min_periods = 1 ,
)
)
- corr_matrix . columns = corr_matrix . columns . droplevel ( level = 1 )
- corr_matrix . index = corr_matrix . index . droplevel ( level = 1 )
+ corr_matrix . columns = corr_matrix . columns . get_level_values ( 0 )
+ corr_matrix . index = corr_matrix . index . get_level_values ( 0 )
corr_matrix . index . name = "Correlation"
return corr_matrix
@@ -1701,7 +1701,7 @@ Source code for openseries.frame
level = 1 ,
)
rollbeta = rollbetaseries . to_frame ()
- rollbeta . index = rollbeta . index . droplevel ( level = 1 )
+ rollbeta . index = rollbeta . index . get_level_values ( 0 )
rollbeta . columns = MultiIndex . from_arrays ([[ beta_label ], [ "Beta" ]])
return rollbeta Source code for openseries.frame
dependent = self . tsdf [ dependent_column ]
factors = self . tsdf . drop ( columns = [ dependent_column ])
- indx = [ "R-square" , "Intercept" , * factors . columns . droplevel ( level = 1 )]
+ indx = [ "R-square" , "Intercept" , * factors . columns . get_level_values ( 0 )]
model = LinearRegression ()
model . fit ( factors , dependent )
diff --git a/docs/build/html/_modules/openseries/load_plotly.html b/docs/build/html/_modules/openseries/load_plotly.html
index e1928cce..0b948bf6 100644
--- a/docs/build/html/_modules/openseries/load_plotly.html
+++ b/docs/build/html/_modules/openseries/load_plotly.html
@@ -5,7 +5,7 @@
openseries.load_plotly — openseries 2.1.7 documentation
+ openseries.load_plotly — openseries 2.1.9 documentation
Source code for openseries.load_plotly
and logo is the Captor logo dict (may be empty if the remote logo is
unavailable).
"""
- project_root = Path ( __file__ ) . parent . parent
- layoutfile = project_root . joinpath ( "openseries" ) . joinpath ( "plotly_layouts.json" )
- logofile = project_root . joinpath ( "openseries" ) . joinpath ( "plotly_captor_logo.json" )
+ package_dir = Path ( __file__ ) . parent
+ layoutfile = package_dir / "plotly_layouts.json"
+ logofile = package_dir / "plotly_captor_logo.json"
with layoutfile . open ( mode = "r" , encoding = "utf-8" ) as layout_file :
fig = load ( layout_file )
diff --git a/docs/build/html/_modules/openseries/owntypes.html b/docs/build/html/_modules/openseries/owntypes.html
index d266e7f9..b2b0cc33 100644
--- a/docs/build/html/_modules/openseries/owntypes.html
+++ b/docs/build/html/_modules/openseries/owntypes.html
@@ -5,7 +5,7 @@
openseries.owntypes — openseries 2.1.7 documentation
+ openseries.owntypes — openseries 2.1.9 documentation
openseries.portfoliotools — openseries 2.1.7 documentation
+ openseries.portfoliotools — openseries 2.1.9 documentation
Source code for openseries.portfoliotools
msg = "Mix of series types will give inconsistent results"
raise MixedValuetypesError ( msg )
- log_ret . columns = log_ret . columns . droplevel ( level = 1 )
+ log_ret . columns = log_ret . columns . get_level_values ( 0 )
cov_matrix = log_ret . cov () * simframe . periods_in_a_year
mean_returns = log_ret . mean () * simframe . periods_in_a_year
@@ -251,7 +251,7 @@ Source code for openseries.portfoliotools
msg = "Mix of series types will give inconsistent results"
raise MixedValuetypesError ( msg )
- log_ret . columns = log_ret . columns . droplevel ( level = 1 )
+ log_ret . columns = log_ret . columns . get_level_values ( 0 )
return log_ret , copi
@@ -270,7 +270,8 @@ Source code for openseries.portfoliotools
Returns:
Tuple of (min_return, max_return).
"""
- frontier_min = float ( simulated . loc [ simulated [ "stdev" ] . idxmin ()][ "ret" ])
+ min_stdev_idx = simulated [ "stdev" ] . idxmin ()
+ frontier_min = cast ( "float" , simulated . loc [ min_stdev_idx , "ret" ])
arithmetic_means = array ( log_ret . mean () * periods_in_a_year )
cleaned_arithmetic_means = arithmetic_means [ ~ isnan ( arithmetic_means )]
@@ -698,7 +699,7 @@ Source code for openseries.portfoliotools
],
index = [ "ret" , "stdev" , "text" ],
)
- plotframe . columns = plotframe . columns . droplevel ( level = 1 )
+ plotframe . columns = plotframe . columns . get_level_values ( 0 )
plotframe [ "Max Sharpe Portfolio" ] = Series (
data = [ optimized [ 0 ], optimized [ 1 ], opt_text ],
index = plotframe . index ,
diff --git a/docs/build/html/_modules/openseries/report.html b/docs/build/html/_modules/openseries/report.html
index 3676b3d5..5a58c3ea 100644
--- a/docs/build/html/_modules/openseries/report.html
+++ b/docs/build/html/_modules/openseries/report.html
@@ -5,7 +5,7 @@
openseries.report — openseries 2.1.7 documentation
+ openseries.report — openseries 2.1.9 documentation
openseries.series — openseries 2.1.7 documentation
+ openseries.series — openseries 2.1.9 documentation
Source code for openseries.series
self . tsdf . columns = MultiIndex . from_arrays ([[ lvl_zero ], [ lvl_one ]])
self . label , self . valuetype = lvl_zero , cast ( "ValueType" , lvl_one )
if delete_lvl_one :
- self . tsdf . columns = self . tsdf . columns . droplevel ( level = 1 )
+ self . tsdf . columns = self . tsdf . columns . get_level_values ( 0 )
return self openseries.simulation — openseries 2.1.7 documentation
+ openseries.simulation — openseries 2.1.9 documentation
Date Utilities — openseries 2.1.7 documentation
+ Date Utilities — openseries 2.1.9 documentation
OpenFrame — openseries 2.1.7 documentation
+ OpenFrame — openseries 2.1.9 documentation
openseries.OpenFrame — openseries 2.1.7 documentation
+ openseries.OpenFrame — openseries 2.1.9 documentation
openseries.OpenTimeSeries — openseries 2.1.7 documentation
+ openseries.OpenTimeSeries — openseries 2.1.9 documentation
openseries.ReturnSimulation — openseries 2.1.7 documentation
+ openseries.ReturnSimulation — openseries 2.1.9 documentation
openseries.ValueType — openseries 2.1.7 documentation
+ openseries.ValueType — openseries 2.1.9 documentation
openseries.constrain_optimized_portfolios — openseries 2.1.7 documentation
+ openseries.constrain_optimized_portfolios — openseries 2.1.9 documentation
openseries.date_fix — openseries 2.1.7 documentation
+ openseries.date_fix — openseries 2.1.9 documentation
openseries.date_offset_foll — openseries 2.1.7 documentation
+ openseries.date_offset_foll — openseries 2.1.9 documentation
openseries.efficient_frontier — openseries 2.1.7 documentation
+ openseries.efficient_frontier — openseries 2.1.9 documentation
openseries.generate_calendar_date_range — openseries 2.1.7 documentation
+ openseries.generate_calendar_date_range — openseries 2.1.9 documentation
openseries.get_previous_business_day_before_today — openseries 2.1.7 documentation
+ openseries.get_previous_business_day_before_today — openseries 2.1.9 documentation
openseries.holiday_calendar — openseries 2.1.7 documentation
+ openseries.holiday_calendar — openseries 2.1.9 documentation
openseries.load_plotly_dict — openseries 2.1.7 documentation
+ openseries.load_plotly_dict — openseries 2.1.9 documentation
openseries.offset_business_days — openseries 2.1.7 documentation
+ openseries.offset_business_days — openseries 2.1.9 documentation
openseries.prepare_plot_data — openseries 2.1.7 documentation
+ openseries.prepare_plot_data — openseries 2.1.9 documentation
openseries.report_html — openseries 2.1.7 documentation
+ openseries.report_html — openseries 2.1.9 documentation
openseries.sharpeplot — openseries 2.1.7 documentation
+ openseries.sharpeplot — openseries 2.1.9 documentation
openseries.simulate_portfolios — openseries 2.1.7 documentation
+ openseries.simulate_portfolios — openseries 2.1.9 documentation
openseries.timeseries_chain — openseries 2.1.7 documentation
+ openseries.timeseries_chain — openseries 2.1.9 documentation
openseries package — openseries 2.1.7 documentation
+ openseries package — openseries 2.1.9 documentation
Portfolio Tools — openseries 2.1.7 documentation
+ Portfolio Tools — openseries 2.1.9 documentation
Report Generation — openseries 2.1.7 documentation
+ Report Generation — openseries 2.1.9 documentation
OpenTimeSeries — openseries 2.1.7 documentation
+ OpenTimeSeries — openseries 2.1.9 documentation
Simulation — openseries 2.1.7 documentation
+ Simulation — openseries 2.1.9 documentation
Types and Enums — openseries 2.1.7 documentation
+ Types and Enums — openseries 2.1.9 documentation
Changelog — openseries 2.1.7 documentation
+ Changelog — openseries 2.1.9 documentation
Contributing to openseries — openseries 2.1.7 documentation
+ Contributing to openseries — openseries 2.1.9 documentation
Reporting — openseries 2.1.7 documentation
+ Reporting — openseries 2.1.9 documentation
Multi-Asset Analysis — openseries 2.1.7 documentation
+ Multi-Asset Analysis — openseries 2.1.9 documentation
Portfolio Optimization — openseries 2.1.7 documentation
+ Portfolio Optimization — openseries 2.1.9 documentation
Single Asset Analysis — openseries 2.1.7 documentation
+ Single Asset Analysis — openseries 2.1.9 documentation
Index — openseries 2.1.7 documentation
+ Index — openseries 2.1.9 documentation
openseries Documentation — openseries 2.1.7 documentation
+ openseries Documentation — openseries 2.1.9 documentation
Search — openseries 2.1.7 documentation
+ Search — openseries 2.1.9 documentation
Advanced Features — openseries 2.1.7 documentation
+ Advanced Features — openseries 2.1.9 documentation
Basic Financial Analysis — openseries 2.1.7 documentation
+ Basic Financial Analysis — openseries 2.1.9 documentation
Portfolio Analysis — openseries 2.1.7 documentation
+ Portfolio Analysis — openseries 2.1.9 documentation
Risk Management — openseries 2.1.7 documentation
+ Risk Management — openseries 2.1.9 documentation
Core Concepts — openseries 2.1.7 documentation
+ Core Concepts — openseries 2.1.9 documentation
Data Handling — openseries 2.1.7 documentation
+ Data Handling — openseries 2.1.9 documentation
Installation — openseries 2.1.7 documentation
+ Installation — openseries 2.1.9 documentation
Quick Start Guide — openseries 2.1.7 documentation
+ Quick Start Guide — openseries 2.1.9 documentation
" or divstring[-6:] != "
":
+ if not divstring.startswith(""):
msg = "Html div section not created"
raise OpenFrameTestError(msg)
@@ -2009,7 +2009,7 @@ def test_plot_bars_filefolders(self: TestOpenFrame) -> None:
raise OpenFrameTestError(msg)
_, divstring = plotframe.plot_bars(auto_open=False, output_type="div")
- if divstring[:5] != "" or divstring[-6:] != "
":
+ if not divstring.startswith(""):
msg = "Html div section not created"
raise OpenFrameTestError(msg)
@@ -2320,7 +2320,7 @@ def test_plot_histogram_filefolders(self: TestOpenFrame) -> None:
raise OpenFrameTestError(msg)
_, divstring = plotframe.plot_histogram(auto_open=False, output_type="div")
- if not (divstring.startswith("") and divstring.endswith("
")):
+ if not divstring.startswith(""):
msg = "Html div section not created"
raise OpenFrameTestError(msg)
diff --git a/tests/test_portfoliotools.py b/tests/test_portfoliotools.py
index 2595efc0..04202a43 100644
--- a/tests/test_portfoliotools.py
+++ b/tests/test_portfoliotools.py
@@ -160,8 +160,9 @@ def test_efficient_frontier(self: TestPortfoliotools) -> None:
Decimal(cast("float", frontier.loc[:, "sharpe"].max())),
6,
)
+ max_sharpe_idx = frontier["sharpe"].idxmax()
frt_return_where_most_sharpe = round(
- Decimal(float(frontier.loc[frontier["sharpe"].idxmax()]["ret"])),
+ Decimal(cast("float", frontier.loc[max_sharpe_idx, "ret"])),
6,
)
@@ -179,8 +180,9 @@ def test_efficient_frontier(self: TestPortfoliotools) -> None:
Decimal(cast("float", result.loc[:, "stdev"].min())),
6,
)
+ min_stdev_idx = result["stdev"].idxmin()
sim_return_where_least_vol = round(
- Decimal(float(result.loc[result["stdev"].idxmin()]["ret"])),
+ Decimal(cast("float", result.loc[min_stdev_idx, "ret"])),
6,
)
@@ -517,7 +519,7 @@ def _verify_div_output(self: TestPortfoliotools, divstring: str) -> None:
Raises:
PortfoliotoolsTestError: If div format is incorrect.
"""
- if divstring[:5] != "" or divstring[-6:] != "
":
+ if not divstring.startswith(""):
msg = "Html div section not created"
raise PortfoliotoolsTestError(msg)
diff --git a/uv.lock b/uv.lock
index 4e3f09d1..2a706785 100644
--- a/uv.lock
+++ b/uv.lock
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