf_model/test_get_fama_raw.yaml

@@ -11,242 +11,243 @@ interactions:
   response:
     body:
       string: !!binary |
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     headers:
       Accept-Ranges:
       - bytes
       Connection:
       - close
       Content-Length:
-      - '12579'
+      - '12604'
       Content-Type:
       - application/x-zip-compressed
       Date:
-      - Mon, 25 Apr 2022 12:02:00 GMT
+      - Mon, 18 Jul 2022 09:03:56 GMT
       ETag:
-      - '"a60ad47b93fd81:0"'
+      - '"b89cbeace8bd81:0"'
       Last-Modified:
-      - Thu, 24 Mar 2022 19:56:41 GMT
+      - Tue, 28 Jun 2022 16:46:55 GMT
       Server:
       - Microsoft-IIS/10.0
     status:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_dcf_model/test_get_historical_5.yaml

@@ -13,58 +13,57 @@ interactions:
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_balance-kwargs_dict5].yaml

@@ -11,9 +11,9 @@ interactions:
   response:
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-        : \"USD\",\n  \"cik\" : null,\n  \"fillingDate\" : \"2022-02-11\",\n  \"acceptedDate\"
-        : \"2022-02-11 08:29:22\",\n  \"calendarYear\" : \"2021\",\n  \"period\" :
-        \"FY\",\n  \"cashAndCashEquivalents\" : 4496000000,\n  \"shortTermInvestments\"
+        : \"USD\",\n  \"cik\" : \"0001413329\",\n  \"fillingDate\" : \"2022-02-11\",\n
+        \ \"acceptedDate\" : \"2022-02-11 08:29:22\",\n  \"calendarYear\" : \"2021\",\n
+        \ \"period\" : \"FY\",\n  \"cashAndCashEquivalents\" : 4496000000,\n  \"shortTermInvestments\"
         : 0.0,\n  \"cashAndShortTermInvestments\" : 4496000000,\n  \"netReceivables\"
         : 3940000000,\n  \"inventory\" : 8720000000,\n  \"otherCurrentAssets\" : 561000000,\n
         \ \"totalCurrentAssets\" : 17717000000,\n  \"propertyPlantEquipmentNet\" :
@@ -21,17 +21,17 @@ interactions:
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-        \ \"othertotalStockholdersEquity\" : 0.0,\n  \"totalStockholdersEquity\" :
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+        : 16665000000,\n  \"totalAssets\" : 41290000000,\n  \"accountPayables\" :
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+        \ \"totalCurrentLiabilities\" : 19255000000,\n  \"longTermDebt\" : 24783000000,\n
+        \ \"deferredRevenueNonCurrent\" : 0.0,\n  \"deferredTaxLiabilitiesNonCurrent\"
+        : 726000000,\n  \"otherNonCurrentLiabilities\" : 4734000000,\n  \"totalNonCurrentLiabilities\"
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+        : 0.0,\n  \"totalLiabilities\" : 49498000000,\n  \"preferredStock\" : 0.0,\n
+        \ \"commonStock\" : 0.0,\n  \"retainedEarnings\" : 33082000000,\n  \"accumulatedOtherComprehensiveIncomeLoss\"
+        : -9577000000,\n  \"othertotalStockholdersEquity\" : 0.0,\n  \"totalStockholdersEquity\"
+        : -10106000000,\n  \"totalLiabilitiesAndStockholdersEquity\" : 39392000000,\n
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@@ -482,13 +482,15 @@ interactions:
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       - application/json;charset=UTF-8
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+      - Mon, 18 Jul 2022 09:04:28 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:
       - chunked
       Vary:
       - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
     status:
       code: 200
       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_cash-kwargs_dict6].yaml

@@ -11,13 +11,13 @@ interactions:
   response:
     body:
       string: "[ {\n  \"date\" : \"2021-12-31\",\n  \"symbol\" : \"PM\",\n  \"reportedCurrency\"
-        : \"USD\",\n  \"cik\" : null,\n  \"fillingDate\" : \"2022-02-11\",\n  \"acceptedDate\"
-        : \"2022-02-11 08:29:22\",\n  \"calendarYear\" : \"2021\",\n  \"period\" :
-        \"FY\",\n  \"netIncome\" : 9710000000,\n  \"depreciationAndAmortization\"
+        : \"USD\",\n  \"cik\" : \"0001413329\",\n  \"fillingDate\" : \"2022-02-11\",\n
+        \ \"acceptedDate\" : \"2022-02-11 08:29:22\",\n  \"calendarYear\" : \"2021\",\n
+        \ \"period\" : \"FY\",\n  \"netIncome\" : 9109000000,\n  \"depreciationAndAmortization\"
         : 998000000,\n  \"deferredIncomeTax\" : -17000000,\n  \"stockBasedCompensation\"
         : 0.0,\n  \"changeInWorkingCapital\" : 1367000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : 549000000,\n  \"accountsPayables\" : 653000000,\n
-        \ \"otherWorkingCapital\" : 363000000,\n  \"otherNonCashItems\" : -91000000,\n
+        \ \"otherWorkingCapital\" : 363000000,\n  \"otherNonCashItems\" : 510000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 11967000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : 0.0,\n  \"acquisitionsNet\" : -2145000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -35,9 +35,9 @@ interactions:
         \ \"acceptedDate\" : \"2021-02-09 16:20:37\",\n  \"calendarYear\" : \"2020\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 8056000000,\n  \"depreciationAndAmortization\"
         : 981000000,\n  \"deferredIncomeTax\" : -143000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 18377000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 128000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : -165000000,\n  \"accountsPayables\" : 406000000,\n
-        \ \"otherWorkingCapital\" : 20254000000,\n  \"otherNonCashItems\" : -17459000000,\n
+        \ \"otherWorkingCapital\" : -139000000,\n  \"otherNonCashItems\" : 790000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 9812000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : 0.0,\n  \"acquisitionsNet\" : -47000000,\n  \"purchasesOfInvestments\" :
         0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -55,9 +55,9 @@ interactions:
         \ \"acceptedDate\" : \"2020-02-07 06:47:13\",\n  \"calendarYear\" : \"2019\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 7185000000,\n  \"depreciationAndAmortization\"
         : 964000000,\n  \"deferredIncomeTax\" : -141000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 196000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 755000000,\n  \"accountsReceivables\"
         : -331000000,\n  \"inventory\" : -548000000,\n  \"accountsPayables\" : 451000000,\n
-        \ \"otherWorkingCapital\" : 1877000000,\n  \"otherNonCashItems\" : 1886000000,\n
+        \ \"otherWorkingCapital\" : 1183000000,\n  \"otherNonCashItems\" : 1327000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 10090000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -852000000,\n  \"acquisitionsNet\" : -1346000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -75,9 +75,9 @@ interactions:
         \ \"acceptedDate\" : \"2019-02-07 15:09:20\",\n  \"calendarYear\" : \"2018\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 7911000000,\n  \"depreciationAndAmortization\"
         : 989000000,\n  \"deferredIncomeTax\" : -100000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -570000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 164000000,\n  \"accountsReceivables\"
         : 53000000,\n  \"inventory\" : -613000000,\n  \"accountsPayables\" : -51000000,\n
-        \ \"otherWorkingCapital\" : 1681000000,\n  \"otherNonCashItems\" : 1248000000,\n
+        \ \"otherWorkingCapital\" : 775000000,\n  \"otherNonCashItems\" : 514000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 9478000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1436000000,\n  \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -95,9 +95,9 @@ interactions:
         \ \"acceptedDate\" : \"2018-02-13 08:07:16\",\n  \"calendarYear\" : \"2017\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 6035000000,\n  \"depreciationAndAmortization\"
         : 875000000,\n  \"deferredIncomeTax\" : -501000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -3381000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 1879000000,\n  \"accountsReceivables\"
         : -92000000,\n  \"inventory\" : 730000000,\n  \"accountsPayables\" : 425000000,\n
-        \ \"otherWorkingCapital\" : 2251000000,\n  \"otherNonCashItems\" : 5884000000,\n
+        \ \"otherWorkingCapital\" : 816000000,\n  \"otherNonCashItems\" : 624000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 8912000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1548000000,\n  \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -115,9 +115,9 @@ interactions:
         \ \"acceptedDate\" : \"2017-02-14 08:22:52\",\n  \"calendarYear\" : \"2016\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 6967000000,\n  \"depreciationAndAmortization\"
         : 743000000,\n  \"deferredIncomeTax\" : 182000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 4491000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -63000000,\n  \"accountsReceivables\"
         : -1009000000,\n  \"inventory\" : -695000000,\n  \"accountsPayables\" : 373000000,\n
-        \ \"otherWorkingCapital\" : 5632000000,\n  \"otherNonCashItems\" : -4306000000,\n
+        \ \"otherWorkingCapital\" : 1268000000,\n  \"otherNonCashItems\" : 248000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 8077000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1172000000,\n  \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -135,9 +135,9 @@ interactions:
         \ \"acceptedDate\" : \"2016-02-17 10:25:14\",\n  \"calendarYear\" : \"2015\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 6873000000,\n  \"depreciationAndAmortization\"
         : 754000000,\n  \"deferredIncomeTax\" : -18000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 723000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 66000000,\n  \"accountsReceivables\"
         : 647000000,\n  \"inventory\" : -841000000,\n  \"accountsPayables\" : 310000000,\n
-        \ \"otherWorkingCapital\" : 1141000000,\n  \"otherNonCashItems\" : -467000000,\n
+        \ \"otherWorkingCapital\" : -50000000,\n  \"otherNonCashItems\" : 190000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 7865000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -960000000,\n  \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -155,9 +155,9 @@ interactions:
         \ \"acceptedDate\" : \"2015-02-20 08:39:54\",\n  \"calendarYear\" : \"2014\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 7493000000,\n  \"depreciationAndAmortization\"
         : 889000000,\n  \"deferredIncomeTax\" : -62000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 46000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -918000000,\n  \"accountsReceivables\"
         : -463000000,\n  \"inventory\" : 105000000,\n  \"accountsPayables\" : 177000000,\n
-        \ \"otherWorkingCapital\" : 418000000,\n  \"otherNonCashItems\" : -627000000,\n
+        \ \"otherWorkingCapital\" : -737000000,\n  \"otherNonCashItems\" : 337000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 7739000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1153000000,\n  \"acquisitionsNet\" : -110000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -175,9 +175,9 @@ interactions:
         \ \"acceptedDate\" : \"2014-02-21 08:40:56\",\n  \"calendarYear\" : \"2013\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 8576000000,\n  \"depreciationAndAmortization\"
         : 882000000,\n  \"deferredIncomeTax\" : -28000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 586000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -210000000,\n  \"accountsReceivables\"
         : -449000000,\n  \"inventory\" : -1413000000,\n  \"accountsPayables\" : 103000000,\n
-        \ \"otherWorkingCapital\" : 372000000,\n  \"otherNonCashItems\" : 119000000,\n
+        \ \"otherWorkingCapital\" : 1549000000,\n  \"otherNonCashItems\" : 915000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 10135000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1200000000,\n  \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -195,9 +195,9 @@ interactions:
         \ \"acceptedDate\" : \"2013-02-22 12:13:08\",\n  \"calendarYear\" : \"2012\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 8800000000,\n  \"depreciationAndAmortization\"
         : 898000000,\n  \"deferredIncomeTax\" : -248000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 212000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -661000000,\n  \"accountsReceivables\"
         : -398000000,\n  \"inventory\" : -728000000,\n  \"accountsPayables\" : 10000000,\n
-        \ \"otherWorkingCapital\" : -214000000,\n  \"otherNonCashItems\" : -241000000,\n
+        \ \"otherWorkingCapital\" : 455000000,\n  \"otherNonCashItems\" : 632000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 9421000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1056000000,\n  \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -215,9 +215,9 @@ interactions:
         \ \"acceptedDate\" : \"2012-02-24 09:29:03\",\n  \"calendarYear\" : \"2011\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 8591000000,\n  \"depreciationAndAmortization\"
         : 993000000,\n  \"deferredIncomeTax\" : 15000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -491000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 834000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : -36000000,\n  \"accountsPayables\" : 199000000,\n
-        \ \"otherWorkingCapital\" : -426000000,\n  \"otherNonCashItems\" : 1421000000,\n
+        \ \"otherWorkingCapital\" : 65000000,\n  \"otherNonCashItems\" : 96000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 10529000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -897000000,\n  \"acquisitionsNet\" : -80000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -235,9 +235,9 @@ interactions:
         \ \"acceptedDate\" : \"2011-02-25 12:11:25\",\n  \"calendarYear\" : \"2010\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 7259000000,\n  \"depreciationAndAmortization\"
         : 932000000,\n  \"deferredIncomeTax\" : 101000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -887000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 1255000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : 1071000000,\n  \"accountsPayables\" : -72000000,\n
-        \ \"otherWorkingCapital\" : 65000000,\n  \"otherNonCashItems\" : 2032000000,\n
+        \ \"otherWorkingCapital\" : 952000000,\n  \"otherNonCashItems\" : -110000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 9437000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -713000000,\n  \"acquisitionsNet\" : -83000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -255,9 +255,9 @@ interactions:
         \ \"acceptedDate\" : \"2010-02-26 08:23:45\",\n  \"calendarYear\" : \"2009\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 6342000000,\n  \"depreciationAndAmortization\"
         : 853000000,\n  \"deferredIncomeTax\" : 129000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -2552000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : 552000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : 660000000,\n  \"accountsPayables\" : -116000000,\n
-        \ \"otherWorkingCapital\" : 952000000,\n  \"otherNonCashItems\" : 3112000000,\n
+        \ \"otherWorkingCapital\" : 3504000000,\n  \"otherNonCashItems\" : 8000000.0,\n
         \ \"netCashProvidedByOperatingActivities\" : 7884000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -715000000,\n  \"acquisitionsNet\" : -429000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -275,9 +275,9 @@ interactions:
         \ \"acceptedDate\" : \"2009-02-26 13:41:47\",\n  \"calendarYear\" : \"2008\",\n
         \ \"period\" : \"FY\",\n  \"netIncome\" : 6890000000,\n  \"depreciationAndAmortization\"
         : 842000000,\n  \"deferredIncomeTax\" : 5000000.0,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -1291000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -133000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : -914000000,\n  \"accountsPayables\" : -90000000,\n
-        \ \"otherWorkingCapital\" : 3504000000,\n  \"otherNonCashItems\" : 1489000000,\n
+        \ \"otherWorkingCapital\" : 4795000000,\n  \"otherNonCashItems\" : 331000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 7935000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1099000000,\n  \"acquisitionsNet\" : -1663000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -295,9 +295,9 @@ interactions:
         \ \"acceptedDate\" : \"2007-12-31\",\n  \"calendarYear\" : \"2007\",\n  \"period\"
         : \"FY\",\n  \"netIncome\" : 6026000000,\n  \"depreciationAndAmortization\"
         : 748000000,\n  \"deferredIncomeTax\" : -21000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : -1706000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -1547000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : -1264000000,\n  \"accountsPayables\" : 38000000,\n
-        \ \"otherWorkingCapital\" : 4795000000,\n  \"otherNonCashItems\" : 542000000,\n
+        \ \"otherWorkingCapital\" : 6501000000,\n  \"otherNonCashItems\" : 383000000,\n
         \ \"netCashProvidedByOperatingActivities\" : 5589000000,\n  \"investmentsInPropertyPlantAndEquipment\"
         : -1072000000,\n  \"acquisitionsNet\" : -1432000000,\n  \"purchasesOfInvestments\"
         : 0.0,\n  \"salesMaturitiesOfInvestments\" : 0.0,\n  \"otherInvestingActivites\"
@@ -314,9 +314,9 @@ interactions:
         \ \"acceptedDate\" : \"2006-12-31\",\n  \"calendarYear\" : \"2006\",\n  \"period\"
         : \"FY\",\n  \"netIncome\" : 6146000000,\n  \"depreciationAndAmortization\"
         : 658000000,\n  \"deferredIncomeTax\" : 226000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 1565000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -730000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : -1077000000,\n  \"accountsPayables\" : 0.0,\n  \"otherWorkingCapital\"
-        : 6501000000,\n  \"otherNonCashItems\" : -2359000000,\n  \"netCashProvidedByOperatingActivities\"
+        : 4936000000,\n  \"otherNonCashItems\" : -64000000,\n  \"netCashProvidedByOperatingActivities\"
         : 6236000000,\n  \"investmentsInPropertyPlantAndEquipment\" : -886000000,\n
         \ \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\" : 0.0,\n  \"salesMaturitiesOfInvestments\"
         : 0.0,\n  \"otherInvestingActivites\" : 447000000,\n  \"netCashUsedForInvestingActivites\"
@@ -332,9 +332,9 @@ interactions:
         \ \"acceptedDate\" : \"2005-12-31\",\n  \"calendarYear\" : \"2005\",\n  \"period\"
         : \"FY\",\n  \"netIncome\" : 5620000000,\n  \"depreciationAndAmortization\"
         : 527000000,\n  \"deferredIncomeTax\" : -746000000,\n  \"stockBasedCompensation\"
-        : 0.0,\n  \"changeInWorkingCapital\" : 1245000000,\n  \"accountsReceivables\"
+        : 0.0,\n  \"changeInWorkingCapital\" : -370000000,\n  \"accountsReceivables\"
         : 0.0,\n  \"inventory\" : -441000000,\n  \"accountsPayables\" : 0.0,\n  \"otherWorkingCapital\"
-        : 4936000000,\n  \"otherNonCashItems\" : -1488000000,\n  \"netCashProvidedByOperatingActivities\"
+        : 3691000000,\n  \"otherNonCashItems\" : 127000000,\n  \"netCashProvidedByOperatingActivities\"
         : 5158000000,\n  \"investmentsInPropertyPlantAndEquipment\" : -736000000,\n
         \ \"acquisitionsNet\" : 0.0,\n  \"purchasesOfInvestments\" : 0.0,\n  \"salesMaturitiesOfInvestments\"
         : 0.0,\n  \"otherInvestingActivites\" : -4886000000,\n  \"netCashUsedForInvestingActivites\"
@@ -352,7 +352,7 @@ interactions:
         : 370000000,\n  \"deferredIncomeTax\" : 0.0,\n  \"stockBasedCompensation\"
         : 0.0,\n  \"changeInWorkingCapital\" : 0.0,\n  \"accountsReceivables\" : 0.0,\n
         \ \"inventory\" : 0.0,\n  \"accountsPayables\" : 0.0,\n  \"otherWorkingCapital\"
-        : 3691000000,\n  \"otherNonCashItems\" : 285000000,\n  \"netCashProvidedByOperatingActivities\"
+        : 11053000000,\n  \"otherNonCashItems\" : 285000000,\n  \"netCashProvidedByOperatingActivities\"
         : 4630000000,\n  \"investmentsInPropertyPlantAndEquipment\" : 0.0,\n  \"acquisitionsNet\"
         : 0.0,\n  \"purchasesOfInvestments\" : 0.0,\n  \"salesMaturitiesOfInvestments\"
         : 0.0,\n  \"otherInvestingActivites\" : -1509000000,\n  \"netCashUsedForInvestingActivites\"
@@ -377,7 +377,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sun, 06 Mar 2022 14:44:35 GMT
+      - Mon, 18 Jul 2022 09:04:29 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_dcf-kwargs_dict3].yaml

@@ -0,0 +1,98 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/discounted-cash-flow/PM?apikey=MOCK_API_KEY&limit=0&period=annual
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2022-07-18\",\n  \"dcf\"
+        : 93.06760436737315,\n  \"Stock Price\" : 90.18\n} ]"
+    headers:
+      Access-Control-Allow-Headers:
+      - origin, content-type, accept, Authorization, authorization
+      Access-Control-Allow-Methods:
+      - GET, OPTIONS
+      Access-Control-Allow-Origin:
+      - '*'
+      Access-Control-Max-Age:
+      - '3600'
+      Connection:
+      - close
+      Content-Type:
+      - application/json;charset=UTF-8
+      Date:
+      - Mon, 18 Jul 2022 09:04:27 GMT
+      Server:
+      - nginx/1.14.0 (Ubuntu)
+      Transfer-Encoding:
+      - chunked
+      Vary:
+      - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
+    status:
+      code: 200
+      message: ''
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/historical-discounted-cash-flow/PM?apikey=MOCK_API_KEY&period=annual
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"historicalDCF\" : [ {\n    \"date\"
+        : \"2021-12-31\",\n    \"Stock Price\" : 103.519997,\n    \"DCF\" : 106.40760136737315\n
+        \ }, {\n    \"date\" : \"2020-12-31\",\n    \"Stock Price\" : 79.650002,\n
+        \   \"DCF\" : 84.32566031727681\n  }, {\n    \"date\" : \"2019-12-31\",\n
+        \   \"Stock Price\" : 84.330002,\n    \"DCF\" : 88.74222064951769\n  }, {\n
+        \   \"date\" : \"2018-12-31\",\n    \"Stock Price\" : 74.480003,\n    \"DCF\"
+        : 78.71987438263666\n  }, {\n    \"date\" : \"2017-12-31\",\n    \"Stock Price\"
+        : 107.940002,\n    \"DCF\" : 113.38265663917525\n  }, {\n    \"date\" : \"2016-12-31\",\n
+        \   \"Stock Price\" : 95.959999,\n    \"DCF\" : 98.6930744352031\n  }, {\n
+        \   \"date\" : \"2015-12-31\",\n    \"Stock Price\" : 90.010002,\n    \"DCF\"
+        : 92.21594131568754\n  }, {\n    \"date\" : \"2014-12-31\",\n    \"Stock Price\"
+        : 80.239998,\n    \"DCF\" : 81.31407207407408\n  }, {\n    \"date\" : \"2013-12-31\",\n
+        \   \"Stock Price\" : 79.089996,\n    \"DCF\" : 80.41798613563502\n  }, {\n
+        \   \"date\" : \"2012-12-31\",\n    \"Stock Price\" : 87.650002,\n    \"DCF\"
+        : 89.4130043640662\n  }, {\n    \"date\" : \"2011-12-31\",\n    \"Stock Price\"
+        : 74.900002,\n    \"DCF\" : 76.34804288586031\n  }, {\n    \"date\" : \"2010-12-31\",\n
+        \   \"Stock Price\" : 56.599998,\n    \"DCF\" : 57.52604476454595\n  }, {\n
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_enterprise-kwargs_dict2].yaml

@@ -0,0 +1,89 @@
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+    uri: https://financialmodelingprep.com/api/v3/enterprise-values/PM?apikey=MOCK_API_KEY&limit=0&period=annual
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+        : 103.519997,\n  \"numberOfShares\" : 1557000000,\n  \"marketCapitalization\"
+        : 161180635329,\n  \"minusCashAndCashEquivalents\" : 4496000000,\n  \"addTotalDebt\"
+        : 27806000000,\n  \"enterpriseValue\" : 184490635329\n}, {\n  \"symbol\" :
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+        : 129270562535.21733,\n  \"minusCashAndCashEquivalents\" : 2550000000,\n  \"addTotalDebt\"
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_financial_growth-kwargs_dict9].yaml

@@ -12,27 +12,31 @@ interactions:
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         : \"FY\",\n  \"revenueGrowth\" : 0.0944796821635185,\n  \"grossProfitGrowth\"
-        : 0.11764705882352941,\n  \"ebitgrowth\" : 0.111399187624233,\n  \"operatingIncomeGrowth\"
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-        : 0.18556701030927836\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2020-12-31\",\n
-        \ \"period\" : \"FY\",\n  \"revenueGrowth\" : -0.03727562489515182,\n  \"grossProfitGrowth\"
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-        : 0.11674321503131489,\n  \"epsdilutedGrowth\" : 0.11746137787056483,\n  \"weightedAverageSharesGrowth\"
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+        : 0.0,\n  \"weightedAverageSharesDilutedGrowth\" : -0.0006418485237483953,\n
+        \ \"dividendsperShareGrowth\" : 0.02933188484519272,\n  \"operatingCashFlowGrowth\"
+        : 0.21962902568283735,\n  \"freeCashFlowGrowth\" : 0.21813246471226927,\n
+        \ \"tenYRevenueGrowthPerShare\" : 0.11946237331821162,\n  \"fiveYRevenueGrowthPerShare\"
+        : 0.17234321923908533,\n  \"threeYRevenueGrowthPerShare\" : 0.05872268698053437,\n
+        \ \"tenYOperatingCFGrowthPerShare\" : 0.2598747213950424,\n  \"fiveYOperatingCFGrowthPerShare\"
+        : 0.4759049638558355,\n  \"threeYOperatingCFGrowthPerShare\" : 0.2609862978498835,\n
+        \ \"tenYNetIncomeGrowthPerShare\" : 0.1753201445669083,\n  \"fiveYNetIncomeGrowthPerShare\"
+        : 0.30241106366291065,\n  \"threeYNetIncomeGrowthPerShare\" : 0.14995566850122186,\n
+        \ \"tenYShareholdersEquityGrowthPerShare\" : -49.91848611173093,\n  \"fiveYShareholdersEquityGrowthPerShare\"
+        : -0.20656873607456386,\n  \"threeYShareholdersEquityGrowthPerShare\" : -0.18990138650277086,\n
+        \ \"tenYDividendperShareGrowthPerShare\" : 0.754867216247641,\n  \"fiveYDividendperShareGrowthPerShare\"
+        : 0.1838805237899306,\n  \"threeYDividendperShareGrowthPerShare\" : 0.09952989497614019,\n
+        \ \"receivablesGrowth\" : 0.047593725073118855,\n  \"inventoryGrowth\" : -0.09081430507767699,\n
+        \ \"assetGrowth\" : -0.07865669976570344,\n  \"bookValueperShareGrowth\" :
+        -0.1958303493276035,\n  \"debtGrowth\" : -0.11827752409944191,\n  \"rdexpenseGrowth\"
+        : 0.0,\n  \"sgaexpensesGrowth\" : 0.18556701030927836\n}, {\n  \"symbol\"
+        : \"PM\",\n  \"date\" : \"2020-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\"
+        : -0.03727562489515182,\n  \"grossProfitGrowth\" : -0.008656437901720921,\n
+        \ \"ebitgrowth\" : 0.1079669547051562,\n  \"operatingIncomeGrowth\" : 0.1079669547051562,\n
+        \ \"netIncomeGrowth\" : 0.12122477383437717,\n  \"epsgrowth\" : 0.11930585683297175,\n
+        \ \"epsdilutedGrowth\" : 0.11930585683297175,\n  \"weightedAverageSharesGrowth\"
         : 0.0012861736334405145,\n  \"weightedAverageSharesDilutedGrowth\" : 0.0012853470437017994,\n
         \ \"dividendsperShareGrowth\" : 0.027027060963290685,\n  \"operatingCashFlowGrowth\"
         : -0.02755203171456888,\n  \"freeCashFlowGrowth\" : -0.0030309590820523924,\n
@@ -52,9 +56,9 @@ interactions:
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         : 0.0060759493670886075,\n  \"grossProfitGrowth\" : 0.022526103779085174,\n
-        \ \"ebitgrowth\" : -0.07886379675370501,\n  \"operatingIncomeGrowth\" : -0.07886379675370501,\n
-        \ \"netIncomeGrowth\" : -0.09177095183921123,\n  \"epsgrowth\" : -0.09043724839861225,\n
-        \ \"epsdilutedGrowth\" : -0.09102180029552955,\n  \"weightedAverageSharesGrowth\"
+        \ \"ebitgrowth\" : -0.07436055199085875,\n  \"operatingIncomeGrowth\" : -0.07436055199085875,\n
+        \ \"netIncomeGrowth\" : -0.09177095183921123,\n  \"epsgrowth\" : -0.09251968503937003,\n
+        \ \"epsdilutedGrowth\" : -0.09251968503937003,\n  \"weightedAverageSharesGrowth\"
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         \ \"dividendsperShareGrowth\" : 0.04008714596949895,\n  \"operatingCashFlowGrowth\"
         : 0.06457058451150031,\n  \"freeCashFlowGrowth\" : 0.14871922407361352,\n
@@ -74,9 +78,9 @@ interactions:
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         : 0.030506470015305414,\n  \"grossProfitGrowth\" : 0.03008298755186722,\n
-        \ \"ebitgrowth\" : -0.014517951838650787,\n  \"operatingIncomeGrowth\" : -0.014517951838650787,\n
-        \ \"netIncomeGrowth\" : 0.3108533554266777,\n  \"epsgrowth\" : 0.30640596520298313,\n
-        \ \"epsdilutedGrowth\" : 0.30724772162385927,\n  \"weightedAverageSharesGrowth\"
+        \ \"ebitgrowth\" : -0.010953664261497001,\n  \"operatingIncomeGrowth\" : -0.010953664261497001,\n
+        \ \"netIncomeGrowth\" : 0.3108533554266777,\n  \"epsgrowth\" : 0.309278350515464,\n
+        \ \"epsdilutedGrowth\" : 0.309278350515464,\n  \"weightedAverageSharesGrowth\"
         : 0.0019329896907216496,\n  \"weightedAverageSharesDilutedGrowth\" : 0.00128783000643915,\n
         \ \"dividendsperShareGrowth\" : 0.05394433156451575,\n  \"operatingCashFlowGrowth\"
         : 0.06350987432675045,\n  \"freeCashFlowGrowth\" : 0.09206952743074416,\n
@@ -97,8 +101,8 @@ interactions:
         : \"PM\",\n  \"date\" : \"2017-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\"
         : 0.07730934982199737,\n  \"grossProfitGrowth\" : 0.05909564010639528,\n  \"ebitgrowth\"
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-        \ \"netIncomeGrowth\" : -0.13377350366011195,\n  \"epsgrowth\" : -0.1320243464653907,\n
-        \ \"epsdilutedGrowth\" : -0.13258324901112956,\n  \"weightedAverageSharesGrowth\"
+        \ \"netIncomeGrowth\" : -0.13377350366011195,\n  \"epsgrowth\" : -0.13392857142857154,\n
+        \ \"epsdilutedGrowth\" : -0.13392857142857154,\n  \"weightedAverageSharesGrowth\"
         : 0.0006447453255963894,\n  \"weightedAverageSharesDilutedGrowth\" : 0.0012894906511927789,\n
         \ \"dividendsperShareGrowth\" : 0.021605357333359332,\n  \"operatingCashFlowGrowth\"
         : 0.10337996780983039,\n  \"freeCashFlowGrowth\" : 0.0664735698769008,\n  \"tenYRevenueGrowthPerShare\"
@@ -117,29 +121,29 @@ interactions:
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         : 0.04996096799375488\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2016-12-31\",\n
         \ \"period\" : \"FY\",\n  \"revenueGrowth\" : -0.004068074942151228,\n  \"grossProfitGrowth\"
-        : -0.007745711171036777,\n  \"ebitgrowth\" : 0.01159854082873445,\n  \"operatingIncomeGrowth\"
-        : 0.01159854082873445,\n  \"netIncomeGrowth\" : 0.013676705950822057,\n  \"epsgrowth\"
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-        : -0.025691993026873243,\n  \"threeYRevenueGrowthPerShare\" : -0.10604615882495715,\n
+        : -0.04510696616234643,\n  \"threeYRevenueGrowthPerShare\" : -0.10604615882495715,\n
         \ \"tenYOperatingCFGrowthPerShare\" : 0.761461740582955,\n  \"fiveYOperatingCFGrowthPerShare\"
-        : -0.12901532159589443,\n  \"threeYOperatingCFGrowthPerShare\" : -0.16657719115601535,\n
+        : -0.14637137739303294,\n  \"threeYOperatingCFGrowthPerShare\" : -0.16657719115601535,\n
         \ \"tenYNetIncomeGrowthPerShare\" : 0.5416383057308692,\n  \"fiveYNetIncomeGrowthPerShare\"
-        : -0.07923320410658714,\n  \"threeYNetIncomeGrowthPerShare\" : -0.15042819630089385,\n
+        : -0.09758126496451196,\n  \"threeYNetIncomeGrowthPerShare\" : -0.15042819630089385,\n
         \ \"tenYShareholdersEquityGrowthPerShare\" : -2.2094550911270034,\n  \"fiveYShareholdersEquityGrowthPerShare\"
-        : -63.907908406747026,\n  \"threeYShareholdersEquityGrowthPerShare\" : 0.708578101606085,\n
+        : -62.654346552605865,\n  \"threeYShareholdersEquityGrowthPerShare\" : 0.708578101606085,\n
         \ \"tenYDividendperShareGrowthPerShare\" : 2.1201031881204515,\n  \"fiveYDividendperShareGrowthPerShare\"
-        : 0.5124392218457168,\n  \"threeYDividendperShareGrowthPerShare\" : 0.1660778293273457,\n
+        : 0.4823009425223275,\n  \"threeYDividendperShareGrowthPerShare\" : 0.1660778293273457,\n
         \ \"receivablesGrowth\" : 0.2595392368610511,\n  \"inventoryGrowth\" : 0.06420394193319957,\n
         \ \"assetGrowth\" : 0.08525739191895394,\n  \"bookValueperShareGrowth\" :
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         : 0.0,\n  \"sgaexpensesGrowth\" : -0.037710336538461536\n}, {\n  \"symbol\"
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         : -0.09987570127994087,\n  \"grossProfitGrowth\" : -0.0983911851430345,\n
-        \ \"ebitgrowth\" : -0.1263381547764975,\n  \"operatingIncomeGrowth\" : -0.1263381547764975,\n
+        \ \"ebitgrowth\" : -0.09220646043411383,\n  \"operatingIncomeGrowth\" : -0.09220646043411383,\n
         \ \"netIncomeGrowth\" : -0.08274389430134793,\n  \"epsgrowth\" : -0.0714285714285714,\n
         \ \"epsdilutedGrowth\" : -0.0714285714285714,\n  \"weightedAverageSharesGrowth\"
         : -0.010855683269476373,\n  \"weightedAverageSharesDilutedGrowth\" : -0.010855683269476373,\n
@@ -161,29 +165,29 @@ interactions:
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-        \ \"ebitgrowth\" : -0.11480034722222222,\n  \"operatingIncomeGrowth\" : -0.11480034722222222,\n
+        \ \"ebitgrowth\" : -0.13414724380318166,\n  \"operatingIncomeGrowth\" : -0.13414724380318166,\n
         \ \"netIncomeGrowth\" : -0.12628264925373134,\n  \"epsgrowth\" : -0.09505703422053233,\n
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         \ \"tenYRevenueGrowthPerShare\" : 0.15453698071347285,\n  \"fiveYRevenueGrowthPerShare\"
-        : 0.47525982143517587,\n  \"threeYRevenueGrowthPerShare\" : 0.07642598237599628,\n
+        : 0.47525982143517587,\n  \"threeYRevenueGrowthPerShare\" : 0.05497611089738517,\n
         \ \"tenYOperatingCFGrowthPerShare\" : 1.1646119344935166,\n  \"fiveYOperatingCFGrowthPerShare\"
-        : 0.21792143487983162,\n  \"threeYOperatingCFGrowthPerShare\" : -0.17345725307479548,\n
+        : 0.21792143487983162,\n  \"threeYOperatingCFGrowthPerShare\" : -0.18992771735510763,\n
         \ \"tenYNetIncomeGrowthPerShare\" : 1.4411518349839754,\n  \"fiveYNetIncomeGrowthPerShare\"
-        : 0.46592090355887256,\n  \"threeYNetIncomeGrowthPerShare\" : -0.019201909152900414,\n
+        : 0.46592090355887256,\n  \"threeYNetIncomeGrowthPerShare\" : -0.03874620977327403,\n
         \ \"tenYShareholdersEquityGrowthPerShare\" : -2.558935938887227,\n  \"fiveYShareholdersEquityGrowthPerShare\"
-        : -3.7413077002825075,\n  \"threeYShareholdersEquityGrowthPerShare\" : -63.01561846442135,\n
+        : -3.7413077002825075,\n  \"threeYShareholdersEquityGrowthPerShare\" : -61.77983721470438,\n
         \ \"tenYDividendperShareGrowthPerShare\" : 0.0,\n  \"fiveYDividendperShareGrowthPerShare\"
-        : 0.7304992767206774,\n  \"threeYDividendperShareGrowthPerShare\" : 0.4173944599685677,\n
+        : 0.7304992767206774,\n  \"threeYDividendperShareGrowthPerShare\" : 0.389150131516264,\n
         \ \"receivablesGrowth\" : 0.03919024137036076,\n  \"inventoryGrowth\" : -0.12736136502132847,\n
         \ \"assetGrowth\" : -0.07810207503667994,\n  \"bookValueperShareGrowth\" :
         0.6843435165697536,\n  \"debtGrowth\" : 0.06420261579593901,\n  \"rdexpenseGrowth\"
         : 0.0,\n  \"sgaexpensesGrowth\" : 0.016110304789550074\n}, {\n  \"symbol\"
         : \"PM\",\n  \"date\" : \"2013-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\"
         : -0.005099276540140868,\n  \"grossProfitGrowth\" : -0.009379165873167016,\n
-        \ \"ebitgrowth\" : -0.007538229592935602,\n  \"operatingIncomeGrowth\" : -0.007538229592935602,\n
+        \ \"ebitgrowth\" : -0.02390582117579084,\n  \"operatingIncomeGrowth\" : -0.02390582117579084,\n
         \ \"netIncomeGrowth\" : -0.025454545454545455,\n  \"epsgrowth\" : 0.017408123791102487,\n
         \ \"epsdilutedGrowth\" : 0.017408123791102487,\n  \"weightedAverageSharesGrowth\"
         : -0.041371158392434985,\n  \"weightedAverageSharesDilutedGrowth\" : -0.041371158392434985,\n
@@ -205,11 +209,11 @@ interactions:
         : 0.0,\n  \"sgaexpensesGrowth\" : -0.012611063341931785\n}, {\n  \"symbol\"
         : \"PM\",\n  \"date\" : \"2012-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\"
         : 0.009004083995240698,\n  \"grossProfitGrowth\" : 0.02864978696312258,\n
-        \ \"ebitgrowth\" : 0.036306822409046945,\n  \"operatingIncomeGrowth\" : 0.036306822409046945,\n
-        \ \"netIncomeGrowth\" : 0.024327784891165175,\n  \"epsgrowth\" : 0.05975672215108811,\n
-        \ \"epsdilutedGrowth\" : 0.06035851472471231,\n  \"weightedAverageSharesGrowth\"
-        : -0.039182282793867124,\n  \"weightedAverageSharesDilutedGrowth\" : -0.039727582292849034,\n
-        \ \"dividendsperShareGrowth\" : 0.17468168056074,\n  \"operatingCashFlowGrowth\"
+        \ \"ebitgrowth\" : 0.03855385538553855,\n  \"operatingIncomeGrowth\" : 0.03855385538553855,\n
+        \ \"netIncomeGrowth\" : 0.024327784891165175,\n  \"epsgrowth\" : 0.0386389771274419,\n
+        \ \"epsdilutedGrowth\" : 0.0386389771274419,\n  \"weightedAverageSharesGrowth\"
+        : -0.019646848450322343,\n  \"weightedAverageSharesDilutedGrowth\" : -0.019646848450322343,\n
+        \ \"dividendsperShareGrowth\" : 0.15127387408928147,\n  \"operatingCashFlowGrowth\"
         : -0.10523316554278658,\n  \"freeCashFlowGrowth\" : -0.13154069767441862,\n
         \ \"tenYRevenueGrowthPerShare\" : 0.12635579433410032,\n  \"fiveYRevenueGrowthPerShare\"
         : 0.7089933078613964,\n  \"threeYRevenueGrowthPerShare\" : 0.4392500853415147,\n
@@ -223,54 +227,54 @@ interactions:
         : 0.022909459147782966,\n  \"threeYDividendperShareGrowthPerShare\" : 0.4341708367002292,\n
         \ \"receivablesGrowth\" : 0.12121212121212122,\n  \"inventoryGrowth\" : 0.1020935960591133,\n
         \ \"assetGrowth\" : 0.061485572587917044,\n  \"bookValueperShareGrowth\" :
-        -16.798042677072672,\n  \"debtGrowth\" : 0.2315448908061472,\n  \"rdexpenseGrowth\"
+        -16.483236094376814,\n  \"debtGrowth\" : 0.2315448908061472,\n  \"rdexpenseGrowth\"
         : 0.0,\n  \"sgaexpensesGrowth\" : 0.0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\"
         : \"2011-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\" : 0.1429359012055278,\n
-        \ \"grossProfitGrowth\" : 0.1671334667047728,\n  \"ebitgrowth\" : 0.19507424202009424,\n
-        \ \"operatingIncomeGrowth\" : 0.19507424202009424,\n  \"netIncomeGrowth\"
-        : 0.1834963493594159,\n  \"epsgrowth\" : 0.24134303751193897,\n  \"epsdilutedGrowth\"
-        : 0.24380342375315572,\n  \"weightedAverageSharesGrowth\" : -0.04241435562805873,\n
-        \ \"weightedAverageSharesDilutedGrowth\" : -0.04343105320304017,\n  \"dividendsperShareGrowth\"
-        : 0.13047138987351614,\n  \"operatingCashFlowGrowth\" : 0.11571473985376708,\n
+        \ \"grossProfitGrowth\" : 0.1671334667047728,\n  \"ebitgrowth\" : 0.19035714285714286,\n
+        \ \"operatingIncomeGrowth\" : 0.19035714285714286,\n  \"netIncomeGrowth\"
+        : 0.1834963493594159,\n  \"epsgrowth\" : 0.26658218829516545,\n  \"epsdilutedGrowth\"
+        : 0.2698132653061226,\n  \"weightedAverageSharesGrowth\" : -0.06149610331702012,\n
+        \ \"weightedAverageSharesDilutedGrowth\" : -0.06302461129207383,\n  \"dividendsperShareGrowth\"
+        : 0.15345623831942803,\n  \"operatingCashFlowGrowth\" : 0.11571473985376708,\n
         \ \"freeCashFlowGrowth\" : 0.10408069692801467,\n  \"tenYRevenueGrowthPerShare\"
-        : 0.07256513649462648,\n  \"fiveYRevenueGrowthPerShare\" : -0.22818563714950924,\n
-        \ \"threeYRevenueGrowthPerShare\" : 0.42066625201128305,\n  \"tenYOperatingCFGrowthPerShare\"
-        : 1.6188747557776302,\n  \"fiveYOperatingCFGrowthPerShare\" : 1.0223797091476505,\n
-        \ \"threeYOperatingCFGrowthPerShare\" : 0.5582293242189611,\n  \"tenYNetIncomeGrowthPerShare\"
-        : 1.4889443176582773,\n  \"fiveYNetIncomeGrowthPerShare\" : 0.6742983267929743,\n
-        \ \"threeYNetIncomeGrowthPerShare\" : 0.4642514932058823,\n  \"tenYShareholdersEquityGrowthPerShare\"
-        : -0.9748622044335236,\n  \"fiveYShareholdersEquityGrowthPerShare\" : -0.9807741964125247,\n
-        \ \"threeYShareholdersEquityGrowthPerShare\" : -0.9641437062275223,\n  \"tenYDividendperShareGrowthPerShare\"
-        : 0.0,\n  \"fiveYDividendperShareGrowthPerShare\" : 1.062961038733715,\n  \"threeYDividendperShareGrowthPerShare\"
-        : 0.10704967140978326,\n  \"receivablesGrowth\" : 0.06380857427716849,\n  \"inventoryGrowth\"
-        : -0.023686425393771793,\n  \"assetGrowth\" : 0.012496433666191156,\n  \"bookValueperShareGrowth\"
-        : -0.9317903307156093,\n  \"debtGrowth\" : 0.1238031753726821,\n  \"rdexpenseGrowth\"
-        : 0.0,\n  \"sgaexpensesGrowth\" : 0.0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\"
-        : \"2010-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\" : 0.08679848212502496,\n
-        \ \"grossProfitGrowth\" : 0.09254980328483108,\n  \"ebitgrowth\" : 0.11699275002482869,\n
-        \ \"operatingIncomeGrowth\" : 0.11699275002482869,\n  \"netIncomeGrowth\"
-        : 0.1445916114790287,\n  \"epsgrowth\" : 0.20923076923076928,\n  \"epsdilutedGrowth\"
-        : 0.20987654320987645,\n  \"weightedAverageSharesGrowth\" : -0.05352547606793618,\n
-        \ \"weightedAverageSharesDilutedGrowth\" : -0.055384615384615386,\n  \"dividendsperShareGrowth\"
-        : 0.07999343500282076,\n  \"operatingCashFlowGrowth\" : 0.19698122780314561,\n
-        \ \"freeCashFlowGrowth\" : 0.21690612358766914,\n  \"tenYRevenueGrowthPerShare\"
-        : -0.1013730723851038,\n  \"fiveYRevenueGrowthPerShare\" : -0.310915019689779,\n
-        \ \"threeYRevenueGrowthPerShare\" : 0.3634656236361232,\n  \"tenYOperatingCFGrowthPerShare\"
-        : 1.2477043467843945,\n  \"fiveYOperatingCFGrowthPerShare\" : 1.0985142569750743,\n
-        \ \"threeYOperatingCFGrowthPerShare\" : 0.9290530387167133,\n  \"tenYNetIncomeGrowthPerShare\"
-        : 1.0138442754983739,\n  \"fiveYNetIncomeGrowthPerShare\" : 0.4814936272563227,\n
-        \ \"threeYNetIncomeGrowthPerShare\" : 0.3762330788082169,\n  \"tenYShareholdersEquityGrowthPerShare\"
-        : -0.6314628727832121,\n  \"fiveYShareholdersEquityGrowthPerShare\" : -0.6098434138454082,\n
-        \ \"threeYShareholdersEquityGrowthPerShare\" : -0.7399197858630748,\n  \"tenYDividendperShareGrowthPerShare\"
-        : 0.0,\n  \"fiveYDividendperShareGrowthPerShare\" : -0.3396077874070286,\n
-        \ \"threeYDividendperShareGrowthPerShare\" : -0.22970438931550818,\n  \"receivablesGrowth\"
-        : -0.028728211749515817,\n  \"inventoryGrowth\" : -0.09666558053654828,\n
-        \ \"assetGrowth\" : 0.014413058578374624,\n  \"bookValueperShareGrowth\" :
-        -0.3519466454788954,\n  \"debtGrowth\" : 0.07044628956927868,\n  \"rdexpenseGrowth\"
+        : 0.09437262966210588,\n  \"fiveYRevenueGrowthPerShare\" : -0.2124930364190464,\n
+        \ \"threeYRevenueGrowthPerShare\" : 0.4495513691289788,\n  \"tenYOperatingCFGrowthPerShare\"
+        : 1.6721219585813276,\n  \"fiveYOperatingCFGrowthPerShare\" : 1.0634989197099334,\n
+        \ \"threeYOperatingCFGrowthPerShare\" : 0.5899113863940644,\n  \"tenYNetIncomeGrowthPerShare\"
+        : 1.5395497628240233,\n  \"fiveYNetIncomeGrowthPerShare\" : 0.7083403146215084,\n
+        \ \"threeYNetIncomeGrowthPerShare\" : 0.49402278946292677,\n  \"tenYShareholdersEquityGrowthPerShare\"
+        : -0.9743511004581948,\n  \"fiveYShareholdersEquityGrowthPerShare\" : -0.9803832956027675,\n
+        \ \"threeYShareholdersEquityGrowthPerShare\" : -0.9634146727592053,\n  \"tenYDividendperShareGrowthPerShare\"
+        : 0.0,\n  \"fiveYDividendperShareGrowthPerShare\" : 1.1049053526277806,\n
+        \ \"threeYDividendperShareGrowthPerShare\" : 0.1295583073181165,\n  \"receivablesGrowth\"
+        : 0.06380857427716849,\n  \"inventoryGrowth\" : -0.023686425393771793,\n  \"assetGrowth\"
+        : 0.012496433666191156,\n  \"bookValueperShareGrowth\" : -0.930403485435763,\n
+        \ \"debtGrowth\" : 0.1238031753726821,\n  \"rdexpenseGrowth\" : 0.0,\n  \"sgaexpensesGrowth\"
+        : 0.0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2010-12-31\",\n  \"period\"
+        : \"FY\",\n  \"revenueGrowth\" : 0.08679848212502496,\n  \"grossProfitGrowth\"
+        : 0.09254980328483108,\n  \"ebitgrowth\" : 0.11553784860557768,\n  \"operatingIncomeGrowth\"
+        : 0.11553784860557768,\n  \"netIncomeGrowth\" : 0.1445916114790287,\n  \"epsgrowth\"
+        : 0.20923076923076928,\n  \"epsdilutedGrowth\" : 0.20987654320987645,\n  \"weightedAverageSharesGrowth\"
+        : -0.05352547606793618,\n  \"weightedAverageSharesDilutedGrowth\" : -0.055384615384615386,\n
+        \ \"dividendsperShareGrowth\" : 0.07999343500282076,\n  \"operatingCashFlowGrowth\"
+        : 0.19698122780314561,\n  \"freeCashFlowGrowth\" : 0.21690612358766914,\n
+        \ \"tenYRevenueGrowthPerShare\" : -0.1013730723851038,\n  \"fiveYRevenueGrowthPerShare\"
+        : -0.310915019689779,\n  \"threeYRevenueGrowthPerShare\" : 0.3634656236361232,\n
+        \ \"tenYOperatingCFGrowthPerShare\" : 1.2477043467843945,\n  \"fiveYOperatingCFGrowthPerShare\"
+        : 1.0985142569750743,\n  \"threeYOperatingCFGrowthPerShare\" : 0.9290530387167133,\n
+        \ \"tenYNetIncomeGrowthPerShare\" : 1.0138442754983739,\n  \"fiveYNetIncomeGrowthPerShare\"
+        : 0.4814936272563227,\n  \"threeYNetIncomeGrowthPerShare\" : 0.3762330788082169,\n
+        \ \"tenYShareholdersEquityGrowthPerShare\" : -0.6314628727832121,\n  \"fiveYShareholdersEquityGrowthPerShare\"
+        : -0.6098434138454082,\n  \"threeYShareholdersEquityGrowthPerShare\" : -0.7399197858630748,\n
+        \ \"tenYDividendperShareGrowthPerShare\" : 0.0,\n  \"fiveYDividendperShareGrowthPerShare\"
+        : -0.3396077874070286,\n  \"threeYDividendperShareGrowthPerShare\" : -0.22970438931550818,\n
+        \ \"receivablesGrowth\" : -0.028728211749515817,\n  \"inventoryGrowth\" :
+        -0.09666558053654828,\n  \"assetGrowth\" : 0.014413058578374624,\n  \"bookValueperShareGrowth\"
+        : -0.3519466454788954,\n  \"debtGrowth\" : 0.07044628956927868,\n  \"rdexpenseGrowth\"
         : 0.0,\n  \"sgaexpensesGrowth\" : 0.0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\"
         : \"2009-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\" : -0.026064967905076834,\n
-        \ \"grossProfitGrowth\" : -0.022226292971850765,\n  \"ebitgrowth\" : -0.02545489740611692,\n
-        \ \"operatingIncomeGrowth\" : -0.02545489740611692,\n  \"netIncomeGrowth\"
+        \ \"grossProfitGrowth\" : -0.022226292971850765,\n  \"ebitgrowth\" : -0.02029664324746292,\n
+        \ \"operatingIncomeGrowth\" : -0.02029664324746292,\n  \"netIncomeGrowth\"
         : -0.0795355587808418,\n  \"epsgrowth\" : -0.024024024024024045,\n  \"epsdilutedGrowth\"
         : -0.024096385542168565,\n  \"weightedAverageSharesGrowth\" : -0.06044487427466151,\n
         \ \"weightedAverageSharesDilutedGrowth\" : -0.061597690086621755,\n  \"dividendsperShareGrowth\"
@@ -290,9 +294,9 @@ interactions:
         : -0.18883595814033285,\n  \"debtGrowth\" : 0.2888554468689909,\n  \"rdexpenseGrowth\"
         : 0.0,\n  \"sgaexpensesGrowth\" : 0.0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\"
         : \"2008-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\" : 0.12751118519168347,\n
-        \ \"grossProfitGrowth\" : 0.1633044466543543,\n  \"ebitgrowth\" : 0.1443127699634511,\n
-        \ \"operatingIncomeGrowth\" : 0.1443127699634511,\n  \"netIncomeGrowth\" :
-        0.1433786923332227,\n  \"epsgrowth\" : 0.1602787456445993,\n  \"epsdilutedGrowth\"
+        \ \"grossProfitGrowth\" : 0.1633044466543543,\n  \"ebitgrowth\" : 0.15496449904203763,\n
+        \ \"operatingIncomeGrowth\" : 0.15496449904203763,\n  \"netIncomeGrowth\"
+        : 0.1433786923332227,\n  \"epsgrowth\" : 0.1602787456445993,\n  \"epsdilutedGrowth\"
         : 0.1649122807017543,\n  \"weightedAverageSharesGrowth\" : -0.015706806282722512,\n
         \ \"weightedAverageSharesDilutedGrowth\" : -0.017958412098298678,\n  \"dividendsperShareGrowth\"
         : -0.21340733653347171,\n  \"operatingCashFlowGrowth\" : 0.41975308641975306,\n
@@ -311,8 +315,8 @@ interactions:
         : 0.0,\n  \"debtGrowth\" : 0.8964642460757888,\n  \"rdexpenseGrowth\" : 0.0,\n
         \ \"sgaexpensesGrowth\" : 0.0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" :
         \"2007-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\" : -0.5276004973062578,\n
-        \ \"grossProfitGrowth\" : 0.11367771537061941,\n  \"ebitgrowth\" : 0.07899139579349905,\n
-        \ \"operatingIncomeGrowth\" : 0.07899139579349905,\n  \"netIncomeGrowth\"
+        \ \"grossProfitGrowth\" : 0.11367771537061941,\n  \"ebitgrowth\" : 0.06034894837476099,\n
+        \ \"operatingIncomeGrowth\" : 0.06034894837476099,\n  \"netIncomeGrowth\"
         : -0.019524894240156198,\n  \"epsgrowth\" : -0.015013324776190065,\n  \"epsdilutedGrowth\"
         : -0.021877343418864704,\n  \"weightedAverageSharesGrowth\" : -0.003941109199982837,\n
         \ \"weightedAverageSharesDilutedGrowth\" : 0.003170210820007767,\n  \"dividendsperShareGrowth\"
@@ -402,7 +406,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sun, 06 Mar 2022 14:44:37 GMT
+      - Mon, 18 Jul 2022 09:04:30 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_income-kwargs_dict4].yaml

@@ -11,22 +11,23 @@ interactions:
   response:
     body:
       string: "[ {\n  \"date\" : \"2021-12-31\",\n  \"symbol\" : \"PM\",\n  \"reportedCurrency\"
-        : \"USD\",\n  \"cik\" : null,\n  \"fillingDate\" : \"2022-02-11\",\n  \"acceptedDate\"
-        : \"2022-02-11 08:29:22\",\n  \"calendarYear\" : \"2021\",\n  \"period\" :
-        \"FY\",\n  \"revenue\" : 31405000000,\n  \"costOfRevenue\" : 10030000000,\n
-        \ \"grossProfit\" : 21375000000,\n  \"grossProfitRatio\" : 0.6806241044419679,\n
-        \ \"researchAndDevelopmentExpenses\" : 0.0,\n  \"generalAndAdministrativeExpenses\"
+        : \"USD\",\n  \"cik\" : \"0001413329\",\n  \"fillingDate\" : \"2022-02-11\",\n
+        \ \"acceptedDate\" : \"2022-02-11 08:29:22\",\n  \"calendarYear\" : \"2021\",\n
+        \ \"period\" : \"FY\",\n  \"revenue\" : 31405000000,\n  \"costOfRevenue\"
+        : 10030000000,\n  \"grossProfit\" : 21375000000,\n  \"grossProfitRatio\" :
+        0.6806241044419679,\n  \"researchAndDevelopmentExpenses\" : 0.0,\n  \"generalAndAdministrativeExpenses\"
         : 115000000,\n  \"sellingAndMarketingExpenses\" : 8304000000,\n  \"sellingGeneralAndAdministrativeExpenses\"
         : 8419000000,\n  \"otherExpenses\" : 96000000,\n  \"operatingExpenses\" :
         8515000000,\n  \"costAndExpenses\" : 18545000000,\n  \"interestIncome\" :
         109000000,\n  \"interestExpense\" : 737000000,\n  \"depreciationAndAmortization\"
         : 998000000,\n  \"ebitda\" : 13515000000,\n  \"ebitdaratio\" : 0.4303454863875179,\n
-        \ \"operatingIncome\" : 12975000000,\n  \"operatingIncomeRatio\" : 0.40948893488298044,\n
-        \ \"totalOtherIncomeExpensesNet\" : -628000000,\n  \"incomeBeforeTax\" : 12232000000,\n
+        \ \"operatingIncome\" : 12975000000,\n  \"operatingIncomeRatio\" : 0.4131507721700366,\n
+        \ \"totalOtherIncomeExpensesNet\" : -743000000,\n  \"incomeBeforeTax\" : 12232000000,\n
         \ \"incomeBeforeTaxRatio\" : 0.38949211908931697,\n  \"incomeTaxExpense\"
         : 2671000000,\n  \"netIncome\" : 9109000000,\n  \"netIncomeRatio\" : 0.29004935519821684,\n
-        \ \"eps\" : 0.0,\n  \"epsdiluted\" : 0.0,\n  \"weightedAverageShsOut\" : 0.0,\n
-        \ \"weightedAverageShsOutDil\" : 0.0,\n  \"link\" : \"https://www.sec.gov/Archives/edgar/data/1413329/000141332922000011/0001413329-22-000011-index.htm\",\n
+        \ \"eps\" : 5.850353243416827,\n  \"epsdiluted\" : 5.850353243416827,\n  \"weightedAverageShsOut\"
+        : 1557000000,\n  \"weightedAverageShsOutDil\" : 1557000000,\n  \"link\" :
+        \"https://www.sec.gov/Archives/edgar/data/1413329/000141332922000011/0001413329-22-000011-index.htm\",\n
         \ \"finalLink\" : \"https://www.sec.gov/Archives/edgar/data/1413329/000141332922000011/pm-20211231.htm\"\n},
         {\n  \"date\" : \"2020-12-31\",\n  \"symbol\" : \"PM\",\n  \"reportedCurrency\"
         : \"USD\",\n  \"cik\" : \"0001413329\",\n  \"fillingDate\" : \"2021-02-09\",\n
@@ -39,8 +40,8 @@ interactions:
         7554000000,\n  \"costAndExpenses\" : 17123000000,\n  \"interestIncome\" :
         110000000,\n  \"interestExpense\" : 728000000,\n  \"depreciationAndAmortization\"
         : 981000000,\n  \"ebitda\" : 12142000000,\n  \"ebitdaratio\" : 0.42315466648079736,\n
-        \ \"operatingIncome\" : 11571000000,\n  \"operatingIncomeRatio\" : 0.40325503589600614,\n
-        \ \"totalOtherIncomeExpensesNet\" : -618000000,\n  \"incomeBeforeTax\" : 10953000000,\n
+        \ \"operatingIncome\" : 11668000000,\n  \"operatingIncomeRatio\" : 0.4066355335610232,\n
+        \ \"totalOtherIncomeExpensesNet\" : -715000000,\n  \"incomeBeforeTax\" : 10953000000,\n
         \ \"incomeBeforeTaxRatio\" : 0.38171743221579424,\n  \"incomeTaxExpense\"
         : 2377000000,\n  \"netIncome\" : 8056000000,\n  \"netIncomeRatio\" : 0.28075555865337704,\n
         \ \"eps\" : 5.16,\n  \"epsdiluted\" : 5.16,\n  \"weightedAverageShsOut\" :
@@ -57,13 +58,12 @@ interactions:
         8850000000,\n  \"costAndExpenses\" : 19363000000,\n  \"interestIncome\" :
         226000000,\n  \"interestExpense\" : 796000000,\n  \"depreciationAndAmortization\"
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-        \ \"operatingIncome\" : 10442000000,\n  \"operatingIncomeRatio\" : 0.35034390202986077,\n
-        \ \"totalOtherIncomeExpensesNet\" : -570000000,\n  \"incomeBeforeTax\" : 9872000000,\n
+        \ \"operatingIncome\" : 10531000000,\n  \"operatingIncomeRatio\" : 0.3533299781915786,\n
+        \ \"totalOtherIncomeExpensesNet\" : -659000000,\n  \"incomeBeforeTax\" : 9872000000,\n
         \ \"incomeBeforeTaxRatio\" : 0.3312195940278477,\n  \"incomeTaxExpense\" :
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-        \ \"eps\" : 4.620578778135048,\n  \"epsdiluted\" : 4.617609254498714,\n  \"weightedAverageShsOut\"
-        : 1555000000,\n  \"weightedAverageShsOutDil\" : 1556000000,\n  \"link\" :
-        \"https://www.sec.gov/Archives/edgar/data/1413329/000141332920000007/0001413329-20-000007-index.htm\",\n
+        \ \"eps\" : 4.61,\n  \"epsdiluted\" : 4.61,\n  \"weightedAverageShsOut\" :
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         \ \"finalLink\" : \"https://www.sec.gov/Archives/edgar/data/1413329/000141332920000007/pm123119form10kwrapinc.htm\"\n},
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         : \"USD\",\n  \"cik\" : \"0001413329\",\n  \"fillingDate\" : \"2019-02-07\",\n
@@ -76,8 +76,8 @@ interactions:
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-        \ \"totalOtherIncomeExpensesNet\" : -665000000,\n  \"incomeBeforeTax\" : 10671000000,\n
+        \ \"operatingIncome\" : 11377000000,\n  \"operatingIncomeRatio\" : 0.3840337552742616,\n
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@@ -98,9 +98,8 @@ interactions:
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         \ \"incomeBeforeTaxRatio\" : 0.36833866703770696,\n  \"incomeTaxExpense\"
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+        \ \"eps\" : 3.88,\n  \"epsdiluted\" : 3.88,\n  \"weightedAverageShsOut\" :
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         \ \"finalLink\" : \"https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm\"\n},
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@@ -131,8 +130,8 @@ interactions:
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-        \ \"operatingIncome\" : 10691000000,\n  \"operatingIncomeRatio\" : 0.3990072404269613,\n
-        \ \"totalOtherIncomeExpensesNet\" : -1076000000,\n  \"incomeBeforeTax\" :
+        \ \"operatingIncome\" : 10623000000,\n  \"operatingIncomeRatio\" : 0.3964693588116743,\n
+        \ \"totalOtherIncomeExpensesNet\" : -1008000000,\n  \"incomeBeforeTax\" :
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         \ \"eps\" : 4.42,\n  \"epsdiluted\" : 4.42,\n  \"weightedAverageShsOut\" :
@@ -149,8 +148,8 @@ interactions:
         7094000000,\n  \"costAndExpenses\" : 17530000000,\n  \"interestIncome\" :
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-        \ \"operatingIncome\" : 12237000000,\n  \"operatingIncomeRatio\" : 0.41109282090906035,\n
-        \ \"totalOtherIncomeExpensesNet\" : -1587000000,\n  \"incomeBeforeTax\" :
+        \ \"operatingIncome\" : 11702000000,\n  \"operatingIncomeRatio\" : 0.39311989787348406,\n
+        \ \"totalOtherIncomeExpensesNet\" : -1052000000,\n  \"incomeBeforeTax\" :
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@@ -167,10 +166,10 @@ interactions:
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-        \ \"operatingIncome\" : 13824000000,\n  \"operatingIncomeRatio\" : 0.44283563442995805,\n
-        \ \"totalOtherIncomeExpensesNet\" : -1282000000,\n  \"incomeBeforeTax\" :
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-        : 3670000000,\n  \"netIncome\" : 8576000000,\n  \"netIncomeRatio\" : 0.274722106544511,\n
+        \ \"operatingIncome\" : 13515000000,\n  \"operatingIncomeRatio\" : 0.432937181663837,\n
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+        \ \"incomeBeforeTaxRatio\" : 0.4017682672902585,\n  \"incomeTaxExpense\" :
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@@ -185,8 +184,8 @@ interactions:
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-        \ \"operatingIncome\" : 13929000000,\n  \"operatingIncomeRatio\" : 0.4439238932976384,\n
-        \ \"totalOtherIncomeExpensesNet\" : -942000000,\n  \"incomeBeforeTax\" : 12987000000,\n
+        \ \"operatingIncome\" : 13846000000,\n  \"operatingIncomeRatio\" : 0.44127864359244034,\n
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@@ -203,12 +202,12 @@ interactions:
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-        \ \"operatingIncome\" : 13441000000,\n  \"operatingIncomeRatio\" : 0.43222818921439365,\n
-        \ \"totalOtherIncomeExpensesNet\" : -909000000,\n  \"incomeBeforeTax\" : 12532000000,\n
+        \ \"operatingIncome\" : 13332000000,\n  \"operatingIncomeRatio\" : 0.4287230279448178,\n
+        \ \"totalOtherIncomeExpensesNet\" : -800000000,\n  \"incomeBeforeTax\" : 12532000000,\n
         \ \"incomeBeforeTaxRatio\" : 0.40299707367270154,\n  \"incomeTaxExpense\"
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-        \ \"eps\" : 4.8784781374219195,\n  \"epsdiluted\" : 4.875709421112372,\n  \"weightedAverageShsOut\"
-        : 1761000000,\n  \"weightedAverageShsOutDil\" : 1762000000,\n  \"link\" :
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+        : 1725908666,\n  \"weightedAverageShsOutDil\" : 1725908666,\n  \"link\" :
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         \ \"finalLink\" : \"https://www.sec.gov/Archives/edgar/data/1413329/000119312512076983/d258717d10k.htm\"\n},
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@@ -222,8 +221,8 @@ interactions:
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-        \ \"operatingIncome\" : 11247000000,\n  \"operatingIncomeRatio\" : 0.41337106733313733,\n
-        \ \"totalOtherIncomeExpensesNet\" : -923000000,\n  \"incomeBeforeTax\" : 10324000000,\n
+        \ \"operatingIncome\" : 11200000000,\n  \"operatingIncomeRatio\" : 0.4116436342252279,\n
+        \ \"totalOtherIncomeExpensesNet\" : -876000000,\n  \"incomeBeforeTax\" : 10324000000,\n
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@@ -240,8 +239,8 @@ interactions:
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-        \ \"operatingIncome\" : 10069000000,\n  \"operatingIncomeRatio\" : 0.40219692430597165,\n
-        \ \"totalOtherIncomeExpensesNet\" : -826000000,\n  \"incomeBeforeTax\" : 9243000000,\n
+        \ \"operatingIncome\" : 10040000000,\n  \"operatingIncomeRatio\" : 0.4010385460355502,\n
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@@ -258,8 +257,8 @@ interactions:
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-        \ \"operatingIncome\" : 10332000000,\n  \"operatingIncomeRatio\" : 0.40194514685858784,\n
-        \ \"totalOtherIncomeExpensesNet\" : -395000000,\n  \"incomeBeforeTax\" : 9937000000,\n
+        \ \"operatingIncome\" : 10248000000,\n  \"operatingIncomeRatio\" : 0.39867730013616026,\n
+        \ \"totalOtherIncomeExpensesNet\" : -311000000,\n  \"incomeBeforeTax\" : 9937000000,\n
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@@ -276,8 +275,8 @@ interactions:
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         \ \"ebitda\" : 9338000000,\n  \"ebitdaratio\" : 0.40959733309939467,\n  \"operatingIncome\"
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-        : -166000000,\n  \"incomeBeforeTax\" : 8863000000,\n  \"incomeBeforeTaxRatio\"
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+        : -10000000,\n  \"incomeBeforeTax\" : 8863000000,\n  \"incomeBeforeTaxRatio\"
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         \ \"epsdiluted\" : 2.85,\n  \"weightedAverageShsOut\" : 2101000000,\n  \"weightedAverageShsOutDil\"
@@ -347,13 +346,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sun, 06 Mar 2022 14:44:34 GMT
+      - Mon, 18 Jul 2022 09:04:28 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:
       - chunked
       Vary:
       - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
     status:
       code: 200
       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_key_metrics-kwargs_dict7].yaml

@@ -11,41 +11,44 @@ interactions:
   response:
     body:
       string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2021-12-31\",\n  \"period\"
-        : \"FY\",\n  \"revenuePerShare\" : null,\n  \"netIncomePerShare\" : null,\n
-        \ \"operatingCashFlowPerShare\" : null,\n  \"freeCashFlowPerShare\" : null,\n
-        \ \"cashPerShare\" : null,\n  \"bookValuePerShare\" : null,\n  \"tangibleBookValuePerShare\"
-        : null,\n  \"shareholdersEquityPerShare\" : null,\n  \"interestDebtPerShare\"
-        : null,\n  \"marketCap\" : null,\n  \"enterpriseValue\" : 23310000000,\n  \"peRatio\"
-        : null,\n  \"priceToSalesRatio\" : null,\n  \"pocfratio\" : null,\n  \"pfcfRatio\"
-        : 0.0,\n  \"pbRatio\" : null,\n  \"ptbRatio\" : null,\n  \"evToSales\" : 0.7422384970546091,\n
-        \ \"enterpriseValueOverEBITDA\" : 1.6689339156583376,\n  \"evToOperatingCashFlow\"
-        : 1.9478566056655804,\n  \"evToFreeCashFlow\" : 2.0777252874587755,\n  \"earningsYield\"
-        : null,\n  \"freeCashFlowYield\" : null,\n  \"debtToEquity\" : -2.4523055610528397,\n
-        \ \"debtToAssets\" : 1.198789053039477,\n  \"netDebtToEBITDA\" : 1.6689339156583376,\n
-        \ \"currentRatio\" : 0.9201246429498832,\n  \"interestCoverage\" : 17.44911804613297,\n
-        \ \"incomeQuality\" : 1.3137556263036558,\n  \"dividendYield\" : null,\n  \"payoutRatio\"
-        : 0.8321440333735866,\n  \"salesGeneralAndAdministrativeToRevenue\" : 0.003661837287056201,\n
-        \ \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
-        : 0.23003148462097361,\n  \"capexToOperatingCashFlow\" : -0.06250522269574664,\n
-        \ \"capexToRevenue\" : -0.023817863397548163,\n  \"capexToDepreciation\" :
-        -0.749498997995992,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : null,\n  \"roic\" : 0.5836169729975039,\n  \"returnOnTangibleAssets\" :
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-        \ \"tangibleAssetValue\" : -17706000000,\n  \"netCurrentAssetValue\" : -31781000000,\n
-        \ \"investedCapital\" : -2.7514347912131405,\n  \"averageReceivables\" : 3850500000,\n
-        \ \"averagePayables\" : 3055500000,\n  \"averageInventory\" : 9155500000,\n
-        \ \"daysSalesOutstanding\" : 45.79207132622194,\n  \"daysPayablesOutstanding\"
+        : \"FY\",\n  \"revenuePerShare\" : 20.17019910083494,\n  \"netIncomePerShare\"
+        : 5.850353243416827,\n  \"operatingCashFlowPerShare\" : 7.6859344894026975,\n
+        \ \"freeCashFlowPerShare\" : 7.205523442517662,\n  \"cashPerShare\" : 2.8876043673731533,\n
+        \ \"bookValuePerShare\" : -6.490687219010918,\n  \"tangibleBookValuePerShare\"
+        : -11.371868978805395,\n  \"shareholdersEquityPerShare\" : -6.490687219010918,\n
+        \ \"interestDebtPerShare\" : 18.332048811817597,\n  \"marketCap\" : 161180635329,\n
+        \ \"enterpriseValue\" : 184490635329,\n  \"peRatio\" : 17.69465751772972,\n
+        \ \"priceToSalesRatio\" : 5.132324003470785,\n  \"pocfratio\" : 13.46875869716721,\n
+        \ \"pfcfRatio\" : 14.36675597905339,\n  \"pbRatio\" : -15.949004089550764,\n
+        \ \"ptbRatio\" : -15.949004089550764,\n  \"evToSales\" : 5.874562500525394,\n
+        \ \"enterpriseValueOverEBITDA\" : 13.650805425749168,\n  \"evToOperatingCashFlow\"
+        : 15.41661530283279,\n  \"evToFreeCashFlow\" : 16.444481266512167,\n  \"earningsYield\"
+        : 0.05651423312364303,\n  \"freeCashFlowYield\" : 0.0696051357354431,\n  \"debtToEquity\"
+        : -2.4523055610528397,\n  \"debtToAssets\" : 1.198789053039477,\n  \"netDebtToEBITDA\"
+        : 1.7247502774694783,\n  \"currentRatio\" : 0.9201246429498832,\n  \"interestCoverage\"
+        : 17.605156037991858,\n  \"incomeQuality\" : 1.3137556263036558,\n  \"dividendYield\"
+        : 0.04702798189452345,\n  \"payoutRatio\" : 0.8321440333735866,\n  \"salesGeneralAndAdministrativeToRevenue\"
+        : 0.003661837287056201,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n
+        \ \"intangiblesToTotalAssets\" : 0.23003148462097361,\n  \"capexToOperatingCashFlow\"
+        : -0.06250522269574664,\n  \"capexToRevenue\" : -0.023817863397548163,\n  \"capexToDepreciation\"
+        : -0.749498997995992,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
+        : 29.229921194458516,\n  \"roic\" : 0.5888359428182437,\n  \"returnOnTangibleAssets\"
+        : 0.2865186210367388,\n  \"grahamNetNet\" : -24.204881181759795,\n  \"workingCapital\"
+        : -1538000000,\n  \"tangibleAssetValue\" : -17706000000,\n  \"netCurrentAssetValue\"
+        : -31781000000,\n  \"investedCapital\" : -2.7514347912131405,\n  \"averageReceivables\"
+        : 3850500000,\n  \"averagePayables\" : 3055500000,\n  \"averageInventory\"
+        : 9155500000,\n  \"daysSalesOutstanding\" : 45.79207132622194,\n  \"daysPayablesOutstanding\"
         : 121.21784646061815,\n  \"daysOfInventoryOnHand\" : 317.3280159521436,\n
         \ \"receivablesTurnover\" : 7.970812182741117,\n  \"payablesTurnover\" : 3.01110777544281,\n
         \ \"inventoryTurnover\" : 1.150229357798165,\n  \"roe\" : -0.9013457352068078,\n
-        \ \"capexPerShare\" : null\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2020-12-31\",\n
-        \ \"period\" : \"FY\",\n  \"revenuePerShare\" : 18.42903018625562,\n  \"netIncomePerShare\"
-        : 5.1740526653821455,\n  \"operatingCashFlowPerShare\" : 6.3018625561978165,\n
-        \ \"freeCashFlowPerShare\" : 5.9152215799614645,\n  \"cashPerShare\" : 4.675658317276814,\n
-        \ \"bookValuePerShare\" : -8.071290944123314,\n  \"tangibleBookValuePerShare\"
-        : -11.955041746949261,\n  \"shareholdersEquityPerShare\" : -8.071290944123314,\n
-        \ \"interestDebtPerShare\" : 20.72190109184329,\n  \"marketCap\" : 124015053114,\n
-        \ \"enterpriseValue\" : 148271053114,\n  \"peRatio\" : 15.39412277979146,\n
+        \ \"capexPerShare\" : -0.48041104688503533\n}, {\n  \"symbol\" : \"PM\",\n
+        \ \"date\" : \"2020-12-31\",\n  \"period\" : \"FY\",\n  \"revenuePerShare\"
+        : 18.42903018625562,\n  \"netIncomePerShare\" : 5.1740526653821455,\n  \"operatingCashFlowPerShare\"
+        : 6.3018625561978165,\n  \"freeCashFlowPerShare\" : 5.9152215799614645,\n
+        \ \"cashPerShare\" : 4.675658317276814,\n  \"bookValuePerShare\" : -8.071290944123314,\n
+        \ \"tangibleBookValuePerShare\" : -11.955041746949261,\n  \"shareholdersEquityPerShare\"
+        : -8.071290944123314,\n  \"interestDebtPerShare\" : 20.72190109184329,\n  \"marketCap\"
+        : 124015053114,\n  \"enterpriseValue\" : 148271053114,\n  \"peRatio\" : 15.39412277979146,\n
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         \ \"pfcfRatio\" : 13.465260924429968,\n  \"pbRatio\" : -9.868310106946765,\n
         \ \"ptbRatio\" : -9.868310106946765,\n  \"evToSales\" : 5.167319060221649,\n
@@ -54,13 +57,13 @@ interactions:
         : 0.06495985606355849,\n  \"freeCashFlowYield\" : 0.0742651780468438,\n  \"debtToEquity\"
         : -2.2414259568711707,\n  \"debtToAssets\" : 1.2372196809104095,\n  \"netDebtToEBITDA\"
         : 1.9976939548674024,\n  \"currentRatio\" : 1.0956920723935764,\n  \"interestCoverage\"
-        : 15.89423076923077,\n  \"incomeQuality\" : 1.217974180734856,\n  \"dividendYield\"
+        : 16.02747252747253,\n  \"incomeQuality\" : 1.217974180734856,\n  \"dividendYield\"
         : 0.05937988828848618,\n  \"payoutRatio\" : 0.9141012909632572,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.0033804976650170767,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n
         \ \"intangiblesToTotalAssets\" : 0.17813232176726543,\n  \"capexToOperatingCashFlow\"
         : -0.06135344476151651,\n  \"capexToRevenue\" : -0.020979995817941032,\n  \"capexToDepreciation\"
         : -0.6136595310907238,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 30.653366854337715,\n  \"roic\" : 0.45916666666666667,\n  \"returnOnTangibleAssets\"
+        : 30.653366854337715,\n  \"roic\" : 0.463015873015873,\n  \"returnOnTangibleAssets\"
         : 0.2187228496959166,\n  \"grahamNetNet\" : -26.043513166345537,\n  \"workingCapital\"
         : 1877000000,\n  \"tangibleAssetValue\" : -18614000000,\n  \"netCurrentAssetValue\"
         : -33954000000,\n  \"investedCapital\" : -2.5094294581045595,\n  \"averageReceivables\"
@@ -85,14 +88,14 @@ interactions:
         \ \"evToFreeCashFlow\" : 16.81285485061702,\n  \"earningsYield\" : 0.054791636055398746,\n
         \ \"freeCashFlowYield\" : 0.07044747861931436,\n  \"debtToEquity\" : -2.302496328928047,\n
         \ \"debtToAssets\" : 1.2238833819241983,\n  \"netDebtToEBITDA\" : 2.1519843388503292,\n
-        \ \"currentRatio\" : 1.0892582169595921,\n  \"interestCoverage\" : 13.118090452261306,\n
+        \ \"currentRatio\" : 1.0892582169595921,\n  \"interestCoverage\" : 13.229899497487438,\n
         \ \"incomeQuality\" : 1.4043145441892833,\n  \"dividendYield\" : 0.05460861597671683,\n
         \ \"payoutRatio\" : 0.9966597077244259,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.29471565173628583,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.1859125364431487,\n  \"capexToOperatingCashFlow\" : -0.0844400396432111,\n
         \ \"capexToRevenue\" : -0.028585807750377452,\n  \"capexToDepreciation\" :
         -0.8838174273858921,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 27.82097004066496,\n  \"roic\" : 0.43432326761500706,\n  \"returnOnTangibleAssets\"
+        : 27.82097004066496,\n  \"roic\" : 0.4380251227019383,\n  \"returnOnTangibleAssets\"
         : 0.20585033234013295,\n  \"grahamNetNet\" : -24.57090032154341,\n  \"workingCapital\"
         : 1681000000,\n  \"tangibleAssetValue\" : -17570000000,\n  \"netCurrentAssetValue\"
         : -31960000000,\n  \"investedCapital\" : -2.6816100889695087,\n  \"averageReceivables\"
@@ -117,13 +120,13 @@ interactions:
         : 0.06830638563580557,\n  \"freeCashFlowYield\" : 0.06943748619430519,\n  \"debtToEquity\"
         : -2.165101533028333,\n  \"debtToAssets\" : 1.2698173412728324,\n  \"netDebtToEBITDA\"
         : 2.0627868852459015,\n  \"currentRatio\" : 1.130940608457914,\n  \"interestCoverage\"
-        : 13.258479532163742,\n  \"incomeQuality\" : 1.1980786246997852,\n  \"dividendYield\"
+        : 13.306432748538011,\n  \"incomeQuality\" : 1.1980786246997852,\n  \"dividendYield\"
         : 0.05944753698679324,\n  \"payoutRatio\" : 0.8703071672354948,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.25144303797468354,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.23785834526770683,\n  \"capexToOperatingCashFlow\" : -0.15150875712175566,\n
         \ \"capexToRevenue\" : -0.04847257383966245,\n  \"capexToDepreciation\" :
         -1.4519716885743175,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 30.284342617274454,\n  \"roic\" : 0.5013710747456878,\n  \"returnOnTangibleAssets\"
+        : 30.284342617274454,\n  \"roic\" : 0.5031844316674038,\n  \"returnOnTangibleAssets\"
         : 0.260796466011736,\n  \"grahamNetNet\" : -23.711897106109326,\n  \"workingCapital\"
         : 2251000000,\n  \"tangibleAssetValue\" : -20206000000,\n  \"netCurrentAssetValue\"
         : -31098000000,\n  \"investedCapital\" : -2.5490809856328758,\n  \"averageReceivables\"
@@ -210,13 +213,13 @@ interactions:
         : 0.04929514572467086,\n  \"freeCashFlowYield\" : 0.04952465898862975,\n  \"debtToEquity\"
         : -1.9065237088492903,\n  \"debtToAssets\" : 1.3379667805395217,\n  \"netDebtToEBITDA\"
         : 2.1894819603389535,\n  \"currentRatio\" : 1.0271675549200572,\n  \"interestCoverage\"
-        : 9.44434628975265,\n  \"incomeQuality\" : 1.1443328968427178,\n  \"dividendYield\"
+        : 9.384275618374557,\n  \"incomeQuality\" : 1.1443328968427178,\n  \"dividendYield\"
         : 0.044826809366971164,\n  \"payoutRatio\" : 0.9093554488578496,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.24841382399044562,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.2956178584049947,\n  \"capexToOperatingCashFlow\" : -0.12205975842339478,\n
         \ \"capexToRevenue\" : -0.035828916921698886,\n  \"capexToDepreciation\" :
         -1.273209549071618,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 29.216124012545766,\n  \"roic\" : 0.5757135164243403,\n  \"returnOnTangibleAssets\"
+        : 29.216124012545766,\n  \"roic\" : 0.5720516962843296,\n  \"returnOnTangibleAssets\"
         : 0.28735680240822814,\n  \"grahamNetNet\" : -23.043899289864427,\n  \"workingCapital\"
         : 418000000,\n  \"tangibleAssetValue\" : -21514000000,\n  \"netCurrentAssetValue\"
         : -29628000000,\n  \"investedCapital\" : -2.1504077318030808,\n  \"averageReceivables\"
@@ -241,13 +244,13 @@ interactions:
         : 0.05963113363266451,\n  \"freeCashFlowYield\" : 0.05241300495191892,\n  \"debtToEquity\"
         : -2.1323145142133186,\n  \"debtToAssets\" : 1.3183846306874698,\n  \"netDebtToEBITDA\"
         : 2.195667641710807,\n  \"currentRatio\" : 1.024616199047115,\n  \"interestCoverage\"
-        : 10.45897435897436,\n  \"incomeQuality\" : 1.0328306419324702,\n  \"dividendYield\"
+        : 10.001709401709402,\n  \"incomeQuality\" : 1.0328306419324702,\n  \"dividendYield\"
         : 0.048028011673979756,\n  \"payoutRatio\" : 0.805418390497798,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.23519333490106495,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.3232159604399352,\n  \"capexToOperatingCashFlow\" : -0.14898565706163586,\n
         \ \"capexToRevenue\" : -0.03873416871031679,\n  \"capexToDepreciation\" :
         -1.296962879640045,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 29.46536662849316,\n  \"roic\" : 0.6095641344956414,\n  \"returnOnTangibleAssets\"
+        : 29.46536662849316,\n  \"roic\" : 0.5829140722291407,\n  \"returnOnTangibleAssets\"
         : 0.31464684639287815,\n  \"grahamNetNet\" : -23.8882503192848,\n  \"workingCapital\"
         : 372000000,\n  \"tangibleAssetValue\" : -22576000000,\n  \"netCurrentAssetValue\"
         : -30906000000,\n  \"investedCapital\" : -2.332330350779951,\n  \"averageReceivables\"
@@ -272,13 +275,13 @@ interactions:
         : 0.06685168665435655,\n  \"freeCashFlowYield\" : 0.06965016560828775,\n  \"debtToEquity\"
         : -3.0933556528457378,\n  \"debtToAssets\" : 1.164378536994341,\n  \"netDebtToEBITDA\"
         : 1.7934232715008431,\n  \"currentRatio\" : 0.9874604476737373,\n  \"interestCoverage\"
-        : 12.521739130434783,\n  \"incomeQuality\" : 1.181786380597015,\n  \"dividendYield\"
+        : 12.241847826086957,\n  \"incomeQuality\" : 1.181786380597015,\n  \"dividendYield\"
         : 0.04458857831890386,\n  \"payoutRatio\" : 0.6669776119402985,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.22071307300509338,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.31665269335569063,\n  \"capexToOperatingCashFlow\" : -0.11840157868771584,\n
         \ \"capexToRevenue\" : -0.038440593266489416,\n  \"capexToDepreciation\" :
         -1.3605442176870748,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 23.86610178353917,\n  \"roic\" : 0.6551037816320728,\n  \"returnOnTangibleAssets\"
+        : 23.86610178353917,\n  \"roic\" : 0.6404606198464601,\n  \"returnOnTangibleAssets\"
         : 0.3288091404033433,\n  \"grahamNetNet\" : -21.254778051787916,\n  \"workingCapital\"
         : -214000000,\n  \"tangibleAssetValue\" : -18360000000,\n  \"netCurrentAssetValue\"
         : -27590000000,\n  \"investedCapital\" : -3.563996909605975,\n  \"averageReceivables\"
@@ -302,14 +305,14 @@ interactions:
         \ \"evToFreeCashFlow\" : 20.102785819964136,\n  \"earningsYield\" : 0.059337655536819515,\n
         \ \"freeCashFlowYield\" : 0.05640448733698809,\n  \"debtToEquity\" : -5.074510932105869,\n
         \ \"debtToAssets\" : 1.0837271037961242,\n  \"netDebtToEBITDA\" : 1.3657999724858991,\n
-        \ \"currentRatio\" : 0.9749647390691114,\n  \"interestCoverage\" : 13.832174776564052,\n
+        \ \"currentRatio\" : 0.9749647390691114,\n  \"interestCoverage\" : 13.749751737835155,\n
         \ \"incomeQuality\" : 1.0705681818181818,\n  \"dividendYield\" : 0.03643871483192871,\n
         \ \"payoutRatio\" : 0.6140909090909091,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.2223921981068936,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.35887974515529597,\n  \"capexToOperatingCashFlow\" : -0.11209001167604288,\n
         \ \"capexToRevenue\" : -0.03365522516492973,\n  \"capexToDepreciation\" :
         -1.175946547884187,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 15.505012486373737,\n  \"roic\" : 0.6743972111939576,\n  \"returnOnTangibleAssets\"
+        : 15.505012486373737,\n  \"roic\" : 0.6703786191536748,\n  \"returnOnTangibleAssets\"
         : 0.3643741459980953,\n  \"grahamNetNet\" : -18.12928486997636,\n  \"workingCapital\"
         : -426000000,\n  \"tangibleAssetValue\" : -16673000000,\n  \"netCurrentAssetValue\"
         : -24234000000,\n  \"investedCapital\" : -6.5704833141542,\n  \"averageReceivables\"
@@ -319,29 +322,29 @@ interactions:
         \ \"receivablesTurnover\" : 8.742546670381723,\n  \"payablesTurnover\" : 9.404351767905712,\n
         \ \"inventoryTurnover\" : 1.1591239244608336,\n  \"roe\" : -2.5316455696202533,\n
         \ \"capexPerShare\" : -0.624113475177305\n}, {\n  \"symbol\" : \"PM\",\n  \"date\"
-        : \"2011-12-31\",\n  \"period\" : \"FY\",\n  \"revenuePerShare\" : 17.65871663827371,\n
-        \ \"netIncomePerShare\" : 4.8784781374219195,\n  \"operatingCashFlowPerShare\"
-        : 5.978989210675753,\n  \"freeCashFlowPerShare\" : 5.46961953435548,\n  \"cashPerShare\"
-        : 1.4480408858603067,\n  \"bookValuePerShare\" : 0.13003975014196478,\n  \"tangibleBookValuePerShare\"
-        : -6.735945485519591,\n  \"shareholdersEquityPerShare\" : 0.13003975014196478,\n
-        \ \"interestDebtPerShare\" : 11.061328790459966,\n  \"marketCap\" : 131898903522,\n
-        \ \"enterpriseValue\" : 147893903522,\n  \"peRatio\" : 15.35314905389361,\n
-        \ \"priceToSalesRatio\" : 4.241531450686561,\n  \"pocfratio\" : 12.52720139823345,\n
-        \ \"pfcfRatio\" : 13.69382304007475,\n  \"pbRatio\" : 575.9777446375547,\n
-        \ \"ptbRatio\" : 575.9777446375547,\n  \"evToSales\" : 4.7558897489146865,\n
-        \ \"enterpriseValueOverEBITDA\" : 10.436377356714416,\n  \"evToOperatingCashFlow\"
-        : 14.046339018140374,\n  \"evToFreeCashFlow\" : 15.35443350519103,\n  \"earningsYield\"
-        : 0.06513321771903183,\n  \"freeCashFlowYield\" : 0.07302562601207246,\n  \"debtToEquity\"
+        : \"2011-12-31\",\n  \"period\" : \"FY\",\n  \"revenuePerShare\" : 18.017755291808704,\n
+        \ \"netIncomePerShare\" : 4.977667804351821,\n  \"operatingCashFlowPerShare\"
+        : 6.100554570133898,\n  \"freeCashFlowPerShare\" : 5.580828342627952,\n  \"cashPerShare\"
+        : 1.4774825865553654,\n  \"bookValuePerShare\" : 0.13268373032203085,\n  \"tangibleBookValuePerShare\"
+        : -6.872901349694017,\n  \"shareholdersEquityPerShare\" : 0.13268373032203085,\n
+        \ \"interestDebtPerShare\" : 11.28622874647528,\n  \"marketCap\" : 129270562535.21733,\n
+        \ \"enterpriseValue\" : 145265562535.21735,\n  \"peRatio\" : 15.047207837878865,\n
+        \ \"priceToSalesRatio\" : 4.157010725639687,\n  \"pocfratio\" : 12.277572659817393,\n
+        \ \"pfcfRatio\" : 13.4209471070616,\n  \"pbRatio\" : 564.5002730795517,\n
+        \ \"ptbRatio\" : 564.5002730795517,\n  \"evToSales\" : 4.671369023867812,\n
+        \ \"enterpriseValueOverEBITDA\" : 10.250904137690872,\n  \"evToOperatingCashFlow\"
+        : 13.796710279724318,\n  \"evToFreeCashFlow\" : 15.08155757217788,\n  \"earningsYield\"
+        : 0.06645751230222692,\n  \"freeCashFlowYield\" : 0.07451038976778601,\n  \"debtToEquity\"
         : 64.75109170305677,\n  \"debtToAssets\" : 0.9503212353471596,\n  \"netDebtToEBITDA\"
         : 1.1287135699668336,\n  \"currentRatio\" : 1.0043936731107206,\n  \"interestCoverage\"
-        : 14.390792291220556,\n  \"incomeQuality\" : 1.22558491444535,\n  \"dividendYield\"
-        : 0.03630052920948951,\n  \"payoutRatio\" : 0.5573274356885113,\n  \"salesGeneralAndAdministrativeToRevenue\"
+        : 14.274089935760172,\n  \"incomeQuality\" : 1.22558491444535,\n  \"dividendYield\"
+        : 0.03703859491363782,\n  \"payoutRatio\" : 0.5573274356885113,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.0,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.3839325969341749,\n  \"capexToOperatingCashFlow\" : -0.08519327571469275,\n
         \ \"capexToRevenue\" : -0.02884522622761038,\n  \"capexToDepreciation\" :
         -0.9033232628398792,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 3.7780830796087774,\n  \"roic\" : 0.6495119358268097,\n  \"returnOnTangibleAssets\"
-        : 0.3929469880620226,\n  \"grahamNetNet\" : -14.034213515048268,\n  \"workingCapital\"
+        : 3.854899412847063,\n  \"roic\" : 0.6442447086111917,\n  \"returnOnTangibleAssets\"
+        : 0.3929469880620226,\n  \"grahamNetNet\" : -14.319558437167034,\n  \"workingCapital\"
         : 65000000,\n  \"tangibleAssetValue\" : -11862000000,\n  \"netCurrentAssetValue\"
         : -18866000000,\n  \"investedCapital\" : 80.9825327510917,\n  \"averageReceivables\"
         : 3481000000,\n  \"averagePayables\" : 1905500000,\n  \"averageInventory\"
@@ -349,7 +352,7 @@ interactions:
         : 35.242086533058625,\n  \"daysOfInventoryOnHand\" : 277.5613410751077,\n
         \ \"receivablesTurnover\" : 9.714776632302405,\n  \"payablesTurnover\" : 10.35693501454898,\n
         \ \"inventoryTurnover\" : 1.315024630541872,\n  \"roe\" : 37.51528384279476,\n
-        \ \"capexPerShare\" : -0.5093696763202725\n}, {\n  \"symbol\" : \"PM\",\n
+        \ \"capexPerShare\" : -0.5197262275059461\n}, {\n  \"symbol\" : \"PM\",\n
         \ \"date\" : \"2010-12-31\",\n  \"period\" : \"FY\",\n  \"revenuePerShare\"
         : 14.79499728113105,\n  \"netIncomePerShare\" : 3.9472539423599784,\n  \"operatingCashFlowPerShare\"
         : 5.131593257205003,\n  \"freeCashFlowPerShare\" : 4.7438825448613375,\n  \"cashPerShare\"
@@ -365,13 +368,13 @@ interactions:
         : 0.06973947141058165,\n  \"freeCashFlowYield\" : 0.0838141821994647,\n  \"debtToEquity\"
         : 3.813462635482031,\n  \"debtToAssets\" : 0.8538944365192582,\n  \"netDebtToEBITDA\"
         : 1.2341756317237929,\n  \"currentRatio\" : 1.0743517650734145,\n  \"interestCoverage\"
-        : 11.547227926078028,\n  \"incomeQuality\" : 1.3000413280066125,\n  \"dividendYield\"
+        : 11.498973305954825,\n  \"incomeQuality\" : 1.3000413280066125,\n  \"dividendYield\"
         : 0.04249313707797253,\n  \"payoutRatio\" : 0.6093125774900124,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.0,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.40039942938659057,\n  \"capexToOperatingCashFlow\" : -0.0755536717177069,\n
         \ \"capexToRevenue\" : -0.02620552778594531,\n  \"capexToDepreciation\" :
         -0.7650214592274678,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 13.012294500971974,\n  \"roic\" : 0.5055740357817136,\n  \"returnOnTangibleAssets\"
+        : 13.012294500971974,\n  \"roic\" : 0.5034612964128382,\n  \"returnOnTangibleAssets\"
         : 0.34540350209364296,\n  \"grahamNetNet\" : -11.860114192495923,\n  \"workingCapital\"
         : 952000000,\n  \"tangibleAssetValue\" : -8913000000,\n  \"netCurrentAssetValue\"
         : -16173000000,\n  \"investedCapital\" : 4.706788362806617,\n  \"averageReceivables\"
@@ -396,13 +399,13 @@ interactions:
         : 0.07172104696787457,\n  \"freeCashFlowYield\" : 0.08107350768096701,\n  \"debtToEquity\"
         : 2.391882435269419,\n  \"debtToAssets\" : 0.8221521185459597,\n  \"netDebtToEBITDA\"
         : 1.298886080688945,\n  \"currentRatio\" : 1.3134728931830382,\n  \"interestCoverage\"
-        : 12.633626097867001,\n  \"incomeQuality\" : 1.2431409649952696,\n  \"dividendYield\"
+        : 12.59723964868256,\n  \"incomeQuality\" : 1.2431409649952696,\n  \"dividendYield\"
         : 0.04893361246136758,\n  \"payoutRatio\" : 0.6822768842636392,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.0,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.36634637647603613,\n  \"capexToOperatingCashFlow\" : -0.09069000507356671,\n
         \ \"capexToRevenue\" : -0.028560015977631317,\n  \"capexToDepreciation\" :
         -0.8382180539273154,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 14.69865807645513,\n  \"roic\" : 0.43077778728501753,\n  \"returnOnTangibleAssets\"
+        : 14.69865807645513,\n  \"roic\" : 0.42953709249593564,\n  \"returnOnTangibleAssets\"
         : 0.2896684023020005,\n  \"grahamNetNet\" : -10.262480699948533,\n  \"workingCapital\"
         : 3504000000,\n  \"tangibleAssetValue\" : -6513000000,\n  \"netCurrentAssetValue\"
         : -13725000000,\n  \"investedCapital\" : 2.696990902729181,\n  \"averageReceivables\"
@@ -427,13 +430,13 @@ interactions:
         : 0.08968294187492486,\n  \"freeCashFlowYield\" : 0.08898005669912719,\n  \"debtToEquity\"
         : 1.5169333333333332,\n  \"debtToAssets\" : 0.7725342715030935,\n  \"netDebtToEBITDA\"
         : 0.9441477324160406,\n  \"currentRatio\" : 1.4726932176656151,\n  \"interestCoverage\"
-        : 19.568181818181817,\n  \"incomeQuality\" : 1.1516690856313498,\n  \"dividendYield\"
+        : 19.40909090909091,\n  \"incomeQuality\" : 1.1516690856313498,\n  \"dividendYield\"
         : 0.06611025570141413,\n  \"payoutRatio\" : 0.7371552975326561,\n  \"salesGeneralAndAdministrativeToRevenue\"
         : 0.0,\n  \"researchAndDdevelopementToRevenue\" : 0.0,\n  \"intangiblesToTotalAssets\"
         : 0.33661894941162196,\n  \"capexToOperatingCashFlow\" : -0.13850031505986138,\n
         \ \"capexToRevenue\" : -0.04275432795176036,\n  \"capexToDepreciation\" :
         -1.3052256532066508,\n  \"stockBasedCompensationToRevenue\" : 0.0,\n  \"grahamNumber\"
-        : 16.488493116541544,\n  \"roic\" : 0.4526020676362362,\n  \"returnOnTangibleAssets\"
+        : 16.488493116541544,\n  \"roic\" : 0.4489223760294375,\n  \"returnOnTangibleAssets\"
         : 0.31500022859232846,\n  \"grahamNetNet\" : -8.207446808510639,\n  \"workingCapital\"
         : 4795000000,\n  \"tangibleAssetValue\" : -3599000000,\n  \"netCurrentAssetValue\"
         : -10533000000,\n  \"investedCapital\" : 1.5948,\n  \"averageReceivables\"
@@ -457,7 +460,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sun, 06 Mar 2022 14:44:36 GMT
+      - Mon, 18 Jul 2022 09:04:29 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_key_ratios-kwargs_dict8].yaml

@@ -16,45 +16,48 @@ interactions:
         \ \"daysOfInventoryOutstanding\" : 317.3280159521436,\n  \"operatingCycle\"
         : 363.12008727836553,\n  \"daysOfPayablesOutstanding\" : 121.21784646061815,\n
         \ \"cashConversionCycle\" : 241.90224081774738,\n  \"grossProfitMargin\" :
-        0.6806241044419679,\n  \"operatingProfitMargin\" : 0.40948893488298044,\n
-        \ \"pretaxProfitMargin\" : 0.38949211908931697,\n  \"netProfitMargin\" : 0.29004935519821684,\n
-        \ \"effectiveTaxRate\" : 0.2183616742969261,\n  \"returnOnAssets\" : 0.22061031726810365,\n
-        \ \"returnOnEquity\" : -0.9013457352068078,\n  \"returnOnCapitalEmployed\"
-        : 0.5836169729975039,\n  \"netIncomePerEBT\" : 0.7446860693263571,\n  \"ebtPerEbit\"
-        : 0.9511664074650078,\n  \"ebitPerRevenue\" : 0.40948893488298044,\n  \"debtRatio\"
-        : 1.198789053039477,\n  \"debtEquityRatio\" : -4.897882446071641,\n  \"longTermDebtToCapitalization\"
+        0.6806241044419679,\n  \"operatingProfitMargin\" : 0.4131507721700366,\n  \"pretaxProfitMargin\"
+        : 0.38949211908931697,\n  \"netProfitMargin\" : 0.29004935519821684,\n  \"effectiveTaxRate\"
+        : 0.2183616742969261,\n  \"returnOnAssets\" : 0.22061031726810365,\n  \"returnOnEquity\"
+        : -0.9013457352068078,\n  \"returnOnCapitalEmployed\" : 0.5888359428182437,\n
+        \ \"netIncomePerEBT\" : 0.7446860693263571,\n  \"ebtPerEbit\" : 0.9427360308285164,\n
+        \ \"ebitPerRevenue\" : 0.4131507721700366,\n  \"debtRatio\" : 1.198789053039477,\n
+        \ \"debtEquityRatio\" : -4.897882446071641,\n  \"longTermDebtToCapitalization\"
         : 1.6885603324930163,\n  \"totalDebtToCapitalization\" : 1.5709604519774012,\n
-        \ \"interestCoverage\" : 17.44911804613297,\n  \"cashFlowToDebtRatio\" : 0.4303747392649069,\n
-        \ \"companyEquityMultiplier\" : -4.085691668315852,\n  \"receivablesTurnover\"
-        : 7.970812182741117,\n  \"payablesTurnover\" : 3.01110777544281,\n  \"inventoryTurnover\"
-        : 1.150229357798165,\n  \"fixedAssetTurnover\" : 5.091601815823606,\n  \"assetTurnover\"
-        : 0.7605957859045773,\n  \"operatingCashFlowPerShare\" : null,\n  \"freeCashFlowPerShare\"
-        : null,\n  \"cashPerShare\" : null,\n  \"payoutRatio\" : 0.8321440333735866,\n
-        \ \"operatingCashFlowSalesRatio\" : 0.3810539722974049,\n  \"freeCashFlowOperatingCashFlowRatio\"
-        : 0.9374947773042533,\n  \"cashFlowCoverageRatios\" : 0.4303747392649069,\n
-        \ \"shortTermCoverageRatios\" : 3.958650347337082,\n  \"capitalExpenditureCoverageRatio\"
-        : -15.998663101604278,\n  \"dividendPaidAndCapexCoverageRatio\" : 1.7516100702576112,\n
-        \ \"dividendPayoutRatio\" : null,\n  \"priceBookValueRatio\" : null,\n  \"priceToBookRatio\"
-        : null,\n  \"priceToSalesRatio\" : null,\n  \"priceEarningsRatio\" : null,\n
-        \ \"priceToFreeCashFlowsRatio\" : 0.0,\n  \"priceToOperatingCashFlowsRatio\"
-        : null,\n  \"priceCashFlowRatio\" : null,\n  \"priceEarningsToGrowthRatio\"
-        : null,\n  \"priceSalesRatio\" : null,\n  \"dividendYield\" : null,\n  \"enterpriseValueMultiple\"
-        : 1.6689339156583376,\n  \"priceFairValue\" : null\n}, {\n  \"symbol\" : \"PM\",\n
+        \ \"interestCoverage\" : 17.605156037991858,\n  \"cashFlowToDebtRatio\" :
+        0.4303747392649069,\n  \"companyEquityMultiplier\" : -4.085691668315852,\n
+        \ \"receivablesTurnover\" : 7.970812182741117,\n  \"payablesTurnover\" : 3.01110777544281,\n
+        \ \"inventoryTurnover\" : 1.150229357798165,\n  \"fixedAssetTurnover\" : 5.091601815823606,\n
+        \ \"assetTurnover\" : 0.7605957859045773,\n  \"operatingCashFlowPerShare\"
+        : 7.6859344894026975,\n  \"freeCashFlowPerShare\" : 7.205523442517662,\n  \"cashPerShare\"
+        : 2.8876043673731533,\n  \"payoutRatio\" : 0.8321440333735866,\n  \"operatingCashFlowSalesRatio\"
+        : 0.3810539722974049,\n  \"freeCashFlowOperatingCashFlowRatio\" : 0.9374947773042533,\n
+        \ \"cashFlowCoverageRatios\" : 0.4303747392649069,\n  \"shortTermCoverageRatios\"
+        : 3.958650347337082,\n  \"capitalExpenditureCoverageRatio\" : -15.998663101604278,\n
+        \ \"dividendPaidAndCapexCoverageRatio\" : 1.7516100702576112,\n  \"dividendPayoutRatio\"
+        : 0.8321440333735864,\n  \"priceBookValueRatio\" : -15.949004089550764,\n
+        \ \"priceToBookRatio\" : -15.949004089550764,\n  \"priceToSalesRatio\" : 5.132324003470785,\n
+        \ \"priceEarningsRatio\" : 17.69465751772972,\n  \"priceToFreeCashFlowsRatio\"
+        : 14.36675597905339,\n  \"priceToOperatingCashFlowsRatio\" : 13.46875869716721,\n
+        \ \"priceCashFlowRatio\" : 13.46875869716721,\n  \"priceEarningsToGrowthRatio\"
+        : 1.3225755605866902,\n  \"priceSalesRatio\" : 5.132324003470785,\n  \"dividendYield\"
+        : 0.04702798189452345,\n  \"enterpriseValueMultiple\" : 13.650805425749168,\n
+        \ \"priceFairValue\" : -15.949004089550764\n}, {\n  \"symbol\" : \"PM\",\n
         \ \"date\" : \"2020-12-31\",\n  \"period\" : \"FY\",\n  \"currentRatio\" :
         1.0956920723935764,\n  \"quickRatio\" : 0.562885546775427,\n  \"cashRatio\"
         : 0.3711445322457303,\n  \"daysOfSalesOutstanding\" : 47.841534815640905,\n
         \ \"daysOfInventoryOutstanding\" : 365.8391681471418,\n  \"operatingCycle\"
         : 413.6807029627827,\n  \"daysOfPayablesOutstanding\" : 106.04033859337443,\n
         \ \"cashConversionCycle\" : 307.64036436940825,\n  \"grossProfitMargin\" :
-        0.666515647870635,\n  \"operatingProfitMargin\" : 0.40325503589600614,\n  \"pretaxProfitMargin\"
+        0.666515647870635,\n  \"operatingProfitMargin\" : 0.4066355335610232,\n  \"pretaxProfitMargin\"
         : 0.38171743221579424,\n  \"netProfitMargin\" : 0.28075555865337704,\n  \"effectiveTaxRate\"
         : 0.2170181685383,\n  \"returnOnAssets\" : 0.17976124065603036,\n  \"returnOnEquity\"
-        : -0.6410440041378213,\n  \"returnOnCapitalEmployed\" : 0.45916666666666667,\n
-        \ \"netIncomePerEBT\" : 0.7355062539943394,\n  \"ebtPerEbit\" : 0.9465906144672025,\n
-        \ \"ebitPerRevenue\" : 0.40325503589600614,\n  \"debtRatio\" : 1.2372196809104095,\n
+        : -0.6410440041378213,\n  \"returnOnCapitalEmployed\" : 0.463015873015873,\n
+        \ \"netIncomePerEBT\" : 0.7355062539943394,\n  \"ebtPerEbit\" : 0.9387212889955434,\n
+        \ \"ebitPerRevenue\" : 0.4066355335610232,\n  \"debtRatio\" : 1.2372196809104095,\n
         \ \"debtEquityRatio\" : -4.412031511100501,\n  \"longTermDebtToCapitalization\"
         : 1.805525286840587,\n  \"totalDebtToCapitalization\" : 1.6625019769096947,\n
-        \ \"interestCoverage\" : 15.89423076923077,\n  \"cashFlowToDebtRatio\" : 0.31113647894469815,\n
+        \ \"interestCoverage\" : 16.02747252747253,\n  \"cashFlowToDebtRatio\" : 0.31113647894469815,\n
         \ \"companyEquityMultiplier\" : -3.5660857802180312,\n  \"receivablesTurnover\"
         : 7.6293538952406275,\n  \"payablesTurnover\" : 3.442086330935252,\n  \"inventoryTurnover\"
         : 0.9977061828797831,\n  \"fixedAssetTurnover\" : 4.508091123330715,\n  \"assetTurnover\"
@@ -69,7 +72,7 @@ interactions:
         : -9.868310106946765,\n  \"priceToSalesRatio\" : 4.321985541019028,\n  \"priceEarningsRatio\"
         : 15.39412277979146,\n  \"priceToFreeCashFlowsRatio\" : 13.465260924429968,\n
         \ \"priceToOperatingCashFlowsRatio\" : 12.639120782103547,\n  \"priceCashFlowRatio\"
-        : 12.639120782103547,\n  \"priceEarningsToGrowthRatio\" : 1.3186310464091793,\n
+        : 12.639120782103547,\n  \"priceEarningsToGrowthRatio\" : 1.2903073820879758,\n
         \ \"priceSalesRatio\" : 4.321985541019028,\n  \"dividendYield\" : 0.05937988828848618,\n
         \ \"enterpriseValueMultiple\" : 12.211419297809258,\n  \"priceFairValue\"
         : -9.868310106946765\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2019-12-31\",\n
@@ -78,15 +81,15 @@ interactions:
         : 45.51937594363362,\n  \"daysOfInventoryOutstanding\" : 320.62922096452013,\n
         \ \"operatingCycle\" : 366.14859690815376,\n  \"daysOfPayablesOutstanding\"
         : 79.81879577665748,\n  \"cashConversionCycle\" : 286.3298011314963,\n  \"grossProfitMargin\"
-        : 0.6472739473242745,\n  \"operatingProfitMargin\" : 0.35034390202986077,\n
+        : 0.6472739473242745,\n  \"operatingProfitMargin\" : 0.3533299781915786,\n
         \ \"pretaxProfitMargin\" : 0.3312195940278477,\n  \"netProfitMargin\" : 0.24106693507800706,\n
         \ \"effectiveTaxRate\" : 0.23227309562398704,\n  \"returnOnAssets\" : 0.1675801749271137,\n
         \ \"returnOnEquity\" : -0.6206271054677378,\n  \"returnOnCapitalEmployed\"
-        : 0.43432326761500706,\n  \"netIncomePerEBT\" : 0.7278160453808752,\n  \"ebtPerEbit\"
-        : 0.9454127561769776,\n  \"ebitPerRevenue\" : 0.35034390202986077,\n  \"debtRatio\"
+        : 0.4380251227019383,\n  \"netIncomePerEBT\" : 0.7278160453808752,\n  \"ebtPerEbit\"
+        : 0.9374228468331592,\n  \"ebitPerRevenue\" : 0.3533299781915786,\n  \"debtRatio\"
         : 1.2238833819241983,\n  \"debtEquityRatio\" : -4.5326077567590914,\n  \"longTermDebtToCapitalization\"
         : 1.7677564825253664,\n  \"totalDebtToCapitalization\" : 1.5946681734127799,\n
-        \ \"interestCoverage\" : 13.118090452261306,\n  \"cashFlowToDebtRatio\" :
+        \ \"interestCoverage\" : 13.229899497487438,\n  \"cashFlowToDebtRatio\" :
         0.3250120792398132,\n  \"companyEquityMultiplier\" : -3.70346376436037,\n
         \ \"receivablesTurnover\" : 8.018563357546409,\n  \"payablesTurnover\" : 4.572857764245324,\n
         \ \"inventoryTurnover\" : 1.1383865728207905,\n  \"fixedAssetTurnover\" :
@@ -102,7 +105,7 @@ interactions:
         \ \"priceEarningsRatio\" : 18.250960766875433,\n  \"priceToFreeCashFlowsRatio\"
         : 14.194972192032905,\n  \"priceToOperatingCashFlowsRatio\" : 12.99634817740337,\n
         \ \"priceCashFlowRatio\" : 12.99634817740337,\n  \"priceEarningsToGrowthRatio\"
-        : -2.018080059936398,\n  \"priceSalesRatio\" : 4.3997031742996136,\n  \"dividendYield\"
+        : -1.9726570360793034,\n  \"priceSalesRatio\" : 4.3997031742996136,\n  \"dividendYield\"
         : 0.05460861597671683,\n  \"enterpriseValueMultiple\" : 13.820711257341165,\n
         \ \"priceFairValue\" : -11.327040952751142\n}, {\n  \"symbol\" : \"PM\",\n
         \ \"date\" : \"2018-12-31\",\n  \"period\" : \"FY\",\n  \"currentRatio\" :
@@ -111,15 +114,15 @@ interactions:
         \ \"daysOfInventoryOutstanding\" : 298.70422011526307,\n  \"operatingCycle\"
         : 342.6151061912124,\n  \"daysOfPayablesOutstanding\" : 70.16359918200409,\n
         \ \"cashConversionCycle\" : 272.45150700920834,\n  \"grossProfitMargin\" :
-        0.6368607594936709,\n  \"operatingProfitMargin\" : 0.3826497890295359,\n  \"pretaxProfitMargin\"
+        0.6368607594936709,\n  \"operatingProfitMargin\" : 0.3840337552742616,\n  \"pretaxProfitMargin\"
         : 0.36020253164556965,\n  \"netProfitMargin\" : 0.2670379746835443,\n  \"effectiveTaxRate\"
         : 0.2291256676974979,\n  \"returnOnAssets\" : 0.19876385015451872,\n  \"returnOnEquity\"
-        : -0.6349626775824705,\n  \"returnOnCapitalEmployed\" : 0.5013710747456878,\n
-        \ \"netIncomePerEBT\" : 0.7413550745009839,\n  \"ebtPerEbit\" : 0.9413373323923783,\n
-        \ \"ebitPerRevenue\" : 0.3826497890295359,\n  \"debtRatio\" : 1.2698173412728324,\n
+        : -0.6349626775824705,\n  \"returnOnCapitalEmployed\" : 0.5031844316674038,\n
+        \ \"netIncomePerEBT\" : 0.7413550745009839,\n  \"ebtPerEbit\" : 0.9379449767073921,\n
+        \ \"ebitPerRevenue\" : 0.3840337552742616,\n  \"debtRatio\" : 1.2698173412728324,\n
         \ \"debtEquityRatio\" : -4.056505337507023,\n  \"longTermDebtToCapitalization\"
         : 1.8582942959492974,\n  \"totalDebtToCapitalization\" : 1.6455440414507772,\n
-        \ \"interestCoverage\" : 13.258479532163742,\n  \"cashFlowToDebtRatio\" :
+        \ \"interestCoverage\" : 13.306432748538011,\n  \"cashFlowToDebtRatio\" :
         0.29843508926603485,\n  \"companyEquityMultiplier\" : -3.1945581507344087,\n
         \ \"receivablesTurnover\" : 8.312289562289562,\n  \"payablesTurnover\" : 5.202127659574468,\n
         \ \"inventoryTurnover\" : 1.2219445706497047,\n  \"fixedAssetTurnover\" :
@@ -134,7 +137,7 @@ interactions:
         : -9.29580260574685,\n  \"priceToSalesRatio\" : 3.9094145034599155,\n  \"priceEarningsRatio\"
         : 14.639919689672606,\n  \"priceToFreeCashFlowsRatio\" : 14.401443007336484,\n
         \ \"priceToOperatingCashFlowsRatio\" : 12.219498276535134,\n  \"priceCashFlowRatio\"
-        : 12.219498276535134,\n  \"priceEarningsToGrowthRatio\" : 0.47779486538306054,\n
+        : 12.219498276535134,\n  \"priceEarningsToGrowthRatio\" : 0.47335740329941417,\n
         \ \"priceSalesRatio\" : 3.9094145034599155,\n  \"dividendYield\" : 0.05944753698679324,\n
         \ \"enterpriseValueMultiple\" : 11.555934808606557,\n  \"priceFairValue\"
         : -9.29580260574685\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2017-12-31\",\n
@@ -167,7 +170,7 @@ interactions:
         \ \"priceEarningsRatio\" : 27.758555609610607,\n  \"priceToFreeCashFlowsRatio\"
         : 22.748897759913092,\n  \"priceToOperatingCashFlowsRatio\" : 18.797450976660684,\n
         \ \"priceCashFlowRatio\" : 18.797450976660684,\n  \"priceEarningsToGrowthRatio\"
-        : -2.102533082175667,\n  \"priceSalesRatio\" : 5.82728826714902,\n  \"dividendYield\"
+        : -2.0726388188509235,\n  \"priceSalesRatio\" : 5.82728826714902,\n  \"dividendYield\"
         : 0.03892005604961033,\n  \"enterpriseValueMultiple\" : 15.708185097376756,\n
         \ \"priceFairValue\" : -13.860903781565447\n}, {\n  \"symbol\" : \"PM\",\n
         \ \"date\" : \"2016-12-31\",\n  \"period\" : \"FY\",\n  \"currentRatio\" :
@@ -209,15 +212,15 @@ interactions:
         \ \"daysOfInventoryOutstanding\" : 330.23438334223175,\n  \"operatingCycle\"
         : 368.0775571871224,\n  \"daysOfPayablesOutstanding\" : 50.2386545648692,\n
         \ \"cashConversionCycle\" : 317.8389026222532,\n  \"grossProfitMargin\" :
-        0.6504814510711353,\n  \"operatingProfitMargin\" : 0.3990072404269613,\n  \"pretaxProfitMargin\"
+        0.6504814510711353,\n  \"operatingProfitMargin\" : 0.3964693588116743,\n  \"pretaxProfitMargin\"
         : 0.3588489960438904,\n  \"netProfitMargin\" : 0.256512652086288,\n  \"effectiveTaxRate\"
         : 0.2795631825273011,\n  \"returnOnAssets\" : 0.20240899988220049,\n  \"returnOnEquity\"
-        : -0.5189519782543038,\n  \"returnOnCapitalEmployed\" : 0.5757135164243403,\n
-        \ \"netIncomePerEBT\" : 0.7148205928237129,\n  \"ebtPerEbit\" : 0.8993545973248527,\n
-        \ \"ebitPerRevenue\" : 0.3990072404269613,\n  \"debtRatio\" : 1.3379667805395217,\n
+        : -0.5189519782543038,\n  \"returnOnCapitalEmployed\" : 0.5720516962843296,\n
+        \ \"netIncomePerEBT\" : 0.7148205928237129,\n  \"ebtPerEbit\" : 0.9051115504094889,\n
+        \ \"ebitPerRevenue\" : 0.3964693588116743,\n  \"debtRatio\" : 1.3379667805395217,\n
         \ \"debtEquityRatio\" : -3.4303835699184537,\n  \"longTermDebtToCapitalization\"
         : 2.1031151091121107,\n  \"totalDebtToCapitalization\" : 1.8692570228406407,\n
-        \ \"interestCoverage\" : 9.44434628975265,\n  \"cashFlowToDebtRatio\" : 0.27615870786516855,\n
+        \ \"interestCoverage\" : 9.384275618374557,\n  \"cashFlowToDebtRatio\" : 0.27615870786516855,\n
         \ \"companyEquityMultiplier\" : -2.5638779824826337,\n  \"receivablesTurnover\"
         : 9.645068394528439,\n  \"payablesTurnover\" : 7.265321955003879,\n  \"inventoryTurnover\"
         : 1.105275581258114,\n  \"fixedAssetTurnover\" : 4.683446949833945,\n  \"assetTurnover\"
@@ -242,21 +245,21 @@ interactions:
         \ \"daysOfInventoryOutstanding\" : 300.5059409735531,\n  \"operatingCycle\"
         : 349.6025916269612,\n  \"daysOfPayablesOutstanding\" : 43.43905711000383,\n
         \ \"cashConversionCycle\" : 306.1635345169574,\n  \"grossProfitMargin\" :
-        0.6494104209359358,\n  \"operatingProfitMargin\" : 0.41109282090906035,\n
+        0.6494104209359358,\n  \"operatingProfitMargin\" : 0.39311989787348406,\n
         \ \"pretaxProfitMargin\" : 0.35777874827829476,\n  \"netProfitMargin\" : 0.25172170524406223,\n
         \ \"effectiveTaxRate\" : 0.2907981220657277,\n  \"returnOnAssets\" : 0.21294796373660727,\n
         \ \"returnOnEquity\" : -0.5933169688811466,\n  \"returnOnCapitalEmployed\"
-        : 0.6095641344956414,\n  \"netIncomePerEBT\" : 0.7035680751173709,\n  \"ebtPerEbit\"
-        : 0.8703113508212798,\n  \"ebitPerRevenue\" : 0.41109282090906035,\n  \"debtRatio\"
+        : 0.5829140722291407,\n  \"netIncomePerEBT\" : 0.7035680751173709,\n  \"ebtPerEbit\"
+        : 0.9101008374636814,\n  \"ebitPerRevenue\" : 0.39311989787348406,\n  \"debtRatio\"
         : 1.3183846306874698,\n  \"debtEquityRatio\" : -3.6732916303745347,\n  \"longTermDebtToCapitalization\"
         : 1.8831468531468532,\n  \"totalDebtToCapitalization\" : 1.750564602401046,\n
-        \ \"interestCoverage\" : 10.45897435897436,\n  \"cashFlowToDebtRatio\" : 0.26273977253437447,\n
-        \ \"companyEquityMultiplier\" : -2.7862063504632197,\n  \"receivablesTurnover\"
-        : 7.434315684315684,\n  \"payablesTurnover\" : 8.402576489533011,\n  \"inventoryTurnover\"
-        : 1.2146182495344506,\n  \"fixedAssetTurnover\" : 4.903146104430901,\n  \"assetTurnover\"
-        : 0.8459658396566914,\n  \"operatingCashFlowPerShare\" : 4.941890166028097,\n
-        \ \"freeCashFlowPerShare\" : 4.205619412515964,\n  \"cashPerShare\" : 1.0740740740740742,\n
-        \ \"payoutRatio\" : 0.805418390497798,\n  \"operatingCashFlowSalesRatio\"
+        \ \"interestCoverage\" : 10.001709401709402,\n  \"cashFlowToDebtRatio\" :
+        0.26273977253437447,\n  \"companyEquityMultiplier\" : -2.7862063504632197,\n
+        \ \"receivablesTurnover\" : 7.434315684315684,\n  \"payablesTurnover\" : 8.402576489533011,\n
+        \ \"inventoryTurnover\" : 1.2146182495344506,\n  \"fixedAssetTurnover\" :
+        4.903146104430901,\n  \"assetTurnover\" : 0.8459658396566914,\n  \"operatingCashFlowPerShare\"
+        : 4.941890166028097,\n  \"freeCashFlowPerShare\" : 4.205619412515964,\n  \"cashPerShare\"
+        : 1.0740740740740742,\n  \"payoutRatio\" : 0.805418390497798,\n  \"operatingCashFlowSalesRatio\"
         : 0.25998589041556086,\n  \"freeCashFlowOperatingCashFlowRatio\" : 0.8510143429383641,\n
         \ \"cashFlowCoverageRatios\" : 0.26273977253437447,\n  \"shortTermCoverageRatios\"
         : 3.0637371338083925,\n  \"capitalExpenditureCoverageRatio\" : -6.712055507372073,\n
@@ -274,15 +277,15 @@ interactions:
         : 45.05061344780088,\n  \"daysOfInventoryOutstanding\" : 345.2247838616715,\n
         \ \"operatingCycle\" : 390.27539730947234,\n  \"daysOfPayablesOutstanding\"
         : 44.66954851104707,\n  \"cashConversionCycle\" : 345.60584879842526,\n  \"grossProfitMargin\"
-        : 0.6665278534132043,\n  \"operatingProfitMargin\" : 0.44283563442995805,\n
+        : 0.6665278534132043,\n  \"operatingProfitMargin\" : 0.432937181663837,\n
         \ \"pretaxProfitMargin\" : 0.4017682672902585,\n  \"netProfitMargin\" : 0.274722106544511,\n
         \ \"effectiveTaxRate\" : 0.29261680752671027,\n  \"returnOnAssets\" : 0.2246908404946552,\n
         \ \"returnOnEquity\" : -1.1043007983517898,\n  \"returnOnCapitalEmployed\"
-        : 0.6551037816320728,\n  \"netIncomePerEBT\" : 0.6837824908308084,\n  \"ebtPerEbit\"
-        : 0.9072627314814815,\n  \"ebitPerRevenue\" : 0.44283563442995805,\n  \"debtRatio\"
+        : 0.6404606198464601,\n  \"netIncomePerEBT\" : 0.6837824908308084,\n  \"ebtPerEbit\"
+        : 0.9280059193488717,\n  \"ebitPerRevenue\" : 0.432937181663837,\n  \"debtRatio\"
         : 1.164378536994341,\n  \"debtEquityRatio\" : -5.72263713623487,\n  \"longTermDebtToCapitalization\"
         : 1.4777019130220828,\n  \"totalDebtToCapitalization\" : 1.3900160707111289,\n
-        \ \"interestCoverage\" : 12.521739130434783,\n  \"cashFlowToDebtRatio\" :
+        \ \"interestCoverage\" : 12.241847826086957,\n  \"cashFlowToDebtRatio\" :
         0.36617530168364765,\n  \"companyEquityMultiplier\" : -4.914756631470513,\n
         \ \"receivablesTurnover\" : 8.101998442771865,\n  \"payablesTurnover\" : 8.171114599686028,\n
         \ \"inventoryTurnover\" : 1.0572821450335161,\n  \"fixedAssetTurnover\" :
@@ -307,15 +310,15 @@ interactions:
         \ \"daysOfInventoryOutstanding\" : 314.8929914200328,\n  \"operatingCycle\"
         : 356.6428400352605,\n  \"daysOfPayablesOutstanding\" : 38.811819145859445,\n
         \ \"cashConversionCycle\" : 317.8310208894011,\n  \"grossProfitMargin\" :
-        0.6694075278069924,\n  \"operatingProfitMargin\" : 0.4439238932976384,\n  \"pretaxProfitMargin\"
-        : 0.41390190266755905,\n  \"netProfitMargin\" : 0.2804602097077477,\n  \"effectiveTaxRate\"
-        : 0.29514129514129517,\n  \"returnOnAssets\" : 0.23360764534112025,\n  \"returnOnEquity\"
-        : -2.5316455696202533,\n  \"returnOnCapitalEmployed\" : 0.6743972111939576,\n
-        \ \"netIncomePerEBT\" : 0.6776006776006775,\n  \"ebtPerEbit\" : 0.9323713116519492,\n
-        \ \"ebitPerRevenue\" : 0.4439238932976384,\n  \"debtRatio\" : 1.0837271037961242,\n
-        \ \"debtEquityRatio\" : -11.744533947065593,\n  \"longTermDebtToCapitalization\"
+        0.6694075278069924,\n  \"operatingProfitMargin\" : 0.44127864359244034,\n
+        \ \"pretaxProfitMargin\" : 0.41390190266755905,\n  \"netProfitMargin\" : 0.2804602097077477,\n
+        \ \"effectiveTaxRate\" : 0.29514129514129517,\n  \"returnOnAssets\" : 0.23360764534112025,\n
+        \ \"returnOnEquity\" : -2.5316455696202533,\n  \"returnOnCapitalEmployed\"
+        : 0.6703786191536748,\n  \"netIncomePerEBT\" : 0.6776006776006775,\n  \"ebtPerEbit\"
+        : 0.9379604217824643,\n  \"ebitPerRevenue\" : 0.44127864359244034,\n  \"debtRatio\"
+        : 1.0837271037961242,\n  \"debtEquityRatio\" : -11.744533947065593,\n  \"longTermDebtToCapitalization\"
         : 1.245428228482666,\n  \"totalDebtToCapitalization\" : 1.1795176367298457,\n
-        \ \"interestCoverage\" : 13.832174776564052,\n  \"cashFlowToDebtRatio\" :
+        \ \"interestCoverage\" : 13.749751737835155,\n  \"cashFlowToDebtRatio\" :
         0.412496168834012,\n  \"companyEquityMultiplier\" : -10.83716915995397,\n
         \ \"receivablesTurnover\" : 8.742546670381723,\n  \"payablesTurnover\" : 9.404351767905712,\n
         \ \"inventoryTurnover\" : 1.1591239244608336,\n  \"fixedAssetTurnover\" :
@@ -330,7 +333,7 @@ interactions:
         : -42.6650757721519,\n  \"priceToSalesRatio\" : 4.726513158810594,\n  \"priceEarningsRatio\"
         : 16.852704929999998,\n  \"priceToFreeCashFlowsRatio\" : 17.729085879737,\n
         \ \"priceToOperatingCashFlowsRatio\" : 15.741832436471713,\n  \"priceCashFlowRatio\"
-        : 15.741832436471713,\n  \"priceEarningsToGrowthRatio\" : 2.8202191022777057,\n
+        : 15.741832436471713,\n  \"priceEarningsToGrowthRatio\" : 4.361581538355732,\n
         \ \"priceSalesRatio\" : 4.726513158810594,\n  \"dividendYield\" : 0.03643871483192871,\n
         \ \"enterpriseValueMultiple\" : 11.566914526344751,\n  \"priceFairValue\"
         : -42.6650757721519\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2011-12-31\",\n
@@ -339,47 +342,47 @@ interactions:
         : 37.571630703926424,\n  \"daysOfInventoryOutstanding\" : 277.5613410751077,\n
         \ \"operatingCycle\" : 315.1329717790341,\n  \"daysOfPayablesOutstanding\"
         : 35.242086533058625,\n  \"cashConversionCycle\" : 279.8908852459755,\n  \"grossProfitMargin\"
-        : 0.6566228253529279,\n  \"operatingProfitMargin\" : 0.43222818921439365,\n
+        : 0.6566228253529279,\n  \"operatingProfitMargin\" : 0.4287230279448178,\n
         \ \"pretaxProfitMargin\" : 0.40299707367270154,\n  \"netProfitMargin\" : 0.27626459143968873,\n
         \ \"effectiveTaxRate\" : 0.29149377593361,\n  \"returnOnAssets\" : 0.24208183047790802,\n
         \ \"returnOnEquity\" : 37.51528384279476,\n  \"returnOnCapitalEmployed\" :
-        0.6495119358268097,\n  \"netIncomePerEBT\" : 0.6855250558570061,\n  \"ebtPerEbit\"
-        : 0.9323711033405253,\n  \"ebitPerRevenue\" : 0.43222818921439365,\n  \"debtRatio\"
+        0.6442447086111917,\n  \"netIncomePerEBT\" : 0.6855250558570061,\n  \"ebtPerEbit\"
+        : 0.93999399939994,\n  \"ebitPerRevenue\" : 0.4287230279448178,\n  \"debtRatio\"
         : 0.9503212353471596,\n  \"debtEquityRatio\" : 147.2707423580786,\n  \"longTermDebtToCapitalization\"
         : 0.9847911270505413,\n  \"totalDebtToCapitalization\" : 0.9878022797485885,\n
-        \ \"interestCoverage\" : 14.390792291220556,\n  \"cashFlowToDebtRatio\" :
+        \ \"interestCoverage\" : 14.274089935760172,\n  \"cashFlowToDebtRatio\" :
         0.5677541116203828,\n  \"companyEquityMultiplier\" : 154.96943231441048,\n
         \ \"receivablesTurnover\" : 9.714776632302405,\n  \"payablesTurnover\" : 10.35693501454898,\n
         \ \"inventoryTurnover\" : 1.315024630541872,\n  \"fixedAssetTurnover\" : 4.97552,\n
         \ \"assetTurnover\" : 0.8762680342651037,\n  \"operatingCashFlowPerShare\"
-        : 5.978989210675753,\n  \"freeCashFlowPerShare\" : 5.46961953435548,\n  \"cashPerShare\"
-        : 1.4480408858603067,\n  \"payoutRatio\" : 0.5573274356885113,\n  \"operatingCashFlowSalesRatio\"
+        : 6.100554570133898,\n  \"freeCashFlowPerShare\" : 5.580828342627952,\n  \"cashPerShare\"
+        : 1.4774825865553654,\n  \"payoutRatio\" : 0.5573274356885113,\n  \"operatingCashFlowSalesRatio\"
         : 0.3385857156638904,\n  \"freeCashFlowOperatingCashFlowRatio\" : 0.9148067242853073,\n
         \ \"cashFlowCoverageRatios\" : 0.5677541116203828,\n  \"shortTermCoverageRatios\"
         : 2.8326607479149852,\n  \"capitalExpenditureCoverageRatio\" : -11.738015607580826,\n
         \ \"dividendPaidAndCapexCoverageRatio\" : 2.705988177846312,\n  \"dividendPayoutRatio\"
-        : 0.5573274356885112,\n  \"priceBookValueRatio\" : 575.9777446375547,\n  \"priceToBookRatio\"
-        : 575.9777446375547,\n  \"priceToSalesRatio\" : 4.241531450686561,\n  \"priceEarningsRatio\"
-        : 15.35314905389361,\n  \"priceToFreeCashFlowsRatio\" : 13.69382304007475,\n
-        \ \"priceToOperatingCashFlowsRatio\" : 12.52720139823345,\n  \"priceCashFlowRatio\"
-        : 12.52720139823345,\n  \"priceEarningsToGrowthRatio\" : 0.636154629202183,\n
-        \ \"priceSalesRatio\" : 4.241531450686561,\n  \"dividendYield\" : 0.03630052920948951,\n
-        \ \"enterpriseValueMultiple\" : 10.436377356714416,\n  \"priceFairValue\"
-        : 575.9777446375547\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2010-12-31\",\n
+        : 0.5573274356885113,\n  \"priceBookValueRatio\" : 564.5002730795517,\n  \"priceToBookRatio\"
+        : 564.5002730795517,\n  \"priceToSalesRatio\" : 4.157010725639687,\n  \"priceEarningsRatio\"
+        : 15.047207837878865,\n  \"priceToFreeCashFlowsRatio\" : 13.4209471070616,\n
+        \ \"priceToOperatingCashFlowsRatio\" : 12.277572659817393,\n  \"priceCashFlowRatio\"
+        : 12.277572659817393,\n  \"priceEarningsToGrowthRatio\" : 0.5644491079508387,\n
+        \ \"priceSalesRatio\" : 4.157010725639687,\n  \"dividendYield\" : 0.03703859491363782,\n
+        \ \"enterpriseValueMultiple\" : 10.250904137690872,\n  \"priceFairValue\"
+        : 564.5002730795517\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2010-12-31\",\n
         \ \"period\" : \"FY\",\n  \"currentRatio\" : 1.0743517650734145,\n  \"quickRatio\"
         : 0.36800999687597624,\n  \"cashRatio\" : 0.13300531084036238,\n  \"daysOfSalesOutstanding\"
         : 40.366252572772716,\n  \"daysOfInventoryOutstanding\" : 312.5404097601153,\n
         \ \"operatingCycle\" : 352.90666233288806,\n  \"daysOfPayablesOutstanding\"
         : 31.378050036034182,\n  \"cashConversionCycle\" : 321.5286122968539,\n  \"grossProfitMargin\"
-        : 0.6430094089973537,\n  \"operatingProfitMargin\" : 0.41337106733313733,\n
+        : 0.6430094089973537,\n  \"operatingProfitMargin\" : 0.4116436342252279,\n
         \ \"pretaxProfitMargin\" : 0.379447221405469,\n  \"netProfitMargin\" : 0.26679653043222584,\n
         \ \"effectiveTaxRate\" : 0.2737311119721038,\n  \"returnOnAssets\" : 0.20710413694721827,\n
         \ \"returnOnEquity\" : 2.0704506560182545,\n  \"returnOnCapitalEmployed\"
-        : 0.5055740357817136,\n  \"netIncomePerEBT\" : 0.7031189461449051,\n  \"ebtPerEbit\"
-        : 0.9179336712012092,\n  \"ebitPerRevenue\" : 0.41337106733313733,\n  \"debtRatio\"
+        : 0.5034612964128382,\n  \"netIncomePerEBT\" : 0.7031189461449051,\n  \"ebtPerEbit\"
+        : 0.9217857142857143,\n  \"ebitPerRevenue\" : 0.4116436342252279,\n  \"debtRatio\"
         : 0.8538944365192582,\n  \"debtEquityRatio\" : 8.53650884198517,\n  \"longTermDebtToCapitalization\"
         : 0.7922493481867742,\n  \"totalDebtToCapitalization\" : 0.8247700919632147,\n
-        \ \"interestCoverage\" : 11.547227926078028,\n  \"cashFlowToDebtRatio\" :
+        \ \"interestCoverage\" : 11.498973305954825,\n  \"cashFlowToDebtRatio\" :
         0.5718700763543813,\n  \"companyEquityMultiplier\" : 9.997147746719909,\n
         \ \"receivablesTurnover\" : 9.042206713193751,\n  \"payablesTurnover\" : 11.632335329341318,\n
         \ \"inventoryTurnover\" : 1.167848984008657,\n  \"fixedAssetTurnover\" : 4.186490229266041,\n
@@ -403,16 +406,16 @@ interactions:
         : 45.167565408428196,\n  \"daysOfInventoryOutstanding\" : 372.4844823764132,\n
         \ \"operatingCycle\" : 417.6520477848414,\n  \"daysOfPayablesOutstanding\"
         : 27.105963201064068,\n  \"cashConversionCycle\" : 390.5460845837773,\n  \"grossProfitMargin\"
-        : 0.6396245256640704,\n  \"operatingProfitMargin\" : 0.40219692430597165,\n
+        : 0.6396245256640704,\n  \"operatingProfitMargin\" : 0.4010385460355502,\n
         \ \"pretaxProfitMargin\" : 0.36920311563810665,\n  \"netProfitMargin\" : 0.25332534451767524,\n
         \ \"effectiveTaxRate\" : 0.2911392405063291,\n  \"returnOnAssets\" : 0.18354943273905996,\n
         \ \"returnOnEquity\" : 1.109517144856543,\n  \"returnOnCapitalEmployed\" :
-        0.43077778728501753,\n  \"netIncomePerEBT\" : 0.6861408633560532,\n  \"ebtPerEbit\"
-        : 0.917966034362896,\n  \"ebitPerRevenue\" : 0.40219692430597165,\n  \"debtRatio\"
+        0.42953709249593564,\n  \"netIncomePerEBT\" : 0.6861408633560532,\n  \"ebtPerEbit\"
+        : 0.9206175298804781,\n  \"ebitPerRevenue\" : 0.4010385460355502,\n  \"debtRatio\"
         : 0.8221521185459597,\n  \"debtEquityRatio\" : 4.969734079776067,\n  \"longTermDebtToCapitalization\"
         : 0.7051784609036518,\n  \"totalDebtToCapitalization\" : 0.7295097482491009,\n
-        \ \"interestCoverage\" : 12.633626097867001,\n  \"cashFlowToDebtRatio\" :
-        0.51141670991178,\n  \"companyEquityMultiplier\" : 6.044786564030791,\n  \"receivablesTurnover\"
+        \ \"interestCoverage\" : 12.59723964868256,\n  \"cashFlowToDebtRatio\" : 0.51141670991178,\n
+        \ \"companyEquityMultiplier\" : 6.044786564030791,\n  \"receivablesTurnover\"
         : 8.081020012911555,\n  \"payablesTurnover\" : 13.465671641791046,\n  \"inventoryTurnover\"
         : 0.9799065928098186,\n  \"fixedAssetTurnover\" : 3.9178403755868545,\n  \"assetTurnover\"
         : 0.7245600833526279,\n  \"operatingCashFlowPerShare\" : 4.057642820380854,\n
@@ -435,33 +438,33 @@ interactions:
         : 40.440381248784284,\n  \"daysOfInventoryOutstanding\" : 378.147512864494,\n
         \ \"operatingCycle\" : 418.58789411327825,\n  \"daysOfPayablesOutstanding\"
         : 39.63818610634648,\n  \"cashConversionCycle\" : 378.94970800693176,\n  \"grossProfitMargin\"
-        : 0.6371134020618556,\n  \"operatingProfitMargin\" : 0.40194514685858784,\n
+        : 0.6371134020618556,\n  \"operatingProfitMargin\" : 0.39867730013616026,\n
         \ \"pretaxProfitMargin\" : 0.386578486675744,\n  \"netProfitMargin\" : 0.26804123711340205,\n
         \ \"effectiveTaxRate\" : 0.28046694173291736,\n  \"returnOnAssets\" : 0.20896518257915808,\n
         \ \"returnOnEquity\" : 0.9186666666666666,\n  \"returnOnCapitalEmployed\"
-        : 0.4526020676362362,\n  \"netIncomePerEBT\" : 0.6933682197846432,\n  \"ebtPerEbit\"
-        : 0.9617692605497483,\n  \"ebitPerRevenue\" : 0.40194514685858784,\n  \"debtRatio\"
+        : 0.4489223760294375,\n  \"netIncomePerEBT\" : 0.6933682197846432,\n  \"ebtPerEbit\"
+        : 0.9696526151444185,\n  \"ebitPerRevenue\" : 0.39867730013616026,\n  \"debtRatio\"
         : 0.7725342715030935,\n  \"debtEquityRatio\" : 3.3962666666666665,\n  \"longTermDebtToCapitalization\"
         : 0.6026911055782169,\n  \"totalDebtToCapitalization\" : 0.614613843070757,\n
-        \ \"interestCoverage\" : 19.568181818181817,\n  \"cashFlowToDebtRatio\" :
-        0.6634060697266115,\n  \"companyEquityMultiplier\" : 4.3962666666666665,\n
-        \ \"receivablesTurnover\" : 9.02563202247191,\n  \"payablesTurnover\" : 9.208292201382033,\n
-        \ \"inventoryTurnover\" : 0.9652317880794702,\n  \"fixedAssetTurnover\" :
-        4.049306868304978,\n  \"assetTurnover\" : 0.7796008734683975,\n  \"operatingCashFlowPerShare\"
-        : 3.8370406189555126,\n  \"freeCashFlowPerShare\" : 3.3056092843326885,\n
-        \ \"cashPerShare\" : 0.7403288201160542,\n  \"payoutRatio\" : 0.7371552975326561,\n
-        \ \"operatingCashFlowSalesRatio\" : 0.30869480645788755,\n  \"freeCashFlowOperatingCashFlowRatio\"
-        : 0.8614996849401386,\n  \"cashFlowCoverageRatios\" : 0.6634060697266115,\n
-        \ \"shortTermCoverageRatios\" : 13.587328767123287,\n  \"capitalExpenditureCoverageRatio\"
-        : -7.220200181983621,\n  \"dividendPaidAndCapexCoverageRatio\" : 1.993718592964824,\n
-        \ \"dividendPayoutRatio\" : 0.7371552975326561,\n  \"priceBookValueRatio\"
-        : 10.2434938848,\n  \"priceToBookRatio\" : 10.2434938848,\n  \"priceToSalesRatio\"
-        : 2.988764992647345,\n  \"priceEarningsRatio\" : 11.15039247256894,\n  \"priceToFreeCashFlowsRatio\"
-        : 11.238473396138092,\n  \"priceToOperatingCashFlowsRatio\" : 9.681941289981097,\n
-        \ \"priceCashFlowRatio\" : 9.681941289981097,\n  \"priceEarningsToGrowthRatio\"
-        : 0.695687530353758,\n  \"priceSalesRatio\" : 2.988764992647345,\n  \"dividendYield\"
-        : 0.06611025570141413,\n  \"enterpriseValueMultiple\" : 7.89863348746266,\n
-        \ \"priceFairValue\" : 10.2434938848\n} ]"
+        \ \"interestCoverage\" : 19.40909090909091,\n  \"cashFlowToDebtRatio\" : 0.6634060697266115,\n
+        \ \"companyEquityMultiplier\" : 4.3962666666666665,\n  \"receivablesTurnover\"
+        : 9.02563202247191,\n  \"payablesTurnover\" : 9.208292201382033,\n  \"inventoryTurnover\"
+        : 0.9652317880794702,\n  \"fixedAssetTurnover\" : 4.049306868304978,\n  \"assetTurnover\"
+        : 0.7796008734683975,\n  \"operatingCashFlowPerShare\" : 3.8370406189555126,\n
+        \ \"freeCashFlowPerShare\" : 3.3056092843326885,\n  \"cashPerShare\" : 0.7403288201160542,\n
+        \ \"payoutRatio\" : 0.7371552975326561,\n  \"operatingCashFlowSalesRatio\"
+        : 0.30869480645788755,\n  \"freeCashFlowOperatingCashFlowRatio\" : 0.8614996849401386,\n
+        \ \"cashFlowCoverageRatios\" : 0.6634060697266115,\n  \"shortTermCoverageRatios\"
+        : 13.587328767123287,\n  \"capitalExpenditureCoverageRatio\" : -7.220200181983621,\n
+        \ \"dividendPaidAndCapexCoverageRatio\" : 1.993718592964824,\n  \"dividendPayoutRatio\"
+        : 0.7371552975326561,\n  \"priceBookValueRatio\" : 10.2434938848,\n  \"priceToBookRatio\"
+        : 10.2434938848,\n  \"priceToSalesRatio\" : 2.988764992647345,\n  \"priceEarningsRatio\"
+        : 11.15039247256894,\n  \"priceToFreeCashFlowsRatio\" : 11.238473396138092,\n
+        \ \"priceToOperatingCashFlowsRatio\" : 9.681941289981097,\n  \"priceCashFlowRatio\"
+        : 9.681941289981097,\n  \"priceEarningsToGrowthRatio\" : 0.695687530353758,\n
+        \ \"priceSalesRatio\" : 2.988764992647345,\n  \"dividendYield\" : 0.06611025570141413,\n
+        \ \"enterpriseValueMultiple\" : 7.89863348746266,\n  \"priceFairValue\" :
+        10.2434938848\n} ]"
     headers:
       Access-Control-Allow-Headers:
       - origin, content-type, accept, Authorization, authorization
@@ -476,13 +479,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sun, 06 Mar 2022 14:44:36 GMT
+      - Mon, 18 Jul 2022 09:04:30 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:
       - chunked
       Vary:
       - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
     status:
       code: 200
       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_profile-kwargs_dict0].yaml

@@ -0,0 +1,67 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/profile/PM?apikey=MOCK_API_KEY
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"price\" : 90.18,\n  \"beta\" : 0.681566,\n
+        \ \"volAvg\" : 5486803,\n  \"mktCap\" : 139788910592,\n  \"lastDiv\" : 5.0,\n
+        \ \"range\" : \"85.64-112.48\",\n  \"changes\" : 0.559998,\n  \"companyName\"
+        : \"Philip Morris International Inc.\",\n  \"currency\" : \"USD\",\n  \"cik\"
+        : \"0001413329\",\n  \"isin\" : \"US7181721090\",\n  \"cusip\" : \"718172109\",\n
+        \ \"exchange\" : \"New York Stock Exchange\",\n  \"exchangeShortName\" : \"NYSE\",\n
+        \ \"industry\" : \"Tobacco\",\n  \"website\" : \"https://www.pmi.com\",\n
+        \ \"description\" : \"Philip Morris International Inc. operates as a tobacco
+        company working to delivers a smoke-free future and evolving portfolio for
+        the long-term to include products outside of the tobacco and nicotine sector.
+        The company's product portfolio primarily consists of cigarettes and smoke-free
+        products, including heat-not-burn, vapor, and oral nicotine products that
+        are sold in markets outside the United States. The company offers its smoke-free
+        products under the HEETS, HEETS Creations, HEETS Dimensions, HEETS Marlboro,
+        HEETS FROM MARLBORO, Marlboro Dimensions, Marlboro HeatSticks, Parliament
+        HeatSticks, and TEREA brands, as well as the KT&G-licensed brands, Fiit, and
+        Miix. It also sells its products under the Marlboro, Parliament, Bond Street,
+        Chesterfield, L&M, Lark, and Philip Morris brands. In addition, the company
+        owns various cigarette brands, such as Dji Sam Soe, Sampoerna A, and Sampoerna
+        U in Indonesia; and Fortune and Jackpot in the Philippines. The company sells
+        its smoke-free products in 71 markets. Philip Morris International Inc. was
+        incorporated in 1987 and is headquartered in New York, New York.\",\n  \"ceo\"
+        : \"Mr. Andre Calantzopoulos\",\n  \"sector\" : \"Consumer Defensive\",\n
+        \ \"country\" : \"US\",\n  \"fullTimeEmployees\" : \"69600\",\n  \"phone\"
+        : \"19176632000\",\n  \"address\" : \"120 Park Ave\",\n  \"city\" : \"New
+        York City\",\n  \"state\" : \"NEW YORK\",\n  \"zip\" : \"10017-5592\",\n  \"dcfDiff\"
+        : 2.8876,\n  \"dcf\" : 93.0676,\n  \"image\" : \"https://financialmodelingprep.com/image-stock/PM.png\",\n
+        \ \"ipoDate\" : \"2008-03-17\",\n  \"defaultImage\" : false,\n  \"isEtf\"
+        : false,\n  \"isActivelyTrading\" : true,\n  \"isAdr\" : false,\n  \"isFund\"
+        : false\n} ]"
+    headers:
+      Access-Control-Allow-Headers:
+      - origin, content-type, accept, Authorization, authorization
+      Access-Control-Allow-Methods:
+      - GET, OPTIONS
+      Access-Control-Allow-Origin:
+      - '*'
+      Access-Control-Max-Age:
+      - '3600'
+      Connection:
+      - close
+      Content-Type:
+      - application/json;charset=UTF-8
+      Date:
+      - Mon, 18 Jul 2022 09:04:25 GMT
+      Server:
+      - nginx/1.14.0 (Ubuntu)
+      Transfer-Encoding:
+      - chunked
+      Vary:
+      - Accept-Encoding
+    status:
+      code: 200
+      message: ''
+version: 1

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_model/test_valid_df[get_quote-kwargs_dict1].yaml

@@ -11,15 +11,15 @@ interactions:
   response:
     body:
       string: "[ {\n  \"symbol\" : \"PM\",\n  \"name\" : \"Philip Morris International
-        Inc.\",\n  \"price\" : 101.15000000,\n  \"changesPercentage\" : 0.64676800,\n
-        \ \"change\" : 0.65000200,\n  \"dayLow\" : 99.65000000,\n  \"dayHigh\" : 101.74000000,\n
+        Inc.\",\n  \"price\" : 90.18000000,\n  \"changesPercentage\" : 0.62485800,\n
+        \ \"change\" : 0.55999800,\n  \"dayLow\" : 89.67000000,\n  \"dayHigh\" : 91.18000000,\n
         \ \"yearHigh\" : 112.48000000,\n  \"yearLow\" : 85.64000000,\n  \"marketCap\"
-        : 156793618432.00000000,\n  \"priceAvg50\" : 98.67640000,\n  \"priceAvg200\"
-        : 98.46685000,\n  \"volume\" : 5077019,\n  \"avgVolume\" : 6351306,\n  \"exchange\"
-        : \"NYSE\",\n  \"open\" : 100.68000000,\n  \"previousClose\" : 100.50000000,\n
-        \ \"eps\" : 5.78000000,\n  \"pe\" : 17.50000000,\n  \"earningsAnnouncement\"
-        : \"2022-07-21T12:30:00.000+0000\",\n  \"sharesOutstanding\" : 1550109920,\n
-        \ \"timestamp\" : 1653145681\n} ]"
+        : 139788910592.00000000,\n  \"priceAvg50\" : 100.93280000,\n  \"priceAvg200\"
+        : 98.19670000,\n  \"volume\" : 5170940,\n  \"avgVolume\" : 5486803,\n  \"exchange\"
+        : \"NYSE\",\n  \"open\" : 90.71000000,\n  \"previousClose\" : 89.62000000,\n
+        \ \"eps\" : 5.78000000,\n  \"pe\" : 15.60207600,\n  \"earningsAnnouncement\"
+        : \"2022-07-21T12:30:00.000+0000\",\n  \"sharesOutstanding\" : 1550109898,\n
+        \ \"timestamp\" : 1658135066\n} ]"
     headers:
       Access-Control-Allow-Headers:
       - origin, content-type, accept, Authorization, authorization
@@ -34,7 +34,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:01 GMT
+      - Mon, 18 Jul 2022 09:04:26 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_balance_sheet-kwargs_dict5].yaml

@@ -482,7 +482,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:09 GMT
+      - Mon, 18 Jul 2022 09:04:42 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_cash_flow-kwargs_dict6].yaml

@@ -377,7 +377,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:10 GMT
+      - Mon, 18 Jul 2022 09:04:43 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_discounted_cash_flow-kwargs_dict3].yaml

@@ -10,8 +10,8 @@ interactions:
     uri: https://financialmodelingprep.com/api/v3/discounted-cash-flow/PM?apikey=MOCK_API_KEY&limit=0&period=annual
   response:
     body:
-      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2022-05-21\",\n  \"dcf\"
-        : 104.03760436737315,\n  \"Stock Price\" : 101.15\n} ]"
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2022-07-19\",\n  \"dcf\"
+        : 93.84760436737315,\n  \"Stock Price\" : 90.96\n} ]"
     headers:
       Access-Control-Allow-Headers:
       - origin, content-type, accept, Authorization, authorization
@@ -26,13 +26,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:08 GMT
+      - Tue, 19 Jul 2022 18:57:46 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:
       - chunked
       Vary:
       - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
     status:
       code: 200
       message: ''
@@ -81,13 +83,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:08 GMT
+      - Tue, 19 Jul 2022 18:57:46 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:
       - chunked
       Vary:
       - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
     status:
       code: 200
       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_enterprise-kwargs_dict2].yaml

@@ -0,0 +1,89 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/enterprise-values/PM?apikey=MOCK_API_KEY&limit=0&period=annual
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2021-12-31\",\n  \"stockPrice\"
+        : 103.519997,\n  \"numberOfShares\" : 1557000000,\n  \"marketCapitalization\"
+        : 161180635329,\n  \"minusCashAndCashEquivalents\" : 4496000000,\n  \"addTotalDebt\"
+        : 27806000000,\n  \"enterpriseValue\" : 184490635329\n}, {\n  \"symbol\" :
+        \"PM\",\n  \"date\" : \"2020-12-31\",\n  \"stockPrice\" : 79.650002,\n  \"numberOfShares\"
+        : 1557000000,\n  \"marketCapitalization\" : 124015053114,\n  \"minusCashAndCashEquivalents\"
+        : 7280000000,\n  \"addTotalDebt\" : 31536000000,\n  \"enterpriseValue\" :
+        148271053114\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2019-12-31\",\n
+        \ \"stockPrice\" : 84.330002,\n  \"numberOfShares\" : 1555000000,\n  \"marketCapitalization\"
+        : 131133153109.99998,\n  \"minusCashAndCashEquivalents\" : 6861000000,\n  \"addTotalDebt\"
+        : 31045000000,\n  \"enterpriseValue\" : 155317153110\n}, {\n  \"symbol\" :
+        \"PM\",\n  \"date\" : \"2018-12-31\",\n  \"stockPrice\" : 74.480003,\n  \"numberOfShares\"
+        : 1555000000,\n  \"marketCapitalization\" : 115816404665,\n  \"minusCashAndCashEquivalents\"
+        : 6593000000,\n  \"addTotalDebt\" : 31759000000,\n  \"enterpriseValue\" :
+        140982404665\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2017-12-31\",\n
+        \ \"stockPrice\" : 107.940002,\n  \"numberOfShares\" : 1552000000,\n  \"marketCapitalization\"
+        : 167522883104,\n  \"minusCashAndCashEquivalents\" : 8447000000,\n  \"addTotalDebt\"
+        : 34339000000,\n  \"enterpriseValue\" : 193414883104\n}, {\n  \"symbol\" :
+        \"PM\",\n  \"date\" : \"2016-12-31\",\n  \"stockPrice\" : 95.959999,\n  \"numberOfShares\"
+        : 1551000000,\n  \"marketCapitalization\" : 148833958449,\n  \"minusCashAndCashEquivalents\"
+        : 4239000000,\n  \"addTotalDebt\" : 29067000000,\n  \"enterpriseValue\" :
+        173661958449\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2015-12-31\",\n
+        \ \"stockPrice\" : 90.010002,\n  \"numberOfShares\" : 1549000000,\n  \"marketCapitalization\"
+        : 139425493098,\n  \"minusCashAndCashEquivalents\" : 3417000000,\n  \"addTotalDebt\"
+        : 28480000000,\n  \"enterpriseValue\" : 164488493098\n}, {\n  \"symbol\" :
+        \"PM\",\n  \"date\" : \"2014-12-31\",\n  \"stockPrice\" : 80.239998,\n  \"numberOfShares\"
+        : 1566000000,\n  \"marketCapitalization\" : 125655836868,\n  \"minusCashAndCashEquivalents\"
+        : 1682000000,\n  \"addTotalDebt\" : 29455000000,\n  \"enterpriseValue\" :
+        153428836868\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2013-12-31\",\n
+        \ \"stockPrice\" : 79.089996,\n  \"numberOfShares\" : 1622000000,\n  \"marketCapitalization\"
+        : 128283973512,\n  \"minusCashAndCashEquivalents\" : 2154000000,\n  \"addTotalDebt\"
+        : 27678000000,\n  \"enterpriseValue\" : 153807973512\n}, {\n  \"symbol\" :
+        \"PM\",\n  \"date\" : \"2012-12-31\",\n  \"stockPrice\" : 87.650002,\n  \"numberOfShares\"
+        : 1692000000,\n  \"marketCapitalization\" : 148303803384,\n  \"minusCashAndCashEquivalents\"
+        : 2983000000,\n  \"addTotalDebt\" : 22839000000,\n  \"enterpriseValue\" :
+        168159803384\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2011-12-31\",\n
+        \ \"stockPrice\" : 74.900002,\n  \"numberOfShares\" : 1725908666,\n  \"marketCapitalization\"
+        : 129270562535.21733,\n  \"minusCashAndCashEquivalents\" : 2550000000,\n  \"addTotalDebt\"
+        : 18545000000,\n  \"enterpriseValue\" : 145265562535.21735\n}, {\n  \"symbol\"
+        : \"PM\",\n  \"date\" : \"2010-12-31\",\n  \"stockPrice\" : 56.599998,\n  \"numberOfShares\"
+        : 1839000000,\n  \"marketCapitalization\" : 104087396322,\n  \"minusCashAndCashEquivalents\"
+        : 1703000000,\n  \"addTotalDebt\" : 16502000000,\n  \"enterpriseValue\" :
+        118886396322\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2009-12-31\",\n
+        \ \"stockPrice\" : 45.509998,\n  \"numberOfShares\" : 1943000000,\n  \"marketCapitalization\"
+        : 88425926114,\n  \"minusCashAndCashEquivalents\" : 1540000000,\n  \"addTotalDebt\"
+        : 15416000000,\n  \"enterpriseValue\" : 102301926114\n}, {\n  \"symbol\" :
+        \"PM\",\n  \"date\" : \"2008-12-31\",\n  \"stockPrice\" : 37.150002,\n  \"numberOfShares\"
+        : 2068000000,\n  \"marketCapitalization\" : 76826204136,\n  \"minusCashAndCashEquivalents\"
+        : 1531000000,\n  \"addTotalDebt\" : 11961000000,\n  \"enterpriseValue\" :
+        87256204136\n} ]"
+    headers:
+      Access-Control-Allow-Headers:
+      - origin, content-type, accept, Authorization, authorization
+      Access-Control-Allow-Methods:
+      - GET, OPTIONS
+      Access-Control-Allow-Origin:
+      - '*'
+      Access-Control-Max-Age:
+      - '3600'
+      Connection:
+      - close
+      Content-Type:
+      - application/json;charset=UTF-8
+      Date:
+      - Mon, 18 Jul 2022 09:04:40 GMT
+      Server:
+      - nginx/1.14.0 (Ubuntu)
+      Transfer-Encoding:
+      - chunked
+      Vary:
+      - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
+    status:
+      code: 200
+      message: ''
+version: 1

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_financial_ratios-kwargs_dict8].yaml

@@ -479,13 +479,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:05 GMT
+      - Mon, 18 Jul 2022 09:04:44 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
       Transfer-Encoding:
       - chunked
       Vary:
       - Accept-Encoding
+      X-Frame-Options:
+      - SAMEORIGIN
     status:
       code: 200
       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_financial_statement_growth-kwargs_dict9].yaml

@@ -0,0 +1,424 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/financial-growth/PM?apikey=MOCK_API_KEY&limit=0&period=annual
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2021-12-31\",\n  \"period\"
+        : \"FY\",\n  \"revenueGrowth\" : 0.0944796821635184997,\n  \"grossProfitGrowth\"
+        : 0.11764705882352941,\n  \"ebitgrowth\" : 0.112015769626328421,\n  \"operatingIncomeGrowth\"
+        : 0.112015769626328421,\n  \"netIncomeGrowth\" : 0.130710029791459792,\n  \"epsgrowth\"
+        : 0.133789388259075548,\n  \"epsdilutedGrowth\" : 0.133789388259075548,\n
+        \ \"weightedAverageSharesGrowth\" : 0,\n  \"weightedAverageSharesDilutedGrowth\"
+        : -0.000641848523748395332,\n  \"dividendsperShareGrowth\" : 0.0293318848451927204,\n
+        \ \"operatingCashFlowGrowth\" : 0.219629025682837348,\n  \"freeCashFlowGrowth\"
+        : 0.218132464712269269,\n  \"tenYRevenueGrowthPerShare\" : 0.11946237331821162,\n
+        \ \"fiveYRevenueGrowthPerShare\" : 0.172343219239085327,\n  \"threeYRevenueGrowthPerShare\"
+        : 0.0587226869805343721,\n  \"tenYOperatingCFGrowthPerShare\" : 0.259874721395042418,\n
+        \ \"fiveYOperatingCFGrowthPerShare\" : 0.475904963855835528,\n  \"threeYOperatingCFGrowthPerShare\"
+        : 0.260986297849883475,\n  \"tenYNetIncomeGrowthPerShare\" : 0.175320144566908309,\n
+        \ \"fiveYNetIncomeGrowthPerShare\" : 0.302411063662910651,\n  \"threeYNetIncomeGrowthPerShare\"
+        : 0.149955668501221856,\n  \"tenYShareholdersEquityGrowthPerShare\" : -49.9184861117309282,\n
+        \ \"fiveYShareholdersEquityGrowthPerShare\" : -0.206568736074563858,\n  \"threeYShareholdersEquityGrowthPerShare\"
+        : -0.189901386502770858,\n  \"tenYDividendperShareGrowthPerShare\" : 0.754867216247640971,\n
+        \ \"fiveYDividendperShareGrowthPerShare\" : 0.183880523789930611,\n  \"threeYDividendperShareGrowthPerShare\"
+        : 0.0995298949761401902,\n  \"receivablesGrowth\" : 0.0475937250731188546,\n
+        \ \"inventoryGrowth\" : -0.0908143050776769878,\n  \"assetGrowth\" : -0.0786566997657034417,\n
+        \ \"bookValueperShareGrowth\" : -0.195830349327603487,\n  \"debtGrowth\" :
+        -0.118277524099441908,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : 0.185567010309278357\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2020-12-31\",\n
+        \ \"period\" : \"FY\",\n  \"revenueGrowth\" : -0.037275624895151821,\n  \"grossProfitGrowth\"
+        : -0.00865643790172092135,\n  \"ebitgrowth\" : 0.107966954705156201,\n  \"operatingIncomeGrowth\"
+        : 0.107966954705156201,\n  \"netIncomeGrowth\" : 0.121224773834377172,\n  \"epsgrowth\"
+        : 0.119305856832971749,\n  \"epsdilutedGrowth\" : 0.119305856832971749,\n
+        \ \"weightedAverageSharesGrowth\" : 0.0012861736334405145,\n  \"weightedAverageSharesDilutedGrowth\"
+        : 0.00128534704370179939,\n  \"dividendsperShareGrowth\" : 0.0270270609632906854,\n
+        \ \"operatingCashFlowGrowth\" : -0.0275520317145688809,\n  \"freeCashFlowGrowth\"
+        : -0.00303095908205239239,\n  \"tenYRevenueGrowthPerShare\" : 0.245625790669071031,\n
+        \ \"fiveYRevenueGrowthPerShare\" : 0.0654089631451053727,\n  \"threeYRevenueGrowthPerShare\"
+        : -0.00508366324374840903,\n  \"tenYOperatingCFGrowthPerShare\" : 0.228051842836471841,\n
+        \ \"fiveYOperatingCFGrowthPerShare\" : 0.241142415708889696,\n  \"threeYOperatingCFGrowthPerShare\"
+        : 0.0974518275604815132,\n  \"tenYNetIncomeGrowthPerShare\" : 0.31079802336930229,\n
+        \ \"fiveYNetIncomeGrowthPerShare\" : 0.166100331540367074,\n  \"threeYNetIncomeGrowthPerShare\"
+        : 0.330593162663312234,\n  \"tenYShareholdersEquityGrowthPerShare\" : -5.23362922026319932,\n
+        \ \"fiveYShareholdersEquityGrowthPerShare\" : -0.0559929271785704341,\n  \"threeYShareholdersEquityGrowthPerShare\"
+        : 0.0364590058976818551,\n  \"tenYDividendperShareGrowthPerShare\" : 0.966481916867382274,\n
+        \ \"fiveYDividendperShareGrowthPerShare\" : 0.172186101477199843,\n  \"threeYDividendperShareGrowthPerShare\"
+        : 0.125820852591305432,\n  \"receivablesGrowth\" : 0.0118375033629270921,\n
+        \ \"inventoryGrowth\" : 0.0385489983757444504,\n  \"assetGrowth\" : 0.0452478134110787175,\n
+        \ \"bookValueperShareGrowth\" : 0.0841200153849653853,\n  \"debtGrowth\" :
+        0.0158157513287163799,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : -0.988957194899817815\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2019-12-31\",\n
+        \ \"period\" : \"FY\",\n  \"revenueGrowth\" : 0.00607594936708860753,\n  \"grossProfitGrowth\"
+        : 0.0225261037790851736,\n  \"ebitgrowth\" : -0.0743605519908587531,\n  \"operatingIncomeGrowth\"
+        : -0.0743605519908587531,\n  \"netIncomeGrowth\" : -0.0917709518392112317,\n
+        \ \"epsgrowth\" : -0.0925196850393700254,\n  \"epsdilutedGrowth\" : -0.0925196850393700254,\n
+        \ \"weightedAverageSharesGrowth\" : 0,\n  \"weightedAverageSharesDilutedGrowth\"
+        : 0.000643086816720257249,\n  \"dividendsperShareGrowth\" : 0.040087145969498951,\n
+        \ \"operatingCashFlowGrowth\" : 0.0645705845115003146,\n  \"freeCashFlowGrowth\"
+        : 0.148719224073613515,\n  \"tenYRevenueGrowthPerShare\" : 0.487592354626352753,\n
+        \ \"fiveYRevenueGrowthPerShare\" : 0.00835956691288415599,\n  \"threeYRevenueGrowthPerShare\"
+        : 0.114046512636710298,\n  \"tenYOperatingCFGrowthPerShare\" : 0.599141735225072081,\n
+        \ \"fiveYOperatingCFGrowthPerShare\" : 0.313008942471608875,\n  \"threeYOperatingCFGrowthPerShare\"
+        : 0.246012754249990029,\n  \"tenYNetIncomeGrowthPerShare\" : 0.415607783966634836,\n
+        \ \"fiveYNetIncomeGrowthPerShare\" : -0.0343218515201540939,\n  \"threeYNetIncomeGrowthPerShare\"
+        : 0.028637531920117542,\n  \"tenYShareholdersEquityGrowthPerShare\" : -3.53073237192829303,\n
+        \ \"fiveYShareholdersEquityGrowthPerShare\" : -0.0768156483610043239,\n  \"threeYShareholdersEquityGrowthPerShare\"
+        : -0.0899101563925505526,\n  \"tenYDividendperShareGrowthPerShare\" : 1.0678983456156923,\n
+        \ \"fiveYDividendperShareGrowthPerShare\" : 0.194972094720774064,\n  \"threeYDividendperShareGrowthPerShare\"
+        : 0.119877613863572569,\n  \"receivablesGrowth\" : 0.0429292929292929282,\n
+        \ \"inventoryGrowth\" : 0.0489550204452521565,\n  \"assetGrowth\" : 0.0772342403457199622,\n
+        \ \"bookValueperShareGrowth\" : -0.0707921984107864888,\n  \"debtGrowth\"
+        : -0.0224818161780912483,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : 0.17921868707209021\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2018-12-31\",\n
+        \ \"period\" : \"FY\",\n  \"revenueGrowth\" : 0.030506470015305414,\n  \"grossProfitGrowth\"
+        : 0.0300829875518672206,\n  \"ebitgrowth\" : -0.0109536642614970012,\n  \"operatingIncomeGrowth\"
+        : -0.0109536642614970012,\n  \"netIncomeGrowth\" : 0.310853355426677691,\n
+        \ \"epsgrowth\" : 0.309278350515463984,\n  \"epsdilutedGrowth\" : 0.309278350515463984,\n
+        \ \"weightedAverageSharesGrowth\" : 0.00193298969072164956,\n  \"weightedAverageSharesDilutedGrowth\"
+        : 0.00128783000643915,\n  \"dividendsperShareGrowth\" : 0.0539443315645157517,\n
+        \ \"operatingCashFlowGrowth\" : 0.063509874326750454,\n  \"freeCashFlowGrowth\"
+        : 0.0920695274307441608,\n  \"tenYRevenueGrowthPerShare\" : 0.532713179652137603,\n
+        \ \"fiveYRevenueGrowthPerShare\" : -0.0101083721902290868,\n  \"threeYRevenueGrowthPerShare\"
+        : 0.101391778694034915,\n  \"tenYOperatingCFGrowthPerShare\" : 0.588509858030581978,\n
+        \ \"fiveYOperatingCFGrowthPerShare\" : -0.0245311446596352505,\n  \"threeYOperatingCFGrowthPerShare\"
+        : 0.200435974431881936,\n  \"tenYNetIncomeGrowthPerShare\" : 0.52697632525819138,\n
+        \ \"fiveYNetIncomeGrowthPerShare\" : -0.0377961978691749301,\n  \"threeYNetIncomeGrowthPerShare\"
+        : 0.146584496021759964,\n  \"tenYShareholdersEquityGrowthPerShare\" : -3.20923575562700991,\n
+        \ \"fiveYShareholdersEquityGrowthPerShare\" : 0.673425012814535706,\n  \"threeYShareholdersEquityGrowthPerShare\"
+        : -0.0629019413996607102,\n  \"tenYDividendperShareGrowthPerShare\" : 0.802793040380002321,\n
+        \ \"fiveYDividendperShareGrowthPerShare\" : 0.255533694601218719,\n  \"threeYDividendperShareGrowthPerShare\"
+        : 0.0973494533762058328,\n  \"receivablesGrowth\" : -0.0465489566613162126,\n
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+        \ \"fiveYRevenueGrowthPerShare\" : -0.310915019689779026,\n  \"threeYRevenueGrowthPerShare\"
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+        \ \"fiveYOperatingCFGrowthPerShare\" : 1.09851425697507432,\n  \"threeYOperatingCFGrowthPerShare\"
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+        \ \"bookValueperShareGrowth\" : -0.188835958140332855,\n  \"debtGrowth\" :
+        0.288855446868990895,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : 0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2008-12-31\",\n  \"period\"
+        : \"FY\",\n  \"revenueGrowth\" : 0.127511185191683474,\n  \"grossProfitGrowth\"
+        : 0.163304446654354313,\n  \"ebitgrowth\" : 0.154964499042037629,\n  \"operatingIncomeGrowth\"
+        : 0.154964499042037629,\n  \"netIncomeGrowth\" : 0.143378692333222701,\n  \"epsgrowth\"
+        : 0.160278745644599291,\n  \"epsdilutedGrowth\" : 0.164912280701754288,\n
+        \ \"weightedAverageSharesGrowth\" : -0.0157068062827225123,\n  \"weightedAverageSharesDilutedGrowth\"
+        : -0.0179584120982986782,\n  \"dividendsperShareGrowth\" : -0.213407336533471714,\n
+        \ \"operatingCashFlowGrowth\" : 0.419753086419753063,\n  \"freeCashFlowGrowth\"
+        : 0.513393845472658872,\n  \"tenYRevenueGrowthPerShare\" : -0.245026666202451532,\n
+        \ \"fiveYRevenueGrowthPerShare\" : -0.245026666202451532,\n  \"threeYRevenueGrowthPerShare\"
+        : -0.421071449266014919,\n  \"tenYOperatingCFGrowthPerShare\" : 0.680673515171010823,\n
+        \ \"fiveYOperatingCFGrowthPerShare\" : 0.680673515171010823,\n  \"threeYOperatingCFGrowthPerShare\"
+        : 0.569119772336806884,\n  \"tenYNetIncomeGrowthPerShare\" : 0.699806576402321134,\n
+        \ \"fiveYNetIncomeGrowthPerShare\" : 0.699806576402321134,\n  \"threeYNetIncomeGrowthPerShare\"
+        : 0.250470377052974813,\n  \"tenYShareholdersEquityGrowthPerShare\" : -0.298929339267866523,\n
+        \ \"fiveYShareholdersEquityGrowthPerShare\" : -0.298929339267866523,\n  \"threeYShareholdersEquityGrowthPerShare\"
+        : -0.257802496833666739,\n  \"tenYDividendperShareGrowthPerShare\" : 0,\n
+        \ \"fiveYDividendperShareGrowthPerShare\" : 0,\n  \"threeYDividendperShareGrowthPerShare\"
+        : -0.325635947770152201,\n  \"receivablesGrowth\" : -0.185587646554189301,\n
+        \ \"inventoryGrowth\" : 0.0355765109301328791,\n  \"assetGrowth\" : 0.0289922916081515464,\n
+        \ \"bookValueperShareGrowth\" : 0,\n  \"debtGrowth\" : 0.896464246075788784,\n
+        \ \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\" : 0\n}, {\n  \"symbol\"
+        : \"PM\",\n  \"date\" : \"2007-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\"
+        : -0.527600497306257799,\n  \"grossProfitGrowth\" : 0.113677715370619409,\n
+        \ \"ebitgrowth\" : 0.0603489483747609926,\n  \"operatingIncomeGrowth\" : 0.0603489483747609926,\n
+        \ \"netIncomeGrowth\" : -0.019524894240156198,\n  \"epsgrowth\" : -0.0150133247761900651,\n
+        \ \"epsdilutedGrowth\" : -0.0218773434188647038,\n  \"weightedAverageSharesGrowth\"
+        : -0.00394110919998283665,\n  \"weightedAverageSharesDilutedGrowth\" : 0.00317021082000776711,\n
+        \ \"dividendsperShareGrowth\" : 1.36904891067288981,\n  \"operatingCashFlowGrowth\"
+        : -0.103752405388069277,\n  \"freeCashFlowGrowth\" : -0.15570093457943926,\n
+        \ \"tenYRevenueGrowthPerShare\" : -0.340924397332133589,\n  \"fiveYRevenueGrowthPerShare\"
+        : -0.340924397332133589,\n  \"threeYRevenueGrowthPerShare\" : -0.340924397332133589,\n
+        \ \"tenYOperatingCFGrowthPerShare\" : 0.165185353472531465,\n  \"fiveYOperatingCFGrowthPerShare\"
+        : 0.165185353472531465,\n  \"threeYOperatingCFGrowthPerShare\" : 0.165185353472531465,\n
+        \ \"tenYNetIncomeGrowthPerShare\" : 0.463301752085709284,\n  \"fiveYNetIncomeGrowthPerShare\"
+        : 0.463301752085709284,\n  \"threeYNetIncomeGrowthPerShare\" : 0.463301752085709284,\n
+        \ \"tenYShareholdersEquityGrowthPerShare\" : 0.417013318140237621,\n  \"fiveYShareholdersEquityGrowthPerShare\"
+        : 0.417013318140237621,\n  \"threeYShareholdersEquityGrowthPerShare\" : 0.417013318140237621,\n
+        \ \"tenYDividendperShareGrowthPerShare\" : 0,\n  \"fiveYDividendperShareGrowthPerShare\"
+        : 0,\n  \"threeYDividendperShareGrowthPerShare\" : 0,\n  \"receivablesGrowth\"
+        : 0.618981481481481466,\n  \"inventoryGrowth\" : 0.319010600706713776,\n  \"assetGrowth\"
+        : 0.226761102603369069,\n  \"bookValueperShareGrowth\" : 0,\n  \"debtGrowth\"
+        : 1.26381909547738691,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : 0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2006-12-31\",\n  \"period\"
+        : \"FY\",\n  \"revenueGrowth\" : 0.0656244479773891581,\n  \"grossProfitGrowth\"
+        : 0.0220730918499353161,\n  \"ebitgrowth\" : 0.0818358112475759542,\n  \"operatingIncomeGrowth\"
+        : 0.0818358112475759542,\n  \"netIncomeGrowth\" : 0.0935943060498220653,\n
+        \ \"epsgrowth\" : 0.0935941825005863898,\n  \"epsdilutedGrowth\" : 0.0935941825005863898,\n
+        \ \"weightedAverageSharesGrowth\" : 0,\n  \"weightedAverageSharesDilutedGrowth\"
+        : 0,\n  \"dividendsperShareGrowth\" : -0.638115074199427257,\n  \"operatingCashFlowGrowth\"
+        : 0.208995734780922843,\n  \"freeCashFlowGrowth\" : 0.209859791949344177,\n
+        \ \"tenYRevenueGrowthPerShare\" : 0.389667241399075381,\n  \"fiveYRevenueGrowthPerShare\"
+        : 0.389667241399075381,\n  \"threeYRevenueGrowthPerShare\" : 0.389667241399075381,\n
+        \ \"tenYOperatingCFGrowthPerShare\" : 0.294947108068730368,\n  \"fiveYOperatingCFGrowthPerShare\"
+        : 0.294947108068730368,\n  \"threeYOperatingCFGrowthPerShare\" : 0.294947108068730368,\n
+        \ \"tenYNetIncomeGrowthPerShare\" : 0.486559639837729652,\n  \"fiveYNetIncomeGrowthPerShare\"
+        : 0.486559639837729652,\n  \"threeYNetIncomeGrowthPerShare\" : 0.486559639837729652,\n
+        \ \"tenYShareholdersEquityGrowthPerShare\" : 0.307502984314921568,\n  \"fiveYShareholdersEquityGrowthPerShare\"
+        : 0.307502984314921568,\n  \"threeYShareholdersEquityGrowthPerShare\" : 0.307502984314921568,\n
+        \ \"tenYDividendperShareGrowthPerShare\" : 0,\n  \"fiveYDividendperShareGrowthPerShare\"
+        : 0,\n  \"threeYDividendperShareGrowthPerShare\" : 0,\n  \"receivablesGrowth\"
+        : 0.138040042149631198,\n  \"inventoryGrowth\" : 0.305350553505535083,\n  \"assetGrowth\"
+        : 0.129025286362653979,\n  \"bookValueperShareGrowth\" : 0,\n  \"debtGrowth\"
+        : -0.43247097168466081,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : 0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2005-12-31\",\n  \"period\"
+        : \"FY\",\n  \"revenueGrowth\" : 0.356374853993830287,\n  \"grossProfitGrowth\"
+        : 0.292642140468227452,\n  \"ebitgrowth\" : 0.248386055519690119,\n  \"operatingIncomeGrowth\"
+        : 0.248386055519690119,\n  \"netIncomeGrowth\" : 0.413836477987421403,\n  \"epsgrowth\"
+        : 0.359375000000000111,\n  \"epsdilutedGrowth\" : 0.366346153846153932,\n
+        \ \"weightedAverageSharesGrowth\" : 0.0400951839250493075,\n  \"weightedAverageSharesDilutedGrowth\"
+        : 0.0349916746810598617,\n  \"dividendsperShareGrowth\" : 0,\n  \"operatingCashFlowGrowth\"
+        : 0.114038876889848817,\n  \"freeCashFlowGrowth\" : 0.0934718100890207654,\n
+        \ \"tenYRevenueGrowthPerShare\" : 0.304087236396214877,\n  \"fiveYRevenueGrowthPerShare\"
+        : 0.304087236396214877,\n  \"threeYRevenueGrowthPerShare\" : 0.304087236396214877,\n
+        \ \"tenYOperatingCFGrowthPerShare\" : 0.0710931981107298938,\n  \"fiveYOperatingCFGrowthPerShare\"
+        : 0.0710931981107298938,\n  \"threeYOperatingCFGrowthPerShare\" : 0.0710931981107298938,\n
+        \ \"tenYNetIncomeGrowthPerShare\" : 0.359333741602349543,\n  \"fiveYNetIncomeGrowthPerShare\"
+        : 0.359333741602349543,\n  \"threeYNetIncomeGrowthPerShare\" : 0.359333741602349543,\n
+        \ \"tenYShareholdersEquityGrowthPerShare\" : -0.055412261909728977,\n  \"fiveYShareholdersEquityGrowthPerShare\"
+        : -0.055412261909728977,\n  \"threeYShareholdersEquityGrowthPerShare\" : -0.055412261909728977,\n
+        \ \"tenYDividendperShareGrowthPerShare\" : 0,\n  \"fiveYDividendperShareGrowthPerShare\"
+        : 0,\n  \"threeYDividendperShareGrowthPerShare\" : 0,\n  \"receivablesGrowth\"
+        : 0,\n  \"inventoryGrowth\" : 0.26813289658399625,\n  \"assetGrowth\" : 0.312251843448667021,\n
+        \ \"bookValueperShareGrowth\" : 0,\n  \"debtGrowth\" : 0,\n  \"rdexpenseGrowth\"
+        : 0,\n  \"sgaexpensesGrowth\" : 0\n}, {\n  \"symbol\" : \"PM\",\n  \"date\"
+        : \"2003-12-31\",\n  \"period\" : \"FY\",\n  \"revenueGrowth\" : 0,\n  \"grossProfitGrowth\"
+        : 0,\n  \"ebitgrowth\" : 0,\n  \"operatingIncomeGrowth\" : 0,\n  \"netIncomeGrowth\"
+        : 0,\n  \"epsgrowth\" : 0,\n  \"epsdilutedGrowth\" : 0,\n  \"weightedAverageSharesGrowth\"
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+        : 0,\n  \"operatingCashFlowGrowth\" : 0,\n  \"freeCashFlowGrowth\" : 0,\n
+        \ \"tenYRevenueGrowthPerShare\" : 0,\n  \"fiveYRevenueGrowthPerShare\" : 0,\n
+        \ \"threeYRevenueGrowthPerShare\" : 0,\n  \"tenYOperatingCFGrowthPerShare\"
+        : 0,\n  \"fiveYOperatingCFGrowthPerShare\" : 0,\n  \"threeYOperatingCFGrowthPerShare\"
+        : 0,\n  \"tenYNetIncomeGrowthPerShare\" : 0,\n  \"fiveYNetIncomeGrowthPerShare\"
+        : 0,\n  \"threeYNetIncomeGrowthPerShare\" : 0,\n  \"tenYShareholdersEquityGrowthPerShare\"
+        : 0,\n  \"fiveYShareholdersEquityGrowthPerShare\" : 0,\n  \"threeYShareholdersEquityGrowthPerShare\"
+        : 0,\n  \"tenYDividendperShareGrowthPerShare\" : 0,\n  \"fiveYDividendperShareGrowthPerShare\"
+        : 0,\n  \"threeYDividendperShareGrowthPerShare\" : 0,\n  \"receivablesGrowth\"
+        : 0,\n  \"inventoryGrowth\" : 0,\n  \"assetGrowth\" : 0,\n  \"bookValueperShareGrowth\"
+        : 0,\n  \"debtGrowth\" : 0,\n  \"rdexpenseGrowth\" : 0,\n  \"sgaexpensesGrowth\"
+        : 0\n} ]"
+    headers:
+      Access-Control-Allow-Headers:
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+      Access-Control-Allow-Methods:
+      - GET, OPTIONS
+      Access-Control-Allow-Origin:
+      - '*'
+      Access-Control-Max-Age:
+      - '3600'
+      Connection:
+      - close
+      Content-Type:
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+      - Mon, 18 Jul 2022 09:04:44 GMT
+      Server:
+      - nginx/1.14.0 (Ubuntu)
+      Transfer-Encoding:
+      - chunked
+      Vary:
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+version: 1

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_income_statement-kwargs_dict4].yaml

@@ -346,7 +346,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:09 GMT
+      - Mon, 18 Jul 2022 09:04:41 GMT
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       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_key_metrics-kwargs_dict7].yaml

@@ -460,7 +460,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:10 GMT
+      - Mon, 18 Jul 2022 09:04:43 GMT
       Server:
       - nginx/1.14.0 (Ubuntu)
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_profile-kwargs_dict0].yaml

@@ -0,0 +1,69 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/profile/PM?apikey=MOCK_API_KEY
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"price\" : 90.18,\n  \"beta\" : 0.681566,\n
+        \ \"volAvg\" : 5486803,\n  \"mktCap\" : 139788910592,\n  \"lastDiv\" : 5.0,\n
+        \ \"range\" : \"85.64-112.48\",\n  \"changes\" : 0.559998,\n  \"companyName\"
+        : \"Philip Morris International Inc.\",\n  \"currency\" : \"USD\",\n  \"cik\"
+        : \"0001413329\",\n  \"isin\" : \"US7181721090\",\n  \"cusip\" : \"718172109\",\n
+        \ \"exchange\" : \"New York Stock Exchange\",\n  \"exchangeShortName\" : \"NYSE\",\n
+        \ \"industry\" : \"Tobacco\",\n  \"website\" : \"https://www.pmi.com\",\n
+        \ \"description\" : \"Philip Morris International Inc. operates as a tobacco
+        company working to delivers a smoke-free future and evolving portfolio for
+        the long-term to include products outside of the tobacco and nicotine sector.
+        The company's product portfolio primarily consists of cigarettes and smoke-free
+        products, including heat-not-burn, vapor, and oral nicotine products that
+        are sold in markets outside the United States. The company offers its smoke-free
+        products under the HEETS, HEETS Creations, HEETS Dimensions, HEETS Marlboro,
+        HEETS FROM MARLBORO, Marlboro Dimensions, Marlboro HeatSticks, Parliament
+        HeatSticks, and TEREA brands, as well as the KT&G-licensed brands, Fiit, and
+        Miix. It also sells its products under the Marlboro, Parliament, Bond Street,
+        Chesterfield, L&M, Lark, and Philip Morris brands. In addition, the company
+        owns various cigarette brands, such as Dji Sam Soe, Sampoerna A, and Sampoerna
+        U in Indonesia; and Fortune and Jackpot in the Philippines. The company sells
+        its smoke-free products in 71 markets. Philip Morris International Inc. was
+        incorporated in 1987 and is headquartered in New York, New York.\",\n  \"ceo\"
+        : \"Mr. Andre Calantzopoulos\",\n  \"sector\" : \"Consumer Defensive\",\n
+        \ \"country\" : \"US\",\n  \"fullTimeEmployees\" : \"69600\",\n  \"phone\"
+        : \"19176632000\",\n  \"address\" : \"120 Park Ave\",\n  \"city\" : \"New
+        York City\",\n  \"state\" : \"NEW YORK\",\n  \"zip\" : \"10017-5592\",\n  \"dcfDiff\"
+        : 2.8876,\n  \"dcf\" : 93.0676,\n  \"image\" : \"https://financialmodelingprep.com/image-stock/PM.png\",\n
+        \ \"ipoDate\" : \"2008-03-17\",\n  \"defaultImage\" : false,\n  \"isEtf\"
+        : false,\n  \"isActivelyTrading\" : true,\n  \"isAdr\" : false,\n  \"isFund\"
+        : false\n} ]"
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+      Access-Control-Max-Age:
+      - '3600'
+      Connection:
+      - close
+      Content-Type:
+      - application/json;charset=UTF-8
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+      - Mon, 18 Jul 2022 09:04:39 GMT
+      Server:
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+      Transfer-Encoding:
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+      - Accept-Encoding
+      X-Frame-Options:
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+    status:
+      code: 200
+      message: ''
+version: 1

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[False-display_quote-kwargs_dict1].yaml

@@ -11,15 +11,15 @@ interactions:
   response:
     body:
       string: "[ {\n  \"symbol\" : \"PM\",\n  \"name\" : \"Philip Morris International
-        Inc.\",\n  \"price\" : 101.15000000,\n  \"changesPercentage\" : 0.64676800,\n
-        \ \"change\" : 0.65000200,\n  \"dayLow\" : 99.65000000,\n  \"dayHigh\" : 101.74000000,\n
+        Inc.\",\n  \"price\" : 90.18000000,\n  \"changesPercentage\" : 0.62485800,\n
+        \ \"change\" : 0.55999800,\n  \"dayLow\" : 89.67000000,\n  \"dayHigh\" : 91.18000000,\n
         \ \"yearHigh\" : 112.48000000,\n  \"yearLow\" : 85.64000000,\n  \"marketCap\"
-        : 156793618432.00000000,\n  \"priceAvg50\" : 98.67640000,\n  \"priceAvg200\"
-        : 98.46685000,\n  \"volume\" : 5077019,\n  \"avgVolume\" : 6351306,\n  \"exchange\"
-        : \"NYSE\",\n  \"open\" : 100.68000000,\n  \"previousClose\" : 100.50000000,\n
-        \ \"eps\" : 5.78000000,\n  \"pe\" : 17.50000000,\n  \"earningsAnnouncement\"
-        : \"2022-07-21T12:30:00.000+0000\",\n  \"sharesOutstanding\" : 1550109920,\n
-        \ \"timestamp\" : 1653145687\n} ]"
+        : 139788910592.00000000,\n  \"priceAvg50\" : 100.93280000,\n  \"priceAvg200\"
+        : 98.19670000,\n  \"volume\" : 5170940,\n  \"avgVolume\" : 5486803,\n  \"exchange\"
+        : \"NYSE\",\n  \"open\" : 90.71000000,\n  \"previousClose\" : 89.62000000,\n
+        \ \"eps\" : 5.78000000,\n  \"pe\" : 15.60207600,\n  \"earningsAnnouncement\"
+        : \"2022-07-21T12:30:00.000+0000\",\n  \"sharesOutstanding\" : 1550109898,\n
+        \ \"timestamp\" : 1658135080\n} ]"
     headers:
       Access-Control-Allow-Headers:
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@@ -34,7 +34,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:07 GMT
+      - Mon, 18 Jul 2022 09:04:40 GMT
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       Transfer-Encoding:

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_balance_sheet-kwargs_dict5].yaml

@@ -482,13 +482,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:04 GMT
+      - Mon, 18 Jul 2022 09:04:36 GMT
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       Transfer-Encoding:
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       Vary:
       - Accept-Encoding
+      X-Frame-Options:
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     status:
       code: 200
       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_cash_flow-kwargs_dict6].yaml

@@ -377,13 +377,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:04 GMT
+      - Mon, 18 Jul 2022 09:04:37 GMT
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_discounted_cash_flow-kwargs_dict3].yaml

@@ -10,8 +10,8 @@ interactions:
     uri: https://financialmodelingprep.com/api/v3/discounted-cash-flow/PM?apikey=MOCK_API_KEY&limit=0&period=annual
   response:
     body:
-      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2022-05-21\",\n  \"dcf\"
-        : 104.03760436737315,\n  \"Stock Price\" : 101.15\n} ]"
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"date\" : \"2022-07-19\",\n  \"dcf\"
+        : 93.83760436737316,\n  \"Stock Price\" : 90.95\n} ]"
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@@ -26,7 +26,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:02 GMT
+      - Tue, 19 Jul 2022 18:55:02 GMT
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       Content-Type:
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       Date:
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_enterprise-kwargs_dict2].yaml

@@ -74,7 +74,7 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sat, 21 May 2022 15:08:02 GMT
+      - Mon, 18 Jul 2022 09:04:34 GMT
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_financial_ratios-kwargs_dict8].yaml

@@ -496,13 +496,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
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+      - Mon, 18 Jul 2022 09:04:38 GMT
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       Transfer-Encoding:
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_financial_statement_growth-kwargs_dict9].yaml

@@ -409,7 +409,7 @@ interactions:
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_income_statement-kwargs_dict4].yaml

@@ -346,13 +346,15 @@ interactions:
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_key_metrics-kwargs_dict7].yaml

@@ -460,7 +460,7 @@ interactions:
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tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_profile-kwargs_dict0].yaml

@@ -0,0 +1,69 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Connection:
+      - close
+      Host:
+      - financialmodelingprep.com
+    method: GET
+    uri: https://financialmodelingprep.com/api/v3/profile/PM?apikey=MOCK_API_KEY
+  response:
+    body:
+      string: "[ {\n  \"symbol\" : \"PM\",\n  \"price\" : 90.18,\n  \"beta\" : 0.681566,\n
+        \ \"volAvg\" : 5486803,\n  \"mktCap\" : 139788910592,\n  \"lastDiv\" : 5.0,\n
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+        \ \"exchange\" : \"New York Stock Exchange\",\n  \"exchangeShortName\" : \"NYSE\",\n
+        \ \"industry\" : \"Tobacco\",\n  \"website\" : \"https://www.pmi.com\",\n
+        \ \"description\" : \"Philip Morris International Inc. operates as a tobacco
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+        are sold in markets outside the United States. The company offers its smoke-free
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+      Access-Control-Allow-Origin:
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+      message: ''
+version: 1

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_check_output[True-display_quote-kwargs_dict1].yaml

@@ -11,15 +11,15 @@ interactions:
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-        : 102.48000000,\n  \"eps\" : 5.83000000,\n  \"pe\" : 17.11835500,\n  \"earningsAnnouncement\"
-        : \"2022-04-21T12:30:00.000+0000\",\n  \"sharesOutstanding\" : 1549830033,\n
-        \ \"timestamp\" : 1646577873\n} ]"
+        Inc.\",\n  \"price\" : 90.18000000,\n  \"changesPercentage\" : 0.62485800,\n
+        \ \"change\" : 0.55999800,\n  \"dayLow\" : 89.67000000,\n  \"dayHigh\" : 91.18000000,\n
+        \ \"yearHigh\" : 112.48000000,\n  \"yearLow\" : 85.64000000,\n  \"marketCap\"
+        : 139788910592.00000000,\n  \"priceAvg50\" : 100.93280000,\n  \"priceAvg200\"
+        : 98.19670000,\n  \"volume\" : 5170940,\n  \"avgVolume\" : 5486803,\n  \"exchange\"
+        : \"NYSE\",\n  \"open\" : 90.71000000,\n  \"previousClose\" : 89.62000000,\n
+        \ \"eps\" : 5.78000000,\n  \"pe\" : 15.60207600,\n  \"earningsAnnouncement\"
+        : \"2022-07-21T12:30:00.000+0000\",\n  \"sharesOutstanding\" : 1550109898,\n
+        \ \"timestamp\" : 1658135074\n} ]"
     headers:
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@@ -34,13 +34,15 @@ interactions:
       Content-Type:
       - application/json;charset=UTF-8
       Date:
-      - Sun, 06 Mar 2022 14:44:33 GMT
+      - Mon, 18 Jul 2022 09:04:34 GMT
       Server:
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       Transfer-Encoding:
       - chunked
       Vary:
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+      X-Frame-Options:
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     status:
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       message: ''

tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_fmp_view/test_valinvest_score.yaml

@@ -91,7 +91,7 @@ interactions:
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