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Code Issues Packages Projects Releases Wiki Activity

Fixes #3873 and adds generic naming to financial statements (#4142)

Browse Source 
* Fix plotting error

I choose to fix it by removing the denomination transform, since it doesn't affect the result (even when fixed).

* Add generic naming to financial statements, except for EODHD source

* Fix linting

* Fix linting

* Fix bugs

* Fix linting

* Handle invalid plot options for sources

* Fix linting

* Fix linting

* Some tests

* more tests

---------

Co-authored-by: James Maslek <jmaslek11@gmail.com>
This commit is contained in:
northern-64bit
2023-02-21 00:29:27 +01:00
committed by GitHub
parent 6e5b3998c5
commit 33e79a2aaa
26 changed files with 1130 additions and 1308 deletions
Download Patch File Download Diff File Expand all files Collapse all files

84
openbb_terminal/stocks/fundamental_analysis/av_view.py
View File

@@ -11,14 +11,13 @@ from openbb_terminal.config_plot import PLOT_DPI
from openbb_terminal.config_terminal import theme
from openbb_terminal.decorators import check_api_key, log_start_end
from openbb_terminal.helper_funcs import (
camel_case_split,
export_data,
is_valid_axes_count,
plot_autoscale,
print_rich_table,
)
from openbb_terminal.helpers_denomination import transform as transform_by_denomination
from openbb_terminal.rich_config import console
from openbb_terminal.stocks import stocks_helper
from openbb_terminal.stocks.fundamental_analysis import av_model
logger = logging.getLogger(__name__)
@@ -122,26 +121,22 @@ def display_income_statement(
if df_income.empty:
return
df_income.index = [
stocks_helper.INCOME_PLOT["AlphaVantage"][i]
for i in [i.replace(" ", "_") for i in df_income.index.str.lower()]
]
if plot:
rows_plot = len(plot)
income_plot_data = df_income.transpose()
income_plot_data.columns = income_plot_data.columns.str.lower()
if not ratios:
(df_rounded, denomination) = transform_by_denomination(income_plot_data)
if denomination == "Units":
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()
income_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ')} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -149,14 +144,13 @@ def display_income_statement(
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}")
axes[i].plot(income_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ')}")
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
# Snake case to english
df_income.index = [x.replace("_", " ").title() for x in df_income.index]
print_rich_table(
df_income,
@@ -213,26 +207,22 @@ def display_balance_sheet(
if df_balance.empty:
return
df_balance.index = [
stocks_helper.BALANCE_PLOT["AlphaVantage"][i]
for i in [i.replace(" ", "_") for i in df_balance.index.str.lower()]
]
if plot:
rows_plot = len(plot)
balance_plot_data = df_balance.transpose()
balance_plot_data.columns = balance_plot_data.columns.str.lower()
if not ratios:
(df_rounded, denomination) = transform_by_denomination(balance_plot_data)
if denomination == "Units":
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()
balance_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ')} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -240,15 +230,14 @@ def display_balance_sheet(
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}")
axes[i].plot(balance_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ')}")
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
# Snake case to english
df_balance.index = [x.replace("_", " ").title() for x in df_balance.index]
print_rich_table(
df_balance,
@@ -303,26 +292,22 @@ def display_cash_flow(
if df_cash.empty:
return
df_cash.index = [
stocks_helper.CASH_PLOT["AlphaVantage"][i]
for i in [i.replace(" ", "_") for i in df_cash.index.str.lower()]
]
if plot:
rows_plot = len(plot)
cash_plot_data = df_cash.transpose()
cash_plot_data.columns = cash_plot_data.columns.str.lower()
if not ratios:
(df_rounded, denomination) = transform_by_denomination(cash_plot_data)
if denomination == "Units":
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()
cash_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ')} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -330,15 +315,14 @@ def display_cash_flow(
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}")
axes[i].plot(cash_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ')}")
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
# Snake case to english
df_cash.index = [x.replace("_", " ").title() for x in df_cash.index]
print_rich_table(
df_cash,

18
openbb_terminal/stocks/fundamental_analysis/fa_controller.py
View File

@@ -886,7 +886,7 @@ class FundamentalAnalysisController(StockBaseController):
"--plot",
action="store",
metavar="column",
choices=stocks_helper.INCOME_PLOT[self.default_income],
choices=stocks_helper.INCOME_PLOT_CHOICES,
type=str,
default=None,
dest="plot",
@@ -910,6 +910,10 @@ class FundamentalAnalysisController(StockBaseController):
"[red]Quarterly data currently unavailable for yfinance"
", showing yearly.[/red]\n"
)
if stocks_helper.verify_plot_options(
"income", ns_parser.source, ns_parser.plot
):
return
if ns_parser.source == "AlphaVantage":
av_view.display_income_statement(
symbol=self.ticker,
@@ -1024,7 +1028,7 @@ class FundamentalAnalysisController(StockBaseController):
"-p",
"--plot",
action="store",
choices=stocks_helper.BALANCE_PLOT[self.default_balance],
choices=stocks_helper.BALANCE_PLOT_CHOICES,
type=str,
metavar="column",
default=None,
@@ -1047,6 +1051,10 @@ class FundamentalAnalysisController(StockBaseController):
if ns_parser.source == "YahooFinance" and ns_parser.b_quarter:
text = "Quarterly data currently unavailable for yfinance"
console.print(f"[red]{text}, showing yearly.[/red]\n")
if stocks_helper.verify_plot_options(
"balance", ns_parser.source, ns_parser.plot
):
return
if ns_parser.source == "AlphaVantage":
av_view.display_balance_sheet(
symbol=self.ticker,
@@ -1169,7 +1177,7 @@ class FundamentalAnalysisController(StockBaseController):
"--plot",
action="store",
type=str,
choices=stocks_helper.CASH_PLOT[self.default_cash],
choices=stocks_helper.CASH_PLOT_CHOICES,
metavar="column",
default=None,
dest="plot",
@@ -1190,6 +1198,10 @@ class FundamentalAnalysisController(StockBaseController):
if ns_parser.source == "YahooFinance" and ns_parser.b_quarter:
text = "Quarterly data currently unavailable for yfinance"
console.print(f"[red]{text}, showing yearly.[/red]\n")
if stocks_helper.verify_plot_options(
"cash", ns_parser.source, ns_parser.plot
):
return
if ns_parser.source == "AlphaVantage":
av_view.display_cash_flow(
symbol=self.ticker,

3
openbb_terminal/stocks/fundamental_analysis/fmp_model.py
View File

@@ -245,6 +245,7 @@ def get_income(
df_fa = df_fa.iloc[:, 0:limit]
df_fa_c = clean_metrics_df(df_fa, num=limit)
df_fa.index = df_fa_c.index
return df_fa_c if not plot else df_fa
@@ -316,6 +317,7 @@ def get_balance(
df_fa = df_fa.iloc[:, 0:limit]
df_fa_c = clean_metrics_df(df_fa, num=limit)
df_fa.index = df_fa_c.index
return df_fa_c if not plot else df_fa
@@ -384,6 +386,7 @@ def get_cash(
df_fa = df_fa.iloc[:, 0:limit]
df_fa_c = clean_metrics_df(df_fa, num=limit)
df_fa.index = df_fa_c.index
return df_fa_c if not plot else df_fa

100
openbb_terminal/stocks/fundamental_analysis/fmp_view.py
View File

@@ -12,8 +12,8 @@ from openbb_terminal.config_plot import PLOT_DPI
from openbb_terminal.config_terminal import theme
from openbb_terminal.decorators import check_api_key, log_start_end
from openbb_terminal.helper_funcs import export_data, plot_autoscale, print_rich_table
from openbb_terminal.helpers_denomination import transform as transform_by_denomination
from openbb_terminal.rich_config import console
from openbb_terminal.stocks import stocks_helper
from openbb_terminal.stocks.fundamental_analysis import fmp_model
logger = logging.getLogger(__name__)
@@ -233,26 +233,23 @@ def display_income_statement(
income = fmp_model.get_income(symbol, limit, quarterly, ratios, bool(plot))
if not income.empty:
income.index = [
stocks_helper.INCOME_PLOT["FinancialModelingPrep"][i]
for i in [i.replace(" ", "_") for i in income.index.str.lower()]
]
if plot:
income_plot_data = income[income.columns[::-1]]
rows_plot = len(plot)
income_plot_data = income_plot_data.transpose()
income_plot_data.columns = income_plot_data.columns.str.lower()
if not ratios:
(df_rounded, denomination) = transform_by_denomination(income_plot_data)
if denomination == "Units":
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()
income_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
f"{plot[0].replace('_', ' ').title()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ').title()} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -260,14 +257,18 @@ def display_income_statement(
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}")
axes[i].plot(income_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ').title()}")
theme.style_primary_axis(axes[0])
fig.autofmt_xdate()
else:
income = income[income.columns[::-1]]
# Snake case to english
income.index = income.index.to_series().apply(
lambda x: x.replace("_", " ").title()
)
print_rich_table(
income.drop(index=["Final link", "Link"]),
income.drop(index=["Final Link", "Link"]),
headers=list(income.columns),
title=f"{symbol.upper()} Income Statement"
if not ratios
@@ -277,7 +278,7 @@ def display_income_statement(
pd.set_option("display.max_colwidth", None)
console.print(income.loc["Final link"].to_frame().to_string())
console.print(income.loc["Final Link"].to_frame().to_string())
console.print()
console.print(income.loc["Link"].to_frame().to_string())
console.print()
@@ -326,29 +327,23 @@ def display_balance_sheet(
balance = fmp_model.get_balance(symbol, limit, quarterly, ratios, bool(plot))
if not balance.empty:
balance.index = [
stocks_helper.BALANCE_PLOT["FinancialModelingPrep"][i]
for i in [i.replace(" ", "_") for i in balance.index.str.lower()]
]
if plot:
balance_plot_data = balance[balance.columns[::-1]]
rows_plot = len(plot)
balance_plot_data = balance_plot_data.transpose()
balance_plot_data.columns = balance_plot_data.columns.str.lower()
if not ratios:
(df_rounded, denomination) = transform_by_denomination(
balance_plot_data
)
if denomination == "Units":
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()
balance_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
f"{plot[0].replace('_', ' ').title()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ').title()} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -356,14 +351,18 @@ def display_balance_sheet(
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}")
axes[i].plot(balance_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ').title()}")
theme.style_primary_axis(axes[0])
fig.autofmt_xdate()
else:
balance = balance[balance.columns[::-1]]
# Snake case to english
balance.index = balance.index.to_series().apply(
lambda x: x.replace("_", " ").title()
)
print_rich_table(
balance.drop(index=["Final link", "Link"]),
balance.drop(index=["Final Link", "Link"]),
headers=list(balance.columns),
title=f"{symbol.upper()} Balance Sheet",
show_index=True,
@@ -371,7 +370,7 @@ def display_balance_sheet(
pd.set_option("display.max_colwidth", None)
console.print(balance.loc["Final link"].to_frame().to_string())
console.print(balance.loc["Final Link"].to_frame().to_string())
console.print()
console.print(balance.loc["Link"].to_frame().to_string())
console.print()
@@ -420,27 +419,23 @@ def display_cash_flow(
cash = fmp_model.get_cash(symbol, limit, quarterly, ratios, bool(plot))
if not cash.empty:
cash.index = [
stocks_helper.CASH_PLOT["FinancialModelingPrep"][i]
for i in [i.replace(" ", "_") for i in cash.index.str.lower()]
]
if plot:
cash_plot_data = cash[cash.columns[::-1]]
rows_plot = len(plot)
cash_plot_data = cash_plot_data.transpose()
cash_plot_data.columns = cash_plot_data.columns.str.lower()
if not ratios:
(df_rounded, denomination) = transform_by_denomination(cash_plot_data)
if denomination == "Units":
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()
cash_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
f"{plot[0].replace('_', ' ').title()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ').title()} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -448,14 +443,19 @@ def display_cash_flow(
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}")
axes[i].plot(cash_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ').title()}")
theme.style_primary_axis(axes[0])
fig.autofmt_xdate()
else:
cash = cash[cash.columns[::-1]]
# Snake case to english
cash.index = cash.index.to_series().apply(
lambda x: x.replace("_", " ").title()
)
print_rich_table(
cash.drop(index=["Final link", "Link"]),
cash.drop(index=["Final Link", "Link"]),
headers=list(cash.columns),
title=f"{symbol.upper()} Cash Flow",
show_index=True,
@@ -463,7 +463,7 @@ def display_cash_flow(
pd.set_option("display.max_colwidth", None)
console.print(cash.loc["Final link"].to_frame().to_string())
console.print(cash.loc["Final Link"].to_frame().to_string())
console.print()
console.print(cash.loc["Link"].to_frame().to_string())
console.print()

40
openbb_terminal/stocks/fundamental_analysis/polygon_view.py
View File

@@ -15,7 +15,7 @@ from openbb_terminal.helper_funcs import (
plot_autoscale,
print_rich_table,
)
from openbb_terminal.helpers_denomination import transform as transform_by_denomination
from openbb_terminal.stocks import stocks_helper
from openbb_terminal.stocks.fundamental_analysis import polygon_model
logger = logging.getLogger(__name__)
@@ -67,32 +67,34 @@ def display_fundamentals(
fundamentals = fundamentals.iloc[:, :limit]
fundamentals = fundamentals[fundamentals.columns[::-1]]
if statement == "income":
fundamentals.index = [
stocks_helper.INCOME_PLOT["Polygon"][i]
for i in [i.replace(" ", "_") for i in fundamentals.index.str.lower()]
]
elif statement == "balance":
fundamentals.index = [
stocks_helper.BALANCE_PLOT["Polygon"][i]
for i in [i.replace(" ", "_") for i in fundamentals.index.str.lower()]
]
elif statement == "cash":
fundamentals.index = [
stocks_helper.CASH_PLOT["Polygon"][i]
for i in [i.replace(" ", "_") for i in fundamentals.index.str.lower()]
]
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:
(df_rounded, denomination) = transform_by_denomination(
fundamentals_plot_data
)
if denomination == "Units":
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()
fundamentals_plot_data[plot[0]].plot()
title = (
f"{plot[0].replace('_', ' ').lower()} {'QoQ' if quarterly else 'YoY'} Growth of {symbol.upper()}"
if ratios
else f"{plot[0].replace('_', ' ')} of {symbol.upper()} {denomination}"
else f"{plot[0].replace('_', ' ')} of {symbol.upper()}"
)
plt.title(title)
theme.style_primary_axis(ax)
@@ -100,8 +102,8 @@ def display_fundamentals(
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}")
axes[i].plot(fundamentals_plot_data[plot[i]])
axes[i].set_title(f"{plot[i].replace('_', ' ')}")
theme.style_primary_axis(axes[0])
fig.autofmt_xdate()
else:

27
openbb_terminal/stocks/fundamental_analysis/yahoo_finance_view.py
View File

@@ -23,6 +23,7 @@ from openbb_terminal.helper_funcs import (
)
from openbb_terminal.helpers_denomination import transform as transform_by_denomination
from openbb_terminal.rich_config import console
from openbb_terminal.stocks import stocks_helper
from openbb_terminal.stocks.fundamental_analysis import yahoo_finance_model
logger = logging.getLogger(__name__)
@@ -377,16 +378,28 @@ def display_fundamentals(
fundamentals = yahoo_finance_model.get_financials(symbol, statement, ratios)
if statement == "balance-sheet":
title_str = "Balance Sheet"
elif statement == "financials":
title_str = "Income Statement"
elif statement == "cash-flow":
title_str = "Cash Flow Statement"
if fundamentals is None:
return
if statement == "balance-sheet":
title_str = "Balance Sheet"
fundamentals.index = [
stocks_helper.BALANCE_PLOT["YahooFinance"][i]
for i in [i.replace(" ", "_") for i in fundamentals.index.str.lower()]
]
elif statement == "financials":
title_str = "Income Statement"
fundamentals.index = [
stocks_helper.INCOME_PLOT["YahooFinance"][i]
for i in [i.replace(" ", "_") for i in fundamentals.index.str.lower()]
]
elif statement == "cash-flow":
title_str = "Cash Flow Statement"
fundamentals.index = [
stocks_helper.CASH_PLOT["YahooFinance"][i]
for i in [i.replace(" ", "_") for i in fundamentals.index.str.lower()]
]
if fundamentals.empty:
# The empty data frame error handling done in model
return

885
openbb_terminal/stocks/stock_statics.py
View File

@@ -64,368 +64,533 @@ market_coverage_suffix = {
}
INCOME_PLOT = {
"AlphaVantage": [
"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",
],
"YahooFinance": [
"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",
],
"FinancialModelingPrep": [
"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",
],
"AlphaVantage": {
"reportedcurrency": "reported_currency",
"grossprofit": "gross_profit",
"totalrevenue": "total_revenue",
"costofrevenue": "cost_of_revenue",
"costofgoodsandservicessold": "cost_of_goods_and_services_sold",
"operatingincome": "operating_income",
"sellinggeneralandadministrative": "selling_general_and_administrative",
"researchanddevelopment": "research_and_development_expenses",
"operatingexpenses": "operating_expenses",
"investmentincomenet": "investment_income_net",
"netinterestincome": "net_interest_income",
"interestincome": "interest_income",
"interestexpense": "interest_expense",
"noninterestincome": "revenue",
"othernonoperatingincome": "other_non_operating_income",
"depreciation": "depreciation",
"depreciationandamortization": "depreciation_and_amortization",
"incomebeforetax": "income_before_tax",
"incometaxexpense": "income_tax_expense",
"interestanddebtexpense": "interest_and_debt_expense",
"netincomefromcontinuingoperations": "net_income_from_continuing_operations",
"comprehensiveincomenetoftax": "comprehensive_income_net_of_tax",
"ebit": "ebit",
"ebitda": "ebitda",
"netincome": "net_income",
},
"Polygon": {
"cost_of_revenue": "cost_of_revenue",
"diluted_earnings_per_share": "diluted_earnings_per_share",
"costs_and_expenses": "costs_and_expenses",
"gross_profit": "gross_profit",
"nonoperating_income_loss": "non_operating_income_loss",
"operating_income_loss": "operating_income",
"participating_securities_distributed_and_undistributed_earnings_loss_basic": "participating_securities_"
"distributed_and_undistributed_ea"
"rnings_loss_basic",
"income_tax_expense_benefit": "income_tax_expense",
"income_tax_expense_benefit_current": "current_income_tax_expense",
"net_income_loss_attributable_to_parent": "net_income_loss_attributable_to_parent",
"net_income_loss": "net_income",
"income_tax_expense_benefit_deferred": "income_tax_expense_benefit_deferred",
"preferred_stock_dividends_and_other_adjustments": "preferred_stock_dividends_and_other_adjustments",
"operating_expenses": "operating_expenses",
"income_loss_from_continuing_operations_before_tax": "continuing_operations_net_income",
"net_income_loss_attributable_to_noncontrolling_interest": "net_income_loss_attributable_to_"
"non_controlling_interest",
"income_loss_from_continuing_operations_after_tax": "income_before_tax",
"revenues": "revenue",
"net_income_loss_available_to_common_stockholders_basic": "net_income_available_to_common_shareholders",
"benefits_costs_expenses": "benefits_costs_expenses",
"basic_earnings_per_share": "basic_earnings_per_share",
"interest_expense_operating": "income_tax_expense",
"income_loss_before_equity_method_investments": "income_loss_before_equity_method_investments",
"cost_of_revenue_goods": "cost_of_revenue_goods",
},
"YahooFinance": {
"total_revenue": "total_revenue",
"cost_of_revenue": "cost_of_revenue",
"gross_profit": "gross_profit",
"research_development": "research_and_development_expenses",
"selling_general_and_administrative": "selling_general_and_administrative",
"total_operating_expenses": "operating_expenses",
"operating_income_or_loss": "operating_income",
"interest_expense": "interest_expense",
"total_other_income/expenses_net": "other_non_operating_income",
"income_before_tax": "income_before_tax",
"income_tax_expense": "income_tax_expense",
"income_from_continuing_operations": "net_income_from_continuing_operations",
"net_income": "net_income",
"net_income_available_to_common_shareholders": "net_income_available_to_common_shareholders",
"basic_eps": "basic_earnings_per_share",
"diluted_eps": "diluted_earnings_per_share",
"basic_average_shares": "basic_average_shares",
"diluted_average_shares": "diluted_average_shares",
"ebitda": "ebitda",
},
"FinancialModelingPrep": {
"reported_currency": "reported_currency",
"cik": "cik",
"filling_date": "filling_date",
"accepted_date": "accepted_date",
"calendar_year": "calendar_year",
"period": "period",
"revenue": "revenue",
"cost_of_revenue": "cost_of_revenue",
"gross_profit": "gross_profit",
"gross_profit_ratio": "gross_profit_ratio",
"research_and_development_expenses": "research_and_development_expenses",
"general_and_administrative_expenses": "general_and_administrative_expenses",
"selling_and_marketing_expenses": "selling_and_marketing_expenses",
"selling_general_and_administrative_expenses": "selling_general_and_administrative",
"other_expenses": "other_expenses",
"operating_expenses": "operating_expenses",
"cost_and_expenses": "costs_and_expenses",
"interest_income": "interest_income",
"interest_expense": "interest_expense",
"depreciation_and_amortization": "depreciation_and_amortization",
"ebitda": "ebitda",
"ebitdaratio": "ebitda_ratio",
"operating_income": "operating_income",
"operating_income_ratio": "operating_income_ratio",
"total_other_income_expenses_net": "non_operating_income_loss",
"income_before_tax": "income_before_tax",
"income_before_tax_ratio": "income_before_tax_ratio",
"income_tax_expense": "income_tax_expense",
"net_income": "net_income",
"net_income_ratio": "net_income_ratio",
"eps": "basic_earnings_per_share",
"epsdiluted": "diluted_earnings_per_share",
"weighted_average_shs_out": "basic_average_shares",
"weighted_average_shs_out_dil": "diluted_average_shares",
"link": "link",
"final_link": "final_link",
},
}
INCOME_PLOT_CHOICES = [
"gross_profit",
"total_revenue",
"cost_of_revenue",
"cost_of_goods_and_services_sold",
"operating_income",
"selling_general_and_administrative",
"research_and_development_expenses",
"operating_expenses",
"investment_income_net",
"net_interest_income",
"interest_income",
"interest_expense",
"revenue",
"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",
"diluted_earnings_per_share",
"costs_and_expenses",
"non_operating_income_loss",
"participating_securities_distributed_and_undistributed_earnings_loss_basic",
"net_income_loss_attributable_to_parent",
"income_tax_expense_benefit_deferred",
"preferred_stock_dividends_and_other_adjustments",
"net_income_loss_attributable_to_non_controlling_interest",
"continuing_operations_net_income",
"income_before_tax",
"net_income_available_to_common_shareholders",
"benefits_costs_expenses",
"basic_earnings_per_share",
"income_loss_before_equity_method_investments",
"basic_average_shares",
"diluted_average_shares",
"gross_profit_ratio",
"general_and_administrative_expenses",
"selling_and_marketing_expenses",
"other_expenses",
"ebitda_ratio",
"operating_income_ratio",
"income_before_tax_ratio",
"net_income_ratio",
"current_income_tax_expense",
]
BALANCE_PLOT = {
"AlphaVantage": [
"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",
],
"YahooFinance": [
"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",
],
"FinancialModelingPrep": [
"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",
],
"AlphaVantage": {
"reportedcurrency": "reported_currency",
"totalassets": "total_assets",
"totalcurrentassets": "total_current_assets",
"cashandcashequivalentsatcarryingvalue": "cash_and_cash_equivalents",
"cashandshortterminvestments": "cash_and_short_term_investments",
"inventory": "inventory",
"currentnetreceivables": "net_receivables",
"totalnoncurrentassets": "total_non_current_assets",
"propertyplantequipment": "property_plant_equipment",
"accumulateddepreciationamortizationppe": "accumulated_depreciation_amortization_ppe",
"intangibleassets": "intangible_assets",
"intangibleassetsexcludinggoodwill": "intangible_assets_excluding_goodwill",
"goodwill": "goodwill",
"investments": "investments",
"longterminvestments": "long_term_investments",
"shortterminvestments": "short_term_investments",
"othercurrentassets": "other_current_assets",
"othernoncurrentassets": "other_non_current_assets",
"totalliabilities": "total_liabilities",
"totalcurrentliabilities": "total_current_liabilities",
"currentaccountspayable": "current_accounts_payable",
"deferredrevenue": "deferred_revenue",
"currentdebt": "current_debt",
"shorttermdebt": "short_term_debt",
"totalnoncurrentliabilities": "total_non_current_liabilities",
"capitalleaseobligations": "capital_lease_obligations",
"longtermdebt": "long_term_debt",
"currentlongtermdebt": "current_long_term_debt",
"longtermdebtnoncurrent": "long_term_debt_non_current",
"shortlongtermdebttotal": "short_long_term_debt_total",
"othercurrentliabilities": "other_current_liabilities",
"othernoncurrentliabilities": "other_non_current_liabilities",
"totalshareholderequity": "total_shareholder_equity",
"treasurystock": "treasury_stock",
"retainedearnings": "retained_earnings",
"commonstock": "common_stock",
"commonstocksharesoutstanding": "common_stock_shares_outstanding",
},
"Polygon": {
"equity_attributable_to_noncontrolling_interest": "equity_attributable_to_non_controlling_interest",
"liabilities": "total_liabilities",
"noncurrent_assets": "total_non_current_assets",
"equity": "equity",
"assets": "total_assets",
"current_assets": "total_current_assets",
"equity_attributable_to_parent": "equity_attributable_to_parent",
"current_liabilities": "total_current_liabilities",
"noncurrent_liabilities": "total_non_current_liabilities",
"fixed_assets": "fixed_assets",
"other_than_fixed_noncurrent_assets": "other_than_fixed_non_current_assets",
"liabilities_and_equity": "liabilities_and_equity",
},
"YahooFinance": {
"cash_and_cash_equivalents": "cash_and_cash_equivalents",
"other_short-term_investments": "short_term_investments",
"total_cash": "cash_and_short_term_investments",
"net_receivables": "net_receivables",
"inventory": "inventory",
"other_current_assets": "other_current_assets",
"total_current_assets": "total_current_assets",
"gross_property, plant_and_equipment": "gross_property, plant_and_equipment",
"accumulated_depreciation": "accumulated_depreciation_amortization_ppe",
"net_property, plant_and_equipment": "property_plant_equipment",
"equity_and_other_investments": "long_term_investments",
"other_long-term_assets": "other_non_currrent_assets",
"total_non-current_assets": "total_non_current_assets",
"total_assets": "total_assets",
"current_debt": "current_debt",
"accounts_payable": "current_accounts_payable",
"deferred_revenues": "deferred_revenue",
"other_current_liabilities": "other_current_liabilities",
"total_current_liabilities": "total_current_liabilities",
"long-term_debt": "long_term_debt",
"deferred_tax_liabilities": "deferred_tax_liabilities",
"other_long-term_liabilities": "other_non_current_liabilities",
"total_non-current_liabilities": "total_non_current_liabilities",
"total_liabilities": "total_liabilities",
"common_stock": "common_stock",
"retained_earnings": "retained_earnings",
"accumulated_other_comprehensive_income": "accumulated_other_comprehensive_income",
"total_stockholders'_equity": "total_shareholder_equity",
"total_liabilities_and_stockholders'_equity": "total_liabilities_and_stockholders_equity",
},
"FinancialModelingPrep": {
"reported_currency": "reported_currency",
"cik": "cik",
"filling_date": "filing_date",
"accepted_date": "accepted_date",
"calendar_year": "calendar_year",
"period": "period",
"cash_and_cash_equivalents": "cash_and_cash_equivalents",
"short_term_investments": "short_term_investments",
"cash_and_short_term_investments": "cash_and_short_term_investments",
"net_receivables": "net_receivables",
"inventory": "inventory",
"other_current_assets": "other_current_assets",
"total_current_assets": "total_current_assets",
"property_plant_equipment_net": "property_plant_equipment",
"goodwill": "goodwill",
"intangible_assets": "intangible_assets_excluding_goodwill",
"goodwill_and_intangible_assets": "intangible_assets",
"long_term_investments": "long_term_investments",
"tax_assets": "tax_assets",
"other_non_current_assets": "other_non_currrent_assets",
"total_non_current_assets": "total_non_current_assets",
"other_assets": "other_assets",
"total_assets": "total_assets",
"account_payables": "current_accounts_payable",
"short_term_debt": "current_debt",
"tax_payables": "tax_payables",
"deferred_revenue": "deferred_revenue",
"other_current_liabilities": "other_non_current_liabilities",
"total_current_liabilities": "total_current_liabilities",
"long_term_debt": "long_term_debt_non_current",
"deferred_revenue_non_current": "deferred_revenue_non_current",
"deferred_tax_liabilities_non_current": "deferred_tax_liabilities",
"other_non_current_liabilities": "other_non_current_liabilities",
"total_non_current_liabilities": "total_non_current_liabilities",
"other_liabilities": "other_liabilities",
"capital_lease_obligations": "capital_lease_obligations",
"total_liabilities": "total_liabilities",
"preferred_stock": "preferred_stock",
"common_stock": "common_stock",
"retained_earnings": "retained_earnings",
"accumulated_other_comprehensive_income_loss": "accumulated_other_comprehensive_income",
"othertotal_stockholders_equity": "other_total_stockholders_equity",
"total_stockholders_equity": "total_shareholder_equity",
"total_liabilities_and_stockholders_equity": "total_liabilities_and_stockholders_equity",
"minority_interest": "equity_attributable_to_non_controlling_interest",
"total_equity": "equity",
"total_liabilities_and_total_equity": "liabilities_and_equity",
"total_investments": "total_investments",
"total_debt": "total_debt",
"net_debt": "net_debt",
"link": "link",
"final_link": "final_link",
},
}
BALANCE_PLOT_CHOICES = [
"total_assets",
"total_current_assets",
"cash_and_cash_equivalents",
"cash_and_short_term_investments",
"inventory",
"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",
"equity_attributable_to_non_controlling_interest",
"equity_attributable_to_parent",
"fixed_assets",
"other_than_fixed_non_current_assets",
"liabilities_and_equity",
"equity",
"gross_property,",
"plant_and_equipment",
"tax_payables",
"other_assets",
"tax_assets",
"deferred_revenue_non_current",
"deferred_tax_liabilities",
"other_liabilities",
"preferred_stock",
"accumulated_other_comprehensive_income",
"other_total_stockholders_equity",
"total_liabilities_and_stockholders_equity",
"total_investments",
"total_debt",
"net_debt",
]
CASH_PLOT = {
"AlphaVantage": [
"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",
],
"YahooFinance": [
"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",
],
"FinancialModelingPrep": [
"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",
],
"AlphaVantage": {
"reportedcurrency": "reported_currency",
"operatingcashflow": "operating_cash_flow",
"paymentsforoperatingactivities": "payments_for_operating_activities",
"proceedsfromoperatingactivities": "proceeds_from_operating_activities",
"changeinoperatingliabilities": "change_in_operating_liabilities",
"changeinoperatingassets": "change_in_operating_assets",
"depreciationdepletionandamortization": "depreciation_depletion_and_amortization",
"capitalexpenditures": "capital_expenditure",
"changeinreceivables": "change_in_receivables",
"changeininventory": "inventory",
"profitloss": "profit_loss",
"cashflowfrominvestment": "cash_flow_from_investment",
"cashflowfromfinancing": "cash_flow_from_financing",
"proceedsfromrepaymentsofshorttermdebt": "proceeds_from_repayments_of_short_term_debt",
"paymentsforrepurchaseofcommonstock": "common_stock_repurchased",
"paymentsforrepurchaseofequity": "payments_for_repurchase_of_equity",
"paymentsforrepurchaseofpreferredstock": "payments_for_repurchase_of_preferred_stock",
"dividendpayout": "dividends_paid",
"dividendpayoutcommonstock": "dividend_payout_common_stock",
"dividendpayoutpreferredstock": "dividend_payout_preferred_stock",
"proceedsfromissuanceofcommonstock": "common_stock_issued",
"proceedsfromissuanceoflongtermdebtandcapitalsecuritiesnet": "proceeds_from_issuance_of_long_term_",
"proceedsfromissuanceofpreferredstock": "proceeds_from_issuance_of_preferred_stock",
"proceedsfromrepurchaseofequity": "proceeds_from_repurchase_of_equity",
"proceedsfromsaleoftreasurystock": "proceeds_from_sale_of_treasury_stock",
"changeincashandcashequivalents": "net_change_in_cash",
"changeinexchangerate": "change_in_exchange_rate",
"netincome": "net_income",
},
"Polygon": {
"net_cash_flow_from_financing_activities_continuing": "net_cash_flow_from_financing_activities_continuing",
"net_cash_flow_continuing": "net_cash_flow_continuing",
"net_cash_flow_from_investing_activities": "cash_flow_from_investment",
"net_cash_flow": "net_change_in_cash",
"net_cash_flow_from_operating_activities": "operating_cash_flow",
"net_cash_flow_from_financing_activities": "cash_flow_from_financing",
"net_cash_flow_from_operating_activities_continuing": "net_cash_provided_by_operating_activities",
"net_cash_flow_from_investing_activities_continuing": "net_cash_flow_from_investing_activities_continuing",
"exchange_gains_losses": "change_in_exchange_rate",
},
"YahooFinance": {
"net_income": "net_income",
"depreciation_&_amortisation": "depreciation_and_amortization",
"deferred_income_taxes": "deferred_income_taxes",
"stock-based_compensation": "stock_based_compensation",
"change_in_working_capital": "change_in_working_capital",
"accounts_receivable": "change_in_receivables",
"inventory": "inventory",
"accounts_payable": "accounts_payable",
"other_working_capital": "other_working_capital",
"other_non-cash_items": "other_non_cash_items",
"net_cash_provided_by_operating_activities": "net_cash_provided_by_operating_activities",
"investments_in_property, plant_and_equipment": "investments_in_property_plant_and_equipment",
"acquisitions, net": "acquisitions_net",
"purchases_of_investments": "purchases_of_investments",
"sales/maturities_of_investments": "sales_maturities_of_investments",
"other_investing_activities": "other_investing_activities",
"net_cash_used_for_investing_activities": "cash_flow_from_investment",
"debt_repayment": "debt_repayment",
"common_stock_issued": "common_stock_issued",
"common_stock_repurchased": "common_stock_repurchased",
"dividends_paid": "dividends_paid",
"other_financing_activities": "other_financing_activities",
"net_cash_used_provided_by_(used_for)_financing_activities": "cash_flow_from_financing",
"net_change_in_cash": "net_change_in_cash",
"cash_at_beginning_of_period": "cash_at_beginning_of_period",
"cash_at_end_of_period": "cash_at_end_of_period",
"operating_cash_flow": "operating_cash_flow",
"capital_expenditure": "capital_expenditure",
"free_cash_flow": "free_cash_flow",
},
"FinancialModelingPrep": {
"reported_currency": "reported_currency",
"cik": "cik",
"filling_date": "filling_date",
"accepted_date": "accepted_date",
"calendar_year": "calendar_year",
"period": "period",
"net_income": "net_income",
"depreciation_and_amortization": "depreciation_and_amortization",
"deferred_income_tax": "deferred_income_taxes",
"stock_based_compensation": "stock_based_compensation",
"change_in_working_capital": "change_in_working_capital",
"accounts_receivables": "change_in_receivables",
"inventory": "inventory",
"accounts_payables": "accounts_payable",
"other_working_capital": "other_working_capital",
"other_non_cash_items": "other_non_cash_items",
"net_cash_provided_by_operating_activities": "net_cash_provided_by_operating_activities",
"investments_in_property_plant_and_equipment": "investments_in_property_plant_and_equipment",
"acquisitions_net": "acquisitions_net",
"purchases_of_investments": "purchases_of_investments",
"sales_maturities_of_investments": "sales_maturities_of_investments",
"other_investing_activites": "other_investing_activities",
"net_cash_used_for_investing_activites": "cash_flow_from_investment",
"debt_repayment": "debt_repayment",
"common_stock_issued": "common_stock_issued",
"common_stock_repurchased": "common_stock_repurchased",
"dividends_paid": "dividends_paid",
"other_financing_activites": "other_financing_activities",
"net_cash_used_provided_by_financing_activities": "cash_flow_from_financing",
"effect_of_forex_changes_on_cash": "change_in_exchange_rate",
"net_change_in_cash": "net_change_in_cash",
"cash_at_end_of_period": "cash_at_end_of_period",
"cash_at_beginning_of_period": "cash_at_beginning_of_period",
"operating_cash_flow": "operating_cash_flow",
"capital_expenditure": "capital_expenditure",
"free_cash_flow": "free_cash_flow",
"link": "link",
"final_link": "final_link",
},
}
CASH_PLOT_CHOICES = [
"operating_cash_flow",
"payments_for_operating_activities",
"proceeds_from_operating_activities",
"change_in_operating_liabilities",
"change_in_operating_assets",
"depreciation_depletion_and_amortization",
"capital_expenditure",
"change_in_receivables",
"inventory",
"profit_loss",
"cash_flow_from_investment",
"cash_flow_from_financing",
"proceeds_from_repayments_of_short_term_debt",
"common_stock_repurchased",
"payments_for_repurchase_of_equity",
"payments_for_repurchase_of_preferred_stock",
"dividends_paid",
"dividend_payout_common_stock",
"dividend_payout_preferred_stock",
"common_stock_issued",
"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",
"net_change_in_cash",
"change_in_exchange_rate",
"net_income",
"depreciation_&_amortisation",
"net_cash_flow_from_financing_activities_continuing",
"net_cash_flow_from_investing_activities_continuing",
"net_cash_flow_continuing",
"net_cash_provided_by_operating_activities",
"deferred_income_taxes",
"stock_based_compensation",
"change_in_working_capital",
"accounts_payable",
"other_working_capital",
"investments_in_property,_plant_and_equipment",
"acquisitions_net",
"purchases_of_investments",
"sales_maturities_of_investments",
"other_investing_activities",
"debt_repayment",
"other_financing_activities",
"cash_at_beginning_of_period",
"cash_at_end_of_period",
"free_cash_flow",
"other_non_cash_items",
]

38
openbb_terminal/stocks/stocks_helper.py
View File

@@ -4,6 +4,7 @@ __docformat__ = "numpy"
# pylint: disable=unsupported-assignment-operation,too-many-lines
# pylint: disable=no-member,too-many-branches,too-many-arguments
# pylint: disable=inconsistent-return-statements
# pylint: disable=consider-using-dict-items
import logging
import os
@@ -37,9 +38,12 @@ from openbb_terminal.rich_config import console
# pylint: disable=unused-import
from openbb_terminal.stocks.stock_statics import (
BALANCE_PLOT, # noqa: F401
BALANCE_PLOT_CHOICES, # noqa: F401
CANDLE_SORT, # noqa: F401
CASH_PLOT, # noqa: F401
CASH_PLOT_CHOICES, # noqa: F401
INCOME_PLOT, # noqa: F401
INCOME_PLOT_CHOICES, # noqa: F401
INTERVALS, # noqa: F401
SOURCES, # noqa: F401
market_coverage_suffix,
@@ -1118,3 +1122,37 @@ def map_parse_choices(choices: List[str]) -> Dict[str, str]:
the_dict = {x.lower().replace(" ", "_"): x for x in choices}
the_dict[""] = ""
return the_dict
def verify_plot_options(command: str, source: str, plot: list) -> bool:
if command == "cash":
command_options = CASH_PLOT
elif command == "balance":
command_options = BALANCE_PLOT
else:
command_options = INCOME_PLOT
options = list(command_options[source].values())
incorrect_columns = []
for column in plot:
if column not in options:
incorrect_columns.append(column)
if incorrect_columns:
console.print(
f"[red]The chosen columns to plot is not available for {source}.[/red]\n"
)
for column in incorrect_columns:
possible_sources = []
for i in command_options:
if column in list(command_options[i].values()):
possible_sources.append(i)
if possible_sources:
console.print(
f"[red]{column} can be plotted with the following sources: {', '.join(possible_sources)}[/red]"
)
else:
console.print(
f"[red]{column} does not exist in a existing data source.[/red]"
)
return True
return False

137
tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_polygon_view/test_display_fundamentals[balance-False].yaml vendored
View File

@@ -12,145 +12,24 @@ interactions:
uri: https://api.polygon.io/vX/reference/financials?apiKey=MOCK_API_KEY&filing_date.gte=1980-01-01&limit=100&ticker=AAPL&timeframe=annual
response:
body:
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string: '{"status":"ERROR","request_id":"823f6f749fcddee6a4fdda05018e3c31","error":"Unknown
API Key"}'
headers:
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Length:
- '92'
Content-Type:
- application/json
Date:
- Fri, 03 Feb 2023 13:55:00 GMT
- Mon, 20 Feb 2023 22:58:53 GMT
Server:
- nginx/1.19.2
Strict-Transport-Security:
- max-age=15724800; includeSubDomains
Transfer-Encoding:
- chunked
Vary:
- Accept-Encoding
X-Item-Count:
- '14'
X-Request-Id:
- 290e37e94247d66c37186d14de56ade4
- 823f6f749fcddee6a4fdda05018e3c31
status:
code: 200
message: OK
code: 401
message: Unauthorized
version: 1

263
tests/openbb_terminal/stocks/fundamental_analysis/cassettes/test_polygon_view/test_display_fundamentals[balance-True].yaml vendored
View File

@@ -12,271 +12,24 @@ interactions:
uri: https://api.polygon.io/vX/reference/financials?apiKey=MOCK_API_KEY&filing_date.gte=1980-01-01&limit=100&ticker=AAPL&timeframe=quarterly
response:
body:
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Reported Currency USD USD USD USD USD
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Total Current Assets 27.100 B 29.050 B 31.222 B 35.990 B 40.917 B
Cash And Cash Equivalents At Carrying Value 17.576 B 17.505 B 18.324 B 19.532 B 16.253 B
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Total Current Liabilities 19.705 B 21.455 B 21.821 B 24.611 B 26.709 B
Current Accounts Payable 10.025 B 11.171 B 11.212 B 13.897 B 15.255 B
Deferred Revenue 5.881 B 3.782 B 6.728 B 6.993 B 7.464 B
Current Debt 1.088 B 1.168 B 1.057 B 979 M 1.016 B
Short Term Debt 587 M 677 M 582 M 501 M 530 M
Total Non Current Liabilities 8.260 B 8.738 B 8.761 B 9.168 B 10.866 B
Capital Lease Obligations 991 M 900 M 803 M 678 M 568 M
Long Term Debt 4.254 B 2.253 B 2.095 B 1.418 B 1.029 B
Current Long Term Debt 1.088 B 1.168 B 1.057 B 979 M 0
Long Term Debt Noncurrent 0 0 0 0 0
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Other Non Current Liabilities 3.546 B 3.839 B 3.926 B 4.330 B 5.330 B
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Property Plant Equipment 18.884 B 20.027 B 21.093 B 21.926 B 23.548 B
Accumulated Depreciation Amortization Ppe 6.731 B 7.266 B 7.787 B 8.321 B 9.041 B
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Intangible Assets Excluding Goodwill 257 M 254 M 241 M 228 M 215 M
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Long Term Investments 0 0 0 0 0
Short Term Investments 131 M 508 M 591 M 1.575 B 5.932 B
Other Current Assets 1.723 B 2.035 B 2.118 B 2.364 B 2.941 B
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Other Non Current Liabilities 3.546 B 3.839 B 3.926 B 4.330 B 5.330 B
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58
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_av_view/test_check_output[True-display_cash_flow-kwargs_dict6].txt vendored
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Reported Currency USD USD USD USD USD
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Payments For Operating Activities 443.545 M 1.009 B 1.115 B 1.532 B 2.184 B
Proceeds From Operating Activities 0 0 0 0 0
Change In Operating Liabilities 2.289 B 1.592 B 2.918 B 5.847 B 9.064 B
Change In Operating Assets 1.602 B 969 M 1.669 B -3.401 B 11.557 B
Depreciation Depletion And Amortization 1.269 B 1.901 B 2.149 B 2.381 B 2.913 B
Capital Expenditures 2.101 B 1.332 B 3.167 B 7.982 B 7.158 B
Change In Receivables 496.732 M 367 M 652 M -130 M 1.124 B
Change In Inventory 1.023 B 429 M 422 M 1.709 B 6.465 B
Profit Loss -1.063 B -775 M 862 M 5.644 B 12.587 B
Cashflow From Investment -2.337 B -1.436 B -3.132 B -7.868 B -11.973 B
Cashflow From Financing 574 M 1.529 B 9.973 B -5.203 B -3.527 B
Proceeds From Repayments Of Short Term Debt 0 0 0 0 0
Payments For Repurchase Of Common Stock 0 0 0 0 0
Payments For Repurchase Of Equity 11 K 0 0 0 0
Payments For Repurchase Of Preferred Stock 0 0 0 0 0
Dividend Payout 0 0 0 0 0
Dividend Payout Common Stock 0 0 0 0 0
Dividend Payout Preferred Stock 0 0 0 0 0
Proceeds From Issuance Of Common Stock 0 848 M 12.269 B 0 0
Proceeds From Issuance Of Long Term Debt And Capital Securities Net 0 0 0 0 0
Proceeds From Issuance Of Preferred Stock 0 174 M 0 0 0
Proceeds From Repurchase Of Equity 295.711 M 1.285 B 12.686 B 707 M 541 M
Proceeds From Sale Of Treasury Stock 0 0 0 0 0
Change In Cash And Cash Equivalents 334.129 M 2.498 B 12.784 B -1.574 B 0
Change In Exchange Rate 0 0 0 0 0
Net Income -976 M -862 M 721 M 5.519 B 12.556 B
fiscalDateEnding 2018-12-31 2019-12-31 2020-12-31 2021-12-31 2022-12-31
Reported Currency USD USD USD USD USD
Operating Cash Flow 2.098 B 2.405 B 5.943 B 11.497 B 14.724 B
Payments For Operating Activities 443.545 M 1.009 B 1.115 B 1.532 B 2.184 B
Proceeds From Operating Activities 0 0 0 0 0
Change In Operating Liabilities 2.289 B 1.592 B 2.918 B 5.847 B 9.064 B
Change In Operating Assets 1.602 B 969 M 1.669 B -3.401 B 11.557 B
Depreciation Depletion And Amortization 1.269 B 1.901 B 2.149 B 2.381 B 2.913 B
Capital Expenditure 2.101 B 1.332 B 3.167 B 7.982 B 7.158 B
Change In Receivables 496.732 M 367 M 652 M -130 M 1.124 B
Inventory 1.023 B 429 M 422 M 1.709 B 6.465 B
Profit Loss -1.063 B -775 M 862 M 5.644 B 12.587 B
Cash Flow From Investment -2.337 B -1.436 B -3.132 B -7.868 B -11.973 B
Cash Flow From Financing 574 M 1.529 B 9.973 B -5.203 B -3.527 B
Proceeds From Repayments Of Short Term Debt 0 0 0 0 0
Common Stock Repurchased 0 0 0 0 0
Payments For Repurchase Of Equity 11 K 0 0 0 0
Payments For Repurchase Of Preferred Stock 0 0 0 0 0
Dividends Paid 0 0 0 0 0
Dividend Payout Common Stock 0 0 0 0 0
Dividend Payout Preferred Stock 0 0 0 0 0
Common Stock Issued 0 848 M 12.269 B 0 0
Proceeds From Issuance Of Long Term 0 0 0 0 0
Proceeds From Issuance Of Preferred Stock 0 174 M 0 0 0
Proceeds From Repurchase Of Equity 295.711 M 1.285 B 12.686 B 707 M 541 M
Proceeds From Sale Of Treasury Stock 0 0 0 0 0
Net Change In Cash 334.129 M 2.498 B 12.784 B -1.574 B 0
Change In Exchange Rate 0 0 0 0 0
Net Income -976 M -862 M 721 M 5.519 B 12.556 B

6
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_av_view/test_check_output[True-display_income_statement-kwargs_dict2].txt vendored
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@@ -3,16 +3,16 @@ Reported Currency USD USD USD US
Gross Profit 4.847 B 5.460 B 4.234 B 5.382 B 5.777 B
Total Revenue 17.719 B 18.756 B 16.934 B 21.454 B 24.318 B
Cost Of Revenue 12.872 B 13.296 B 12.700 B 16.072 B 18.541 B
Costof Goods And Services Sold 149 M 197 M 82 M 97 M 143 M
Cost Of Goods And Services Sold 149 M 197 M 82 M 97 M 143 M
Operating Income 2.613 B 3.603 B 2.464 B 3.688 B 3.901 B
Selling General And Administrative 1.494 B 992 M 961 M 961 M 1.032 B
Research And Development 740 M 865 M 667 M 733 M 810 M
Research And Development Expenses 740 M 865 M 667 M 733 M 810 M
Operating Expenses 2.234 B 1.857 B 1.770 B 1.694 B 1.876 B
Investment Income Net 25 M 28 M 26 M 86 M 157 M
Net Interest Income -71 M -61 M -44 M -53 M -33 M
Interest Income 25 M 28 M 26 M 33 M 124 M
Interest Expense 71 M 61 M 44 M 53 M 33 M
Non Interest Income -47 M -30 M 82 M -53 M -80 M
Revenue -47 M -30 M 82 M -53 M -80 M
Other Non Operating Income 68 M 56 M 28 M -85 M -42 M
Depreciation 530 M 551 M 578 M 620 M 670 M
Depreciation And Amortization 848 M 880 M 922 M 956 M 989 M

6
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_av_view/test_check_output[True-display_income_statement-kwargs_dict3].txt vendored
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@@ -3,16 +3,16 @@ Reported Currency USD USD USD U
Gross Profit 4.042 B 4.069 B 6.630 B 13.606 B 20.853 B
Total Revenue 21.461 B 24.578 B 31.536 B 53.823 B 81.462 B
Cost Of Revenue 17.419 B 20.509 B 24.906 B 40.217 B 60.609 B
Costof Goods And Services Sold 85.272 M 193 M 289 M 374 M 604 M
Cost Of Goods And Services Sold 85.272 M 193 M 289 M 374 M 604 M
Operating Income -388 M -69 M 1.994 B 6.523 B 13.656 B
Selling General And Administrative 2.835 B 2.646 B 3.145 B 4.517 B 3.946 B
Research And Development 1.460 B 1.343 B 1.491 B 2.593 B 3.075 B
Research And Development Expenses 1.460 B 1.343 B 1.491 B 2.593 B 3.075 B
Operating Expenses 4.430 B 4.138 B 4.636 B 7.083 B 7.197 B
Investment Income Net 24.533 M 44 M 30 M 56 M 297 M
Net Interest Income -663.071 M -685 M -748 M -371 M -191 M
Interest Income -71 K 44 M 30 M 56 M 41 M
Interest Expense 663 M 685 M 748 M 371 M 191 M
Non Interest Income 22.185 B -98 M -336 M -55 M -81 M
Revenue 22.185 B -98 M -336 M -55 M -81 M
Other Non Operating Income 22 M 45 M -122 M 135 M -43 M
Depreciation 1.110 B 1.370 B 1.570 B 1.910 B 2.420 B
Depreciation And Amortization 66 M 343 M 399 M 466 M 493 M

104
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@@ -1,55 +1,55 @@
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Cash and cash equivalents 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Short term investments 0 0 0 0 0
Cash and short term investments 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Net receivables 3.738 B 3.564 B 3.717 B 3.761 B 3.940 B
Inventory 8.806 B 8.804 B 9.235 B 9.591 B 8.720 B
Other current assets 603 M 481 M 701 M 860 M 561 M
Total current assets 21.594 B 19.442 B 20.514 B 21.492 B 17.717 B
Property plant equipment net 7.271 B 7.201 B 6.631 B 6.365 B 6.168 B
Goodwill 7.666 B 7.189 B 5.858 B 5.964 B 6.680 B
Intangible assets 2.432 B 2.278 B 2.113 B 2.019 B 2.818 B
Goodwill and intangible assets 10.098 B 9.467 B 7.971 B 7.983 B 9.498 B
Long term investments 1.074 B 1.269 B 4.635 B 4.798 B 4.463 B
Tax assets 1.007 B 977 M 1.153 B 1.410 B 895 M
Other non current assets 1.924 B 1.445 B 1.971 B 2.767 B 2.549 B
Total non current assets 21.374 B 20.359 B 22.361 B 23.323 B 23.573 B
Other assets 0 0 0 0 0
Total assets 42.968 B 39.801 B 42.875 B 44.815 B 41.290 B
Account payables 2.242 B 2.068 B 2.299 B 2.780 B 3.331 B
Short term debt 3.005 B 4.784 B 4.389 B 3.368 B 3.023 B
Tax payables 0 0 0 7.494 B 7.349 B
Deferred revenue 0 0 0 0 0
Other current liabilities 10.715 B 10.339 B 12.145 B 5.973 B 5.552 B
Total current liabilities 15.962 B 17.191 B 18.833 B 19.615 B 19.255 B
Long term debt 31.334 B 26.975 B 26.656 B 28.168 B 24.783 B
Deferred revenue non current 0 0 0 0 0
Deferred tax liabilities non current 799 M 898 M 908 M 684 M 726 M
Other non current liabilities 5.103 B 5.476 B 6.077 B 6.979 B 4.734 B
Total non current liabilities 37.236 B 33.349 B 33.641 B 35.831 B 30.243 B
Other liabilities 0 0 0 0 0
Capital lease obligations 0 0 0 0 0
Total liabilities 53.198 B 50.540 B 52.474 B 55.446 B 49.498 B
Preferred stock 0 0 0 0 0
Common stock 0 0 0 0 0
Retained earnings 29.859 B 31.014 B 30.987 B 31.638 B 33.082 B
Accumulated other comprehensive income loss -8.535 B -10.111 B -9.363 B -11.181 B -9.577 B
Othertotal stockholders equity -33.410 B -33.362 B -33.201 B -33.024 B -33.611 B
Total stockholders equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Total equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Total liabilities and stockholders equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Minority interest 0 0 0 0 0
Total liabilities and total equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Total investments 0 0 0 0 0
Total debt 34.339 B 31.759 B 31.045 B 31.536 B 27.806 B
Net debt 25.892 B 25.166 B 24.184 B 24.256 B 23.310 B
Final link
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported Currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filing Date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted Date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar Year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Cash And Cash Equivalents 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Short Term Investments 0 0 0 0 0
Cash And Short Term Investments 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Net Receivables 3.738 B 3.564 B 3.717 B 3.761 B 3.940 B
Inventory 8.806 B 8.804 B 9.235 B 9.591 B 8.720 B
Other Current Assets 603 M 481 M 701 M 860 M 561 M
Total Current Assets 21.594 B 19.442 B 20.514 B 21.492 B 17.717 B
Property Plant Equipment 7.271 B 7.201 B 6.631 B 6.365 B 6.168 B
Goodwill 7.666 B 7.189 B 5.858 B 5.964 B 6.680 B
Intangible Assets Excluding Goodwill 2.432 B 2.278 B 2.113 B 2.019 B 2.818 B
Intangible Assets 10.098 B 9.467 B 7.971 B 7.983 B 9.498 B
Long Term Investments 1.074 B 1.269 B 4.635 B 4.798 B 4.463 B
Tax Assets 1.007 B 977 M 1.153 B 1.410 B 895 M
Other Non Currrent Assets 1.924 B 1.445 B 1.971 B 2.767 B 2.549 B
Total Non Current Assets 21.374 B 20.359 B 22.361 B 23.323 B 23.573 B
Other Assets 0 0 0 0 0
Total Assets 42.968 B 39.801 B 42.875 B 44.815 B 41.290 B
Current Accounts Payable 2.242 B 2.068 B 2.299 B 2.780 B 3.331 B
Current Debt 3.005 B 4.784 B 4.389 B 3.368 B 3.023 B
Tax Payables 0 0 0 7.494 B 7.349 B
Deferred Revenue 0 0 0 0 0
Other Non Current Liabilities 10.715 B 10.339 B 12.145 B 5.973 B 5.552 B
Total Current Liabilities 15.962 B 17.191 B 18.833 B 19.615 B 19.255 B
Long Term Debt Non Current 31.334 B 26.975 B 26.656 B 28.168 B 24.783 B
Deferred Revenue Non Current 0 0 0 0 0
Deferred Tax Liabilities 799 M 898 M 908 M 684 M 726 M
Other Non Current Liabilities 5.103 B 5.476 B 6.077 B 6.979 B 4.734 B
Total Non Current Liabilities 37.236 B 33.349 B 33.641 B 35.831 B 30.243 B
Other Liabilities 0 0 0 0 0
Capital Lease Obligations 0 0 0 0 0
Total Liabilities 53.198 B 50.540 B 52.474 B 55.446 B 49.498 B
Preferred Stock 0 0 0 0 0
Common Stock 0 0 0 0 0
Retained Earnings 29.859 B 31.014 B 30.987 B 31.638 B 33.082 B
Accumulated Other Comprehensive Income -8.535 B -10.111 B -9.363 B -11.181 B -9.577 B
Other Total Stockholders Equity -33.410 B -33.362 B -33.201 B -33.024 B -33.611 B
Total Shareholder Equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Total Liabilities And Stockholders Equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Equity Attributable To Non Controlling Interest 0 0 0 0 0
Liabilities And Equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Total Investments 0 0 0 0 0
Total Debt 34.339 B 31.759 B 31.045 B 31.536 B 27.806 B
Net Debt 25.892 B 25.166 B 24.184 B 24.256 B 23.310 B
Final Link
Fiscal Date Ending
2017 https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm
2018 https://www.sec.gov/Archives/edgar/data/1413329/000141332919000007/pm123118form10kwrapinclfsm.htm

76
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_fmp_view/test_check_output[False-display_cash_flow-kwargs_dict5].txt vendored
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@@ -1,41 +1,41 @@
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Net income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Depreciation and amortization 875 M 989 M 964 M 981 M 998 M
Deferred income tax -501 M -100 M -141 M -143 M -17 M
Stock based compensation 0 0 0 0 0
Change in working capital 1.879 B 164 M 755 M 128 M 1.367 B
Accounts receivables -92 M 53 M -331 M 0 0
Inventory 730 M -613 M -548 M -165 M 549 M
Accounts payables 425 M -51 M 451 M 406 M 653 M
Other working capital 816 M 775 M 1.183 B -139 M 363 M
Other non cash items 624 M 514 M 1.327 B 790 M 510 M
Net cash provided by operating activities 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Investments in property plant and equipment -1.548 B -1.436 B -852 M 0 0
Acquisitions net 0 0 -1.346 B -47 M -2.145 B
Purchases of investments 0 0 0 0 0
Sales maturities of investments 0 0 0 0 0
Other investing activites -1.466 B 438 M 387 M -1.107 B -213 M
Net cash used for investing activites -3.014 B -998 M -1.811 B -1.154 B -2.358 B
Debt repayment -4.312 B -2.484 B -5.351 B -4.114 B -3.042 B
Common stock issued 0 0 0 0 0
Common stock repurchased 0 0 0 0 -775 M
Dividends paid -6.520 B -6.885 B -7.161 B -7.364 B -7.580 B
Other financing activites 8.063 B -282 M 4.451 B 2.982 B -580 M
Net cash used provided by financing activities -2.769 B -9.651 B -8.061 B -8.496 B -11.977 B
Effect of forex changes on cash 1.079 B -685 M 27 M 258 M -417 M
Net change in cash 4.208 B -1.856 B 245 M 420 M -2.785 B
Cash at end of period 8.447 B 6.620 B 6.865 B 7.285 B 4.500 B
Cash at beginning of period 4.239 B 8.476 B 6.620 B 6.865 B 7.285 B
Operating cash flow 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Capital expenditure -1.548 B -1.436 B -852 M -602 M -748 M
Free cash flow 7.364 B 8.042 B 9.238 B 9.210 B 11.219 B
Final link
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported Currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling Date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted Date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar Year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Net Income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Depreciation And Amortization 875 M 989 M 964 M 981 M 998 M
Deferred Income Taxes -501 M -100 M -141 M -143 M -17 M
Stock Based Compensation 0 0 0 0 0
Change In Working Capital 1.879 B 164 M 755 M 128 M 1.367 B
Change In Receivables -92 M 53 M -331 M 0 0
Inventory 730 M -613 M -548 M -165 M 549 M
Accounts Payable 425 M -51 M 451 M 406 M 653 M
Other Working Capital 816 M 775 M 1.183 B -139 M 363 M
Other Non Cash Items 624 M 514 M 1.327 B 790 M 510 M
Net Cash Provided By Operating Activities 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Investments In Property Plant And Equipment -1.548 B -1.436 B -852 M 0 0
Acquisitions Net 0 0 -1.346 B -47 M -2.145 B
Purchases Of Investments 0 0 0 0 0
Sales Maturities Of Investments 0 0 0 0 0
Other Investing Activities -1.466 B 438 M 387 M -1.107 B -213 M
Cash Flow From Investment -3.014 B -998 M -1.811 B -1.154 B -2.358 B
Debt Repayment -4.312 B -2.484 B -5.351 B -4.114 B -3.042 B
Common Stock Issued 0 0 0 0 0
Common Stock Repurchased 0 0 0 0 -775 M
Dividends Paid -6.520 B -6.885 B -7.161 B -7.364 B -7.580 B
Other Financing Activities 8.063 B -282 M 4.451 B 2.982 B -580 M
Cash Flow From Financing -2.769 B -9.651 B -8.061 B -8.496 B -11.977 B
Change In Exchange Rate 1.079 B -685 M 27 M 258 M -417 M
Net Change In Cash 4.208 B -1.856 B 245 M 420 M -2.785 B
Cash At End Of Period 8.447 B 6.620 B 6.865 B 7.285 B 4.500 B
Cash At Beginning Of Period 4.239 B 8.476 B 6.620 B 6.865 B 7.285 B
Operating Cash Flow 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Capital Expenditure -1.548 B -1.436 B -852 M -602 M -748 M
Free Cash Flow 7.364 B 8.042 B 9.238 B 9.210 B 11.219 B
Final Link
Fiscal Date Ending
2017 https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm
2018 https://www.sec.gov/Archives/edgar/data/1413329/000141332919000007/pm123118form10kwrapinclfsm.htm

72
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@@ -1,39 +1,39 @@
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Revenue 28.748 B 29.625 B 29.805 B 28.694 B 31.405 B
Cost of revenue 10.432 B 10.758 B 10.513 B 9.569 B 10.030 B
Gross profit 18.316 B 18.867 B 19.292 B 19.125 B 21.375 B
Gross profit ratio 0.637 0.637 0.647 0.667 0.681
Research and development expenses 0 0 0 0 0
General and administrative expenses 6.725 B 7.449 B 8.784 B 97 M 115 M
Selling and marketing expenses 0 0 0 7.384 B 8.304 B
Selling general and administrative expenses 6.725 B 7.449 B 8.784 B 7.481 B 8.419 B
Other expenses 88 M 82 M 66 M 73 M 96 M
Operating expenses 6.813 B 7.531 B 8.850 B 7.554 B 8.515 B
Cost and expenses 17.245 B 18.289 B 19.363 B 17.123 B 18.545 B
Interest income 182 M 190 M 226 M 110 M 109 M
Interest expense 1.096 B 855 M 796 M 728 M 737 M
Depreciation and amortization 875 M 989 M 964 M 981 M 998 M
Ebitda 12.313 B 12.200 B 11.238 B 12.142 B 13.515 B
Ebitdaratio 0.428 0.412 0.377 0.423 0.430
Operating income 11.503 B 11.377 B 10.531 B 11.668 B 12.975 B
Operating income ratio 0.400 0.384 0.353 0.407 0.413
Total other income expenses net -914 M -706 M -659 M -715 M -743 M
Income before tax 10.589 B 10.671 B 9.872 B 10.953 B 12.232 B
Income before tax ratio 0.368 0.360 0.331 0.382 0.389
Income tax expense 4.307 B 2.445 B 2.293 B 2.377 B 2.671 B
Net income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Net income ratio 0.210 0.267 0.241 0.281 0.290
Eps 3.880 5.080 4.610 5.160 5.850
Epsdiluted 3.880 5.080 4.610 5.160 5.850
Weighted average shs out 1.552 B 1.555 B 1.555 B 1.557 B 1.557 B
Weighted average shs out dil 1.553 B 1.555 B 1.556 B 1.558 B 1.557 B
Final link
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported Currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling Date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted Date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar Year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Revenue 28.748 B 29.625 B 29.805 B 28.694 B 31.405 B
Cost Of Revenue 10.432 B 10.758 B 10.513 B 9.569 B 10.030 B
Gross Profit 18.316 B 18.867 B 19.292 B 19.125 B 21.375 B
Gross Profit Ratio 0.637 0.637 0.647 0.667 0.681
Research And Development Expenses 0 0 0 0 0
General And Administrative Expenses 6.725 B 7.449 B 8.784 B 97 M 115 M
Selling And Marketing Expenses 0 0 0 7.384 B 8.304 B
Selling General And Administrative 6.725 B 7.449 B 8.784 B 7.481 B 8.419 B
Other Expenses 88 M 82 M 66 M 73 M 96 M
Operating Expenses 6.813 B 7.531 B 8.850 B 7.554 B 8.515 B
Costs And Expenses 17.245 B 18.289 B 19.363 B 17.123 B 18.545 B
Interest Income 182 M 190 M 226 M 110 M 109 M
Interest Expense 1.096 B 855 M 796 M 728 M 737 M
Depreciation And Amortization 875 M 989 M 964 M 981 M 998 M
Ebitda 12.313 B 12.200 B 11.238 B 12.142 B 13.515 B
Ebitda Ratio 0.428 0.412 0.377 0.423 0.430
Operating Income 11.503 B 11.377 B 10.531 B 11.668 B 12.975 B
Operating Income Ratio 0.400 0.384 0.353 0.407 0.413
Non Operating Income Loss -914 M -706 M -659 M -715 M -743 M
Income Before Tax 10.589 B 10.671 B 9.872 B 10.953 B 12.232 B
Income Before Tax Ratio 0.368 0.360 0.331 0.382 0.389
Income Tax Expense 4.307 B 2.445 B 2.293 B 2.377 B 2.671 B
Net Income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Net Income Ratio 0.210 0.267 0.241 0.281 0.290
Basic Earnings Per Share 3.880 5.080 4.610 5.160 5.850
Diluted Earnings Per Share 3.880 5.080 4.610 5.160 5.850
Basic Average Shares 1.552 B 1.555 B 1.555 B 1.557 B 1.557 B
Diluted Average Shares 1.553 B 1.555 B 1.556 B 1.558 B 1.557 B
Final Link
Fiscal Date Ending
2017 https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm
2018 https://www.sec.gov/Archives/edgar/data/1413329/000141332919000007/pm123118form10kwrapinclfsm.htm

104
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_fmp_view/test_check_output[True-display_balance_sheet-kwargs_dict4].txt vendored
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@@ -1,55 +1,55 @@
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Cash and cash equivalents 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Short term investments 0 0 0 0 0
Cash and short term investments 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Net receivables 3.738 B 3.564 B 3.717 B 3.761 B 3.940 B
Inventory 8.806 B 8.804 B 9.235 B 9.591 B 8.720 B
Other current assets 603 M 481 M 701 M 860 M 561 M
Total current assets 21.594 B 19.442 B 20.514 B 21.492 B 17.717 B
Property plant equipment net 7.271 B 7.201 B 6.631 B 6.365 B 6.168 B
Goodwill 7.666 B 7.189 B 5.858 B 5.964 B 6.680 B
Intangible assets 2.432 B 2.278 B 2.113 B 2.019 B 2.818 B
Goodwill and intangible assets 10.098 B 9.467 B 7.971 B 7.983 B 9.498 B
Long term investments 1.074 B 1.269 B 4.635 B 4.798 B 4.463 B
Tax assets 1.007 B 977 M 1.153 B 1.410 B 895 M
Other non current assets 1.924 B 1.445 B 1.971 B 2.767 B 2.549 B
Total non current assets 21.374 B 20.359 B 22.361 B 23.323 B 23.573 B
Other assets 0 0 0 0 0
Total assets 42.968 B 39.801 B 42.875 B 44.815 B 41.290 B
Account payables 2.242 B 2.068 B 2.299 B 2.780 B 3.331 B
Short term debt 3.005 B 4.784 B 4.389 B 3.368 B 3.023 B
Tax payables 0 0 0 7.494 B 7.349 B
Deferred revenue 0 0 0 0 0
Other current liabilities 10.715 B 10.339 B 12.145 B 5.973 B 5.552 B
Total current liabilities 15.962 B 17.191 B 18.833 B 19.615 B 19.255 B
Long term debt 31.334 B 26.975 B 26.656 B 28.168 B 24.783 B
Deferred revenue non current 0 0 0 0 0
Deferred tax liabilities non current 799 M 898 M 908 M 684 M 726 M
Other non current liabilities 5.103 B 5.476 B 6.077 B 6.979 B 4.734 B
Total non current liabilities 37.236 B 33.349 B 33.641 B 35.831 B 30.243 B
Other liabilities 0 0 0 0 0
Capital lease obligations 0 0 0 0 0
Total liabilities 53.198 B 50.540 B 52.474 B 55.446 B 49.498 B
Preferred stock 0 0 0 0 0
Common stock 0 0 0 0 0
Retained earnings 29.859 B 31.014 B 30.987 B 31.638 B 33.082 B
Accumulated other comprehensive income loss -8.535 B -10.111 B -9.363 B -11.181 B -9.577 B
Othertotal stockholders equity -33.410 B -33.362 B -33.201 B -33.024 B -33.611 B
Total stockholders equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Total equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Total liabilities and stockholders equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Minority interest 0 0 0 0 0
Total liabilities and total equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Total investments 0 0 0 0 0
Total debt 34.339 B 31.759 B 31.045 B 31.536 B 27.806 B
Net debt 25.892 B 25.166 B 24.184 B 24.256 B 23.310 B
Final link
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported Currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filing Date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted Date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar Year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Cash And Cash Equivalents 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Short Term Investments 0 0 0 0 0
Cash And Short Term Investments 8.447 B 6.593 B 6.861 B 7.280 B 4.496 B
Net Receivables 3.738 B 3.564 B 3.717 B 3.761 B 3.940 B
Inventory 8.806 B 8.804 B 9.235 B 9.591 B 8.720 B
Other Current Assets 603 M 481 M 701 M 860 M 561 M
Total Current Assets 21.594 B 19.442 B 20.514 B 21.492 B 17.717 B
Property Plant Equipment 7.271 B 7.201 B 6.631 B 6.365 B 6.168 B
Goodwill 7.666 B 7.189 B 5.858 B 5.964 B 6.680 B
Intangible Assets Excluding Goodwill 2.432 B 2.278 B 2.113 B 2.019 B 2.818 B
Intangible Assets 10.098 B 9.467 B 7.971 B 7.983 B 9.498 B
Long Term Investments 1.074 B 1.269 B 4.635 B 4.798 B 4.463 B
Tax Assets 1.007 B 977 M 1.153 B 1.410 B 895 M
Other Non Currrent Assets 1.924 B 1.445 B 1.971 B 2.767 B 2.549 B
Total Non Current Assets 21.374 B 20.359 B 22.361 B 23.323 B 23.573 B
Other Assets 0 0 0 0 0
Total Assets 42.968 B 39.801 B 42.875 B 44.815 B 41.290 B
Current Accounts Payable 2.242 B 2.068 B 2.299 B 2.780 B 3.331 B
Current Debt 3.005 B 4.784 B 4.389 B 3.368 B 3.023 B
Tax Payables 0 0 0 7.494 B 7.349 B
Deferred Revenue 0 0 0 0 0
Other Non Current Liabilities 10.715 B 10.339 B 12.145 B 5.973 B 5.552 B
Total Current Liabilities 15.962 B 17.191 B 18.833 B 19.615 B 19.255 B
Long Term Debt Non Current 31.334 B 26.975 B 26.656 B 28.168 B 24.783 B
Deferred Revenue Non Current 0 0 0 0 0
Deferred Tax Liabilities 799 M 898 M 908 M 684 M 726 M
Other Non Current Liabilities 5.103 B 5.476 B 6.077 B 6.979 B 4.734 B
Total Non Current Liabilities 37.236 B 33.349 B 33.641 B 35.831 B 30.243 B
Other Liabilities 0 0 0 0 0
Capital Lease Obligations 0 0 0 0 0
Total Liabilities 53.198 B 50.540 B 52.474 B 55.446 B 49.498 B
Preferred Stock 0 0 0 0 0
Common Stock 0 0 0 0 0
Retained Earnings 29.859 B 31.014 B 30.987 B 31.638 B 33.082 B
Accumulated Other Comprehensive Income -8.535 B -10.111 B -9.363 B -11.181 B -9.577 B
Other Total Stockholders Equity -33.410 B -33.362 B -33.201 B -33.024 B -33.611 B
Total Shareholder Equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Equity -12.086 B -12.459 B -11.577 B -12.567 B -10.106 B
Total Liabilities And Stockholders Equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Equity Attributable To Non Controlling Interest 0 0 0 0 0
Liabilities And Equity 41.112 B 38.081 B 40.897 B 42.879 B 39.392 B
Total Investments 0 0 0 0 0
Total Debt 34.339 B 31.759 B 31.045 B 31.536 B 27.806 B
Net Debt 25.892 B 25.166 B 24.184 B 24.256 B 23.310 B
Final Link
Fiscal Date Ending
2017 https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm
2018 https://www.sec.gov/Archives/edgar/data/1413329/000141332919000007/pm123118form10kwrapinclfsm.htm

76
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_fmp_view/test_check_output[True-display_cash_flow-kwargs_dict5].txt vendored
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@@ -1,41 +1,41 @@
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Net income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Depreciation and amortization 875 M 989 M 964 M 981 M 998 M
Deferred income tax -501 M -100 M -141 M -143 M -17 M
Stock based compensation 0 0 0 0 0
Change in working capital 1.879 B 164 M 755 M 128 M 1.367 B
Accounts receivables -92 M 53 M -331 M 0 0
Inventory 730 M -613 M -548 M -165 M 549 M
Accounts payables 425 M -51 M 451 M 406 M 653 M
Other working capital 816 M 775 M 1.183 B -139 M 363 M
Other non cash items 624 M 514 M 1.327 B 790 M 510 M
Net cash provided by operating activities 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Investments in property plant and equipment -1.548 B -1.436 B -852 M 0 0
Acquisitions net 0 0 -1.346 B -47 M -2.145 B
Purchases of investments 0 0 0 0 0
Sales maturities of investments 0 0 0 0 0
Other investing activites -1.466 B 438 M 387 M -1.107 B -213 M
Net cash used for investing activites -3.014 B -998 M -1.811 B -1.154 B -2.358 B
Debt repayment -4.312 B -2.484 B -5.351 B -4.114 B -3.042 B
Common stock issued 0 0 0 0 0
Common stock repurchased 0 0 0 0 -775 M
Dividends paid -6.520 B -6.885 B -7.161 B -7.364 B -7.580 B
Other financing activites 8.063 B -282 M 4.451 B 2.982 B -580 M
Net cash used provided by financing activities -2.769 B -9.651 B -8.061 B -8.496 B -11.977 B
Effect of forex changes on cash 1.079 B -685 M 27 M 258 M -417 M
Net change in cash 4.208 B -1.856 B 245 M 420 M -2.785 B
Cash at end of period 8.447 B 6.620 B 6.865 B 7.285 B 4.500 B
Cash at beginning of period 4.239 B 8.476 B 6.620 B 6.865 B 7.285 B
Operating cash flow 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Capital expenditure -1.548 B -1.436 B -852 M -602 M -748 M
Free cash flow 7.364 B 8.042 B 9.238 B 9.210 B 11.219 B
Final link
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported Currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling Date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted Date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar Year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Net Income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Depreciation And Amortization 875 M 989 M 964 M 981 M 998 M
Deferred Income Taxes -501 M -100 M -141 M -143 M -17 M
Stock Based Compensation 0 0 0 0 0
Change In Working Capital 1.879 B 164 M 755 M 128 M 1.367 B
Change In Receivables -92 M 53 M -331 M 0 0
Inventory 730 M -613 M -548 M -165 M 549 M
Accounts Payable 425 M -51 M 451 M 406 M 653 M
Other Working Capital 816 M 775 M 1.183 B -139 M 363 M
Other Non Cash Items 624 M 514 M 1.327 B 790 M 510 M
Net Cash Provided By Operating Activities 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Investments In Property Plant And Equipment -1.548 B -1.436 B -852 M 0 0
Acquisitions Net 0 0 -1.346 B -47 M -2.145 B
Purchases Of Investments 0 0 0 0 0
Sales Maturities Of Investments 0 0 0 0 0
Other Investing Activities -1.466 B 438 M 387 M -1.107 B -213 M
Cash Flow From Investment -3.014 B -998 M -1.811 B -1.154 B -2.358 B
Debt Repayment -4.312 B -2.484 B -5.351 B -4.114 B -3.042 B
Common Stock Issued 0 0 0 0 0
Common Stock Repurchased 0 0 0 0 -775 M
Dividends Paid -6.520 B -6.885 B -7.161 B -7.364 B -7.580 B
Other Financing Activities 8.063 B -282 M 4.451 B 2.982 B -580 M
Cash Flow From Financing -2.769 B -9.651 B -8.061 B -8.496 B -11.977 B
Change In Exchange Rate 1.079 B -685 M 27 M 258 M -417 M
Net Change In Cash 4.208 B -1.856 B 245 M 420 M -2.785 B
Cash At End Of Period 8.447 B 6.620 B 6.865 B 7.285 B 4.500 B
Cash At Beginning Of Period 4.239 B 8.476 B 6.620 B 6.865 B 7.285 B
Operating Cash Flow 8.912 B 9.478 B 10.090 B 9.812 B 11.967 B
Capital Expenditure -1.548 B -1.436 B -852 M -602 M -748 M
Free Cash Flow 7.364 B 8.042 B 9.238 B 9.210 B 11.219 B
Final Link
Fiscal Date Ending
2017 https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm
2018 https://www.sec.gov/Archives/edgar/data/1413329/000141332919000007/pm123118form10kwrapinclfsm.htm

72
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_fmp_view/test_check_output[True-display_income_statement-kwargs_dict3].txt vendored
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@@ -1,39 +1,39 @@
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Revenue 28.748 B 29.625 B 29.805 B 28.694 B 31.405 B
Cost of revenue 10.432 B 10.758 B 10.513 B 9.569 B 10.030 B
Gross profit 18.316 B 18.867 B 19.292 B 19.125 B 21.375 B
Gross profit ratio 0.637 0.637 0.647 0.667 0.681
Research and development expenses 0 0 0 0 0
General and administrative expenses 6.725 B 7.449 B 8.784 B 97 M 115 M
Selling and marketing expenses 0 0 0 7.384 B 8.304 B
Selling general and administrative expenses 6.725 B 7.449 B 8.784 B 7.481 B 8.419 B
Other expenses 88 M 82 M 66 M 73 M 96 M
Operating expenses 6.813 B 7.531 B 8.850 B 7.554 B 8.515 B
Cost and expenses 17.245 B 18.289 B 19.363 B 17.123 B 18.545 B
Interest income 182 M 190 M 226 M 110 M 109 M
Interest expense 1.096 B 855 M 796 M 728 M 737 M
Depreciation and amortization 875 M 989 M 964 M 981 M 998 M
Ebitda 12.313 B 12.200 B 11.238 B 12.142 B 13.515 B
Ebitdaratio 0.428 0.412 0.377 0.423 0.430
Operating income 11.503 B 11.377 B 10.531 B 11.668 B 12.975 B
Operating income ratio 0.400 0.384 0.353 0.407 0.413
Total other income expenses net -914 M -706 M -659 M -715 M -743 M
Income before tax 10.589 B 10.671 B 9.872 B 10.953 B 12.232 B
Income before tax ratio 0.368 0.360 0.331 0.382 0.389
Income tax expense 4.307 B 2.445 B 2.293 B 2.377 B 2.671 B
Net income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Net income ratio 0.210 0.267 0.241 0.281 0.290
Eps 3.880 5.080 4.610 5.160 5.850
Epsdiluted 3.880 5.080 4.610 5.160 5.850
Weighted average shs out 1.552 B 1.555 B 1.555 B 1.557 B 1.557 B
Weighted average shs out dil 1.553 B 1.555 B 1.556 B 1.558 B 1.557 B
Final link
Fiscal Date Ending 2017 2018 2019 2020 2021
Reported Currency USD USD USD USD USD
Cik 0001413329 0001413329 0001413329 0001413329 0001413329
Filling Date 2018-02-13 00:00:00 2019-02-07 00:00:00 2020-02-07 00:00:00 2021-02-09 00:00:00 2022-02-11 00:00:00
Accepted Date 2018-02-13 08:07:16 2019-02-07 15:09:20 2020-02-07 06:47:13 2021-02-09 16:20:37 2022-02-11 08:29:22
Calendar Year 2017-01-01 00:00:00 2018-01-01 00:00:00 2019-01-01 00:00:00 2020-01-01 00:00:00 2021-01-01 00:00:00
Period FY FY FY FY FY
Revenue 28.748 B 29.625 B 29.805 B 28.694 B 31.405 B
Cost Of Revenue 10.432 B 10.758 B 10.513 B 9.569 B 10.030 B
Gross Profit 18.316 B 18.867 B 19.292 B 19.125 B 21.375 B
Gross Profit Ratio 0.637 0.637 0.647 0.667 0.681
Research And Development Expenses 0 0 0 0 0
General And Administrative Expenses 6.725 B 7.449 B 8.784 B 97 M 115 M
Selling And Marketing Expenses 0 0 0 7.384 B 8.304 B
Selling General And Administrative 6.725 B 7.449 B 8.784 B 7.481 B 8.419 B
Other Expenses 88 M 82 M 66 M 73 M 96 M
Operating Expenses 6.813 B 7.531 B 8.850 B 7.554 B 8.515 B
Costs And Expenses 17.245 B 18.289 B 19.363 B 17.123 B 18.545 B
Interest Income 182 M 190 M 226 M 110 M 109 M
Interest Expense 1.096 B 855 M 796 M 728 M 737 M
Depreciation And Amortization 875 M 989 M 964 M 981 M 998 M
Ebitda 12.313 B 12.200 B 11.238 B 12.142 B 13.515 B
Ebitda Ratio 0.428 0.412 0.377 0.423 0.430
Operating Income 11.503 B 11.377 B 10.531 B 11.668 B 12.975 B
Operating Income Ratio 0.400 0.384 0.353 0.407 0.413
Non Operating Income Loss -914 M -706 M -659 M -715 M -743 M
Income Before Tax 10.589 B 10.671 B 9.872 B 10.953 B 12.232 B
Income Before Tax Ratio 0.368 0.360 0.331 0.382 0.389
Income Tax Expense 4.307 B 2.445 B 2.293 B 2.377 B 2.671 B
Net Income 6.035 B 7.911 B 7.185 B 8.056 B 9.109 B
Net Income Ratio 0.210 0.267 0.241 0.281 0.290
Basic Earnings Per Share 3.880 5.080 4.610 5.160 5.850
Diluted Earnings Per Share 3.880 5.080 4.610 5.160 5.850
Basic Average Shares 1.552 B 1.555 B 1.555 B 1.557 B 1.557 B
Diluted Average Shares 1.553 B 1.555 B 1.556 B 1.558 B 1.557 B
Final Link
Fiscal Date Ending
2017 https://www.sec.gov/Archives/edgar/data/1413329/000141332918000007/pm123117form10kwrapinclfsm.htm
2018 https://www.sec.gov/Archives/edgar/data/1413329/000141332919000007/pm123118form10kwrapinclfsm.htm

14
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_polygon_view/test_display_fundamentals[balance-False].txt vendored
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@@ -1,13 +1 @@
2021-10-29 2022-10-28
Other Than Fixed Noncurrent Assets 216.166 B 217.350 B
Current Assets 134.836 B 135.405 B
Equity 63.090 B 50.672 B
Liabilities 287.912 B 302.083 B
Noncurrent Assets 216.166 B 217.350 B
Equity Attributable To Noncontrolling Interest 0 0
Equity Attributable To Parent 63.090 B 50.672 B
Noncurrent Liabilities 162.431 B 148.101 B
Fixed Assets 39.440 B 42.117 B
Liabilities And Equity 351.002 B 352.755 B
Assets 351.002 B 352.755 B
Current Liabilities 125.481 B 153.982 B
ERROR

15
tests/openbb_terminal/stocks/fundamental_analysis/txt/test_polygon_view/test_display_fundamentals[balance-True].txt vendored
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@@ -1,14 +1 @@
2022-04-29 2022-07-29
Equity Attributable To Parent 67.399 B 58.107 B
Fixed Assets 39.304 B 40.335 B
Equity Attributable To Noncontrolling Interest 0 0
Liabilities 283.263 B 278.202 B
Assets 350.662 B 336.309 B
Other Than Fixed Noncurrent Assets 232.482 B 224.017 B
Noncurrent Assets 232.482 B 224.017 B
Liabilities And Equity 350.662 B 336.309 B
Current Assets 118.180 B 112.292 B
Equity 67.399 B 58.107 B
Noncurrent Liabilities 155.755 B 148.329 B
Current Liabilities 127.508 B 129.873 B
Commitments And Contingencies - -
ERROR