From f6f7fceb336db2feccb028d83280af26e00fd71a Mon Sep 17 00:00:00 2001 From: mjt320 Date: Fri, 22 Mar 2024 17:58:25 +0000 Subject: [PATCH 1/7] added linear R1 to signal model added scipy to pyproject.toml --- pyproject.toml | 8 ++++---- src/osipi/__init__.py | 6 +++++- src/osipi/_signal.py | 39 +++++++++++++++++++++++++++++++++++++++ 3 files changed, 48 insertions(+), 5 deletions(-) create mode 100644 src/osipi/_signal.py diff --git a/pyproject.toml b/pyproject.toml index 074f37d..42e221f 100755 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,8 +4,8 @@ [project] name = "osipi" version = "0.1.2" -dependencies = [ - "numpy", +dependencies = [ + "numpy", "scipy" ] # optional information @@ -13,7 +13,7 @@ dependencies = [ description = "The authorative python package for perfusion MRI" readme = "README.md" authors = [ - { name = "Luis Torres", email = "luistorres@flywheel.io" }, + { name = "Luis Torres", email = "luistorres@flywheel.io" }, { name = "Steven Sourbron", email = "s.sourbron@sheffield.ac.uk" }, ] license = { file = "LICENSE" } @@ -52,7 +52,7 @@ tests = [ docs = [ "sphinx", "pydata-sphinx-theme", - "myst-parser", + "myst-parser", "sphinx-copybutton", "sphinx-design", "sphinx-remove-toctrees", diff --git a/src/osipi/__init__.py b/src/osipi/__init__.py index ff2f20b..0d6f65d 100755 --- a/src/osipi/__init__.py +++ b/src/osipi/__init__.py @@ -8,4 +8,8 @@ from ._tissue import ( tofts, extended_tofts -) \ No newline at end of file +) + +from ._signal import ( + R1_to_s_linear +) diff --git a/src/osipi/_signal.py b/src/osipi/_signal.py new file mode 100644 index 0000000..eef9e48 --- /dev/null +++ b/src/osipi/_signal.py @@ -0,0 +1,39 @@ +import numpy as np +from scipy.interpolate import interp1d +from ._convolution import exp_conv +import warnings + + +def R1_to_s_linear(R1: float, k:float) -> float: + """Linear model for relationship between R1 and magnitude signal, s = k.R1 + + Args: + R1 (float): longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] + k (float): proportionality constant in units of arb. unit s [OSIPI code Q.GE1.009] + + Returns: + float: magnitude signal in arb. unit [OSIPI code Q.MS1.001] + + References: + - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#LinModel_SM2 + - Lexicon code: M.SM2.001 + - OSIPI name: Linear model + - Adapted from equation given in the Lexicon + + Example: + + Convert a single R1 value to the corresponding signal intensity. + + Import packages: + + >>> import osipi + + Calculate signal: + + >>> R1 = 3.0 # R1 in units of /s + >>> k = 150.0 # constant of proportionality in units of arb. unit s + >>> s = osipi.R1_to_s_linear(R1, k) + >>> print(s) + """ + # calculate signal + return k*R1 From c131f29c797b621d64694cc849bf442cd81eabde Mon Sep 17 00:00:00 2001 From: mjt320 Date: Fri, 29 Mar 2024 16:08:07 +0000 Subject: [PATCH 2/7] handle/require 1D array input add example --- .../signal/plot_signal_R1_to_s_linear.py | 27 ++++++++++++++++ src/osipi/_signal.py | 32 ++++++------------- 2 files changed, 37 insertions(+), 22 deletions(-) create mode 100644 docs/examples/signal/plot_signal_R1_to_s_linear.py diff --git a/docs/examples/signal/plot_signal_R1_to_s_linear.py b/docs/examples/signal/plot_signal_R1_to_s_linear.py new file mode 100644 index 0000000..3fc06b4 --- /dev/null +++ b/docs/examples/signal/plot_signal_R1_to_s_linear.py @@ -0,0 +1,27 @@ +""" +============== +Linear model for relationship between R1 and magnitude signal +============== + +Demonstrating the linear model for relationship between R1 and magnitude signal, s = k.R1 +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Convert a series of R1 values to the corresponding signal intensities. + +R1 = np.array([0.0, 1.5, 3.0, 4.0, 10.0]) # R1 in units of /s +k = np.float64(150.0) # constant of proportionality in units of arb. unit s +signal = osipi.R1_to_s_linear(R1, k) # signal in arb. unit +print(f'Signal: {signal}') + +# Plot signal vs. R1 +plt.plot(R1, signal, 'ro-') +plt.xlabel('R1 (/sec)') +plt.ylabel('signal (arb. unit)') +plt.show() \ No newline at end of file diff --git a/src/osipi/_signal.py b/src/osipi/_signal.py index eef9e48..7c4383b 100644 --- a/src/osipi/_signal.py +++ b/src/osipi/_signal.py @@ -1,39 +1,27 @@ import numpy as np -from scipy.interpolate import interp1d -from ._convolution import exp_conv -import warnings +from numpy.typing import NDArray -def R1_to_s_linear(R1: float, k:float) -> float: +def R1_to_s_linear(R1: NDArray[np.float64], k: np.float64) -> NDArray[np.float64]: """Linear model for relationship between R1 and magnitude signal, s = k.R1 Args: - R1 (float): longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] - k (float): proportionality constant in units of arb. unit s [OSIPI code Q.GE1.009] + R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] + k (np.float64): proportionality constant in units of arb. unit s [OSIPI code Q.GE1.009] Returns: - float: magnitude signal in arb. unit [OSIPI code Q.MS1.001] + 1D array of floats: vector of magnitude signal in arb. unit [OSIPI code Q.MS1.001] References: - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#LinModel_SM2 - Lexicon code: M.SM2.001 - OSIPI name: Linear model - Adapted from equation given in the Lexicon - - Example: - - Convert a single R1 value to the corresponding signal intensity. - - Import packages: - - >>> import osipi - - Calculate signal: - - >>> R1 = 3.0 # R1 in units of /s - >>> k = 150.0 # constant of proportionality in units of arb. unit s - >>> s = osipi.R1_to_s_linear(R1, k) - >>> print(s) """ + # check R1 is a 1D array of floats + if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): + raise TypeError("R1 must be a 1D NumPy array of np.float64") # calculate signal return k*R1 + + From 55f8a2f69f71a90af423d4fd4c0c859a270ae7af Mon Sep 17 00:00:00 2001 From: mjt320 Date: Fri, 29 Mar 2024 16:27:28 +0000 Subject: [PATCH 3/7] test added --- tests/test_signal.py | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) create mode 100644 tests/test_signal.py diff --git a/tests/test_signal.py b/tests/test_signal.py new file mode 100644 index 0000000..2502d25 --- /dev/null +++ b/tests/test_signal.py @@ -0,0 +1,20 @@ +import numpy as np +import osipi + + +def test_signal_R1_to_s_linear(): + + # 1. Simple use case + R1 = np.array([0.0, 1.5, 3.0, 4.0, 10.0]) # R1 in units of /s + k = np.float64(150.0) # constant of proportionality in units of arb. unit s + signal_truth = np.array([0.0, 225.0, 450.0, 600.0, 1500.0]) # expected signal in arb. unit + signal = osipi.R1_to_s_linear(R1, k) # estimated signal + np.testing.assert_allclose(signal_truth, signal, rtol=0, atol=1e-7) + + +if __name__ == "__main__": + + test_signal_R1_to_s_linear() + + print('All signal functionality tests passed!!') + From 10853a613969d1dfb5cbd07610f6698ec3328abc Mon Sep 17 00:00:00 2001 From: mjt320 Date: Tue, 7 May 2024 17:32:52 +0100 Subject: [PATCH 4/7] started adding SPGR signal model and more S->C functionality --- .../signal/plot_signal_R1_to_s_SPGR_model.py | 29 +++++ src/osipi/__init__.py | 3 +- src/osipi/_signal.py | 27 ++++- src/osipi/_signal_to_concentration.py | 110 ++++++++++++++++++ 4 files changed, 167 insertions(+), 2 deletions(-) create mode 100644 docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py create mode 100644 src/osipi/_signal_to_concentration.py diff --git a/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py b/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py new file mode 100644 index 0000000..6f593a9 --- /dev/null +++ b/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py @@ -0,0 +1,29 @@ +""" +============== +Linear model for relationship between R1 and magnitude signal +============== + +Demonstrating the linear model for relationship between R1 and magnitude signal, s = k.R1 +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Convert a series of R1 values to the corresponding signal intensities using the SPGR model. + +R1 = np.linspace(0.1, 10, 50) # R1 in units of /s. +s0 = np.float64(100) # fully T1-relaxed signal in units of arb. unit. +tr = np.float64(5e-3) # repetition time in units of s. +a = np.float64(15) # prescribed flip angle in units of deg. +signal = osipi.R1_to_s_SPGR_model(R1, s0, tr, a) # signal in arb. unit +print(f'Signal: {signal}') + +# Plot signal vs. R1 +plt.plot(R1, signal, 'r-') +plt.xlabel('R1 (/sec)') +plt.ylabel('signal (arb. unit)') +plt.show() diff --git a/src/osipi/__init__.py b/src/osipi/__init__.py index 0d6f65d..5bd94e3 100755 --- a/src/osipi/__init__.py +++ b/src/osipi/__init__.py @@ -11,5 +11,6 @@ ) from ._signal import ( - R1_to_s_linear + R1_to_s_linear, + R1_to_s_SPGR_model ) diff --git a/src/osipi/_signal.py b/src/osipi/_signal.py index 7c4383b..6530ab1 100644 --- a/src/osipi/_signal.py +++ b/src/osipi/_signal.py @@ -12,7 +12,7 @@ def R1_to_s_linear(R1: NDArray[np.float64], k: np.float64) -> NDArray[np.float64 Returns: 1D array of floats: vector of magnitude signal in arb. unit [OSIPI code Q.MS1.001] - References: + References: - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#LinModel_SM2 - Lexicon code: M.SM2.001 - OSIPI name: Linear model @@ -25,3 +25,28 @@ def R1_to_s_linear(R1: NDArray[np.float64], k: np.float64) -> NDArray[np.float64 return k*R1 +def R1_to_s_SPGR_model(R1: NDArray[np.float64], s0: np.float64, tr: np.float64, a: np.float64) -> NDArray[np.float64]: + """Convert R1 to steady-state signal for SPGR sequence + + Args: + R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] + s0 (np.float64): fully T1-relaxed signal in units of arb. unit. [OSIPI code Q.MS1.010] + tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] + + Returns: + 1D array of floats: vector of magnitude signal in arb. unit [OSIPI code Q.MS1.001] + + References: + - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#SPGR%20model + - Lexicon code: M.SM2.002 + - OSIPI name: Spoiled gradient recalled echo model + - Adapted from equation given in the Lexicon and contribution from MJT_UoEdinburgh_UK + """ + # check R1 is a 1D array of floats + if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): + raise TypeError("R1 must be a 1D NumPy array of np.float64") + # calculate signal + a_rad = a * np.pi / 180 + print('hello') + return s0 * (((1.-np.exp(-tr*R1))*np.sin(a_rad)) / (1.-np.exp(-tr*R1)*np.cos(a_rad))) diff --git a/src/osipi/_signal_to_concentration.py b/src/osipi/_signal_to_concentration.py new file mode 100644 index 0000000..fa132af --- /dev/null +++ b/src/osipi/_signal_to_concentration.py @@ -0,0 +1,110 @@ +import numpy as np +from numpy.typing import NDArray + + +def s_to_C_via_ep_SPGR(s: NDArray[np.float64], s_pre: np.float64, R10: np.float64, tr: np.float64, a: np.float64, r1: np.float64) -> NDArray[np.float64]: + """Signal to concentration via electromagnetic property (SPGR, FXL, analytical linear relaxivity) + Args: + s (1D array of np.float64): vector of magnitude signals in arb. unit [OSIPI code Q.MS1.001] + s_pre (np.float64): pre-contrast magnitude signal in arb. unit [OSIPI code Q.MS1.001] + R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] + tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] + r1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015] + + Returns: + 1D array of np.float64: vector of indicator total (across all compartments) indicator concentration in units of mM. [OSIPI code Q.IC1.001] + + References/notes: + - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/# + - Lexicon code: P.SC2.002 + - OSIPI name: ConvertSToCViaEP + - Signal to electromagnetic property conversion method: model-based [P.SE1.001] + - Inversion method: analytical inversion [OSIPI code G.MI1.001] + - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002] + - Electromagnetic property inverse model: model-based [P.EC1.001] + - Inversion method: analytical inversion [OSIPI code G.MI1.001] + - Forward model: longitudinal relaxation rate, linear with relaxivity model [M.EL1.003] + """ + return C + + +def s_to_ep_SPGR(s: NDArray[np.float64], s_pre: np.float64, R10: np.float64, tr: np.float64, a: np.float64) -> NDArray[np.float64]: + """Signal to electromagnetic property conversion (analytical, SPGR, FXL) + Args: + s (1D array of np.float64): vector of magnitude signals in arb. unit [OSIPI code Q.MS1.001] + s_pre (np.float64): pre-contrast magnitude signal in arb. unit [OSIPI code Q.MS1.001] + R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] + tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] + + Returns: + 1D array of np.float64: vector of R1 in units of /s. [OSIPI code Q.EL1.001] + + References/notes: + - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/# + - Lexicon code: P.SE1.001 + - OSIPI name: model-based + - Inversion method: analytical inversion [OSIPI code G.MI1.001] + - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002] + - Adapted from contribution of LEK_UoEdinburgh_UK + """ + # check s is a 1D array of floats + if not (isinstance(s, np.ndarray) and s.ndim == 1 and s.dtype == np.float64): + raise TypeError("s must be a 1D NumPy array of np.float64") + a_rad = a * np.pi / 180 + # estimate fully T1-relaxed signal in units of arb. unit. [OSIPI code Q.MS1.010] + exp_tr_R10 = np.exp(-tr*R10) + sin_a = np.sin(a_rad) + cos_a = np.cos(a_rad) + s0 = s_pre * (1 - cos_a * exp_tr_R10) / (sin_a * (1 - exp_tr_R10)) + return np.log(((s0*sin_a)-s)/(s0*sin_a-(s*cos_a)))*(-1/tr) + + +def ep_to_c(R1: NDArray[np.float64], R10: np.float64, r1: np.float64): + """Electromagnetic property inverse model: longitudinal relaxation rate, linear with relaxivity + Args: + R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] + R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] + r1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015] + + Returns: + 1D array of np.float64: vector of indicator concentration in units of mM. [OSIPI code Q.IC1.001] + + References: + - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/# + - Lexicon code: P.EC1.001 + - OSIPI name: model-based + - Inversion method: analytical inversion [OSIPI code G.MI1.001] + - Forward model: longitudinal relaxation rate, linear with relaxivity model [M.EL1.003] + - Adapted from equation given in lexicon + """ + # check R1 is a 1D array of floats + if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): + raise TypeError("R1 must be a 1D NumPy array of np.float64") + return (R1 - R10) / r1 + +def R1_to_s_SPGR_model(R1: NDArray[np.float64], s0: np.float64, tr: np.float64, a: np.float64) -> NDArray[np.float64]: + """Magnitude models: DCE - R1 in the fast water exchange limit (SPGR) + + Args: + R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] + s0 (np.float64): fully T1-relaxed signal in units of arb. unit. [OSIPI code Q.MS1.010] + tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] + + Returns: + 1D array of np.float64: vector of magnitude signals in arb. unit [OSIPI code Q.MS1.001] + + References: + - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#SPGR%20model + - Lexicon code: M.SM2.002 + - OSIPI name: Spoiled gradient recalled echo model + - Adapted from equation given in the Lexicon and contribution from MJT_UoEdinburgh_UK + """ + # check R1 is a 1D array of floats + if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): + raise TypeError("R1 must be a 1D NumPy array of np.float64") + # calculate signal + a_rad = a * np.pi / 180 + return s0 * (((1.-np.exp(-tr*R1))*np.sin(a_rad)) / (1.-np.exp(-tr*R1)*np.cos(a_rad))) From 49c6939258adcf84dfb1a982fbf52cd1eb03a03e Mon Sep 17 00:00:00 2001 From: mjt320 Date: Wed, 8 May 2024 17:21:22 +0100 Subject: [PATCH 5/7] update --- .../signal/plot_signal_R1_to_s_SPGR_model.py | 20 ++--- .../signal/plot_signal_R1_to_s_linear.py | 20 ++--- ...nal_to_concentration_S_to_C_via_ep_SPGR.py | 34 ++++++++ ...ot_signal_to_concentration_S_to_ep_SPGR.py | 33 ++++++++ ...nal_to_concentration_ep_to_C_R1_lin_rxy.py | 22 +++++ src/osipi/__init__.py | 10 ++- src/osipi/_aif.py | 4 +- src/osipi/_signal.py | 40 ++++----- src/osipi/_signal_to_concentration.py | 81 +++++++------------ tests/test_signal.py | 23 ++++-- tests/test_signal_to_concentration.py | 46 +++++++++++ 11 files changed, 232 insertions(+), 101 deletions(-) create mode 100644 docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py create mode 100644 docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py create mode 100644 docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py create mode 100644 tests/test_signal_to_concentration.py diff --git a/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py b/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py index 6f593a9..8093410 100644 --- a/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py +++ b/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py @@ -13,17 +13,17 @@ import osipi # %% -# Convert a series of R1 values to the corresponding signal intensities using the SPGR model. +# Convert a series of R_1 values to the corresponding signal intensities using the SPGR model. -R1 = np.linspace(0.1, 10, 50) # R1 in units of /s. -s0 = np.float64(100) # fully T1-relaxed signal in units of arb. unit. -tr = np.float64(5e-3) # repetition time in units of s. +R_1 = np.linspace(0.1, 10, 50) # R_1 in units of /s. +S_0 = np.float64(100) # fully T1-relaxed signal in units of a.u. +TR = np.float64(5e-3) # repetition time in units of s. a = np.float64(15) # prescribed flip angle in units of deg. -signal = osipi.R1_to_s_SPGR_model(R1, s0, tr, a) # signal in arb. unit -print(f'Signal: {signal}') +S = osipi.R1_to_S_SPGR_model(R_1, S_0, TR, a) # signal in a.u. +print(f'Signal: {S}') -# Plot signal vs. R1 -plt.plot(R1, signal, 'r-') -plt.xlabel('R1 (/sec)') -plt.ylabel('signal (arb. unit)') +# Plot S vs. R_1 +plt.plot(R_1, S, 'r-') +plt.xlabel('R_1 (/sec)') +plt.ylabel('S (a.u.)') plt.show() diff --git a/docs/examples/signal/plot_signal_R1_to_s_linear.py b/docs/examples/signal/plot_signal_R1_to_s_linear.py index 3fc06b4..3052629 100644 --- a/docs/examples/signal/plot_signal_R1_to_s_linear.py +++ b/docs/examples/signal/plot_signal_R1_to_s_linear.py @@ -1,9 +1,9 @@ """ ============== -Linear model for relationship between R1 and magnitude signal +Linear model for relationship between R_1 and magnitude signal S ============== -Demonstrating the linear model for relationship between R1 and magnitude signal, s = k.R1 +Demonstrating the linear model for relationship between R_1 and magnitude signal, S = k.R_1 """ # %% @@ -15,13 +15,13 @@ # %% # Convert a series of R1 values to the corresponding signal intensities. -R1 = np.array([0.0, 1.5, 3.0, 4.0, 10.0]) # R1 in units of /s -k = np.float64(150.0) # constant of proportionality in units of arb. unit s -signal = osipi.R1_to_s_linear(R1, k) # signal in arb. unit -print(f'Signal: {signal}') +R_1 = np.array([0.0, 1.5, 3.0, 4.0, 10.0]) # R_1 in units of /s +k = np.float64(150.0) # constant of proportionality in units of a.u. s +S = osipi.R1_to_S_linear(R_1, k) # signal in a.u. +print(f'Signal: {S}') -# Plot signal vs. R1 -plt.plot(R1, signal, 'ro-') -plt.xlabel('R1 (/sec)') -plt.ylabel('signal (arb. unit)') +# Plot S vs. R_1 +plt.plot(R_1, S, 'ro-') +plt.xlabel('R_1 (/sec)') +plt.ylabel('S (a.u.)') plt.show() \ No newline at end of file diff --git a/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py new file mode 100644 index 0000000..890ccc1 --- /dev/null +++ b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py @@ -0,0 +1,34 @@ +""" +============== +Signal to concentration via electromagnetic property (SPGR, FXL, analytical linear relaxivity) +============== + +Demonstrating the SPGR model for relationship between signal S and total tissue indicator concentration, assuming the FXL. +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Convert a series of S values to the corresponding indicator concentrations. +# Example data adapted from OSIPI repository ("vox_1") +S = np.array([7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], dtype=np.float64) +S_BL = np.mean(S[:1]) # average first two points for baseline signal +R_10 = np.float64(1/1.4) +TR = np.float64(0.002) +a = np.float64(13) +r_1 = np.float64(4.5) + +C = osipi.S_to_C_via_ep_SPGR(S, S_BL, R_10, TR, a, r_1) +print(f'Concentration (mM): {C}') + +# Plot S and C +fig, ax = plt.subplots(2,1) +ax[0].plot(S,'b-') +ax[0].set_ylabel('S (a.u.)') +ax[1].plot(C,'b-') +ax[1].set_ylabel('C (mM)') +plt.show() diff --git a/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py new file mode 100644 index 0000000..2bd2456 --- /dev/null +++ b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py @@ -0,0 +1,33 @@ +""" +============== +Signal to electromagnetic properties (R_1) (SPGR, FXL, analytical linear relaxivity) +============== + +Demonstrating the SPGR model for relationship between signal S and R_1, assuming the FXL. +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Convert a series of S values to the corresponding indicator concentrations. +# Example data adapted from OSIPI repository ("vox_1") +S = np.array([7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], dtype=np.float64) +S_BL = np.mean(S[:1]) # average first two points for baseline signal +R_10 = np.float64(1/1.4) +TR = np.float64(.002) +a = np.float64(13) + +R_1 = osipi.S_to_ep_SPGR(S, S_BL, R_10, TR, a) +print(f'R_1 (/sec): {R_1}') + +# Plot S and R_1 +fig, ax = plt.subplots(2,1) +ax[0].plot(S,'b-') +ax[0].set_ylabel('S (a.u.)') +ax[1].plot(R_1,'b-') +ax[1].set_ylabel('R_1 (/sec)') +plt.show() diff --git a/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py b/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py new file mode 100644 index 0000000..1439f9d --- /dev/null +++ b/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py @@ -0,0 +1,22 @@ +""" +============== +Electromagnetic property inverse model: longitudinal relaxation rate, linear with relaxivity +============== + +Demonstrating the inverse linear relaxivity model for converting R_1 to tissue indicator concentration C. +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Convert a series of R_1 values to the corresponding indicator concentrations. +R_1 = np.array([1, 2, 3, 4, 5, 6], dtype=np.float64) +R_10 = np.float64(1) +r_1 = np.float64(5) + +C = osipi.ep_to_C_R1_lin_rxy(R_1, R_10, r_1) +print(f'Concentration (mM): {C}') diff --git a/src/osipi/__init__.py b/src/osipi/__init__.py index 5bd94e3..d923914 100755 --- a/src/osipi/__init__.py +++ b/src/osipi/__init__.py @@ -11,6 +11,12 @@ ) from ._signal import ( - R1_to_s_linear, - R1_to_s_SPGR_model + R1_to_S_linear, + R1_to_S_SPGR_model +) + +from ._signal_to_concentration import ( + S_to_C_via_ep_SPGR, + S_to_ep_SPGR, + ep_to_C_R1_lin_rxy ) diff --git a/src/osipi/_aif.py b/src/osipi/_aif.py index ec98f8c..6713608 100755 --- a/src/osipi/_aif.py +++ b/src/osipi/_aif.py @@ -57,8 +57,8 @@ def aif_parker(t:np.ndarray, BAT:float=0.0, Hct:float=0.0)->np.ndarray: -1.0 * (t_offset - 0.365) * (t_offset - 0.365) / (2.0 * 0.132 * 0.132)) - # alpha*exp(-beta*t_offset) / (1+exp(-s(t_offset-tau))) - # alpha = 1.064, beta = 0.166, s = 37.772, tau = 0.482 + # alpha*exp(-beta*t_offset) / (1+exp(-S(t_offset-tau))) + # alpha = 1.064, beta = 0.166, S = 37.772, tau = 0.482 sigmoid = 1.050 * np.exp(-0.1685 * t_offset) / (1.0 + np.exp(-38.078 * (t_offset - 0.483))) pop_aif = ((gaussian1 + gaussian2 + sigmoid)) / \ diff --git a/src/osipi/_signal.py b/src/osipi/_signal.py index 6530ab1..b90a564 100644 --- a/src/osipi/_signal.py +++ b/src/osipi/_signal.py @@ -2,15 +2,15 @@ from numpy.typing import NDArray -def R1_to_s_linear(R1: NDArray[np.float64], k: np.float64) -> NDArray[np.float64]: - """Linear model for relationship between R1 and magnitude signal, s = k.R1 +def R1_to_S_linear(R_1: NDArray[np.float64], k: np.float64) -> NDArray[np.float64]: + """Linear model for relationship between R_1 and magnitude signal, S = k.R_1 Args: - R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] - k (np.float64): proportionality constant in units of arb. unit s [OSIPI code Q.GE1.009] + R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /S. [OSIPI code Q.EL1.001] + k (np.float64): proportionality constant in units of a.u. S [OSIPI code Q.GE1.009] Returns: - 1D array of floats: vector of magnitude signal in arb. unit [OSIPI code Q.MS1.001] + 1D array of floats: vector of magnitude signal in a.u. [OSIPI code Q.MS1.001] References: - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#LinModel_SM2 @@ -18,24 +18,24 @@ def R1_to_s_linear(R1: NDArray[np.float64], k: np.float64) -> NDArray[np.float64 - OSIPI name: Linear model - Adapted from equation given in the Lexicon """ - # check R1 is a 1D array of floats - if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): - raise TypeError("R1 must be a 1D NumPy array of np.float64") + # check R_1 is a 1D array of floats + if not (isinstance(R_1, np.ndarray) and R_1.ndim == 1 and R_1.dtype == np.float64): + raise TypeError("R_1 must be a 1D NumPy array of np.float64") # calculate signal - return k*R1 + return k*R_1 # S -def R1_to_s_SPGR_model(R1: NDArray[np.float64], s0: np.float64, tr: np.float64, a: np.float64) -> NDArray[np.float64]: - """Convert R1 to steady-state signal for SPGR sequence +def R1_to_S_SPGR_model(R_1: NDArray[np.float64], S_0: np.float64, TR: np.float64, a: np.float64) -> NDArray[np.float64]: + """Convert R_1 to steady-state signal for SPGR sequence Args: - R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] - s0 (np.float64): fully T1-relaxed signal in units of arb. unit. [OSIPI code Q.MS1.010] - tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /S. [OSIPI code Q.EL1.001] + S_0 (np.float64): fully T1-relaxed signal in units of a.u.. [OSIPI code Q.MS1.010] + TR (np.float64): repetition time in units of S. [OSIPI code Q.MS1.006] a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] Returns: - 1D array of floats: vector of magnitude signal in arb. unit [OSIPI code Q.MS1.001] + 1D array of np.float64: vector of magnitude signal in a.u. [OSIPI code Q.MS1.001] References: - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#SPGR%20model @@ -43,10 +43,10 @@ def R1_to_s_SPGR_model(R1: NDArray[np.float64], s0: np.float64, tr: np.float64, - OSIPI name: Spoiled gradient recalled echo model - Adapted from equation given in the Lexicon and contribution from MJT_UoEdinburgh_UK """ - # check R1 is a 1D array of floats - if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): - raise TypeError("R1 must be a 1D NumPy array of np.float64") + # check R_1 is a 1D array of floats + if not (isinstance(R_1, np.ndarray) and R_1.ndim == 1 and R_1.dtype == np.float64): + raise TypeError("R_1 must be a 1D NumPy array of np.float64") # calculate signal a_rad = a * np.pi / 180 - print('hello') - return s0 * (((1.-np.exp(-tr*R1))*np.sin(a_rad)) / (1.-np.exp(-tr*R1)*np.cos(a_rad))) + exp_TR_R1 = np.exp(-TR*R_1) + return S_0 * (((1. - exp_TR_R1) * np.sin(a_rad)) / (1. - exp_TR_R1 * np.cos(a_rad))) # S diff --git a/src/osipi/_signal_to_concentration.py b/src/osipi/_signal_to_concentration.py index fa132af..b2df08c 100644 --- a/src/osipi/_signal_to_concentration.py +++ b/src/osipi/_signal_to_concentration.py @@ -2,15 +2,15 @@ from numpy.typing import NDArray -def s_to_C_via_ep_SPGR(s: NDArray[np.float64], s_pre: np.float64, R10: np.float64, tr: np.float64, a: np.float64, r1: np.float64) -> NDArray[np.float64]: +def S_to_C_via_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float64, TR: np.float64, a: np.float64, r_1: np.float64) -> NDArray[np.float64]: """Signal to concentration via electromagnetic property (SPGR, FXL, analytical linear relaxivity) Args: - s (1D array of np.float64): vector of magnitude signals in arb. unit [OSIPI code Q.MS1.001] - s_pre (np.float64): pre-contrast magnitude signal in arb. unit [OSIPI code Q.MS1.001] - R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] - tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + S (1D array of np.float64): vector of magnitude signals in a.u. [OSIPI code Q.MS1.001] + S_BL (np.float64): pre-contrast magnitude signal in a.u. [OSIPI code Q.MS1.001] + R_10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] + TR (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] - r1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015] + r_1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015] Returns: 1D array of np.float64: vector of indicator total (across all compartments) indicator concentration in units of mM. [OSIPI code Q.IC1.001] @@ -26,20 +26,21 @@ def s_to_C_via_ep_SPGR(s: NDArray[np.float64], s_pre: np.float64, R10: np.float6 - Inversion method: analytical inversion [OSIPI code G.MI1.001] - Forward model: longitudinal relaxation rate, linear with relaxivity model [M.EL1.003] """ - return C + R_1 = S_to_ep_SPGR(S, S_BL, R_10, TR, a) + return ep_to_C_R1_lin_rxy(R_1, R_10, r_1) # concentration -def s_to_ep_SPGR(s: NDArray[np.float64], s_pre: np.float64, R10: np.float64, tr: np.float64, a: np.float64) -> NDArray[np.float64]: +def S_to_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float64, TR: np.float64, a: np.float64) -> NDArray[np.float64]: """Signal to electromagnetic property conversion (analytical, SPGR, FXL) Args: - s (1D array of np.float64): vector of magnitude signals in arb. unit [OSIPI code Q.MS1.001] - s_pre (np.float64): pre-contrast magnitude signal in arb. unit [OSIPI code Q.MS1.001] - R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] - tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] + S (1D array of np.float64): vector of magnitude signals in a.u. [OSIPI code Q.MS1.001] + S_BL (np.float64): pre-contrast magnitude signal in a.u. [OSIPI code Q.MS1.001] + R_10 (np.float64): native longitudinal relaxation rate in units of /S. [OSIPI code Q.EL1.002] + TR (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] Returns: - 1D array of np.float64: vector of R1 in units of /s. [OSIPI code Q.EL1.001] + 1D array of np.float64: vector of R_1 in units of /s. [OSIPI code Q.EL1.001] References/notes: - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/# @@ -49,24 +50,24 @@ def s_to_ep_SPGR(s: NDArray[np.float64], s_pre: np.float64, R10: np.float64, tr: - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002] - Adapted from contribution of LEK_UoEdinburgh_UK """ - # check s is a 1D array of floats - if not (isinstance(s, np.ndarray) and s.ndim == 1 and s.dtype == np.float64): - raise TypeError("s must be a 1D NumPy array of np.float64") + # check S is a 1D array of floats + if not (isinstance(S, np.ndarray) and S.ndim == 1 and S.dtype == np.float64): + raise TypeError("S must be a 1D NumPy array of np.float64") a_rad = a * np.pi / 180 - # estimate fully T1-relaxed signal in units of arb. unit. [OSIPI code Q.MS1.010] - exp_tr_R10 = np.exp(-tr*R10) + # estimate fully T1-relaxed signal S_0 in units of a.u.. [OSIPI code Q.MS1.010], then R_1 + exp_TR_R10 = np.exp(-TR*R_10) sin_a = np.sin(a_rad) cos_a = np.cos(a_rad) - s0 = s_pre * (1 - cos_a * exp_tr_R10) / (sin_a * (1 - exp_tr_R10)) - return np.log(((s0*sin_a)-s)/(s0*sin_a-(s*cos_a)))*(-1/tr) + S_0 = S_BL * (1 - cos_a * exp_TR_R10) / (sin_a * (1 - exp_TR_R10)) + return np.log(((S_0*sin_a)-S)/(S_0*sin_a-(S*cos_a)))*(-1/TR) # R_1 -def ep_to_c(R1: NDArray[np.float64], R10: np.float64, r1: np.float64): +def ep_to_C_R1_lin_rxy(R_1: NDArray[np.float64], R_10: np.float64, r_1: np.float64): """Electromagnetic property inverse model: longitudinal relaxation rate, linear with relaxivity Args: - R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] - R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] - r1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015] + R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] + R_10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] + r_1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015] Returns: 1D array of np.float64: vector of indicator concentration in units of mM. [OSIPI code Q.IC1.001] @@ -79,32 +80,8 @@ def ep_to_c(R1: NDArray[np.float64], R10: np.float64, r1: np.float64): - Forward model: longitudinal relaxation rate, linear with relaxivity model [M.EL1.003] - Adapted from equation given in lexicon """ - # check R1 is a 1D array of floats - if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): - raise TypeError("R1 must be a 1D NumPy array of np.float64") - return (R1 - R10) / r1 + # check R_1 is a 1D array of floats + if not (isinstance(R_1, np.ndarray) and R_1.ndim == 1 and R_1.dtype == np.float64): + raise TypeError("R_1 must be a 1D NumPy array of np.float64") + return (R_1 - R_10) / r_1 # C -def R1_to_s_SPGR_model(R1: NDArray[np.float64], s0: np.float64, tr: np.float64, a: np.float64) -> NDArray[np.float64]: - """Magnitude models: DCE - R1 in the fast water exchange limit (SPGR) - - Args: - R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] - s0 (np.float64): fully T1-relaxed signal in units of arb. unit. [OSIPI code Q.MS1.010] - tr (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] - a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] - - Returns: - 1D array of np.float64: vector of magnitude signals in arb. unit [OSIPI code Q.MS1.001] - - References: - - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#SPGR%20model - - Lexicon code: M.SM2.002 - - OSIPI name: Spoiled gradient recalled echo model - - Adapted from equation given in the Lexicon and contribution from MJT_UoEdinburgh_UK - """ - # check R1 is a 1D array of floats - if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64): - raise TypeError("R1 must be a 1D NumPy array of np.float64") - # calculate signal - a_rad = a * np.pi / 180 - return s0 * (((1.-np.exp(-tr*R1))*np.sin(a_rad)) / (1.-np.exp(-tr*R1)*np.cos(a_rad))) diff --git a/tests/test_signal.py b/tests/test_signal.py index 2502d25..cbef1de 100644 --- a/tests/test_signal.py +++ b/tests/test_signal.py @@ -5,16 +5,29 @@ def test_signal_R1_to_s_linear(): # 1. Simple use case - R1 = np.array([0.0, 1.5, 3.0, 4.0, 10.0]) # R1 in units of /s + R_1 = np.array([0.0, 1.5, 3.0, 4.0, 10.0], dtype=np.float64) # R1 in units of /s k = np.float64(150.0) # constant of proportionality in units of arb. unit s - signal_truth = np.array([0.0, 225.0, 450.0, 600.0, 1500.0]) # expected signal in arb. unit - signal = osipi.R1_to_s_linear(R1, k) # estimated signal - np.testing.assert_allclose(signal_truth, signal, rtol=0, atol=1e-7) + S_truth = np.array([0.0, 225.0, 450.0, 600.0, 1500.0]) # expected signal in arb. unit + S = osipi.R1_to_S_linear(R_1, k) # estimated signal + np.testing.assert_allclose(S_truth, S, rtol=0, atol=1e-7) + + +def test_signal_R1_to_S_SPGR_model(): + + # 1. Simple use case + # test data created using https://github.com/mjt320/SEPAL + R_1 = np.array([0.1, 0.2, 0.5, 1, 2, 10, 50], dtype=np.float64) + S_0 = np.float64(100) + TR = np.float64(5e-3) + a = np.float64(15) + S_truth = np.array([0.37438758, 0.73827771, 1.77119982, 3.31912401, 5.89510144, 15.5485315, 23.10948814], dtype=np.float64) + S = osipi.R1_to_S_SPGR_model(R_1, S_0, TR, a) + np.testing.assert_allclose(S_truth, S, rtol=0, atol=1e-7) if __name__ == "__main__": test_signal_R1_to_s_linear() + test_signal_R1_to_S_SPGR_model() print('All signal functionality tests passed!!') - diff --git a/tests/test_signal_to_concentration.py b/tests/test_signal_to_concentration.py new file mode 100644 index 0000000..60e5140 --- /dev/null +++ b/tests/test_signal_to_concentration.py @@ -0,0 +1,46 @@ +import numpy as np +import osipi + + +def test_signal_to_concentration_S_to_C_via_ep_SPGR(): + + # 1. Simple use case + # Test data and ground truth adapted from OSIPI repository tests ("vox_1") + S = np.array( + [7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], + dtype=np.float64) + S_BL = np.mean(S[:1]) # average first two points for baseline signal + R_10 = np.float64(1 / 1.4) + TR = np.float64(0.002) + a = np.float64(13) + r_1 = np.float64(4.5) + + C = osipi.S_to_C_via_ep_SPGR(S, S_BL, R_10, TR, a, r_1) + C_truth = np.array( + [5.896517841898054e-15, 0.04861114658132921, -0.02373686966428807, 0.0735037381246513, 0.04861114658132921, + -0.02373686966428807, 0.04861114658132921, 0.0735037381246513, 0.04861114658132921, 0.04861114658132921, + 0.04861114658132921, 0.12451099240893969, 0.02411300135228399, 0.0735037381246513, 0.12451099240893969, + 0.2042308274298612, 1.723816850668738, 2.9860012006598615, 3.0813949356951134, 2.9860012006598615, + 2.3932805439961378, 2.0365845677672656, 1.7832505654332091, 1.5539858164348437, 1.723816850668738, + 1.4473321937838983, 1.6658291725704821, 1.5000331327922662, 1.15513218792702], dtype=np.float64) + np.testing.assert_allclose(C_truth, C, rtol=0, atol=1e-7) + + +def test_signal_to_concentration_S_to_ep_SPGR(): + + # 1. Simple use case + # test data created using https://github.com/mjt320/SEPAL + return + + +def test_signal_to_concentration_ep_to_C_R1_lin_rxy(): + return + + +if __name__ == "__main__": + + test_signal_to_concentration_S_to_C_via_ep_SPGR() + #test_signal_to_concentration_S_to_ep_SPGR() + #test_signal_to_concentration_ep_to_C_R1_lin_rxy() + + print('All signal functionality tests passed!!') From 539a3c7a9caf5d5f352f8b2ec3bad74cb068e7b6 Mon Sep 17 00:00:00 2001 From: mjt320 Date: Thu, 9 May 2024 16:00:38 +0100 Subject: [PATCH 6/7] added all methods, docs and tests --- .../signal/plot_signal_R1_to_s_SPGR_model.py | 2 +- .../signal/plot_signal_R1_to_s_linear.py | 4 +-- ...nal_to_concentration_S_to_C_via_ep_SPGR.py | 3 +- ...ot_signal_to_concentration_S_to_ep_SPGR.py | 9 ++--- ...nal_to_concentration_ep_to_C_R1_lin_rxy.py | 6 ++++ src/osipi/_signal.py | 8 ++--- src/osipi/_signal_to_concentration.py | 19 +++++++--- tests/test_signal_to_concentration.py | 35 ++++++++++++++++--- 8 files changed, 64 insertions(+), 22 deletions(-) diff --git a/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py b/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py index 8093410..7c7ab0d 100644 --- a/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py +++ b/docs/examples/signal/plot_signal_R1_to_s_SPGR_model.py @@ -24,6 +24,6 @@ # Plot S vs. R_1 plt.plot(R_1, S, 'r-') -plt.xlabel('R_1 (/sec)') +plt.xlabel('R_1 (/s)') plt.ylabel('S (a.u.)') plt.show() diff --git a/docs/examples/signal/plot_signal_R1_to_s_linear.py b/docs/examples/signal/plot_signal_R1_to_s_linear.py index 3052629..07afdaa 100644 --- a/docs/examples/signal/plot_signal_R1_to_s_linear.py +++ b/docs/examples/signal/plot_signal_R1_to_s_linear.py @@ -22,6 +22,6 @@ # Plot S vs. R_1 plt.plot(R_1, S, 'ro-') -plt.xlabel('R_1 (/sec)') +plt.xlabel('R_1 (/s)') plt.ylabel('S (a.u.)') -plt.show() \ No newline at end of file +plt.show() diff --git a/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py index 890ccc1..8f7940c 100644 --- a/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py +++ b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_C_via_ep_SPGR.py @@ -16,7 +16,7 @@ # Convert a series of S values to the corresponding indicator concentrations. # Example data adapted from OSIPI repository ("vox_1") S = np.array([7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], dtype=np.float64) -S_BL = np.mean(S[:1]) # average first two points for baseline signal +S_BL = S[0] # use first point for baseline signal R_10 = np.float64(1/1.4) TR = np.float64(0.002) a = np.float64(13) @@ -31,4 +31,5 @@ ax[0].set_ylabel('S (a.u.)') ax[1].plot(C,'b-') ax[1].set_ylabel('C (mM)') +ax[1].set_xlabel('time point') plt.show() diff --git a/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py index 2bd2456..f1c44ea 100644 --- a/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py +++ b/docs/examples/signal_to_concentration/plot_signal_to_concentration_S_to_ep_SPGR.py @@ -13,21 +13,22 @@ import osipi # %% -# Convert a series of S values to the corresponding indicator concentrations. +# Convert a series of S values to the corresponding R_1 values. # Example data adapted from OSIPI repository ("vox_1") S = np.array([7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], dtype=np.float64) -S_BL = np.mean(S[:1]) # average first two points for baseline signal +S_BL = np.float64(S[0]) # use first point for baseline signal R_10 = np.float64(1/1.4) TR = np.float64(.002) a = np.float64(13) R_1 = osipi.S_to_ep_SPGR(S, S_BL, R_10, TR, a) -print(f'R_1 (/sec): {R_1}') +print(f'R_1 (/s): {R_1}') # Plot S and R_1 fig, ax = plt.subplots(2,1) ax[0].plot(S,'b-') ax[0].set_ylabel('S (a.u.)') ax[1].plot(R_1,'b-') -ax[1].set_ylabel('R_1 (/sec)') +ax[1].set_ylabel('R_1 (/s)') +ax[1].set_xlabel('time point') plt.show() diff --git a/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py b/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py index 1439f9d..bfd478c 100644 --- a/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py +++ b/docs/examples/signal_to_concentration/plot_signal_to_concentration_ep_to_C_R1_lin_rxy.py @@ -20,3 +20,9 @@ C = osipi.ep_to_C_R1_lin_rxy(R_1, R_10, r_1) print(f'Concentration (mM): {C}') + +# Plot C vs. R_1 +plt.plot(R_1, C, 'r-') +plt.xlabel('R_1 (/s)') +plt.ylabel('C (a.u.)') +plt.show() diff --git a/src/osipi/_signal.py b/src/osipi/_signal.py index b90a564..cfbf6eb 100644 --- a/src/osipi/_signal.py +++ b/src/osipi/_signal.py @@ -6,7 +6,7 @@ def R1_to_S_linear(R_1: NDArray[np.float64], k: np.float64) -> NDArray[np.float6 """Linear model for relationship between R_1 and magnitude signal, S = k.R_1 Args: - R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /S. [OSIPI code Q.EL1.001] + R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] k (np.float64): proportionality constant in units of a.u. S [OSIPI code Q.GE1.009] Returns: @@ -26,12 +26,12 @@ def R1_to_S_linear(R_1: NDArray[np.float64], k: np.float64) -> NDArray[np.float6 def R1_to_S_SPGR_model(R_1: NDArray[np.float64], S_0: np.float64, TR: np.float64, a: np.float64) -> NDArray[np.float64]: - """Convert R_1 to steady-state signal for SPGR sequence + """Convert R_1 to steady-state signal for SPGR sequence. Args: - R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /S. [OSIPI code Q.EL1.001] + R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] S_0 (np.float64): fully T1-relaxed signal in units of a.u.. [OSIPI code Q.MS1.010] - TR (np.float64): repetition time in units of S. [OSIPI code Q.MS1.006] + TR (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006] a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007] Returns: diff --git a/src/osipi/_signal_to_concentration.py b/src/osipi/_signal_to_concentration.py index b2df08c..8d82996 100644 --- a/src/osipi/_signal_to_concentration.py +++ b/src/osipi/_signal_to_concentration.py @@ -3,7 +3,10 @@ def S_to_C_via_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float64, TR: np.float64, a: np.float64, r_1: np.float64) -> NDArray[np.float64]: - """Signal to concentration via electromagnetic property (SPGR, FXL, analytical linear relaxivity) + """Signal to concentration via electromagnetic property (SPGR, FXL, analytical linear R_1 relaxivity) + + Converts S -> R_1 -> C + Args: S (1D array of np.float64): vector of magnitude signals in a.u. [OSIPI code Q.MS1.001] S_BL (np.float64): pre-contrast magnitude signal in a.u. [OSIPI code Q.MS1.001] @@ -26,12 +29,15 @@ def S_to_C_via_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float6 - Inversion method: analytical inversion [OSIPI code G.MI1.001] - Forward model: longitudinal relaxation rate, linear with relaxivity model [M.EL1.003] """ - R_1 = S_to_ep_SPGR(S, S_BL, R_10, TR, a) - return ep_to_C_R1_lin_rxy(R_1, R_10, r_1) # concentration + R_1 = S_to_ep_SPGR(S, S_BL, R_10, TR, a) # S -> R_1 + return ep_to_C_R1_lin_rxy(R_1, R_10, r_1) # R1 -> C def S_to_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float64, TR: np.float64, a: np.float64) -> NDArray[np.float64]: """Signal to electromagnetic property conversion (analytical, SPGR, FXL) + + Converts Signal to R_1 + Args: S (1D array of np.float64): vector of magnitude signals in a.u. [OSIPI code Q.MS1.001] S_BL (np.float64): pre-contrast magnitude signal in a.u. [OSIPI code Q.MS1.001] @@ -46,8 +52,8 @@ def S_to_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float64, TR: - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/# - Lexicon code: P.SE1.001 - OSIPI name: model-based - - Inversion method: analytical inversion [OSIPI code G.MI1.001] - - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002] + - Inversion method: analytical inversion [OSIPI code G.MI1.001] + - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002] - Adapted from contribution of LEK_UoEdinburgh_UK """ # check S is a 1D array of floats @@ -64,6 +70,9 @@ def S_to_ep_SPGR(S: NDArray[np.float64], S_BL: np.float64, R_10: np.float64, TR: def ep_to_C_R1_lin_rxy(R_1: NDArray[np.float64], R_10: np.float64, r_1: np.float64): """Electromagnetic property inverse model: longitudinal relaxation rate, linear with relaxivity + + Converts R_1 to tissue concentration + Args: R_1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001] R_10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002] diff --git a/tests/test_signal_to_concentration.py b/tests/test_signal_to_concentration.py index 60e5140..d967142 100644 --- a/tests/test_signal_to_concentration.py +++ b/tests/test_signal_to_concentration.py @@ -9,7 +9,7 @@ def test_signal_to_concentration_S_to_C_via_ep_SPGR(): S = np.array( [7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], dtype=np.float64) - S_BL = np.mean(S[:1]) # average first two points for baseline signal + S_BL = S[0] # use first point for baseline signal R_10 = np.float64(1 / 1.4) TR = np.float64(0.002) a = np.float64(13) @@ -29,18 +29,43 @@ def test_signal_to_concentration_S_to_C_via_ep_SPGR(): def test_signal_to_concentration_S_to_ep_SPGR(): # 1. Simple use case - # test data created using https://github.com/mjt320/SEPAL + # Test data adapted from OSIPI repository tests ("vox_1") + # Ground truth is output at the time of writing + S = np.array( + [7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], + dtype=np.float64) + S_BL = S[0] # use first point for baseline signal + R_10 = np.float64(1 / 1.4) + TR = np.float64(.002) + a = np.float64(13) + + R_1 = osipi.S_to_ep_SPGR(S, S_BL, R_10, TR, a) + R_1_truth = np.array([0.71428571, 0.93303587, 0.6074698, 1.04505254, 0.93303587, 0.6074698, + 0.93303587, 1.04505254, 0.93303587, 0.93303587, 0.93303587, 1.27458518, + 0.82279422, 1.04505254, 1.27458518, 1.63332444, 8.47146154, 14.15129112, + 14.58056292, 14.15129112, 11.48404816, 9.87891627, 8.73891326, 7.70722189, + 8.47146154, 7.22728059, 8.21051699, 7.46443481, 5.91238056], dtype=np.float64) + np.testing.assert_allclose(R_1_truth, R_1, rtol=0, atol=1e-7) return def test_signal_to_concentration_ep_to_C_R1_lin_rxy(): + # 1. Simple use case + # Test data and ground truth generated by test writer + R_1 = np.array([1, 2, 3, 4, 5, 6], dtype=np.float64) + R_10 = np.float64(1) + r_1 = np.float64(5) + + C = osipi.ep_to_C_R1_lin_rxy(R_1, R_10, r_1) + C_truth = np.array([0.0, 0.2, 0.4, 0.6, 0.8, 1.0], dtype=np.float64) + np.testing.assert_allclose(C_truth, C, rtol=0, atol=1e-7) return if __name__ == "__main__": test_signal_to_concentration_S_to_C_via_ep_SPGR() - #test_signal_to_concentration_S_to_ep_SPGR() - #test_signal_to_concentration_ep_to_C_R1_lin_rxy() + test_signal_to_concentration_S_to_ep_SPGR() + test_signal_to_concentration_ep_to_C_R1_lin_rxy() - print('All signal functionality tests passed!!') + print('All signal-to-concentration functionality tests passed!!') 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When it is not found, a full rebuild will be done. +config: e14b72e891830c1f1d56435aced99033 +tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/build/html/_downloads/13d29bba0b7f4883cb92cda379ddc864/plot_dummy.py b/docs/build/html/_downloads/13d29bba0b7f4883cb92cda379ddc864/plot_dummy.py new file mode 100644 index 0000000..1f4d326 --- /dev/null +++ b/docs/build/html/_downloads/13d29bba0b7f4883cb92cda379ddc864/plot_dummy.py @@ -0,0 +1,48 @@ +""" +============== +A dummy script +============== + +Dummy script to illustrate structure of examples folder +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Generate synthetic AIF with default settings and plot the result. + +# Define time points in units of seconds - in this case we use a time resolution of 0.5 sec and a total duration of 6 minutes. +t = np.arange(0, 6*60, 0.5) + +# Create an AIF with default settings +ca = osipi.aif_parker(t) + +# Plot the AIF over the full range +plt.plot(t, ca, 'r-') +plt.plot(t, 0*t, 'k-') +plt.xlabel('Time (sec)') +plt.ylabel('Plasma concentration (mM)') +plt.show() + +# %% +# The bolus arrival time (BAT) defaults to 30s. What happens if we change it? Let's try, by changing it in steps of 30s: + +ca = osipi.aif_parker(t, BAT=0) +plt.plot(t, ca, 'b-', label='BAT = 0s') +ca = osipi.aif_parker(t, BAT=30) +plt.plot(t, ca, 'r-', label='BAT = 30s') +ca = osipi.aif_parker(t, BAT=60) +plt.plot(t, ca, 'g-', label='BAT = 60s') +ca = osipi.aif_parker(t, BAT=90) +plt.plot(t, ca, 'm-', label='BAT = 90s') +plt.xlabel('Time (sec)') +plt.ylabel('Plasma concentration (mM)') +plt.legend() +plt.show() + +# Choose the last image as a thumbnail for the gallery +# sphinx_gallery_thumbnail_number = -1 diff --git a/docs/build/html/_downloads/6794ff0fe2ebfd1be519862fb198ceb5/plot_aif_parker.py b/docs/build/html/_downloads/6794ff0fe2ebfd1be519862fb198ceb5/plot_aif_parker.py new file mode 100644 index 0000000..4f3a82d --- /dev/null +++ b/docs/build/html/_downloads/6794ff0fe2ebfd1be519862fb198ceb5/plot_aif_parker.py @@ -0,0 +1,48 @@ +""" +====================================== +The Parker AIF - a play with variables +====================================== + +Simulating a Parker AIF with different settings. +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Generate synthetic AIF with default settings and plot the result. + +# Define time points in units of seconds - in this case we use a time resolution of 0.5 sec and a total duration of 6 minutes. +t = np.arange(0, 6*60, 0.5) + +# Create an AIF with default settings +ca = osipi.aif_parker(t) + +# Plot the AIF over the full range +plt.plot(t, ca, 'r-') +plt.plot(t, 0*t, 'k-') +plt.xlabel('Time (sec)') +plt.ylabel('Plasma concentration (mM)') +plt.show() + +# %% +# The bolus arrival time (BAT) defaults to 0s. What happens if we change it? Let's try, by changing it in steps of 30s: + +ca = osipi.aif_parker(t, BAT=0) +plt.plot(t, ca, 'b-', label='BAT = 0s') +ca = osipi.aif_parker(t, BAT=30) +plt.plot(t, ca, 'r-', label='BAT = 30s') +ca = osipi.aif_parker(t, BAT=60) +plt.plot(t, ca, 'g-', label='BAT = 60s') +ca = osipi.aif_parker(t, BAT=90) +plt.plot(t, ca, 'm-', label='BAT = 90s') +plt.xlabel('Time (sec)') +plt.ylabel('Plasma concentration (mM)') +plt.legend() +plt.show() + +# Choose the last image as a thumbnail for the gallery +# sphinx_gallery_thumbnail_number = -1 diff --git a/docs/build/html/_downloads/7aabdb582807b10ab82e2dcfaa256c12/plot_extended_tofts.py b/docs/build/html/_downloads/7aabdb582807b10ab82e2dcfaa256c12/plot_extended_tofts.py new file mode 100644 index 0000000..a4c60d3 --- /dev/null +++ b/docs/build/html/_downloads/7aabdb582807b10ab82e2dcfaa256c12/plot_extended_tofts.py @@ -0,0 +1,53 @@ +""" +==================== +The Extended Tofts model +==================== + +Simulating tissue concentrations from extended Tofts model with different settings. +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Generate Parker AIF with default settings. + +# Define time points in units of seconds - in this case we use a time resolution of 1 sec and a total duration of 6 minutes. +t = np.arange(0, 6*60, 1) + +# Create an AIF with default settings +ca = osipi.aif_parker(t) + +# %% +# Plot the tissue concentrations for an extracellular volume fraction of 0.2 and 3 different plasma volumes of 0.05, 0.2 and 0.6 +Ktrans = 0.2 # in units of 1/min +ve = 0.2 # volume fraction between 0 and 1 +vp = [0.05, 0.2, 0.6] # volume fraction between 0 and 1 +ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0]) +plt.plot(t, ct, 'b-', label=f'vp = {vp[0]}') +ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[1]) +plt.plot(t, ct, 'g-', label=f'vp = {vp[1]}') +ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[2]) +plt.plot(t, ct, 'm-', label=f'vp = {vp[2]}') +plt.xlabel('Time (sec)') +plt.ylabel('Tissue concentration (mM)') +plt.legend() +plt.show() + +# %% +# Comparing different discretization methods for an extracellular volume fraction of 0.2, Ktrans of 0.2 /min and vp of 0.05 +ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0]) # Defaults to Convolution +plt.plot(t, ct, 'b-', label='Convolution') +ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0], discretization_method='exp') +plt.plot(t, ct, 'g-', label='Exponential Convolution') +plt.title(f'Ktrans = {Ktrans} /min') +plt.xlabel('Time (sec)') +plt.ylabel('Tissue concentration (mM)') +plt.legend() +plt.show() + +# Choose the last image as a thumbnail for the gallery +# sphinx_gallery_thumbnail_number = -1 diff --git a/docs/build/html/_downloads/9dd8307460a64f1314f28e1650ea27b2/plot_aif_parker.ipynb b/docs/build/html/_downloads/9dd8307460a64f1314f28e1650ea27b2/plot_aif_parker.ipynb new file mode 100644 index 0000000..121a62b --- /dev/null +++ b/docs/build/html/_downloads/9dd8307460a64f1314f28e1650ea27b2/plot_aif_parker.ipynb @@ -0,0 +1,86 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# The Parker AIF - a play with variables\n\nSimulating a Parker AIF with different settings. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import necessary packages\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\nimport matplotlib.pyplot as plt\nimport osipi" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate synthetic AIF with default settings and plot the result.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Define time points in units of seconds - in this case we use a time resolution of 0.5 sec and a total duration of 6 minutes.\nt = np.arange(0, 6*60, 0.5)\n\n# Create an AIF with default settings\nca = osipi.aif_parker(t)\n\n# Plot the AIF over the full range\nplt.plot(t, ca, 'r-')\nplt.plot(t, 0*t, 'k-')\nplt.xlabel('Time (sec)')\nplt.ylabel('Plasma concentration (mM)')\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The bolus arrival time (BAT) defaults to 0s. What happens if we change it? Let's try, by changing it in steps of 30s:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ca = osipi.aif_parker(t, BAT=0)\nplt.plot(t, ca, 'b-', label='BAT = 0s')\nca = osipi.aif_parker(t, BAT=30)\nplt.plot(t, ca, 'r-', label='BAT = 30s')\nca = osipi.aif_parker(t, BAT=60)\nplt.plot(t, ca, 'g-', label='BAT = 60s')\nca = osipi.aif_parker(t, BAT=90)\nplt.plot(t, ca, 'm-', label='BAT = 90s')\nplt.xlabel('Time (sec)')\nplt.ylabel('Plasma concentration (mM)')\nplt.legend()\nplt.show()\n\n# Choose the last image as a thumbnail for the gallery\n# sphinx_gallery_thumbnail_number = -1" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.16" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/docs/build/html/_downloads/a33e2b5538ac861c3439d2b7ac57fc73/plot_tofts.py b/docs/build/html/_downloads/a33e2b5538ac861c3439d2b7ac57fc73/plot_tofts.py new file mode 100644 index 0000000..dc22974 --- /dev/null +++ b/docs/build/html/_downloads/a33e2b5538ac861c3439d2b7ac57fc73/plot_tofts.py @@ -0,0 +1,52 @@ +""" +==================== +The Tofts model +==================== + +Simulating tissue concentrations from Tofts model with different settings. +""" + +# %% +# Import necessary packages +import numpy as np +import matplotlib.pyplot as plt +import osipi + +# %% +# Generate Parker AIF with default settings. + +# Define time points in units of seconds - in this case we use a time resolution of 1 sec and a total duration of 6 minutes. +t = np.arange(0, 6*60, 1) + +# Create an AIF with default settings +ca = osipi.aif_parker(t) + +# %% +# Plot the tissue concentrations for an extracellular volume fraction of 0.2 and 3 different transfer rate constants of 0.05, 0.2 and 0.6 /min +Ktrans = [0.05, 0.2, 0.6] # in units of 1/min +ve = 0.2 # volume fraction between 0 and 1 +ct = osipi.tofts(t, ca, Ktrans=Ktrans[0], ve=ve) +plt.plot(t, ct, 'b-', label=f'Ktrans = {Ktrans[0]} /min') +ct = osipi.tofts(t, ca, Ktrans[1], ve) +plt.plot(t, ct, 'g-', label=f'Ktrans = {Ktrans[1]} /min') +ct = osipi.tofts(t, ca, Ktrans[2], ve) +plt.plot(t, ct, 'm-', label=f'Ktrans = {Ktrans[2]} /min') +plt.xlabel('Time (sec)') +plt.ylabel('Tissue concentration (mM)') +plt.legend() +plt.show() + +# %% +# Comparing different discretization methods for an extracellular volume fraction of 0.2 and Ktrans of 0.2 /min +ct = osipi.tofts(t, ca, Ktrans=Ktrans[1], ve=ve) # Defaults to Convolution +plt.plot(t, ct, 'b-', label='Convolution') +ct = osipi.tofts(t, ca, Ktrans=Ktrans[1], ve=ve, discretization_method='exp') +plt.plot(t, ct, 'g-', label='Exponential Convolution') +plt.title(f'Ktrans = {Ktrans[1]} /min') +plt.xlabel('Time (sec)') +plt.ylabel('Tissue concentration (mM)') +plt.legend() +plt.show() + +# Choose the last image as a thumbnail for the gallery +# sphinx_gallery_thumbnail_number = -1 diff --git a/docs/build/html/_downloads/d7fc8c919b404352d2799a152138fb85/plot_dummy.ipynb b/docs/build/html/_downloads/d7fc8c919b404352d2799a152138fb85/plot_dummy.ipynb new file mode 100644 index 0000000..904ad56 --- /dev/null +++ b/docs/build/html/_downloads/d7fc8c919b404352d2799a152138fb85/plot_dummy.ipynb @@ -0,0 +1,86 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# A dummy script\n\nDummy script to illustrate structure of examples folder \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import necessary packages\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\nimport matplotlib.pyplot as plt\nimport osipi" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate synthetic AIF with default settings and plot the result.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Define time points in units of seconds - in this case we use a time resolution of 0.5 sec and a total duration of 6 minutes.\nt = np.arange(0, 6*60, 0.5)\n\n# Create an AIF with default settings\nca = osipi.aif_parker(t)\n\n# Plot the AIF over the full range\nplt.plot(t, ca, 'r-')\nplt.plot(t, 0*t, 'k-')\nplt.xlabel('Time (sec)')\nplt.ylabel('Plasma concentration (mM)')\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The bolus arrival time (BAT) defaults to 30s. What happens if we change it? Let's try, by changing it in steps of 30s:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ca = osipi.aif_parker(t, BAT=0)\nplt.plot(t, ca, 'b-', label='BAT = 0s')\nca = osipi.aif_parker(t, BAT=30)\nplt.plot(t, ca, 'r-', label='BAT = 30s')\nca = osipi.aif_parker(t, BAT=60)\nplt.plot(t, ca, 'g-', label='BAT = 60s')\nca = osipi.aif_parker(t, BAT=90)\nplt.plot(t, ca, 'm-', label='BAT = 90s')\nplt.xlabel('Time (sec)')\nplt.ylabel('Plasma concentration (mM)')\nplt.legend()\nplt.show()\n\n# Choose the last image as a thumbnail for the gallery\n# sphinx_gallery_thumbnail_number = -1" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.16" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/docs/build/html/_downloads/ee302bccd48d31042136c6d4a7818e7e/plot_tofts.ipynb b/docs/build/html/_downloads/ee302bccd48d31042136c6d4a7818e7e/plot_tofts.ipynb new file mode 100644 index 0000000..e937d8c --- /dev/null +++ b/docs/build/html/_downloads/ee302bccd48d31042136c6d4a7818e7e/plot_tofts.ipynb @@ -0,0 +1,104 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# The Tofts model\n\nSimulating tissue concentrations from Tofts model with different settings.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import necessary packages\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\nimport matplotlib.pyplot as plt\nimport osipi" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate Parker AIF with default settings.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Define time points in units of seconds - in this case we use a time resolution of 1 sec and a total duration of 6 minutes.\nt = np.arange(0, 6*60, 1)\n\n# Create an AIF with default settings\nca = osipi.aif_parker(t)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the tissue concentrations for an extracellular volume fraction of 0.2 and 3 different transfer rate constants of 0.05, 0.2 and 0.6 /min\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Ktrans = [0.05, 0.2, 0.6] # in units of 1/min\nve = 0.2 # volume fraction between 0 and 1\nct = osipi.tofts(t, ca, Ktrans=Ktrans[0], ve=ve)\nplt.plot(t, ct, 'b-', label=f'Ktrans = {Ktrans[0]} /min')\nct = osipi.tofts(t, ca, Ktrans[1], ve)\nplt.plot(t, ct, 'g-', label=f'Ktrans = {Ktrans[1]} /min')\nct = osipi.tofts(t, ca, Ktrans[2], ve)\nplt.plot(t, ct, 'm-', label=f'Ktrans = {Ktrans[2]} /min')\nplt.xlabel('Time (sec)')\nplt.ylabel('Tissue concentration (mM)')\nplt.legend()\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comparing different discretization methods for an extracellular volume fraction of 0.2 and Ktrans of 0.2 /min\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ct = osipi.tofts(t, ca, Ktrans=Ktrans[1], ve=ve) # Defaults to Convolution\nplt.plot(t, ct, 'b-', label='Convolution')\nct = osipi.tofts(t, ca, Ktrans=Ktrans[1], ve=ve, discretization_method='exp')\nplt.plot(t, ct, 'g-', label='Exponential Convolution')\nplt.title(f'Ktrans = {Ktrans[1]} /min')\nplt.xlabel('Time (sec)')\nplt.ylabel('Tissue concentration (mM)')\nplt.legend()\nplt.show()\n\n# Choose the last image as a thumbnail for the gallery\n# sphinx_gallery_thumbnail_number = -1" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.16" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/docs/build/html/_downloads/f15aaa3e785381cf53fc7f805bcad7b4/plot_extended_tofts.ipynb b/docs/build/html/_downloads/f15aaa3e785381cf53fc7f805bcad7b4/plot_extended_tofts.ipynb new file mode 100644 index 0000000..d42ad9c --- /dev/null +++ b/docs/build/html/_downloads/f15aaa3e785381cf53fc7f805bcad7b4/plot_extended_tofts.ipynb @@ -0,0 +1,104 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# The Extended Tofts model\n\nSimulating tissue concentrations from extended Tofts model with different settings.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import necessary packages\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\nimport matplotlib.pyplot as plt\nimport osipi" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate Parker AIF with default settings.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Define time points in units of seconds - in this case we use a time resolution of 1 sec and a total duration of 6 minutes.\nt = np.arange(0, 6*60, 1)\n\n# Create an AIF with default settings\nca = osipi.aif_parker(t)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the tissue concentrations for an extracellular volume fraction of 0.2 and 3 different plasma volumes of 0.05, 0.2 and 0.6\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Ktrans = 0.2 # in units of 1/min\nve = 0.2 # volume fraction between 0 and 1\nvp = [0.05, 0.2, 0.6] # volume fraction between 0 and 1\nct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0])\nplt.plot(t, ct, 'b-', label=f'vp = {vp[0]}')\nct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[1])\nplt.plot(t, ct, 'g-', label=f'vp = {vp[1]}')\nct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[2])\nplt.plot(t, ct, 'm-', label=f'vp = {vp[2]}')\nplt.xlabel('Time (sec)')\nplt.ylabel('Tissue concentration (mM)')\nplt.legend()\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comparing different discretization methods for an extracellular volume fraction of 0.2, Ktrans of 0.2 /min and vp of 0.05\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0]) # Defaults to Convolution\nplt.plot(t, ct, 'b-', label='Convolution')\nct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0], discretization_method='exp')\nplt.plot(t, ct, 'g-', label='Exponential Convolution')\nplt.title(f'Ktrans = {Ktrans} /min')\nplt.xlabel('Time (sec)')\nplt.ylabel('Tissue concentration (mM)')\nplt.legend()\nplt.show()\n\n# Choose the last image as a thumbnail for the gallery\n# sphinx_gallery_thumbnail_number = -1" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": 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+ Created using Sphinx 7.2.6. +
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+ + \ No newline at end of file diff --git a/docs/build/html/_modules/osipi/_aif.html b/docs/build/html/_modules/osipi/_aif.html new file mode 100644 index 0000000..b0e373a --- /dev/null +++ b/docs/build/html/_modules/osipi/_aif.html @@ -0,0 +1,640 @@ + + + + + + + + + + osipi._aif — osipi 0.1.1 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Source code for osipi._aif

+import numpy as np
+
+
+

+[docs]
+def aif_parker(t:np.ndarray, BAT:float=0.0, Hct:float=0.0)->np.ndarray:
+    """AIF model as defined by Parker et al (2005)
+
+    Args:
+        t (np.ndarray): array of time points in units of sec. [OSIPI code Q.GE1.004]
+        BAT (float, optional): Time in seconds before the bolus arrives. Defaults to 0. [OSIPI code Q.BA1.001]
+        Hct (float, optional): Hematocrit. Defaults to 0.0. [OSIPI code Q.PH1.012]
+
+    Returns:
+        np.ndarray: Concentrations in mM for each time point in t.
+
+    See Also:
+        `aif_georgiou`
+        `aif_weinmann`
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#arterial-input-function-models
+        - Lexicon code: M.IC2.001
+        - OSIPI name: Parker AIF model
+        - Adapted from contribution by: MB_QBI_UoManchester_UK
+
+    Example:
+
+        Create an array of time points covering 6 min in steps of 1 sec, calculate the Parker AIF at these time points and plot the results.
+
+        Import packages:
+
+        >>> import matplotlib.pyplot as plt
+        >>> import osipi
+
+        Calculate AIF and plot
+
+        >>> t = np.arange(0, 6*60, 1)
+        >>> ca = osipi.aif_parker(t)
+        >>> plt.plot(t,ca)
+        >>> plt.show()
+    """
+    # Convert from OSIPI units (sec) to units used internally (mins)
+    t_min = t/60
+    bat_min = BAT/60
+
+    t_offset = t_min - bat_min
+
+    #A1/(SD1*sqrt(2*PI)) * exp(-(t_offset-m1)^2/(2*var1))
+    #A1 = 0.833, SD1 = 0.055, m1 = 0.171
+    gaussian1 = 5.73258 * np.exp(
+        -1.0 *
+        (t_offset - 0.17046) * (t_offset - 0.17046) /
+        (2.0 * 0.0563 * 0.0563) )
+    
+    #A2/(SD2*sqrt(2*PI)) * exp(-(t_offset-m2)^2/(2*var2))
+    #A2 = 0.336, SD2 = 0.134, m2 = 0.364
+    gaussian2 = 0.997356 * np.exp(
+        -1.0 *
+        (t_offset - 0.365) * (t_offset - 0.365) /
+        (2.0 * 0.132 * 0.132))
+    # alpha*exp(-beta*t_offset) / (1+exp(-S(t_offset-tau)))
+    # alpha = 1.064, beta = 0.166, S = 37.772, tau = 0.482
+    sigmoid = 1.050 * np.exp(-0.1685 * t_offset) / (1.0 + np.exp(-38.078 * (t_offset - 0.483)))
+
+    pop_aif = ((gaussian1 + gaussian2 + sigmoid)) / \
+        (1.0 - Hct)
+    
+    return pop_aif

+
+
+
+

+[docs]
+def aif_georgiou(t:np.ndarray, BAT:float=0.0)->np.ndarray:
+    """AIF model as defined by Georgiou et al.
+
+    Note:
+        This function is not yet implemented. If you are implementing it yourself please consider submitting a code contribution to OSIPI, so nobody ever has to write this function again!
+
+    Args:
+        t (np.ndarray): array of time points in units of sec. [OSIPI code Q.GE1.004]
+        BAT (float, optional): Time in seconds before the bolus arrives. Defaults to 0sec. [OSIPI code Q.BA1.001]
+
+    Returns:
+        np.ndarray: Concentrations in mM for each time point in t.
+
+    See Also:
+        `aif_parker`
+        `aif_weinmann`
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#arterial-input-function-models
+        - Lexicon code: M.IC2.002
+        - OSIPI name: Georgiou AIF model
+        - Adapted from contribution by: TBC
+
+    Example:
+
+        Create an array of time points covering 6min in steps of 1sec, calculate the Georgiou AIF at these time points and plot the results.
+
+        Import packages:
+
+        >>> import matplotlib.pyplot as plt
+        >>> import osipi
+
+        Calculate AIF and plot
+
+        >>> t = np.arange(0, 6*60, 0.1)
+        >>> ca = osipi.aif_georgiou(t)
+        >>> plt.plot(t,ca)
+        >>> plt.show()
+
+    """
+
+    msg = 'This function is not yet implemented \n'
+    msg += 'If you implement it yourself, please consider submitting it as an OSIPI code contribution'
+    raise NotImplementedError(msg)

+
+
+
+

+[docs]
+def aif_weinmann(t:np.ndarray, BAT:float=0.0)->np.ndarray:
+    """AIF model as defined by Weinmann et al.
+
+    Note:
+        This function is not yet implemented. If you are implementing it yourself please consider submitting a code contribution to OSIPI, so nobody ever has to write this function again!
+
+    Args:
+        t (np.ndarray): array of time points in units of sec. [OSIPI code Q.GE1.004]
+        BAT (float, optional): Time in seconds before the bolus arrives. Defaults to 0sec. [OSIPI code Q.BA1.001]
+
+    Returns:
+        np.ndarray: Concentrations in mM for each time point in t.
+
+    See Also:
+        `aif_parker`
+        `aif_georgiou`
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#arterial-input-function-models
+        - Lexicon code: M.IC2.003
+        - OSIPI name: Weinmann AIF model
+        - Adapted from contribution by: TBC
+
+    Example:
+
+        Create an array of time points covering 6min in steps of 1sec, calculate the Weinmann AIF at these time points and plot the results.
+
+        Import packages:
+
+        >>> import matplotlib.pyplot as plt
+        >>> import osipi
+
+        Calculate AIF and plot
+
+        >>> t = np.arange(0, 6*60, 0.1)
+        >>> ca = osipi.aif_weinmann(t)
+        >>> plt.plot(t,ca)
+    """
+    msg = 'This function is not yet implemented \n'
+    msg += 'If you implement it yourself, please consider submitting it as an OSIPI code contribution'
+    raise NotImplementedError(msg)

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+ + © Copyright 2022, OSIPI. +
+ +

+
+ +
+

+ Created using Sphinx 7.2.6. +
+

+
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+ Built with the PyData Sphinx Theme 0.14.0. +

+ +
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+ + \ No newline at end of file diff --git a/docs/build/html/_modules/osipi/_signal.html b/docs/build/html/_modules/osipi/_signal.html new file mode 100644 index 0000000..585fbd7 --- /dev/null +++ b/docs/build/html/_modules/osipi/_signal.html @@ -0,0 +1,523 @@ + + + + + + + + + + osipi._signal — osipi 0.1.1 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Source code for osipi._signal

+import numpy as np
+
+
+

+[docs]
+def signal_linear(R1: np.float64, k: np.float64) -> np.float64:
+    """Linear model for relationship between R1 and magnitude signal
+
+    Args:
+        R1 (np.float64): longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001]
+        k (np.float64): proportionality constant in a.u. S [OSIPI code Q.GE1.009]
+
+    Returns:
+        np.float64: magnitude signal in a.u. [OSIPI code Q.MS1.001]
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#LinModel_SM2
+        - Lexicon code: M.SM2.001
+        - OSIPI name: Linear model
+        - Adapted from equation given in the Lexicon
+    """
+    # calculate signal
+    return k*R1  # S

+
+
+
+

+[docs]
+def signal_SPGR(R1: np.float64, S0: np.float64, TR: np.float64, a: np.float64) -> np.float64:
+    """Steady-state signal for SPGR sequence.
+
+    Args:
+        R1 (np.float64): longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001]
+        S0 (np.float64): fully T1-relaxed signal in a.u. [OSIPI code Q.MS1.010]
+        TR (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006]
+        a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007]
+
+    Returns:
+        np.float64: magnitude signal in a.u. [OSIPI code Q.MS1.001]
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#SPGR%20model
+        - Lexicon code: M.SM2.002
+        - OSIPI name: Spoiled gradient recalled echo model
+        - Adapted from equation given in the Lexicon and contribution from MJT_UoEdinburgh_UK
+    """
+
+    # calculate signal
+    a_rad = a * np.pi / 180
+    exp_TR_R1 = np.exp(-TR*R1)
+    return S0 * (((1. - exp_TR_R1) * np.sin(a_rad)) / (1. - exp_TR_R1 * np.cos(a_rad)))  # S

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+ + © Copyright 2022, OSIPI. +
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+ Created using Sphinx 7.2.6. +
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+ Built with the PyData Sphinx Theme 0.14.0. +

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+ + \ No newline at end of file diff --git a/docs/build/html/_modules/osipi/_signal_to_concentration.html b/docs/build/html/_modules/osipi/_signal_to_concentration.html new file mode 100644 index 0000000..4207eb8 --- /dev/null +++ b/docs/build/html/_modules/osipi/_signal_to_concentration.html @@ -0,0 +1,577 @@ + + + + + + + + + + osipi._signal_to_concentration — osipi 0.1.1 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Source code for osipi._signal_to_concentration

+import numpy as np
+from numpy.typing import NDArray
+
+
+

+[docs]
+def S_to_C_via_R1_SPGR(S: NDArray[np.float64], S_baseline: np.float64, R10: np.float64, TR: np.float64, a: np.float64, r1: np.float64) -> NDArray[np.float64]:
+    """Signal to concentration via electromagnetic property (SPGR, FXL, analytical, linear R1 relaxivity)
+
+    Converts S -> R1 -> C
+
+    Args:
+        S (1D array of np.float64): vector of magnitude signals in a.u. [OSIPI code Q.MS1.001]
+        S_baseline (np.float64): pre-contrast magnitude signal in a.u. [OSIPI code Q.MS1.001]
+        R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002]
+        TR (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006]
+        a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007]
+        r1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015]
+
+    Returns:
+        1D array of np.float64: vector of indicator total (across all compartments) indicator concentration in units of mM. [OSIPI code Q.IC1.001]
+
+    References/notes:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#
+        - Lexicon code: P.SC2.002
+        - OSIPI name: ConvertSToCViaEP
+        - Signal to electromagnetic property conversion method: model-based [OSIPI code P.SE1.001]
+            - Inversion method: analytical inversion [OSIPI code G.MI1.001]
+            - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002]
+        - Electromagnetic property inverse model: model-based [OSIPI code P.EC1.001]
+            - Inversion method: analytical inversion [OSIPI code G.MI1.001]
+            - Forward model: longitudinal relaxation rate, linear with relaxivity model [OSIPI code M.EL1.003]
+    """
+    R1 = S_to_R1_SPGR(S, S_baseline, R10, TR, a)  # S -> R1
+    return R1_to_C_linear_relaxivity(R1, R10, r1)  # R1 -> C

+
+
+
+

+[docs]
+def S_to_R1_SPGR(S: NDArray[np.float64], S_baseline: np.float64, R10: np.float64, TR: np.float64, a: np.float64) -> NDArray[np.float64]:
+    """Signal to electromagnetic property conversion (analytical, SPGR, FXL)
+
+    Converts Signal to R1
+
+    Args:
+        S (1D array of np.float64): vector of magnitude signals in a.u. [OSIPI code Q.MS1.001]
+        S_baseline (np.float64): pre-contrast magnitude signal in a.u. [OSIPI code Q.MS1.001]
+        R10 (np.float64): native longitudinal relaxation rate in units of /S. [OSIPI code Q.EL1.002]
+        TR (np.float64): repetition time in units of s. [OSIPI code Q.MS1.006]
+        a (np.float64): prescribed flip angle in units of deg. [OSIPI code Q.MS1.007]
+
+    Returns:
+        1D array of np.float64: vector of R1 in units of /s. [OSIPI code Q.EL1.001]
+
+    References/notes:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#
+        - Lexicon code: P.SE1.001
+        - OSIPI name: model-based
+            - Inversion method: analytical inversion [OSIPI code G.MI1.001]
+            - Forward model: Spoiled gradient recalled echo model [OSIPI code M.SM2.002]
+        - Adapted from contribution of LEK_UoEdinburgh_UK
+    """
+    # check S is a 1D array of floats
+    if not (isinstance(S, np.ndarray) and S.ndim == 1 and S.dtype == np.float64):
+        raise TypeError("S must be a 1D NumPy array of np.float64")
+
+    a_rad = a * np.pi / 180
+    # estimate fully T1-relaxed signal S0 in units of a.u. [OSIPI code Q.MS1.010], then R1
+    exp_TR_R10 = np.exp(-TR*R10)
+    sin_a = np.sin(a_rad)
+    cos_a = np.cos(a_rad)
+    S0 = S_baseline * (1 - cos_a * exp_TR_R10) / (sin_a * (1 - exp_TR_R10))
+    return np.log(((S0*sin_a)-S)/(S0*sin_a-(S*cos_a)))*(-1/TR)  # R1

+
+
+
+

+[docs]
+def R1_to_C_linear_relaxivity(R1: NDArray[np.float64], R10: np.float64, r1: np.float64):
+    """Electromagnetic property inverse model: longitudinal relaxation rate, linear with relaxivity
+
+    Converts R1 to tissue concentration
+
+    Args:
+        R1 (1D array of np.float64): vector of longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.001]
+        R10 (np.float64): native longitudinal relaxation rate in units of /s. [OSIPI code Q.EL1.002]
+        r1 (np.float64): longitudinal relaxivity in units of /s/mM. [OSIPI code Q.EL1.015]
+
+    Returns:
+        1D array of np.float64: vector of indicator concentration in units of mM. [OSIPI code Q.IC1.001]
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionProcesses/#
+        - Lexicon code: P.EC1.001
+        - OSIPI name: model-based
+        - Inversion method: analytical inversion [OSIPI code G.MI1.001]
+        - Forward model: longitudinal relaxation rate, linear with relaxivity model [OSIPI code M.EL1.003]
+        - Adapted from equation given in lexicon
+    """
+    # check R1 is a 1D array of floats
+    if not (isinstance(R1, np.ndarray) and R1.ndim == 1 and R1.dtype == np.float64):
+        raise TypeError("R1 must be a 1D NumPy array of np.float64")
+    return (R1 - R10) / r1  # C

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+ + © Copyright 2022, OSIPI. +
+ +

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+ Created using Sphinx 7.2.6. +
+

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+ Built with the PyData Sphinx Theme 0.14.0. +

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+ + \ No newline at end of file diff --git a/docs/build/html/_modules/osipi/_tissue.html b/docs/build/html/_modules/osipi/_tissue.html new file mode 100644 index 0000000..d03a817 --- /dev/null +++ b/docs/build/html/_modules/osipi/_tissue.html @@ -0,0 +1,704 @@ + + + + + + + + + + osipi._tissue — osipi 0.1.1 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Source code for osipi._tissue

+import numpy as np
+from scipy.interpolate import interp1d
+from ._convolution import exp_conv
+import warnings
+
+
+

+[docs]
+def tofts(t: np.ndarray, ca: np.ndarray, Ktrans: float, ve: float, Ta: float = 30.0,
+          discretization_method: str = "conv") -> np.ndarray:
+    """Tofts model as defined by Tofts and Kermode (1991)
+
+    Args:
+        t (np.ndarray): array of time points in units of sec. [OSIPI code Q.GE1.004]
+        ca (np.ndarray): Arterial concentrations in mM for each time point in t. [OSIPI code Q.IC1.001]
+        Ktrans (float): Volume transfer constant in units of 1/min. [OSIPI code Q.PH1.008]
+        ve (float): Relative volume fraction of the extracellular extravascular compartment (e). [OSIPI code Q.PH1.001.[e]]
+        Ta (float, optional): Arterial delay time, i.e., difference in onset time between tissue curve and AIF in units of sec. Defaults to 30 seconds. [OSIPI code Q.PH1.007]
+        discretization_method (str, optional): Defines the discretization method. Options include
+
+            – 'conv': Numerical convolution (default) [OSIPI code G.DI1.001]
+
+            – 'exp': Exponential convolution [OSIPI code G.DI1.006]
+
+
+    Returns:
+        np.ndarray: Tissue concentrations in mM for each time point in t.
+
+    See Also:
+        `extended_tofts`
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#indicator-kinetic-models
+        - Lexicon code: M.IC1.004
+        - OSIPI name: Tofts Model
+        - Adapted from contributions by: LEK_UoEdinburgh_UK, ST_USyd_AUS, MJT_UoEdinburgh_UK
+
+    Example:
+
+        Create an array of time points covering 6 min in steps of 1 sec, calculate the Parker AIF at these time points, calculate tissue concentrations
+        using the Tofts model and plot the results.
+
+        Import packages:
+
+        >>> import matplotlib.pyplot as plt
+        >>> import osipi
+        >>> import numpy
+
+        Calculate AIF:
+
+        >>> t = np.arange(0, 6*60, 1)
+        >>> ca = osipi.aif_parker(t)
+
+        Calculate tissue concentrations and plot:
+
+        >>> Ktrans = 0.6 # in units of 1/min
+        >>> ve = 0.2 # takes values from 0 to 1
+        >>> ct = osipi.tofts(t, ca, Ktrans, ve)
+        >>> plt.plot(t, ca, 'r', t, ct, 'b')
+    """
+    if not np.allclose(np.diff(t), np.diff(t)[0]):
+        warnings.warn('Non-uniform time spacing detected. Time array may be resampled.', stacklevel=2)
+
+    if Ktrans <= 0 or ve <= 0:
+        ct = 0 * ca
+        
+    else:
+        # Convert units
+        Ktrans = Ktrans/60 # from 1/min to 1/sec
+
+        if discretization_method == 'exp':  # Use exponential convolution
+            # Shift the AIF by the arterial delay time (if not zero)
+            if Ta != 0:
+                f = interp1d(t, ca, kind='linear', bounds_error=False, fill_value=0)
+                ca = (t > Ta) * f(t - Ta)
+
+            Tc = ve / Ktrans
+            ct = ve * exp_conv(Tc, t, ca)
+
+        else:  # Use convolution by default
+            # Calculate the impulse response function
+            kep = Ktrans / ve
+            imp = Ktrans * np.exp(-1 * kep * t)
+
+            # Shift the AIF by the arterial delay time (if not zero)
+            if Ta != 0:
+                f = interp1d(t, ca, kind='linear', bounds_error=False, fill_value=0)
+                ca = (t > Ta) * f(t - Ta)
+
+            # Check if time data grid is uniformly spaced
+            if np.allclose(np.diff(t), np.diff(t)[0]):
+                # Convolve impulse response with AIF
+                convolution = np.convolve(ca, imp)
+
+                # Discard unwanted points and make sure time spacing is correct
+                ct = convolution[0:len(t)] * t[1]
+            else:
+                # Resample at the smallest spacing
+                dt = np.min(np.diff(t))
+                t_resampled = np.linspace(t[0], t[-1], int((t[-1]-t[0])/dt))
+                ca_func = interp1d(t, ca, kind='quadratic', bounds_error=False, fill_value=0)
+                imp_func = interp1d(t, imp, kind='quadratic', bounds_error=False, fill_value=0)
+                ca_resampled = ca_func(t_resampled)
+                imp_resampled = imp_func(t_resampled)
+                # Convolve impulse response with AIF
+                convolution = np.convolve(ca_resampled, imp_resampled)
+
+                # Discard unwanted points and make sure time spacing is correct
+                ct_resampled = convolution[0:len(t_resampled)] * t_resampled[1]
+
+                # Restore time grid spacing
+                ct_func = interp1d(t_resampled, ct_resampled, kind='quadratic', bounds_error=False, fill_value=0)
+                ct = ct_func(t)
+
+    return ct

+
+
+
+

+[docs]
+def extended_tofts(t: np.ndarray, ca: np.ndarray, Ktrans: float, ve: float, vp: float, Ta: float = 30.0,
+          discretization_method: str = "conv") -> np.ndarray:
+    """Extended tofts model as defined by Tofts (1997)
+
+    Args:
+        t (np.ndarray): array of time points in units of sec. [OSIPI code Q.GE1.004]
+        ca (np.ndarray): Arterial concentrations in mM for each time point in t. [OSIPI code Q.IC1.001]
+        Ktrans (float): Volume transfer constant in units of 1/min. [OSIPI code Q.PH1.008]
+        ve (float): Relative volume fraction of the extracellular extravascular compartment (e). [OSIPI code Q.PH1.001.[e]]
+        vp (float): Relative volyme fraction of the plasma compartment (p). [OSIPI code Q.PH1.001.[p]]
+        Ta (float, optional): Arterial delay time, i.e., difference in onset time between tissue curve and AIF in units of sec. Defaults to 30 seconds. [OSIPI code Q.PH1.007]
+        discretization_method (str, optional): Defines the discretization method. Options include
+
+            – 'conv': Numerical convolution (default) [OSIPI code G.DI1.001]
+
+            – 'exp': Exponential convolution [OSIPI code G.DI1.006]
+
+
+    Returns:
+        np.ndarray: Tissue concentrations in mM for each time point in t.
+
+    See Also:
+        `tofts`
+
+    References:
+        - Lexicon url: https://osipi.github.io/OSIPI_CAPLEX/perfusionModels/#indicator-kinetic-models
+        - Lexicon code: M.IC1.005
+        - OSIPI name: Extended Tofts Model
+        - Adapted from contributions by: LEK_UoEdinburgh_UK, ST_USyd_AUS, MJT_UoEdinburgh_UK
+
+    Example:
+
+        Create an array of time points covering 6 min in steps of 1 sec, calculate the Parker AIF at these time points, calculate tissue concentrations
+        using the Extended Tofts model and plot the results.
+
+        Import packages:
+
+        >>> import matplotlib.pyplot as plt
+        >>> import osipi
+
+        Calculate AIF
+
+        >>> t = np.arange(0, 6*60, 0.1)
+        >>> ca = osipi.aif_parker(t)
+
+        Calculate tissue concentrations and plot
+
+        >>> Ktrans = 0.6 # in units of 1/min
+        >>> ve = 0.2 # takes values from 0 to 1
+        >>> vp = 0.3 # takes values from 0 to 1
+        >>> ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp)
+        >>> plt.plot(t, ca, 'r', t, ct, 'b')
+    """
+
+    if not np.allclose(np.diff(t), np.diff(t)[0]):
+        warnings.warn('Non-uniform time spacing detected. Time array may be resampled.', stacklevel=2)
+
+    if Ktrans <= 0 or ve <= 0:
+        ct = vp * ca
+        
+    else:
+        # Convert units
+        Ktrans = Ktrans/60 # from 1/min to 1/sec
+
+        if discretization_method == 'exp':  # Use exponential convolution
+            # Shift the AIF by the arterial delay time (if not zero)
+            if Ta != 0:
+                f = interp1d(t, ca, kind='linear', bounds_error=False, fill_value=0)
+                ca = (t > Ta) * f(t - Ta)
+
+            Tc = ve / Ktrans
+            # expconv calculates convolution of ca and (1/Tc)exp(-t/Tc), add vp*ca term for extended model
+            ct = (vp * ca) + ve * exp_conv(Tc, t, ca)
+
+
+        else:  # Use convolution by default
+            # Calculate the impulse response function
+            kep = Ktrans / ve
+            imp = Ktrans * np.exp(-1 * kep * t)
+
+            # Shift the AIF by the arterial delay time (if not zero)
+            if Ta != 0:
+                f = interp1d(t, ca, kind='linear', bounds_error=False, fill_value=0)
+                ca = (t > Ta) * f(t - Ta)
+
+            # Check if time data grid is uniformly spaced
+            if np.allclose(np.diff(t), np.diff(t)[0]):
+                # Convolve impulse response with AIF
+                convolution = np.convolve(ca, imp)
+
+                # Discard unwanted points, make sure time spacing is correct and add vp*ca term for extended model
+                ct = convolution[0:len(t)] * t[1] + (vp * ca)
+            else:
+                # Resample at the smallest spacing
+                dt = np.min(np.diff(t))
+                t_resampled = np.linspace(t[0], t[-1], int((t[-1]-t[0])/dt))
+                ca_func = interp1d(t, ca, kind='quadratic', bounds_error=False, fill_value=0)
+                imp_func = interp1d(t, imp, kind='quadratic', bounds_error=False, fill_value=0)
+                ca_resampled = ca_func(t_resampled)
+                imp_resampled = imp_func(t_resampled)
+                # Convolve impulse response with AIF
+                convolution = np.convolve(ca_resampled, imp_resampled)
+
+                # Discard unwanted points, make sure time spacing is correct and add vp*ca term for extended model
+                ct_resampled = convolution[0:len(t_resampled)] * t_resampled[1] + (vp * ca_resampled)
+
+                # Restore time grid spacing
+                ct_func = interp1d(t_resampled, ct_resampled, kind='quadratic', bounds_error=False, fill_value=0)
+                ct = ct_func(t)
+
+    return ct

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+ + © Copyright 2022, OSIPI. +
+ +

+
+ +
+

+ Created using Sphinx 7.2.6. +
+

+
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+ +

+ Built with the PyData Sphinx Theme 0.14.0. +

+ +
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+ +
+ + \ No newline at end of file diff --git a/docs/build/html/_sources/about/index.rst.txt b/docs/build/html/_sources/about/index.rst.txt new file mode 100644 index 0000000..5909101 --- /dev/null +++ b/docs/build/html/_sources/about/index.rst.txt @@ -0,0 +1,13 @@ +##### +About +##### + +``osipi`` is developed by the Open Source Initiative for Perfusion Imaging `OSIPI `_, an initiative of the perfusion study group of the International Society for Magnetic Resonance in Medicine `ISMRM `_. + +The ``osipi`` package structure and logic follows the `lexicon `_ defined by OSIPI, and wraps around selected implementations collected in the `code contributions `_ of OSIPI. + +Scope +^^^^^ + +`osipi` currently only includes methods for the dynamic contrast (DC) approach to perfusion MRI (DC-MRI, a unifying term for the separate fields DCE-MRI and DSC-MRI). In particular arterial spin labelling (ASL) solutions are not currently included, but this may change in the future. + diff --git a/docs/build/html/_sources/developers_guide/index.rst.txt b/docs/build/html/_sources/developers_guide/index.rst.txt new file mode 100644 index 0000000..bf2c080 --- /dev/null +++ b/docs/build/html/_sources/developers_guide/index.rst.txt @@ -0,0 +1,123 @@ +.. _developer-guide: + +############### +Developer guide +############### + +There are multiple ways to contribute to `osipi` and we welcome them all. `osipi` is a tool developed by the research community for the research community, and we are all responsible for ensuring it is as good as it can be. So, if you feel some part of it is not, fix it! + +The way to do this is by making a pull request on github. If you are not familiar with github pull requests, it is not as scary as it sounds. The simplest way is to find the file that you want to edit on gtihub in your browser, edit it manually and follow the prompts to create a fork and pull request. + +************************** +How to contribute examples +************************** + +One way to contribute is by providing examples of how you used `osipi` for a specific task. These are usually real-world examples with a relevant aim, perhaps to derive some results that you have published. To package these up as an example, follow these steps: + +1. Code up your example in a single python file in a narrative style, similar to a notebook. Have a look at the current examples to see how these need to be formatted, especially thier docstrings, to make sure they show up properly on the website. +2. When you save your file, make sure the filename starts with *plot_*. +3. Then drop your file in the examples folder `osipi-docs-examples` in the appropriate subolder. + +When the documentation is generated, your example will automatically appear in the examples gallery and also in the documentation of any function you are using in the example. + + +******************************* +How to contribute documentation +******************************* + +`osipi` is a user interface and for that reason good, clear and well-structured documentation is equally important as the quality of the functionality itself. We especially welcome suggestions for improving the documentation from end-users who are not necessarily contributing new code. You know best what works, and what doesn't. + +If you are a user of `osipi`, and some part of the documentation is not as clear as it can be, then submit your suggestions for improvement and make sure that the next person will not have to face the same issues. + +If you want to edit the documentation of a specific function, then you need to find the function in the osipi source code `osipi-src`. Find the function and edit the documentation string immediately below its definition. If you want to edit any other part of the documentation, find the appropriate file in the documentation source code `osipi-docs-source` and edit it there. + + +*********************** +How to contribute tests +*********************** + +Beyond documentation and functionality, solid testing is equally critical for ensuring long-term stability of a package. `osipi` uses a continuous integration model where all tests are run before each push to the central repository. This is important because often changes at one part of the code, even if tested well locally, can have unintended consequences at other parts. The testing prevents that these errors propagate and destablize parts of the package. + +If you find a bug in any part of the code, this obviously points to a flaw in the code, but it also reveals a gap in the testing. It is critical when this happens that both the code AND the tests are reviewed to ensure that in future a scenario of this type is picked up during testing. + +The tests are defined in the folder `osipi-tests`. + + +******************************* +How to contribute functionality +******************************* + +OSIPI is always happy to receive new functionality for inclusion in the `osipi` package. This can be code that addresses a gap in the current functionality, or it can be code that improves the performance of a current implementation. Improvements can consist of extending the functionality (e.g. with new optional arguments), user friendliness or consistency, improvement of the accuracy or precision in the results, computation time, or platform independence, or improved documentation or code structure. + +Contribution of functionality generally proceeds in two steps. In the first step you submit your code to the primary *contributions* repository as explained in its `wiki `_. The task force will catalogue your code in the contributions repository and test it as explained in the `guidance `_. Afterwards, if it is found to address a gap in `osipi` and/or improve existing functionality, you will be invited to submit a pull request to `osipi` containing your contribution formatted as required by the package. + +While this is the general process, we accept there may be situations where a new submission to the contributions repository is overkill, for instance if your improvement concerns documentation only, or improvements in code structure or style. In that case a direct pull request to `osipi` may be acceptable - when in doubt please contact the OSIPI repository lead in the first instance to avoid unnecessary work. + +See section on design principles below for general requirements from `osipi` code snippets. + + +************************ +How to contribute issues +************************ + +If you have a constructive suggestion for how `osipi` can be improved, but you are not able to address it yourself for some reason, it is still extremely helpful if you write this up as an issue so it can be picked up by others at a later stage. To write up an issue, go to the `osipi` repository on github, select `issues` and write a new one. Make sure to provide sufficient detail so that others can understand and address the issue. + + +***************** +Design principles +***************** + +Style guide +^^^^^^^^^^^ + +`osipi` follows the `google python style guide `_. This means especially also that we expect proper attention to error handling. Consider for instance what happens if a user calls your snippet using arguments of incorrect type or length. Will they get an appropriate error message that will help them identify and fix the error? + + +Package structure +^^^^^^^^^^^^^^^^^ + +The `osipi` documentation follows the structure of the OSIPI Lexicon exactly - see `here `_ for a detailed description of the Lexicon. + +From a user perspective, the package structure is a flat list of functions that can all be accessed as `osipi.some_function`. They are listed in the __init__ file of the package, directly under the folder `src\osipi`. For clarity the code itself is organised into modules, but these may evolve over time and should not be accessed directly. Module names all start with an underscore `_module.py` to emphasise their private and transient nature. Equally, subfolders may be added in the future as the package grows. + + +:: + + src + └── osipi + ├── __init__.py + ├── _module_1.py + ├── _module_2.py + ├── + └── _module_n.py + + +Code snippets +^^^^^^^^^^^^^ + +`osipi` is a collection of *simple* code snippets following a *simple* functional programming paradigm (did you see how we said *simple* twice there?). Each code snippet is a python function that takes OSIPI variables as argument and returns other OSIPI variables as result. At this stage we are *not* planning to include an object oriented interface or internal logic as this reduces the modularity of the code snippets, reduces compatibility with other packages and increases the overhead of learning how to use `osipi`. Therefore all code contributions will essentially exist of a new function, or an improvement of an existing function. + +Beyond the general requirements of the `google python style guide `_, `osipi` requires that each new function is accompanied by an appropriate test in the tests folder, and that each function fully conforms to the Lexicon. In particular: + +1. Each function must be defined in the lexicon, and the doc string must include a reference section containing the following four items: + - Lexicon url: webpage in the Lexicon where the function is defined. + - Lexicon code: machine-readable code identifying the entry in the Lexicon. + - OSIPI name: human-readable name for the function as defined in the Lexicon. + - Adapted from contribution: module.py in the original snippet in the code contribution repository +2. Each argument to the function as as well as each return value *must* be defined in the Lexicon. The doc string of the function must provide the following data on each argument and return value: + - python data type (include type hint in the function definition) + - Lexicon code: machine-readable code identifying the corresponding quantitity in the Lexicon. + - OSIPI name: human-readable name for the quantity as defined in the Lexicon. +3. All arguments and return values must be provided in OSIPI units as defined in the Lexicon. +4. Arguments should be provided using OSIPI notation as defined in the Lexicon. +5. The docstring of the function must contain a self contained code example that runs the function and illustrates the output. + + +.. note:: + + If your function addresses entirely novel functionality or uses new variables that are not yet described in the Lexicon, then you should first contact the Lexicon maintainers and request that it is added as an entry to the Lexicon. Only afterwards can it be considered as a contribution to the `osipi` package. + +.. note:: + + The original `library for code contributions `_ is less stringent as to code structure and documentation or testing requirements. However, it is nevertheless advisable to adhere to the same guidelines when submitting code to the original contributions repository as this will make it easier for testers to understand and run your code, and it will reduce the overhead on your part in rewriting the code if it is subsequently invited as a contribution to `osipi`. + diff --git a/docs/build/html/_sources/generated/api/osipi.R1_to_C_linear_relaxivity.rst.txt b/docs/build/html/_sources/generated/api/osipi.R1_to_C_linear_relaxivity.rst.txt new file mode 100644 index 0000000..068bc0a --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.R1_to_C_linear_relaxivity.rst.txt @@ -0,0 +1,18 @@ +osipi.R1\_to\_C\_linear\_relaxivity +=================================== + + +.. currentmodule:: osipi + + + +.. autofunction:: R1_to_C_linear_relaxivity + + + + + +.. minigallery:: osipi.R1_to_C_linear_relaxivity + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.S_to_C_via_R1_SPGR.rst.txt b/docs/build/html/_sources/generated/api/osipi.S_to_C_via_R1_SPGR.rst.txt new file mode 100644 index 0000000..cbe07e6 --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.S_to_C_via_R1_SPGR.rst.txt @@ -0,0 +1,18 @@ +osipi.S\_to\_C\_via\_R1\_SPGR +============================= + + +.. currentmodule:: osipi + + + +.. autofunction:: S_to_C_via_R1_SPGR + + + + + +.. minigallery:: osipi.S_to_C_via_R1_SPGR + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.S_to_R1_SPGR.rst.txt b/docs/build/html/_sources/generated/api/osipi.S_to_R1_SPGR.rst.txt new file mode 100644 index 0000000..031c112 --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.S_to_R1_SPGR.rst.txt @@ -0,0 +1,18 @@ +osipi.S\_to\_R1\_SPGR +===================== + + +.. currentmodule:: osipi + + + +.. autofunction:: S_to_R1_SPGR + + + + + +.. minigallery:: osipi.S_to_R1_SPGR + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.aif_georgiou.rst.txt b/docs/build/html/_sources/generated/api/osipi.aif_georgiou.rst.txt new file mode 100644 index 0000000..11c89fe --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.aif_georgiou.rst.txt @@ -0,0 +1,18 @@ +osipi.aif\_georgiou +=================== + + +.. currentmodule:: osipi + + + +.. autofunction:: aif_georgiou + + + + + +.. minigallery:: osipi.aif_georgiou + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.aif_parker.rst.txt b/docs/build/html/_sources/generated/api/osipi.aif_parker.rst.txt new file mode 100644 index 0000000..33c9b48 --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.aif_parker.rst.txt @@ -0,0 +1,18 @@ +osipi.aif\_parker +================= + + +.. currentmodule:: osipi + + + +.. autofunction:: aif_parker + + + + + +.. minigallery:: osipi.aif_parker + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.aif_weinmann.rst.txt b/docs/build/html/_sources/generated/api/osipi.aif_weinmann.rst.txt new file mode 100644 index 0000000..80684b4 --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.aif_weinmann.rst.txt @@ -0,0 +1,18 @@ +osipi.aif\_weinmann +=================== + + +.. currentmodule:: osipi + + + +.. autofunction:: aif_weinmann + + + + + +.. minigallery:: osipi.aif_weinmann + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.extended_tofts.rst.txt b/docs/build/html/_sources/generated/api/osipi.extended_tofts.rst.txt new file mode 100644 index 0000000..48a2d6e --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.extended_tofts.rst.txt @@ -0,0 +1,18 @@ +osipi.extended\_tofts +===================== + + +.. currentmodule:: osipi + + + +.. autofunction:: extended_tofts + + + + + +.. minigallery:: osipi.extended_tofts + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.signal_SPGR.rst.txt b/docs/build/html/_sources/generated/api/osipi.signal_SPGR.rst.txt new file mode 100644 index 0000000..ebb4e25 --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.signal_SPGR.rst.txt @@ -0,0 +1,18 @@ +osipi.signal\_SPGR +================== + + +.. currentmodule:: osipi + + + +.. autofunction:: signal_SPGR + + + + + +.. minigallery:: osipi.signal_SPGR + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.signal_linear.rst.txt b/docs/build/html/_sources/generated/api/osipi.signal_linear.rst.txt new file mode 100644 index 0000000..43feaea --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.signal_linear.rst.txt @@ -0,0 +1,18 @@ +osipi.signal\_linear +==================== + + +.. currentmodule:: osipi + + + +.. autofunction:: signal_linear + + + + + +.. minigallery:: osipi.signal_linear + :add-heading: + + diff --git a/docs/build/html/_sources/generated/api/osipi.tofts.rst.txt b/docs/build/html/_sources/generated/api/osipi.tofts.rst.txt new file mode 100644 index 0000000..69f53b7 --- /dev/null +++ b/docs/build/html/_sources/generated/api/osipi.tofts.rst.txt @@ -0,0 +1,18 @@ +osipi.tofts +=========== + + +.. currentmodule:: osipi + + + +.. autofunction:: tofts + + + + + +.. minigallery:: osipi.tofts + :add-heading: + + diff --git a/docs/build/html/_sources/generated/examples/aif/index.rst.txt b/docs/build/html/_sources/generated/examples/aif/index.rst.txt new file mode 100644 index 0000000..87275a9 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/aif/index.rst.txt @@ -0,0 +1,62 @@ + + +.. _sphx_glr_generated_examples_aif: + +************************ +Arterial Input Functions +************************ + + + + + +.. raw:: html + +
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/aif/images/thumb/sphx_glr_plot_aif_parker_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_aif_plot_aif_parker.py` + +.. raw:: html + +
The Parker AIF - a play with variables
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/aif/images/thumb/sphx_glr_plot_dummy_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_aif_plot_dummy.py` + +.. raw:: html + +
A dummy script
+
+ + +.. raw:: html + +
+ + +.. toctree:: + :hidden: + + /generated/examples/aif/plot_aif_parker + /generated/examples/aif/plot_dummy + diff --git a/docs/build/html/_sources/generated/examples/aif/plot_aif_parker.rst.txt b/docs/build/html/_sources/generated/examples/aif/plot_aif_parker.rst.txt new file mode 100644 index 0000000..48dee78 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/aif/plot_aif_parker.rst.txt @@ -0,0 +1,144 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/examples/aif/plot_aif_parker.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_examples_aif_plot_aif_parker.py: + + +====================================== +The Parker AIF - a play with variables +====================================== + +Simulating a Parker AIF with different settings. + +.. GENERATED FROM PYTHON SOURCE LINES 10-11 + +Import necessary packages + +.. GENERATED FROM PYTHON SOURCE LINES 11-15 + +.. code-block:: default + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 16-17 + +Generate synthetic AIF with default settings and plot the result. + +.. GENERATED FROM PYTHON SOURCE LINES 17-31 + +.. code-block:: default + + + # Define time points in units of seconds - in this case we use a time resolution of 0.5 sec and a total duration of 6 minutes. + t = np.arange(0, 6*60, 0.5) + + # Create an AIF with default settings + ca = osipi.aif_parker(t) + + # Plot the AIF over the full range + plt.plot(t, ca, 'r-') + plt.plot(t, 0*t, 'k-') + plt.xlabel('Time (sec)') + plt.ylabel('Plasma concentration (mM)') + plt.show() + + + + +.. image-sg:: /generated/examples/aif/images/sphx_glr_plot_aif_parker_001.png + :alt: plot aif parker + :srcset: /generated/examples/aif/images/sphx_glr_plot_aif_parker_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 32-33 + +The bolus arrival time (BAT) defaults to 0s. What happens if we change it? Let's try, by changing it in steps of 30s: + +.. GENERATED FROM PYTHON SOURCE LINES 33-49 + +.. code-block:: default + + + ca = osipi.aif_parker(t, BAT=0) + plt.plot(t, ca, 'b-', label='BAT = 0s') + ca = osipi.aif_parker(t, BAT=30) + plt.plot(t, ca, 'r-', label='BAT = 30s') + ca = osipi.aif_parker(t, BAT=60) + plt.plot(t, ca, 'g-', label='BAT = 60s') + ca = osipi.aif_parker(t, BAT=90) + plt.plot(t, ca, 'm-', label='BAT = 90s') + plt.xlabel('Time (sec)') + plt.ylabel('Plasma concentration (mM)') + plt.legend() + plt.show() + + # Choose the last image as a thumbnail for the gallery + # sphinx_gallery_thumbnail_number = -1 + + + +.. image-sg:: /generated/examples/aif/images/sphx_glr_plot_aif_parker_002.png + :alt: plot aif parker + :srcset: /generated/examples/aif/images/sphx_glr_plot_aif_parker_002.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 0.110 seconds) + + +.. _sphx_glr_download_generated_examples_aif_plot_aif_parker.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_aif_parker.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_aif_parker.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/build/html/_sources/generated/examples/aif/plot_dummy.rst.txt b/docs/build/html/_sources/generated/examples/aif/plot_dummy.rst.txt new file mode 100644 index 0000000..de75cd2 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/aif/plot_dummy.rst.txt @@ -0,0 +1,144 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/examples/aif/plot_dummy.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_examples_aif_plot_dummy.py: + + +============== +A dummy script +============== + +Dummy script to illustrate structure of examples folder + +.. GENERATED FROM PYTHON SOURCE LINES 10-11 + +Import necessary packages + +.. GENERATED FROM PYTHON SOURCE LINES 11-15 + +.. code-block:: default + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 16-17 + +Generate synthetic AIF with default settings and plot the result. + +.. GENERATED FROM PYTHON SOURCE LINES 17-31 + +.. code-block:: default + + + # Define time points in units of seconds - in this case we use a time resolution of 0.5 sec and a total duration of 6 minutes. + t = np.arange(0, 6*60, 0.5) + + # Create an AIF with default settings + ca = osipi.aif_parker(t) + + # Plot the AIF over the full range + plt.plot(t, ca, 'r-') + plt.plot(t, 0*t, 'k-') + plt.xlabel('Time (sec)') + plt.ylabel('Plasma concentration (mM)') + plt.show() + + + + +.. image-sg:: /generated/examples/aif/images/sphx_glr_plot_dummy_001.png + :alt: plot dummy + :srcset: /generated/examples/aif/images/sphx_glr_plot_dummy_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 32-33 + +The bolus arrival time (BAT) defaults to 30s. What happens if we change it? Let's try, by changing it in steps of 30s: + +.. GENERATED FROM PYTHON SOURCE LINES 33-49 + +.. code-block:: default + + + ca = osipi.aif_parker(t, BAT=0) + plt.plot(t, ca, 'b-', label='BAT = 0s') + ca = osipi.aif_parker(t, BAT=30) + plt.plot(t, ca, 'r-', label='BAT = 30s') + ca = osipi.aif_parker(t, BAT=60) + plt.plot(t, ca, 'g-', label='BAT = 60s') + ca = osipi.aif_parker(t, BAT=90) + plt.plot(t, ca, 'm-', label='BAT = 90s') + plt.xlabel('Time (sec)') + plt.ylabel('Plasma concentration (mM)') + plt.legend() + plt.show() + + # Choose the last image as a thumbnail for the gallery + # sphinx_gallery_thumbnail_number = -1 + + + +.. image-sg:: /generated/examples/aif/images/sphx_glr_plot_dummy_002.png + :alt: plot dummy + :srcset: /generated/examples/aif/images/sphx_glr_plot_dummy_002.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 0.078 seconds) + + +.. _sphx_glr_download_generated_examples_aif_plot_dummy.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_dummy.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_dummy.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/build/html/_sources/generated/examples/aif/sg_execution_times.rst.txt b/docs/build/html/_sources/generated/examples/aif/sg_execution_times.rst.txt new file mode 100644 index 0000000..de64540 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/aif/sg_execution_times.rst.txt @@ -0,0 +1,15 @@ + +:orphan: + +.. _sphx_glr_generated_examples_aif_sg_execution_times: + + +Computation times +================= +**00:00.188** total execution time for **generated_examples_aif** files: + ++------------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_generated_examples_aif_plot_aif_parker.py` (``plot_aif_parker.py``) | 00:00.110 | 0.0 MB | ++------------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_generated_examples_aif_plot_dummy.py` (``plot_dummy.py``) | 00:00.078 | 0.0 MB | ++------------------------------------------------------------------------------------+-----------+--------+ diff --git a/docs/build/html/_sources/generated/examples/index.rst.txt b/docs/build/html/_sources/generated/examples/index.rst.txt new file mode 100644 index 0000000..8172642 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/index.rst.txt @@ -0,0 +1,139 @@ +:orphan: + +######## +Examples +######## + +Illustrating common use cases of osipi. + + + + + +.. raw:: html + +
+ + +.. raw:: html + +
+ +************************ +Arterial Input Functions +************************ + + + + + +.. raw:: html + +
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/aif/images/thumb/sphx_glr_plot_aif_parker_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_aif_plot_aif_parker.py` + +.. raw:: html + +
The Parker AIF - a play with variables
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/aif/images/thumb/sphx_glr_plot_dummy_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_aif_plot_dummy.py` + +.. raw:: html + +
A dummy script
+
+ + +.. raw:: html + +
+ +********************* +Tissue concentrations +********************* + + + + + +.. raw:: html + +
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/tissue/images/thumb/sphx_glr_plot_tofts_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_tissue_plot_tofts.py` + +.. raw:: html + +
The Tofts model
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/tissue/images/thumb/sphx_glr_plot_extended_tofts_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_tissue_plot_extended_tofts.py` + +.. raw:: html + +
The Extended Tofts model
+
+ + +.. raw:: html + +
+ + +.. toctree:: + :hidden: + :includehidden: + + + /generated/examples/aif/index.rst + /generated/examples/tissue/index.rst + + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/build/html/_sources/generated/examples/sg_execution_times.rst.txt b/docs/build/html/_sources/generated/examples/sg_execution_times.rst.txt new file mode 100644 index 0000000..e8da946 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/sg_execution_times.rst.txt @@ -0,0 +1,37 @@ + +:orphan: + +.. _sphx_glr_generated_examples_sg_execution_times: + + +Computation times +================= +**00:00.000** total execution time for 0 files **from generated/examples**: + +.. container:: + + .. raw:: html + + + + + + + + .. list-table:: + :header-rows: 1 + :class: table table-striped sg-datatable + + * - Example + - Time + - Mem (MB) + * - N/A + - N/A + - N/A diff --git a/docs/build/html/_sources/generated/examples/tissue/index.rst.txt b/docs/build/html/_sources/generated/examples/tissue/index.rst.txt new file mode 100644 index 0000000..b028c57 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/tissue/index.rst.txt @@ -0,0 +1,62 @@ + + +.. _sphx_glr_generated_examples_tissue: + +********************* +Tissue concentrations +********************* + + + + + +.. raw:: html + +
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/tissue/images/thumb/sphx_glr_plot_tofts_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_tissue_plot_tofts.py` + +.. raw:: html + +
The Tofts model
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /generated/examples/tissue/images/thumb/sphx_glr_plot_extended_tofts_thumb.png + :alt: + + :ref:`sphx_glr_generated_examples_tissue_plot_extended_tofts.py` + +.. raw:: html + +
The Extended Tofts model
+
+ + +.. raw:: html + +
+ + +.. toctree:: + :hidden: + + /generated/examples/tissue/plot_tofts + /generated/examples/tissue/plot_extended_tofts + diff --git a/docs/build/html/_sources/generated/examples/tissue/plot_extended_tofts.rst.txt b/docs/build/html/_sources/generated/examples/tissue/plot_extended_tofts.rst.txt new file mode 100644 index 0000000..1223560 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/tissue/plot_extended_tofts.rst.txt @@ -0,0 +1,159 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/examples/tissue/plot_extended_tofts.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_examples_tissue_plot_extended_tofts.py: + + +==================== +The Extended Tofts model +==================== + +Simulating tissue concentrations from extended Tofts model with different settings. + +.. GENERATED FROM PYTHON SOURCE LINES 10-11 + +Import necessary packages + +.. GENERATED FROM PYTHON SOURCE LINES 11-15 + +.. code-block:: Python + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 16-17 + +Generate Parker AIF with default settings. + +.. GENERATED FROM PYTHON SOURCE LINES 17-24 + +.. code-block:: Python + + + # Define time points in units of seconds - in this case we use a time resolution of 1 sec and a total duration of 6 minutes. + t = np.arange(0, 6*60, 1) + + # Create an AIF with default settings + ca = osipi.aif_parker(t) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 25-26 + +Plot the tissue concentrations for an extracellular volume fraction of 0.2 and 3 different plasma volumes of 0.05, 0.2 and 0.6 + +.. GENERATED FROM PYTHON SOURCE LINES 26-40 + +.. code-block:: Python + + Ktrans = 0.2 # in units of 1/min + ve = 0.2 # volume fraction between 0 and 1 + vp = [0.05, 0.2, 0.6] # volume fraction between 0 and 1 + ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0]) + plt.plot(t, ct, 'b-', label=f'vp = {vp[0]}') + ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[1]) + plt.plot(t, ct, 'g-', label=f'vp = {vp[1]}') + ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[2]) + plt.plot(t, ct, 'm-', label=f'vp = {vp[2]}') + plt.xlabel('Time (sec)') + plt.ylabel('Tissue concentration (mM)') + plt.legend() + plt.show() + + + + +.. image-sg:: /generated/examples/tissue/images/sphx_glr_plot_extended_tofts_001.png + :alt: plot extended tofts + :srcset: /generated/examples/tissue/images/sphx_glr_plot_extended_tofts_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 41-42 + +Comparing different discretization methods for an extracellular volume fraction of 0.2, Ktrans of 0.2 /min and vp of 0.05 + +.. GENERATED FROM PYTHON SOURCE LINES 42-54 + +.. code-block:: Python + + ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0]) # Defaults to Convolution + plt.plot(t, ct, 'b-', label='Convolution') + ct = osipi.extended_tofts(t, ca, Ktrans, ve, vp[0], discretization_method='exp') + plt.plot(t, ct, 'g-', label='Exponential Convolution') + plt.title(f'Ktrans = {Ktrans} /min') + plt.xlabel('Time (sec)') + plt.ylabel('Tissue concentration (mM)') + plt.legend() + plt.show() + + # Choose the last image as a thumbnail for the gallery + # sphinx_gallery_thumbnail_number = -1 + + + +.. image-sg:: /generated/examples/tissue/images/sphx_glr_plot_extended_tofts_002.png + :alt: Ktrans = 0.2 /min + :srcset: /generated/examples/tissue/images/sphx_glr_plot_extended_tofts_002.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 0.113 seconds) + + +.. _sphx_glr_download_generated_examples_tissue_plot_extended_tofts.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_extended_tofts.ipynb ` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_extended_tofts.py ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/build/html/_sources/generated/examples/tissue/plot_tofts.rst.txt b/docs/build/html/_sources/generated/examples/tissue/plot_tofts.rst.txt new file mode 100644 index 0000000..bd7378d --- /dev/null +++ b/docs/build/html/_sources/generated/examples/tissue/plot_tofts.rst.txt @@ -0,0 +1,161 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "generated/examples/tissue/plot_tofts.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_generated_examples_tissue_plot_tofts.py: + + +==================== +The Tofts model +==================== + +Simulating tissue concentrations from Tofts model with different settings. + +.. GENERATED FROM PYTHON SOURCE LINES 10-11 + +Import necessary packages + +.. GENERATED FROM PYTHON SOURCE LINES 11-15 + +.. code-block:: default + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 16-17 + +Generate Parker AIF with default settings. + +.. GENERATED FROM PYTHON SOURCE LINES 17-24 + +.. code-block:: default + + + # Define time points in units of seconds - in this case we use a time resolution of 1 sec and a total duration of 6 minutes. + t = np.arange(0, 6*60, 1) + + # Create an AIF with default settings + ca = osipi.aif_parker(t) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 25-26 + +Plot the tissue concentrations for an extracellular volume fraction of 0.2 and 3 different transfer rate constants of 0.05, 0.2 and 0.6 /min + +.. GENERATED FROM PYTHON SOURCE LINES 26-39 + +.. code-block:: default + + Ktrans = [0.05, 0.2, 0.6] # in units of 1/min + ve = 0.2 # volume fraction between 0 and 1 + ct = osipi.tofts(t, ca, Ktrans=Ktrans[0], ve=ve) + plt.plot(t, ct, 'b-', label=f'Ktrans = {Ktrans[0]} /min') + ct = osipi.tofts(t, ca, Ktrans[1], ve) + plt.plot(t, ct, 'g-', label=f'Ktrans = {Ktrans[1]} /min') + ct = osipi.tofts(t, ca, Ktrans[2], ve) + plt.plot(t, ct, 'm-', label=f'Ktrans = {Ktrans[2]} /min') + plt.xlabel('Time (sec)') + plt.ylabel('Tissue concentration (mM)') + plt.legend() + plt.show() + + + + +.. image-sg:: /generated/examples/tissue/images/sphx_glr_plot_tofts_001.png + :alt: plot tofts + :srcset: /generated/examples/tissue/images/sphx_glr_plot_tofts_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 40-41 + +Comparing different discretization methods for an extracellular volume fraction of 0.2 and Ktrans of 0.2 /min + +.. GENERATED FROM PYTHON SOURCE LINES 41-53 + +.. code-block:: default + + ct = osipi.tofts(t, ca, Ktrans=Ktrans[1], ve=ve) # Defaults to Convolution + plt.plot(t, ct, 'b-', label='Convolution') + ct = osipi.tofts(t, ca, Ktrans=Ktrans[1], ve=ve, discretization_method='exp') + plt.plot(t, ct, 'g-', label='Exponential Convolution') + plt.title(f'Ktrans = {Ktrans[1]} /min') + plt.xlabel('Time (sec)') + plt.ylabel('Tissue concentration (mM)') + plt.legend() + plt.show() + + # Choose the last image as a thumbnail for the gallery + # sphinx_gallery_thumbnail_number = -1 + + + +.. image-sg:: /generated/examples/tissue/images/sphx_glr_plot_tofts_002.png + :alt: Ktrans = 0.2 /min + :srcset: /generated/examples/tissue/images/sphx_glr_plot_tofts_002.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 0.093 seconds) + + +.. _sphx_glr_download_generated_examples_tissue_plot_tofts.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_tofts.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_tofts.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/build/html/_sources/generated/examples/tissue/sg_execution_times.rst.txt b/docs/build/html/_sources/generated/examples/tissue/sg_execution_times.rst.txt new file mode 100644 index 0000000..d653090 --- /dev/null +++ b/docs/build/html/_sources/generated/examples/tissue/sg_execution_times.rst.txt @@ -0,0 +1,40 @@ + +:orphan: + +.. _sphx_glr_generated_examples_tissue_sg_execution_times: + + +Computation times +================= +**00:00.113** total execution time for 2 files **from generated/examples/tissue**: + +.. container:: + + .. raw:: html + + + + + + + + .. list-table:: + :header-rows: 1 + :class: table table-striped sg-datatable + + * - Example + - Time + - Mem (MB) + * - :ref:`sphx_glr_generated_examples_tissue_plot_extended_tofts.py` (``plot_extended_tofts.py``) + - 00:00.113 + - 0.0 + * - :ref:`sphx_glr_generated_examples_tissue_plot_tofts.py` (``plot_tofts.py``) + - 00:00.000 + - 0.0 diff --git a/docs/build/html/_sources/index.rst.txt b/docs/build/html/_sources/index.rst.txt new file mode 100644 index 0000000..9093c9f --- /dev/null +++ b/docs/build/html/_sources/index.rst.txt @@ -0,0 +1,28 @@ +.. dbdicom documentation master file, created by + sphinx-quickstart on Mon Oct 10 07:46:23 2022. + You can adapt this file completely to your liking, but it should at least + contain the root `toctree` directive. + +################### +osipi documentation +################### + +``osipi`` is the authorative python package for perfusion MRI. + +``osipi`` is developed by the Open Source Initiative for Perfusion Imaging (OSIPI), an initiative of the perfusion study group of the International Society for Magnetic Resonance in Medicine (ISMRM). + +The ``osipi`` package structure and logic follows the lexicon defined by OSIPI, and wraps around selected implementations collected in the original code contributions of OSIPI. + +.. warning:: + + ``osipi`` is developed in public but is work in progress. This version contains mostly temporary placeholder functionalty. + + +.. toctree:: + :maxdepth: 2 + + user_guide/index + reference/index + generated/examples/index + developers_guide/index + about/index \ No newline at end of file diff --git a/docs/build/html/_sources/reference/alphabetical.rst.txt b/docs/build/html/_sources/reference/alphabetical.rst.txt new file mode 100644 index 0000000..d86073c --- /dev/null +++ b/docs/build/html/_sources/reference/alphabetical.rst.txt @@ -0,0 +1,19 @@ +Index +^^^^^ + +Alphabetic list of all currently available `osipi` code snippets. + +.. currentmodule:: osipi + + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + aif_georgiou + aif_parker + aif_weinmann + extended_tofts + signal_linear + signal_SPGR + tofts diff --git a/docs/build/html/_sources/reference/general.averaging.rst.txt b/docs/build/html/_sources/reference/general.averaging.rst.txt new file mode 100644 index 0000000..3282c25 --- /dev/null +++ b/docs/build/html/_sources/reference/general.averaging.rst.txt @@ -0,0 +1,16 @@ +Averaging +========= + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + + diff --git a/docs/build/html/_sources/reference/general.convolution.rst.txt b/docs/build/html/_sources/reference/general.convolution.rst.txt new file mode 100644 index 0000000..0c9d9b0 --- /dev/null +++ b/docs/build/html/_sources/reference/general.convolution.rst.txt @@ -0,0 +1,14 @@ +Convolution +^^^^^^^^^^^ + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + diff --git a/docs/build/html/_sources/reference/general.deconvolution.rst.txt b/docs/build/html/_sources/reference/general.deconvolution.rst.txt new file mode 100644 index 0000000..82e9867 --- /dev/null +++ b/docs/build/html/_sources/reference/general.deconvolution.rst.txt @@ -0,0 +1,14 @@ +Deconvolution +============= + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + diff --git a/docs/build/html/_sources/reference/general.descriptive.rst.txt b/docs/build/html/_sources/reference/general.descriptive.rst.txt new file mode 100644 index 0000000..813ab6c --- /dev/null +++ b/docs/build/html/_sources/reference/general.descriptive.rst.txt @@ -0,0 +1,15 @@ +Descriptive +=========== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/general.forward.rst.txt b/docs/build/html/_sources/reference/general.forward.rst.txt new file mode 100644 index 0000000..d79b191 --- /dev/null +++ b/docs/build/html/_sources/reference/general.forward.rst.txt @@ -0,0 +1,15 @@ +Forward +======= + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/general.optimization.rst.txt b/docs/build/html/_sources/reference/general.optimization.rst.txt new file mode 100644 index 0000000..a53ff21 --- /dev/null +++ b/docs/build/html/_sources/reference/general.optimization.rst.txt @@ -0,0 +1,16 @@ +Optimization +============ + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + + diff --git a/docs/build/html/_sources/reference/general.rst.txt b/docs/build/html/_sources/reference/general.rst.txt new file mode 100644 index 0000000..df0ee2f --- /dev/null +++ b/docs/build/html/_sources/reference/general.rst.txt @@ -0,0 +1,18 @@ +******* +General +******* + +.. toctree:: + :maxdepth: 2 + + general.averaging + general.convolution + general.deconvolution + general.descriptive + general.forward + general.optimization + general.segmentation + general.uncertainty + + + diff --git a/docs/build/html/_sources/reference/general.segmentation.rst.txt b/docs/build/html/_sources/reference/general.segmentation.rst.txt new file mode 100644 index 0000000..2b5f880 --- /dev/null +++ b/docs/build/html/_sources/reference/general.segmentation.rst.txt @@ -0,0 +1,14 @@ +Segmentation +============ + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + diff --git a/docs/build/html/_sources/reference/general.uncertainty.rst.txt b/docs/build/html/_sources/reference/general.uncertainty.rst.txt new file mode 100644 index 0000000..a7e50e9 --- /dev/null +++ b/docs/build/html/_sources/reference/general.uncertainty.rst.txt @@ -0,0 +1,16 @@ +Uncertainty +=========== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + + diff --git a/docs/build/html/_sources/reference/index.rst.txt b/docs/build/html/_sources/reference/index.rst.txt new file mode 100644 index 0000000..56fc89f --- /dev/null +++ b/docs/build/html/_sources/reference/index.rst.txt @@ -0,0 +1,23 @@ +######### +Reference +######### + +This reference manual details all functions included in ``osipi``, describing what they are and what they do. Documentation of individual functions contains self-contained example code that demonstrates basic usage of the function. + +The ``osipi`` package currently only includes methods for the dynamic contrast (DC) approach to perfusion MRI (DC-MRI, a unifying term for the separate fields DCE-MRI and DSC-MRI). In particular arterial spin labelling (ASL) solutions are not currently included, but may be added in the future. + +This reference guide, like the ``osipi`` package itself, adheres closely to the structure and language of the `OSIPI Lexicon `_. + + +.. warning:: + + ``osipi`` is in development and this reference guide currently contains mainly empty placeholder entries. + +.. toctree:: + :maxdepth: 2 + + alphabetical + models + processes + general + diff --git a/docs/build/html/_sources/reference/models.concentration.aif.rst.txt b/docs/build/html/_sources/reference/models.concentration.aif.rst.txt new file mode 100644 index 0000000..c5c0634 --- /dev/null +++ b/docs/build/html/_sources/reference/models.concentration.aif.rst.txt @@ -0,0 +1,19 @@ +AIF models +^^^^^^^^^^ + +.. currentmodule:: osipi + + +Population AIFs +--------------- + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + aif_parker + aif_georgiou + aif_weinmann + + + diff --git a/docs/build/html/_sources/reference/models.concentration.rst.txt b/docs/build/html/_sources/reference/models.concentration.rst.txt new file mode 100644 index 0000000..fc8480c --- /dev/null +++ b/docs/build/html/_sources/reference/models.concentration.rst.txt @@ -0,0 +1,11 @@ +Concentrations +============== + + +.. toctree:: + :maxdepth: 2 + + models.concentration.aif + models.concentration.tissue + + diff --git a/docs/build/html/_sources/reference/models.concentration.tissue.rst.txt b/docs/build/html/_sources/reference/models.concentration.tissue.rst.txt new file mode 100644 index 0000000..6e20d6d --- /dev/null +++ b/docs/build/html/_sources/reference/models.concentration.tissue.rst.txt @@ -0,0 +1,15 @@ +Tissue models +^^^^^^^^^^^^^ + +.. currentmodule:: osipi + + +Tofts model +----------- + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + tofts + extended_tofts diff --git a/docs/build/html/_sources/reference/models.descriptive.rst.txt b/docs/build/html/_sources/reference/models.descriptive.rst.txt new file mode 100644 index 0000000..72b8cd9 --- /dev/null +++ b/docs/build/html/_sources/reference/models.descriptive.rst.txt @@ -0,0 +1,17 @@ +Descriptive models +================== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + + + diff --git a/docs/build/html/_sources/reference/models.empproperties.rst.txt b/docs/build/html/_sources/reference/models.empproperties.rst.txt new file mode 100644 index 0000000..eabb70e --- /dev/null +++ b/docs/build/html/_sources/reference/models.empproperties.rst.txt @@ -0,0 +1,15 @@ +Models for electromagnetic tissue properties +============================================ + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/models.identity.rst.txt b/docs/build/html/_sources/reference/models.identity.rst.txt new file mode 100644 index 0000000..13a37ba --- /dev/null +++ b/docs/build/html/_sources/reference/models.identity.rst.txt @@ -0,0 +1,15 @@ +Perfusion identities +==================== + +.. currentmodule:: osipi + + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + diff --git a/docs/build/html/_sources/reference/models.leakage.rst.txt b/docs/build/html/_sources/reference/models.leakage.rst.txt new file mode 100644 index 0000000..71e7bf9 --- /dev/null +++ b/docs/build/html/_sources/reference/models.leakage.rst.txt @@ -0,0 +1,15 @@ +Leakage correction models +========================= + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/models.rst.txt b/docs/build/html/_sources/reference/models.rst.txt new file mode 100644 index 0000000..5d667f6 --- /dev/null +++ b/docs/build/html/_sources/reference/models.rst.txt @@ -0,0 +1,16 @@ +****** +Models +****** + +.. toctree:: + :maxdepth: 2 + + models.concentration + models.descriptive + models.empproperties + models.identity + models.leakage + models.signal + + + diff --git a/docs/build/html/_sources/reference/models.signal.rst.txt b/docs/build/html/_sources/reference/models.signal.rst.txt new file mode 100644 index 0000000..21c1f61 --- /dev/null +++ b/docs/build/html/_sources/reference/models.signal.rst.txt @@ -0,0 +1,12 @@ +Signal models +============= + +.. currentmodule:: osipi + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + signal_linear + signal_SPGR + diff --git a/docs/build/html/_sources/reference/processes.R1.rst.txt b/docs/build/html/_sources/reference/processes.R1.rst.txt new file mode 100644 index 0000000..cf5e194 --- /dev/null +++ b/docs/build/html/_sources/reference/processes.R1.rst.txt @@ -0,0 +1,16 @@ +R1 measurement +============== + +.. currentmodule:: osipi + + +Signal to R1 +--------------- + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + S_to_R1_SPGR + + diff --git a/docs/build/html/_sources/reference/processes.aif.rst.txt b/docs/build/html/_sources/reference/processes.aif.rst.txt new file mode 100644 index 0000000..8a705ca --- /dev/null +++ b/docs/build/html/_sources/reference/processes.aif.rst.txt @@ -0,0 +1,15 @@ +AIF +=== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/processes.baseline.rst.txt b/docs/build/html/_sources/reference/processes.baseline.rst.txt new file mode 100644 index 0000000..153c59b --- /dev/null +++ b/docs/build/html/_sources/reference/processes.baseline.rst.txt @@ -0,0 +1,14 @@ +Baseline +======== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + diff --git a/docs/build/html/_sources/reference/processes.bat.rst.txt b/docs/build/html/_sources/reference/processes.bat.rst.txt new file mode 100644 index 0000000..4eb383c --- /dev/null +++ b/docs/build/html/_sources/reference/processes.bat.rst.txt @@ -0,0 +1,15 @@ +Bolus Arrival Time +================== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/processes.calibration.rst.txt b/docs/build/html/_sources/reference/processes.calibration.rst.txt new file mode 100644 index 0000000..8a5fde1 --- /dev/null +++ b/docs/build/html/_sources/reference/processes.calibration.rst.txt @@ -0,0 +1,15 @@ +Calibration +=========== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/processes.concentration.rst.txt b/docs/build/html/_sources/reference/processes.concentration.rst.txt new file mode 100644 index 0000000..21ab6f9 --- /dev/null +++ b/docs/build/html/_sources/reference/processes.concentration.rst.txt @@ -0,0 +1,22 @@ +Concentration +============= + +.. currentmodule:: osipi + +Signal to Concentration +--------------- + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + S_to_C_via_R1_SPGR + +R1 to Concentration +--------------- + +.. autosummary:: + :toctree: ../generated/api/ + :template: autosummary.rst + + R1_to_C_linear_relaxivity diff --git a/docs/build/html/_sources/reference/processes.leakage.rst.txt b/docs/build/html/_sources/reference/processes.leakage.rst.txt new file mode 100644 index 0000000..b57e5f7 --- /dev/null +++ b/docs/build/html/_sources/reference/processes.leakage.rst.txt @@ -0,0 +1,15 @@ +Leakage +======= + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/processes.parameters.rst.txt b/docs/build/html/_sources/reference/processes.parameters.rst.txt new file mode 100644 index 0000000..0043b7d --- /dev/null +++ b/docs/build/html/_sources/reference/processes.parameters.rst.txt @@ -0,0 +1,15 @@ +Parameters +========== + +.. currentmodule:: osipi + +.. note:: + + This is a placeholder page. There is no relevant functionality in ``osipi`` yet. + + Please check back later - or better yet, write up what you were looking for here and contribute it! This way the next person looking for this feature won't have to.. + + See :ref:`developer-guide` for guidance on how to contribute. + + + diff --git a/docs/build/html/_sources/reference/processes.rst.txt b/docs/build/html/_sources/reference/processes.rst.txt new file mode 100644 index 0000000..abe4046 --- /dev/null +++ b/docs/build/html/_sources/reference/processes.rst.txt @@ -0,0 +1,18 @@ +********* +Processes +********* + +.. toctree:: + :maxdepth: 2 + + processes.aif + processes.baseline + processes.bat + processes.calibration + processes.concentration + processes.leakage + processes.parameters + processes.R1 + + + diff --git a/docs/build/html/_sources/sg_execution_times.rst.txt b/docs/build/html/_sources/sg_execution_times.rst.txt new file mode 100644 index 0000000..2f4c88e --- /dev/null +++ b/docs/build/html/_sources/sg_execution_times.rst.txt @@ -0,0 +1,46 @@ + +:orphan: + +.. _sphx_glr_sg_execution_times: + + +Computation times +================= +**00:00.113** total execution time for 4 files **from all galleries**: + +.. container:: + + .. raw:: html + + + + + + + + .. list-table:: + :header-rows: 1 + :class: table table-striped sg-datatable + + * - Example + - Time + - Mem (MB) + * - :ref:`sphx_glr_generated_examples_tissue_plot_extended_tofts.py` (``../examples/tissue/plot_extended_tofts.py``) + - 00:00.113 + - 0.0 + * - :ref:`sphx_glr_generated_examples_aif_plot_aif_parker.py` (``../examples/aif/plot_aif_parker.py``) + - 00:00.000 + - 0.0 + * - :ref:`sphx_glr_generated_examples_aif_plot_dummy.py` (``../examples/aif/plot_dummy.py``) + - 00:00.000 + - 0.0 + * - :ref:`sphx_glr_generated_examples_tissue_plot_tofts.py` (``../examples/tissue/plot_tofts.py``) + - 00:00.000 + - 0.0 diff --git a/docs/build/html/_sources/user_guide/forward/forward.rst.txt b/docs/build/html/_sources/user_guide/forward/forward.rst.txt new file mode 100644 index 0000000..894964e --- /dev/null +++ b/docs/build/html/_sources/user_guide/forward/forward.rst.txt @@ -0,0 +1,50 @@ + +Generating an AIF +^^^^^^^^^^^^^^^^^ + +Generate an AIF and plot it: + +.. code-block:: python + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + t = np.arange(0, 6*60, 1) + ca = osipi.aif_parker(t) + plt.plot(t, ca) + plt.show() + + +Generating a tissue concentration +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Generate tissue concentration and plot it: + +.. code-block:: python + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + t = np.arange(0, 6*60, 1) + ca = osipi.aif_parker(t) + Ktrans = 0.6 + ve = 0.2 + ct = osipi.tofts(t, ca, Ktrans=Ktrans/60, ve=ve) + plt.plot(t, ct) + plt.show() + + +Generating an MRI signal +^^^^^^^^^^^^^^^^^^^^^^^^ + +Coming soon.. + + +Adding measurement error +^^^^^^^^^^^^^^^^^^^^^^^^ + +Coming soon.. + + diff --git a/docs/build/html/_sources/user_guide/forward/index.rst.txt b/docs/build/html/_sources/user_guide/forward/index.rst.txt new file mode 100644 index 0000000..c16e04f --- /dev/null +++ b/docs/build/html/_sources/user_guide/forward/index.rst.txt @@ -0,0 +1,8 @@ +*************** +Simulating data +*************** + +.. toctree:: + :maxdepth: 2 + + forward diff --git a/docs/build/html/_sources/user_guide/index.rst.txt b/docs/build/html/_sources/user_guide/index.rst.txt new file mode 100644 index 0000000..095bd45 --- /dev/null +++ b/docs/build/html/_sources/user_guide/index.rst.txt @@ -0,0 +1,18 @@ +########## +User guide +########## + +.. note:: + + This page is currently under construction. Please come back later, or better yet, contribute! See :ref:`developer-guide` for guidance on how to contribute documentation. + + +.. toctree:: + :maxdepth: 2 + + installation + forward/index + inverse/index + + + \ No newline at end of file diff --git a/docs/build/html/_sources/user_guide/installation.rst.txt b/docs/build/html/_sources/user_guide/installation.rst.txt new file mode 100644 index 0000000..1ac0aa5 --- /dev/null +++ b/docs/build/html/_sources/user_guide/installation.rst.txt @@ -0,0 +1,12 @@ +**************** +Installing osipi +**************** + +``osipi`` can be installed using pip: + +.. code-block:: console + + pip install osipi + + + \ No newline at end of file diff --git a/docs/build/html/_sources/user_guide/inverse/index.rst.txt b/docs/build/html/_sources/user_guide/inverse/index.rst.txt new file mode 100644 index 0000000..e2f18f9 --- /dev/null +++ b/docs/build/html/_sources/user_guide/inverse/index.rst.txt @@ -0,0 +1,9 @@ +************ +Fitting data +************ + +.. toctree:: + :maxdepth: 2 + + inverse + \ No newline at end of file diff --git a/docs/build/html/_sources/user_guide/inverse/inverse.rst.txt b/docs/build/html/_sources/user_guide/inverse/inverse.rst.txt new file mode 100644 index 0000000..ad101df --- /dev/null +++ b/docs/build/html/_sources/user_guide/inverse/inverse.rst.txt @@ -0,0 +1,51 @@ + +Signal to relaxation time +^^^^^^^^^^^^^^^^^^^^^^^^^ + +Convert a series of T1-weighted signal values to the corresponding R1 values. + +.. code-block:: python + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + S = np.array([7, 9, 6, 10, 9, 6, 9, 10, 9, 9, 9, 12, 8, 10, 12, 15, 53, 70, 71, 70, 63, 58, 54, 50, 53, 48, 52, 49, 42], dtype=np.float64) + S_baseline = np.float64(S[0]) # use first point for baseline signal + R10 = np.float64(1/1.4) + TR = np.float64(.002) + a = np.float64(13) + R1 = osipi.S_to_R1_SPGR(S, S_baseline, R10, TR, a) + plt.plot(R1) + plt.ylabel('R1 (/s)') + plt.show() + +Relaxation time to concentration +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Convert a series of R1 values to the corresponding indicator concentrations. + +.. code-block:: python + + import numpy as np + import matplotlib.pyplot as plt + import osipi + + R1 = np.array([1, 2, 3, 4, 5, 6], dtype=np.float64) + R10 = np.float64(1) + r1 = np.float64(5) + + C = osipi.R1_to_C_linear_relaxivity(R1, R10, r1) + plt.plot(C) + plt.ylabel('C (mM)') + plt.show() + +Concentration to tissue parameters +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Coming soon.. + +All in one go: signal to tissue parameters +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Coming soon.. \ No newline at end of file diff --git a/docs/build/html/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css b/docs/build/html/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css new file mode 100644 index 0000000..eb19f69 --- /dev/null +++ b/docs/build/html/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css @@ -0,0 +1 @@ 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b/docs/build/html/_static/clipboard.min.js @@ -0,0 +1,7 @@ +/*! + * clipboard.js v2.0.8 + * https://clipboardjs.com/ + * + * Licensed MIT © Zeno Rocha + */ +!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1 + + + + diff --git a/docs/build/html/_static/copybutton.css b/docs/build/html/_static/copybutton.css new file mode 100644 index 0000000..f1916ec --- /dev/null +++ b/docs/build/html/_static/copybutton.css @@ -0,0 +1,94 @@ +/* Copy buttons */ +button.copybtn { + position: absolute; + display: flex; + top: .3em; + right: .3em; + width: 1.7em; + height: 1.7em; + opacity: 0; + transition: opacity 0.3s, border .3s, background-color .3s; + user-select: none; + padding: 0; + border: none; + outline: none; + border-radius: 0.4em; + /* The colors that GitHub uses */ + border: #1b1f2426 1px solid; + background-color: #f6f8fa; + color: #57606a; +} + +button.copybtn.success { + border-color: #22863a; + color: #22863a; +} + +button.copybtn svg { + stroke: currentColor; + width: 1.5em; + height: 1.5em; + padding: 0.1em; +} + +div.highlight { + position: relative; +} + +/* Show the copybutton */ +.highlight:hover button.copybtn, button.copybtn.success { + opacity: 1; +} + +.highlight button.copybtn:hover { + background-color: rgb(235, 235, 235); +} + +.highlight button.copybtn:active { + background-color: rgb(187, 187, 187); +} + +/** + * A minimal CSS-only tooltip copied from: + * https://codepen.io/mildrenben/pen/rVBrpK + * + * To use, write HTML like the following: + * + *

Short

+ */ + .o-tooltip--left { + position: relative; + } + + .o-tooltip--left:after { + opacity: 0; + visibility: hidden; + position: absolute; + content: attr(data-tooltip); + padding: .2em; + font-size: .8em; + left: -.2em; + background: grey; + color: white; + white-space: nowrap; + z-index: 2; + border-radius: 2px; + transform: translateX(-102%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); +} + +.o-tooltip--left:hover:after { + display: block; + opacity: 1; + visibility: visible; + transform: translateX(-100%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); + transition-delay: .5s; +} + +/* By default the copy button shouldn't show up when printing a page */ +@media print { + button.copybtn { + display: none; + } +} diff --git a/docs/build/html/_static/copybutton.js b/docs/build/html/_static/copybutton.js new file mode 100644 index 0000000..2ea7ff3 --- /dev/null +++ b/docs/build/html/_static/copybutton.js @@ -0,0 +1,248 @@ +// Localization support +const messages = { + 'en': { + 'copy': 'Copy', + 'copy_to_clipboard': 'Copy to clipboard', + 'copy_success': 'Copied!', + 'copy_failure': 'Failed to copy', + }, + 'es' : { + 'copy': 'Copiar', + 'copy_to_clipboard': 'Copiar al portapapeles', + 'copy_success': '¡Copiado!', + 'copy_failure': 'Error al copiar', + }, + 'de' : { + 'copy': 'Kopieren', + 'copy_to_clipboard': 'In die Zwischenablage kopieren', + 'copy_success': 'Kopiert!', + 'copy_failure': 'Fehler beim Kopieren', + }, + 'fr' : { + 'copy': 'Copier', + 'copy_to_clipboard': 'Copier dans le presse-papier', + 'copy_success': 'Copié !', + 'copy_failure': 'Échec de la copie', + }, + 'ru': { + 'copy': 'Скопировать', + 'copy_to_clipboard': 'Скопировать в буфер', + 'copy_success': 'Скопировано!', + 'copy_failure': 'Не удалось скопировать', + }, + 'zh-CN': { + 'copy': '复制', + 'copy_to_clipboard': '复制到剪贴板', + 'copy_success': '复制成功!', + 'copy_failure': '复制失败', + }, + 'it' : { + 'copy': 'Copiare', + 'copy_to_clipboard': 'Copiato negli appunti', + 'copy_success': 'Copiato!', + 'copy_failure': 'Errore durante la copia', + } +} + +let locale = 'en' +if( document.documentElement.lang !== undefined + && messages[document.documentElement.lang] !== undefined ) { + locale = document.documentElement.lang +} + +let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; +if (doc_url_root == '#') { + doc_url_root = ''; +} + +/** + * SVG files for our copy buttons + */ +let iconCheck = ` + ${messages[locale]['copy_success']} + + +` + +// If the user specified their own SVG use that, otherwise use the default +let iconCopy = ``; +if (!iconCopy) { + iconCopy = ` + ${messages[locale]['copy_to_clipboard']} + + + +` +} + +/** + * Set up copy/paste for code blocks + */ + +const runWhenDOMLoaded = cb => { + if (document.readyState != 'loading') { + cb() + } else if (document.addEventListener) { + document.addEventListener('DOMContentLoaded', cb) + } else { + document.attachEvent('onreadystatechange', function() { + if (document.readyState == 'complete') cb() + }) + } +} + +const codeCellId = index => `codecell${index}` + +// Clears selected text since ClipboardJS will select the text when copying +const clearSelection = () => { + if (window.getSelection) { + window.getSelection().removeAllRanges() + } else if (document.selection) { + document.selection.empty() + } +} + +// Changes tooltip text for a moment, then changes it back +// We want the timeout of our `success` class to be a bit shorter than the +// tooltip and icon change, so that we can hide the icon before changing back. +var timeoutIcon = 2000; +var timeoutSuccessClass = 1500; + +const temporarilyChangeTooltip = (el, oldText, newText) => { + el.setAttribute('data-tooltip', newText) + el.classList.add('success') + // Remove success a little bit sooner than we change the tooltip + // So that we can use CSS to hide the copybutton first + setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) + setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) +} + +// Changes the copy button icon for two seconds, then changes it back +const temporarilyChangeIcon = (el) => { + el.innerHTML = iconCheck; + setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) +} + +const addCopyButtonToCodeCells = () => { + // If ClipboardJS hasn't loaded, wait a bit and try again. This + // happens because we load ClipboardJS asynchronously. + if (window.ClipboardJS === undefined) { + setTimeout(addCopyButtonToCodeCells, 250) + return + } + + // Add copybuttons to all of our code cells + const COPYBUTTON_SELECTOR = 'div.highlight pre'; + const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) + codeCells.forEach((codeCell, index) => { + const id = codeCellId(index) + codeCell.setAttribute('id', id) + + const clipboardButton = id => + `` + codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) + }) + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} + + +var copyTargetText = (trigger) => { + var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); + + // get filtered text + let exclude = '.linenos'; + + let text = filterText(target, exclude); + return formatCopyText(text, '', false, true, true, true, '', '') +} + + // Initialize with a callback so we can modify the text before copy + const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) + + // Update UI with error/success messages + clipboard.on('success', event => { + clearSelection() + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) + temporarilyChangeIcon(event.trigger) + }) + + clipboard.on('error', event => { + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) + }) +} + +runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/docs/build/html/_static/copybutton_funcs.js b/docs/build/html/_static/copybutton_funcs.js new file mode 100644 index 0000000..dbe1aaa --- /dev/null +++ b/docs/build/html/_static/copybutton_funcs.js @@ -0,0 +1,73 @@ +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +export function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} diff --git a/docs/build/html/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css b/docs/build/html/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css new file mode 100644 index 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label.previousElementSibling.checked = true; + } + window.localStorage.setItem("sphinx-design-last-tab", syncId); +} + +document.addEventListener("DOMContentLoaded", ready, false); diff --git a/docs/build/html/_static/doctools.js b/docs/build/html/_static/doctools.js new file mode 100644 index 0000000..d06a71d --- /dev/null +++ b/docs/build/html/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + event.preventDefault(); + } + break; + case "ArrowRight": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const nextLink = document.querySelector('link[rel="next"]'); + if (nextLink && nextLink.href) { + window.location.href = nextLink.href; + event.preventDefault(); + } + break; + } + } + + // some keyboard layouts may need Shift to get / + switch (event.key) { + case "/": + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; + Documentation.focusSearchBar(); + event.preventDefault(); + } + }); + }, +}; + +// quick alias for translations +const _ = Documentation.gettext; + +_ready(Documentation.init); diff --git a/docs/build/html/_static/documentation_options.js b/docs/build/html/_static/documentation_options.js new file mode 100644 index 0000000..b77dc2d --- /dev/null +++ b/docs/build/html/_static/documentation_options.js @@ -0,0 +1,13 @@ +const DOCUMENTATION_OPTIONS = { + VERSION: '0.1.1', + LANGUAGE: 'en', + COLLAPSE_INDEX: false, + BUILDER: 'html', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: true, + SHOW_SEARCH_SUMMARY: true, + ENABLE_SEARCH_SHORTCUTS: true, +}; \ No newline at end of file diff --git a/docs/build/html/_static/file.png b/docs/build/html/_static/file.png new file mode 100644 index 0000000000000000000000000000000000000000..a858a410e4faa62ce324d814e4b816fff83a6fb3 GIT binary patch literal 286 zcmV+(0pb3MP)s`hMrGg#P~ix$^RISR_I47Y|r1 z_CyJOe}D1){SET-^Amu_i71Lt6eYfZjRyw@I6OQAIXXHDfiX^GbOlHe=Ae4>0m)d(f|Me07*qoM6N<$f}vM^LjV8( literal 0 HcmV?d00001 diff --git a/docs/build/html/_static/jupyterlite_badge_logo.svg b/docs/build/html/_static/jupyterlite_badge_logo.svg new file mode 100644 index 0000000..5de36d7 --- /dev/null +++ b/docs/build/html/_static/jupyterlite_badge_logo.svg @@ -0,0 +1,3 @@ + + +launchlaunchlitelite \ No newline at end of file diff --git a/docs/build/html/_static/language_data.js b/docs/build/html/_static/language_data.js new file mode 100644 index 0000000..250f566 --- /dev/null +++ b/docs/build/html/_static/language_data.js @@ -0,0 +1,199 @@ +/* + * language_data.js + * ~~~~~~~~~~~~~~~~ + * + * This script contains the language-specific data used by searchtools.js, + * namely the list of stopwords, stemmer, scorer and splitter. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; + + +/* Non-minified version is copied as a separate JS file, is available */ + +/** + * Porter Stemmer + */ +var Stemmer = function() { + + var step2list = { + ational: 'ate', + tional: 'tion', + enci: 'ence', + anci: 'ance', + izer: 'ize', + bli: 'ble', + alli: 'al', + entli: 'ent', + eli: 'e', + ousli: 'ous', + ization: 'ize', + ation: 'ate', + ator: 'ate', + alism: 'al', + iveness: 'ive', + fulness: 'ful', + ousness: 'ous', + aliti: 'al', + iviti: 'ive', + biliti: 'ble', + logi: 'log' + }; + + var step3list = { + icate: 'ic', + ative: '', + alize: 'al', + iciti: 'ic', + ical: 'ic', + ful: '', + ness: '' + }; + + var c = "[^aeiou]"; // consonant + var v = "[aeiouy]"; // vowel + var C = c + "[^aeiouy]*"; // consonant sequence + var V = v + "[aeiou]*"; // vowel sequence + + var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1] + fp[2]; + re2 = new RegExp(mgr1); + if (re2.test(stem)) + w = stem; + } + + // Step 5 + re = /^(.+?)e$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + re2 = new RegExp(meq1); + re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) + w = stem; + } + re 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ve{constructor(t,e){super(),(t=Ht(t))&&(this._element=t,this._config=this._getConfig(e),ge.set(this._element,this.constructor.DATA_KEY,this))}dispose(){ge.remove(this._element,this.constructor.DATA_KEY),ue.off(this._element,this.constructor.EVENT_KEY);for(const t of Object.getOwnPropertyNames(this))this[t]=null}_queueCallback(t,e,i=!0){Xt(t,e,i)}_getConfig(t){return t=this._mergeConfigObj(t,this._element),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}static getInstance(t){return ge.get(Ht(t),this.DATA_KEY)}static getOrCreateInstance(t,e={}){return this.getInstance(t)||new this(t,"object"==typeof e?e:null)}static get VERSION(){return"5.2.3"}static get DATA_KEY(){return`bs.${this.NAME}`}static get EVENT_KEY(){return`.${this.DATA_KEY}`}static eventName(t){return`${t}${this.EVENT_KEY}`}}const we=(t,e="hide")=>{const i=`click.dismiss${t.EVENT_KEY}`,n=t.NAME;ue.on(document,i,`[data-bs-dismiss="${n}"]`,(function(i){if(["A","AREA"].includes(this.tagName)&&i.preventDefault(),Wt(this))return;const s=Pt(this)||this.closest(`.${n}`);t.getOrCreateInstance(s)[e]()}))},Ae=".bs.alert",Ee=`close${Ae}`,Ce=`closed${Ae}`;class Te extends ye{static get NAME(){return"alert"}close(){if(ue.trigger(this._element,Ee).defaultPrevented)return;this._element.classList.remove("show");const t=this._element.classList.contains("fade");this._queueCallback((()=>this._destroyElement()),this._element,t)}_destroyElement(){this._element.remove(),ue.trigger(this._element,Ce),this.dispose()}static jQueryInterface(t){return this.each((function(){const e=Te.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}we(Te,"close"),Kt(Te);const Oe='[data-bs-toggle="button"]';class xe extends ye{static get NAME(){return"button"}toggle(){this._element.setAttribute("aria-pressed",this._element.classList.toggle("active"))}static jQueryInterface(t){return this.each((function(){const e=xe.getOrCreateInstance(this);"toggle"===t&&e[t]()}))}}ue.on(document,"click.bs.button.data-api",Oe,(t=>{t.preventDefault();const e=t.target.closest(Oe);xe.getOrCreateInstance(e).toggle()})),Kt(xe);const ke={find:(t,e=document.documentElement)=>[].concat(...Element.prototype.querySelectorAll.call(e,t)),findOne:(t,e=document.documentElement)=>Element.prototype.querySelector.call(e,t),children:(t,e)=>[].concat(...t.children).filter((t=>t.matches(e))),parents(t,e){const i=[];let n=t.parentNode.closest(e);for(;n;)i.push(n),n=n.parentNode.closest(e);return i},prev(t,e){let i=t.previousElementSibling;for(;i;){if(i.matches(e))return[i];i=i.previousElementSibling}return[]},next(t,e){let i=t.nextElementSibling;for(;i;){if(i.matches(e))return[i];i=i.nextElementSibling}return[]},focusableChildren(t){const e=["a","button","input","textarea","select","details","[tabindex]",'[contenteditable="true"]'].map((t=>`${t}:not([tabindex^="-"])`)).join(",");return this.find(e,t).filter((t=>!Wt(t)&&Bt(t)))}},Le=".bs.swipe",De=`touchstart${Le}`,$e=`touchmove${Le}`,Se=`touchend${Le}`,Ie=`pointerdown${Le}`,Ne=`pointerup${Le}`,Pe={endCallback:null,leftCallback:null,rightCallback:null},je={endCallback:"(function|null)",leftCallback:"(function|null)",rightCallback:"(function|null)"};class Me extends ve{constructor(t,e){super(),this._element=t,t&&Me.isSupported()&&(this._config=this._getConfig(e),this._deltaX=0,this._supportPointerEvents=Boolean(window.PointerEvent),this._initEvents())}static get Default(){return Pe}static get DefaultType(){return je}static get NAME(){return"swipe"}dispose(){ue.off(this._element,Le)}_start(t){this._supportPointerEvents?this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX):this._deltaX=t.touches[0].clientX}_end(t){this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX-this._deltaX),this._handleSwipe(),Qt(this._config.endCallback)}_move(t){this._deltaX=t.touches&&t.touches.length>1?0:t.touches[0].clientX-this._deltaX}_handleSwipe(){const t=Math.abs(this._deltaX);if(t<=40)return;const e=t/this._deltaX;this._deltaX=0,e&&Qt(e>0?this._config.rightCallback:this._config.leftCallback)}_initEvents(){this._supportPointerEvents?(ue.on(this._element,Ie,(t=>this._start(t))),ue.on(this._element,Ne,(t=>this._end(t))),this._element.classList.add("pointer-event")):(ue.on(this._element,De,(t=>this._start(t))),ue.on(this._element,$e,(t=>this._move(t))),ue.on(this._element,Se,(t=>this._end(t))))}_eventIsPointerPenTouch(t){return this._supportPointerEvents&&("pen"===t.pointerType||"touch"===t.pointerType)}static isSupported(){return"ontouchstart"in document.documentElement||navigator.maxTouchPoints>0}}const He=".bs.carousel",Be=".data-api",We="next",Fe="prev",ze="left",qe="right",Re=`slide${He}`,Ve=`slid${He}`,Ye=`keydown${He}`,Ke=`mouseenter${He}`,Qe=`mouseleave${He}`,Xe=`dragstart${He}`,Ue=`load${He}${Be}`,Ge=`click${He}${Be}`,Je="carousel",Ze="active",ti=".active",ei=".carousel-item",ii=ti+ei,ni={ArrowLeft:qe,ArrowRight:ze},si={interval:5e3,keyboard:!0,pause:"hover",ride:!1,touch:!0,wrap:!0},oi={interval:"(number|boolean)",keyboard:"boolean",pause:"(string|boolean)",ride:"(boolean|string)",touch:"boolean",wrap:"boolean"};class ri extends ye{constructor(t,e){super(t,e),this._interval=null,this._activeElement=null,this._isSliding=!1,this.touchTimeout=null,this._swipeHelper=null,this._indicatorsElement=ke.findOne(".carousel-indicators",this._element),this._addEventListeners(),this._config.ride===Je&&this.cycle()}static get Default(){return si}static get DefaultType(){return oi}static get NAME(){return"carousel"}next(){this._slide(We)}nextWhenVisible(){!document.hidden&&Bt(this._element)&&this.next()}prev(){this._slide(Fe)}pause(){this._isSliding&&jt(this._element),this._clearInterval()}cycle(){this._clearInterval(),this._updateInterval(),this._interval=setInterval((()=>this.nextWhenVisible()),this._config.interval)}_maybeEnableCycle(){this._config.ride&&(this._isSliding?ue.one(this._element,Ve,(()=>this.cycle())):this.cycle())}to(t){const e=this._getItems();if(t>e.length-1||t<0)return;if(this._isSliding)return void ue.one(this._element,Ve,(()=>this.to(t)));const i=this._getItemIndex(this._getActive());if(i===t)return;const n=t>i?We:Fe;this._slide(n,e[t])}dispose(){this._swipeHelper&&this._swipeHelper.dispose(),super.dispose()}_configAfterMerge(t){return t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&ue.on(this._element,Ye,(t=>this._keydown(t))),"hover"===this._config.pause&&(ue.on(this._element,Ke,(()=>this.pause())),ue.on(this._element,Qe,(()=>this._maybeEnableCycle()))),this._config.touch&&Me.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of ke.find(".carousel-item img",this._element))ue.on(t,Xe,(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(ze)),rightCallback:()=>this._slide(this._directionToOrder(qe)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new Me(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=ni[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=ke.findOne(ti,this._indicatorsElement);e.classList.remove(Ze),e.removeAttribute("aria-current");const i=ke.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(Ze),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===We,s=e||Ut(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>ue.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(Re).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),qt(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(Ze),i.classList.remove(Ze,c,l),this._isSliding=!1,r(Ve)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return ke.findOne(ii,this._element)}_getItems(){return ke.find(ei,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return Yt()?t===ze?Fe:We:t===ze?We:Fe}_orderToDirection(t){return Yt()?t===Fe?ze:qe:t===Fe?qe:ze}static jQueryInterface(t){return this.each((function(){const e=ri.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}ue.on(document,Ge,"[data-bs-slide], [data-bs-slide-to]",(function(t){const e=Pt(this);if(!e||!e.classList.contains(Je))return;t.preventDefault();const i=ri.getOrCreateInstance(e),n=this.getAttribute("data-bs-slide-to");return n?(i.to(n),void i._maybeEnableCycle()):"next"===be.getDataAttribute(this,"slide")?(i.next(),void i._maybeEnableCycle()):(i.prev(),void i._maybeEnableCycle())})),ue.on(window,Ue,(()=>{const t=ke.find('[data-bs-ride="carousel"]');for(const e of t)ri.getOrCreateInstance(e)})),Kt(ri);const ai=".bs.collapse",li=`show${ai}`,ci=`shown${ai}`,hi=`hide${ai}`,di=`hidden${ai}`,ui=`click${ai}.data-api`,fi="show",pi="collapse",gi="collapsing",mi=`:scope .${pi} .${pi}`,_i='[data-bs-toggle="collapse"]',bi={parent:null,toggle:!0},vi={parent:"(null|element)",toggle:"boolean"};class yi extends ye{constructor(t,e){super(t,e),this._isTransitioning=!1,this._triggerArray=[];const i=ke.find(_i);for(const t of i){const e=Nt(t),i=ke.find(e).filter((t=>t===this._element));null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>yi.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(ue.trigger(this._element,li).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(pi),this._element.classList.add(gi),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(gi),this._element.classList.add(pi,fi),this._element.style[e]="",ue.trigger(this._element,ci)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(ue.trigger(this._element,hi).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(gi),this._element.classList.remove(pi,fi);for(const t of this._triggerArray){const e=Pt(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(gi),this._element.classList.add(pi),ue.trigger(this._element,di)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(fi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(_i);for(const e of t){const t=Pt(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=ke.find(mi,this._config.parent);return ke.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=yi.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}ue.on(document,ui,_i,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();const e=Nt(this),i=ke.find(e);for(const t of i)yi.getOrCreateInstance(t,{toggle:!1}).toggle()})),Kt(yi);const wi="dropdown",Ai=".bs.dropdown",Ei=".data-api",Ci="ArrowUp",Ti="ArrowDown",Oi=`hide${Ai}`,xi=`hidden${Ai}`,ki=`show${Ai}`,Li=`shown${Ai}`,Di=`click${Ai}${Ei}`,$i=`keydown${Ai}${Ei}`,Si=`keyup${Ai}${Ei}`,Ii="show",Ni='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=`${Ni}.${Ii}`,ji=".dropdown-menu",Mi=Yt()?"top-end":"top-start",Hi=Yt()?"top-start":"top-end",Bi=Yt()?"bottom-end":"bottom-start",Wi=Yt()?"bottom-start":"bottom-end",Fi=Yt()?"left-start":"right-start",zi=Yt()?"right-start":"left-start",qi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Vi extends ye{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=ke.next(this._element,ji)[0]||ke.prev(this._element,ji)[0]||ke.findOne(ji,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return qi}static get DefaultType(){return Ri}static get NAME(){return wi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!ue.trigger(this._element,ki,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))ue.on(t,"mouseover",zt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Ii),this._element.classList.add(Ii),ue.trigger(this._element,Li,t)}}hide(){if(Wt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!ue.trigger(this._element,Oi,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))ue.off(t,"mouseover",zt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Ii),this._element.classList.remove(Ii),this._element.setAttribute("aria-expanded","false"),be.removeDataAttribute(this._menu,"popper"),ue.trigger(this._element,xi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Mt(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${wi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Mt(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Ii)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Fi;if(t.classList.contains("dropstart"))return zi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Hi:Mi:e?Wi:Bi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(be.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=ke.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Ut(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Vi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=ke.find(Pi);for(const i of e){const e=Vi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ci,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ni)?this:ke.prev(this,Ni)[0]||ke.next(this,Ni)[0]||ke.findOne(Ni,t.delegateTarget.parentNode),o=Vi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}ue.on(document,$i,Ni,Vi.dataApiKeydownHandler),ue.on(document,$i,ji,Vi.dataApiKeydownHandler),ue.on(document,Di,Vi.clearMenus),ue.on(document,Si,Vi.clearMenus),ue.on(document,Di,Ni,(function(t){t.preventDefault(),Vi.getOrCreateInstance(this).toggle()})),Kt(Vi);const Yi=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",Ki=".sticky-top",Qi="padding-right",Xi="margin-right";class Ui{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,Qi,(e=>e+t)),this._setElementAttributes(Yi,Qi,(e=>e+t)),this._setElementAttributes(Ki,Xi,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,Qi),this._resetElementAttributes(Yi,Qi),this._resetElementAttributes(Ki,Xi)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&be.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=be.getDataAttribute(t,e);null!==i?(be.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Mt(t))e(t);else for(const i of ke.find(t,this._element))e(i)}}const Gi="backdrop",Ji="show",Zi=`mousedown.bs.${Gi}`,tn={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},en={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class nn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return tn}static get DefaultType(){return en}static get NAME(){return Gi}show(t){if(!this._config.isVisible)return void Qt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Ji),this._emulateAnimation((()=>{Qt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ji),this._emulateAnimation((()=>{this.dispose(),Qt(t)}))):Qt(t)}dispose(){this._isAppended&&(ue.off(this._element,Zi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),ue.on(t,Zi,(()=>{Qt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Xt(t,this._getElement(),this._config.isAnimated)}}const sn=".bs.focustrap",on=`focusin${sn}`,rn=`keydown.tab${sn}`,an="backward",ln={autofocus:!0,trapElement:null},cn={autofocus:"boolean",trapElement:"element"};class hn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return ln}static get DefaultType(){return cn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),ue.off(document,sn),ue.on(document,on,(t=>this._handleFocusin(t))),ue.on(document,rn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,ue.off(document,sn))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=ke.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===an?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?an:"forward")}}const dn=".bs.modal",un=`hide${dn}`,fn=`hidePrevented${dn}`,pn=`hidden${dn}`,gn=`show${dn}`,mn=`shown${dn}`,_n=`resize${dn}`,bn=`click.dismiss${dn}`,vn=`mousedown.dismiss${dn}`,yn=`keydown.dismiss${dn}`,wn=`click${dn}.data-api`,An="modal-open",En="show",Cn="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},On={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class xn extends ye{constructor(t,e){super(t,e),this._dialog=ke.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new Ui,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return On}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||ue.trigger(this._element,gn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(An),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(ue.trigger(this._element,un).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(En),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){for(const t of[window,this._dialog])ue.off(t,dn);this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new nn({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new hn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=ke.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(En),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,ue.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){ue.on(this._element,yn,(t=>{if("Escape"===t.key)return this._config.keyboard?(t.preventDefault(),void this.hide()):void this._triggerBackdropTransition()})),ue.on(window,_n,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),ue.on(this._element,vn,(t=>{ue.one(this._element,bn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(An),this._resetAdjustments(),this._scrollBar.reset(),ue.trigger(this._element,pn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(ue.trigger(this._element,fn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Cn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Cn),this._queueCallback((()=>{this._element.classList.remove(Cn),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Yt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Yt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=xn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}ue.on(document,wn,'[data-bs-toggle="modal"]',(function(t){const e=Pt(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),ue.one(e,gn,(t=>{t.defaultPrevented||ue.one(e,pn,(()=>{Bt(this)&&this.focus()}))}));const i=ke.findOne(".modal.show");i&&xn.getInstance(i).hide(),xn.getOrCreateInstance(e).toggle(this)})),we(xn),Kt(xn);const kn=".bs.offcanvas",Ln=".data-api",Dn=`load${kn}${Ln}`,$n="show",Sn="showing",In="hiding",Nn=".offcanvas.show",Pn=`show${kn}`,jn=`shown${kn}`,Mn=`hide${kn}`,Hn=`hidePrevented${kn}`,Bn=`hidden${kn}`,Wn=`resize${kn}`,Fn=`click${kn}${Ln}`,zn=`keydown.dismiss${kn}`,qn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Vn extends ye{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return qn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||ue.trigger(this._element,Pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new Ui).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Sn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add($n),this._element.classList.remove(Sn),ue.trigger(this._element,jn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(ue.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(In),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove($n,In),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new Ui).reset(),ue.trigger(this._element,Bn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new nn({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():ue.trigger(this._element,Hn)}:null})}_initializeFocusTrap(){return new hn({trapElement:this._element})}_addEventListeners(){ue.on(this._element,zn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():ue.trigger(this._element,Hn))}))}static jQueryInterface(t){return this.each((function(){const e=Vn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}ue.on(document,Fn,'[data-bs-toggle="offcanvas"]',(function(t){const e=Pt(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this))return;ue.one(e,Bn,(()=>{Bt(this)&&this.focus()}));const i=ke.findOne(Nn);i&&i!==e&&Vn.getInstance(i).hide(),Vn.getOrCreateInstance(e).toggle(this)})),ue.on(window,Dn,(()=>{for(const t of ke.find(Nn))Vn.getOrCreateInstance(t).show()})),ue.on(window,Wn,(()=>{for(const t of ke.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Vn.getOrCreateInstance(t).hide()})),we(Vn),Kt(Vn);const Yn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Kn=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Qn=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Yn.has(i)||Boolean(Kn.test(t.nodeValue)||Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Un={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Gn={allowList:Un,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Jn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Zn={entry:"(string|element|function|null)",selector:"(string|element)"};class ts extends ve{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Gn}static get DefaultType(){return Jn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Zn)}_setContent(t,e,i){const n=ke.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Mt(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return"function"==typeof t?t(this):t}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const es=new Set(["sanitize","allowList","sanitizeFn"]),is="fade",ns="show",ss=".modal",os="hide.bs.modal",rs="hover",as="focus",ls={AUTO:"auto",TOP:"top",RIGHT:Yt()?"left":"right",BOTTOM:"bottom",LEFT:Yt()?"right":"left"},cs={allowList:Un,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,0],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},hs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class ds extends ye{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return cs}static get DefaultType(){return hs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),ue.off(this._element.closest(ss),os,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=ue.trigger(this._element,this.constructor.eventName("show")),e=(Ft(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),ue.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(ns),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))ue.on(t,"mouseover",zt);this._queueCallback((()=>{ue.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!ue.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(ns),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))ue.off(t,"mouseover",zt);this._activeTrigger.click=!1,this._activeTrigger[as]=!1,this._activeTrigger[rs]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),ue.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(is,ns),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(is),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new ts({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(is)}_isShown(){return this.tip&&this.tip.classList.contains(ns)}_createPopper(t){const e="function"==typeof this._config.placement?this._config.placement.call(this,t,this._element):this._config.placement,i=ls[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return"function"==typeof t?t.call(this._element):t}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,..."function"==typeof this._config.popperConfig?this._config.popperConfig(e):this._config.popperConfig}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)ue.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===rs?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===rs?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");ue.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?as:rs]=!0,e._enter()})),ue.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?as:rs]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},ue.on(this._element.closest(ss),os,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=be.getDataAttributes(this._element);for(const t of Object.keys(e))es.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=ds.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Kt(ds);const us={...ds.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},fs={...ds.DefaultType,content:"(null|string|element|function)"};class ps extends ds{static get Default(){return us}static get DefaultType(){return fs}static get 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Map,this._observableSections=new Map;const t=ke.find(ys,this._config.target);for(const e of t){if(!e.hash||Wt(e))continue;const t=ke.findOne(e.hash,this._element);Bt(t)&&(this._targetLinks.set(e.hash,e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(vs),this._activateParents(t),ue.trigger(this._element,ms,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))ke.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(vs);else for(const e of ke.parents(t,".nav, .list-group"))for(const t of ke.prev(e,As))t.classList.add(vs)}_clearActiveClass(t){t.classList.remove(vs);const e=ke.find(`${ys}.${vs}`,t);for(const t of e)t.classList.remove(vs)}static jQueryInterface(t){return this.each((function(){const e=Ts.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}ue.on(window,bs,(()=>{for(const t of ke.find('[data-bs-spy="scroll"]'))Ts.getOrCreateInstance(t)})),Kt(Ts);const Os=".bs.tab",xs=`hide${Os}`,ks=`hidden${Os}`,Ls=`show${Os}`,Ds=`shown${Os}`,$s=`click${Os}`,Ss=`keydown${Os}`,Is=`load${Os}`,Ns="ArrowLeft",Ps="ArrowRight",js="ArrowUp",Ms="ArrowDown",Hs="active",Bs="fade",Ws="show",Fs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',qs=`.nav-link${Fs}, .list-group-item${Fs}, [role="tab"]${Fs}, ${zs}`,Rs=`.${Hs}[data-bs-toggle="tab"], .${Hs}[data-bs-toggle="pill"], .${Hs}[data-bs-toggle="list"]`;class Vs extends ye{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),ue.on(this._element,Ss,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?ue.trigger(e,xs,{relatedTarget:t}):null;ue.trigger(t,Ls,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Hs),this._activate(Pt(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),ue.trigger(t,Ds,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Bs)))}_deactivate(t,e){t&&(t.classList.remove(Hs),t.blur(),this._deactivate(Pt(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),ue.trigger(t,ks,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Bs)))}_keydown(t){if(![Ns,Ps,js,Ms].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=[Ps,Ms].includes(t.key),i=Ut(this._getChildren().filter((t=>!Wt(t))),t.target,e,!0);i&&(i.focus({preventScroll:!0}),Vs.getOrCreateInstance(i).show())}_getChildren(){return ke.find(qs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=Pt(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`#${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=ke.findOne(t,i);s&&s.classList.toggle(n,e)};n(".dropdown-toggle",Hs),n(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Hs)}_getInnerElement(t){return t.matches(qs)?t:ke.findOne(qs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Vs.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}ue.on(document,$s,zs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this)||Vs.getOrCreateInstance(this).show()})),ue.on(window,Is,(()=>{for(const t of ke.find(Rs))Vs.getOrCreateInstance(t)})),Kt(Vs);const Ys=".bs.toast",Ks=`mouseover${Ys}`,Qs=`mouseout${Ys}`,Xs=`focusin${Ys}`,Us=`focusout${Ys}`,Gs=`hide${Ys}`,Js=`hidden${Ys}`,Zs=`show${Ys}`,to=`shown${Ys}`,eo="hide",io="show",no="showing",so={animation:"boolean",autohide:"boolean",delay:"number"},oo={animation:!0,autohide:!0,delay:5e3};class ro extends ye{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return oo}static get DefaultType(){return so}static get NAME(){return"toast"}show(){ue.trigger(this._element,Zs).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(eo),qt(this._element),this._element.classList.add(io,no),this._queueCallback((()=>{this._element.classList.remove(no),ue.trigger(this._element,to),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(ue.trigger(this._element,Gs).defaultPrevented||(this._element.classList.add(no),this._queueCallback((()=>{this._element.classList.add(eo),this._element.classList.remove(no,io),ue.trigger(this._element,Js)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(io),super.dispose()}isShown(){return this._element.classList.contains(io)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){ue.on(this._element,Ks,(t=>this._onInteraction(t,!0))),ue.on(this._element,Qs,(t=>this._onInteraction(t,!1))),ue.on(this._element,Xs,(t=>this._onInteraction(t,!0))),ue.on(this._element,Us,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ro.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named 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The require scope\nvar __webpack_require__ = {};\n\n","// define getter functions for harmony exports\n__webpack_require__.d = (exports, definition) => {\n\tfor(var key in definition) {\n\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n\t\t}\n\t}\n};","__webpack_require__.o = (obj, prop) => (Object.prototype.hasOwnProperty.call(obj, prop))","// define __esModule on exports\n__webpack_require__.r = (exports) => {\n\tif(typeof Symbol !== 'undefined' && Symbol.toStringTag) {\n\t\tObject.defineProperty(exports, Symbol.toStringTag, { value: 'Module' });\n\t}\n\tObject.defineProperty(exports, '__esModule', { value: true });\n};","export var top = 'top';\nexport var bottom = 'bottom';\nexport var right = 'right';\nexport var left = 'left';\nexport var auto = 'auto';\nexport var basePlacements = [top, bottom, right, left];\nexport var start = 'start';\nexport var end = 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (process.env.NODE_ENV !== \"production\") {\n if (!isHTMLElement(arrowElement)) {\n console.error(['Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).', 'To use an SVG arrow, wrap it in an HTMLElement that will be used as', 'the arrow.'].join(' '));\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: \"arrow\" modifier\\'s `element` must be a child of the popper', 'element.'].join(' '));\n }\n\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n\n if (process.env.NODE_ENV !== \"production\") {\n var transitionProperty = getComputedStyle(state.elements.popper).transitionProperty || '';\n\n if (adaptive && ['transform', 'top', 'right', 'bottom', 'left'].some(function (property) {\n return transitionProperty.indexOf(property) >= 0;\n })) {\n console.warn(['Popper: Detected CSS transitions on at least one of the following', 'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".', '\\n\\n', 'Disable the \"computeStyles\" modifier\\'s `adaptive` option to allow', 'for smooth transitions, or remove these properties from the CSS', 'transition declaration on the popper element if only transitioning', 'opacity or background-color for example.', '\\n\\n', 'We recommend using the popper element as a wrapper around an inner', 'element that can have any CSS property transitioned for animations.'].join(' '));\n }\n }\n\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: The `allowedAutoPlacements` option did not allow any', 'placements. Ensure the `placement` option matches the variation', 'of the allowed placements.', 'For example, \"auto\" cannot be used to allow \"bottom-start\".', 'Use \"auto-start\" instead.'].join(' '));\n }\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport getComputedStyle from \"./dom-utils/getComputedStyle.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport validateModifiers from \"./utils/validateModifiers.js\";\nimport uniqueBy from \"./utils/uniqueBy.js\";\nimport getBasePlacement from \"./utils/getBasePlacement.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nimport { auto } from \"./enums.js\";\nvar INVALID_ELEMENT_ERROR = 'Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.';\nvar INFINITE_LOOP_ERROR = 'Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.';\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n }); // Validate the provided modifiers so that the consumer will get warned\n // if one of the modifiers is invalid for any reason\n\n if (process.env.NODE_ENV !== \"production\") {\n var modifiers = uniqueBy([].concat(orderedModifiers, state.options.modifiers), function (_ref) {\n var name = _ref.name;\n return name;\n });\n validateModifiers(modifiers);\n\n if (getBasePlacement(state.options.placement) === auto) {\n var flipModifier = state.orderedModifiers.find(function (_ref2) {\n var name = _ref2.name;\n return name === 'flip';\n });\n\n if (!flipModifier) {\n console.error(['Popper: \"auto\" placements require the \"flip\" modifier be', 'present and enabled to work.'].join(' '));\n }\n }\n\n var _getComputedStyle = getComputedStyle(popper),\n marginTop = _getComputedStyle.marginTop,\n marginRight = _getComputedStyle.marginRight,\n marginBottom = _getComputedStyle.marginBottom,\n marginLeft = _getComputedStyle.marginLeft; // We no longer take into account `margins` on the popper, and it can\n // cause bugs with positioning, so we'll warn the consumer\n\n\n if ([marginTop, marginRight, marginBottom, marginLeft].some(function (margin) {\n return parseFloat(margin);\n })) {\n console.warn(['Popper: CSS \"margin\" styles cannot be used to apply padding', 'between the popper and its reference element or boundary.', 'To replicate margin, use the `offset` modifier, as well as', 'the `padding` option in the `preventOverflow` and `flip`', 'modifiers.'].join(' '));\n }\n }\n\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n var __debug_loops__ = 0;\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (process.env.NODE_ENV !== \"production\") {\n __debug_loops__ += 1;\n\n if (__debug_loops__ > 100) {\n console.error(INFINITE_LOOP_ERROR);\n break;\n }\n }\n\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref3) {\n var name = _ref3.name,\n _ref3$options = _ref3.options,\n options = _ref3$options === void 0 ? {} : _ref3$options,\n effect = _ref3.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.2.3 (https://getbootstrap.com/)\n * Copyright 2011-2022 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend'; // Shout-out Angus Croll (https://goo.gl/pxwQGp)\n\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n/**\n * Public Util API\n */\n\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n\n return prefix;\n};\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href'); // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n } // Just in case some CMS puts out a full URL with the anchor appended\n\n\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n\n selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null;\n }\n\n return selector;\n};\n\nconst getSelectorFromElement = element => {\n const selector = getSelector(element);\n\n if (selector) {\n return document.querySelector(selector) ? selector : null;\n }\n\n return null;\n};\n\nconst getElementFromSelector = element => {\n const selector = getSelector(element);\n return selector ? document.querySelector(selector) : null;\n};\n\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n } // Get transition-duration of the element\n\n\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay); // Return 0 if element or transition duration is not found\n\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n } // If multiple durations are defined, take the first\n\n\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\n\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\n\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n\n return typeof object.nodeType !== 'undefined';\n};\n\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(object);\n }\n\n return null;\n};\n\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'; // Handle `details` element as its content may falsie appear visible when it is closed\n\n const closedDetails = element.closest('details:not([open])');\n\n if (!closedDetails) {\n return elementIsVisible;\n }\n\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n\n if (summary === null) {\n return false;\n }\n }\n\n return elementIsVisible;\n};\n\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n\n if (element.classList.contains('disabled')) {\n return true;\n }\n\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\n\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n } // Can find the shadow root otherwise it'll return the document\n\n\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n\n if (element instanceof ShadowRoot) {\n return element;\n } // when we don't find a shadow root\n\n\n if (!element.parentNode) {\n return null;\n }\n\n return findShadowRoot(element.parentNode);\n};\n\nconst noop = () => {};\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\n\n\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\n\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n\n return null;\n};\n\nconst DOMContentLoadedCallbacks = [];\n\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\n\nconst isRTL = () => document.documentElement.dir === 'rtl';\n\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\n\nconst execute = callback => {\n if (typeof callback === 'function') {\n callback();\n }\n};\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\n\n\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement); // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n\n index += shouldGetNext ? 1 : -1;\n\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\n\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\n\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\n\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n\n return fn.apply(element, [event]);\n };\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n\n hydrateObj(event, {\n delegateTarget: target\n });\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n\n return fn.apply(target, [event]);\n }\n }\n };\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string'; // todo: tooltip passes `false` instead of selector, so we need to check\n\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n\n return [isDelegated, callable, typeEvent];\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction); // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n\n callable = wrapFunction(callable);\n }\n\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n\n if (!fn) {\n return;\n }\n\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n\n for (const handlerKey of Object.keys(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n const event = storeElementEvent[handlerKey];\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\n\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\n\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n\n for (const keyHandlers of Object.keys(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n const event = storeElementEvent[keyHandlers];\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n\n let evt = new Event(event, {\n bubbles,\n cancelable: true\n });\n evt = hydrateObj(evt, args);\n\n if (defaultPrevented) {\n evt.preventDefault();\n }\n\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n\n return evt;\n }\n\n};\n\nfunction hydrateObj(obj, meta) {\n for (const [key, value] of Object.entries(meta || {})) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n\n get() {\n return value;\n }\n\n });\n }\n }\n\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n\n const instanceMap = elementMap.get(element); // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n\n instanceMap.set(key, instance);\n },\n\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n\n return null;\n },\n\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key); // free up element references if there are no instances left for an element\n\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n\n if (value === 'false') {\n return false;\n }\n\n if (value === Number(value).toString()) {\n return Number(value);\n }\n\n if (value === '' || value === 'null') {\n return null;\n }\n\n if (typeof value !== 'string') {\n return value;\n }\n\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\n\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\n\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n\n return attributes;\n },\n\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n\n static get DefaultType() {\n return {};\n }\n\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n }\n\n _configAfterMerge(config) {\n return config;\n }\n\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return { ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const property of Object.keys(configTypes)) {\n const expectedTypes = configTypes[property];\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst VERSION = '5.2.3';\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n\n if (!element) {\n return;\n }\n\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n } // Public\n\n\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n } // Static\n\n\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n\n static get VERSION() {\n return VERSION;\n }\n\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n if (isDisabled(this)) {\n return;\n }\n\n const target = getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target); // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n } // Public\n\n\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n\n if (closeEvent.defaultPrevented) {\n return;\n }\n\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n } // Private\n\n\n _destroyElement() {\n this._element.remove();\n\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](this);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nenableDismissTrigger(Alert, 'close');\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n } // Public\n\n\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n\n return parents;\n },\n\n prev(element, selector) {\n let previous = element.previousElementSibling;\n\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n\n previous = previous.previousElementSibling;\n }\n\n return [];\n },\n\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n\n next = next.nextElementSibling;\n }\n\n return [];\n },\n\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n\n if (!element || !Swipe.isSupported()) {\n return;\n }\n\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n\n this._initEvents();\n } // Getters\n\n\n static get Default() {\n return Default$c;\n }\n\n static get DefaultType() {\n return DefaultType$c;\n }\n\n static get NAME() {\n return NAME$d;\n } // Public\n\n\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n } // Private\n\n\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n\n this._handleSwipe();\n\n execute(this._config.endCallback);\n }\n\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n\n if (!direction) {\n return;\n }\n\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n } // Static\n\n\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n\n this._addEventListeners();\n\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$b;\n }\n\n static get DefaultType() {\n return DefaultType$b;\n }\n\n static get NAME() {\n return NAME$c;\n } // Public\n\n\n next() {\n this._slide(ORDER_NEXT);\n }\n\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n\n prev() {\n this._slide(ORDER_PREV);\n }\n\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n\n this._clearInterval();\n }\n\n cycle() {\n this._clearInterval();\n\n this._updateInterval();\n\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n\n this.cycle();\n }\n\n to(index) {\n const items = this._getItems();\n\n if (index > items.length - 1 || index < 0) {\n return;\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n\n const activeIndex = this._getItemIndex(this._getActive());\n\n if (activeIndex === index) {\n return;\n }\n\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n\n this._slide(order, items[index]);\n }\n\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n\n super.dispose();\n } // Private\n\n\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n } // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n\n this.pause();\n\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n\n const direction = KEY_TO_DIRECTION[event.key];\n\n if (direction) {\n event.preventDefault();\n\n this._slide(this._directionToOrder(direction));\n }\n }\n\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n\n if (!element) {\n return;\n }\n\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n\n const activeElement = this._getActive();\n\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n\n if (nextElement === activeElement) {\n return;\n }\n\n const nextElementIndex = this._getItemIndex(nextElement);\n\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n\n const slideEvent = triggerEvent(EVENT_SLIDE);\n\n if (slideEvent.defaultPrevented) {\n return;\n }\n\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // todo: change tests that use empty divs to avoid this check\n return;\n }\n\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n\n this._setActiveIndicatorElement(nextElementIndex);\n\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n\n if (isCycling) {\n this.cycle();\n }\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = getElementFromSelector(this);\n\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n\n if (slideIndex) {\n carousel.to(slideIndex);\n\n carousel._maybeEnableCycle();\n\n return;\n }\n\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n\n carousel._maybeEnableCycle();\n\n return;\n }\n\n carousel.prev();\n\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n\n for (const elem of toggleList) {\n const selector = getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n\n this._initializeChildren();\n\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n\n if (this._config.toggle) {\n this.toggle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$a;\n }\n\n static get DefaultType() {\n return DefaultType$a;\n }\n\n static get NAME() {\n return NAME$b;\n } // Public\n\n\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n\n let activeChildren = []; // find active children\n\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n\n if (startEvent.defaultPrevented) {\n return;\n }\n\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n\n const dimension = this._getDimension();\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n\n this._element.style[dimension] = 0;\n\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n\n this._isTransitioning = true;\n\n const complete = () => {\n this._isTransitioning = false;\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n\n this._queueCallback(complete, this._element, true);\n\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n\n if (startEvent.defaultPrevented) {\n return;\n }\n\n const dimension = this._getDimension();\n\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n\n for (const trigger of this._triggerArray) {\n const element = getElementFromSelector(trigger);\n\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n\n this._isTransitioning = true;\n\n const complete = () => {\n this._isTransitioning = false;\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n\n this._element.style[dimension] = '';\n\n this._queueCallback(complete, this._element, true);\n }\n\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n } // Private\n\n\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n\n config.parent = getElement(config.parent);\n return config;\n }\n\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n\n for (const element of children) {\n const selected = getElementFromSelector(element);\n\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent); // remove children if greater depth\n\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n } // Static\n\n\n static jQueryInterface(config) {\n const _config = {};\n\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n\n const selector = getSelectorFromElement(this);\n const selectorElements = SelectorEngine.find(selector);\n\n for (const element of selectorElements) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n } // Getters\n\n\n static get Default() {\n return Default$9;\n }\n\n static get DefaultType() {\n return DefaultType$9;\n }\n\n static get NAME() {\n return NAME$a;\n } // Public\n\n\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._createPopper(); // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n\n\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n\n this._element.focus();\n\n this._element.setAttribute('aria-expanded', true);\n\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n\n this._element.classList.add(CLASS_NAME_SHOW$6);\n\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n };\n\n this._completeHide(relatedTarget);\n }\n\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n\n super.dispose();\n }\n\n update() {\n this._inNavbar = this._detectNavbar();\n\n if (this._popper) {\n this._popper.update();\n }\n } // Private\n\n\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n\n if (hideEvent.defaultPrevented) {\n return;\n } // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n\n if (this._popper) {\n this._popper.destroy();\n }\n\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n\n this._element.setAttribute('aria-expanded', 'false');\n\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n\n _getConfig(config) {\n config = super._getConfig(config);\n\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n\n return config;\n }\n\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n\n let referenceElement = this._element;\n\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n\n const popperConfig = this._getPopperConfig();\n\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n\n _getPlacement() {\n const parentDropdown = this._parent;\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n } // We need to trim the value because custom properties can also include spaces\n\n\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n\n _getOffset() {\n const {\n offset\n } = this._config;\n\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n\n return offset;\n }\n\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n }; // Disable Popper if we have a static display or Dropdown is in Navbar\n\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // todo:v6 remove\n\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n\n return { ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n };\n }\n\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n\n if (!items.length) {\n return;\n } // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n\n\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n\n if (!context || context._config.autoClose === false) {\n continue;\n }\n\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n } // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n\n\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n\n const relatedTarget = {\n relatedTarget: context._element\n };\n\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n\n context._completeHide(relatedTarget);\n }\n }\n\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n\n if (isInput && !isEscapeEvent) {\n return;\n }\n\n event.preventDefault(); // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n\n instance._selectMenuItem(event);\n\n return;\n }\n\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n } // Public\n\n\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n\n hide() {\n const width = this.getWidth();\n\n this._disableOverFlow(); // give padding to element to balance the hidden scrollbar width\n\n\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width); // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n\n\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n\n isOverflowing() {\n return this.getWidth() > 0;\n } // Private\n\n\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n\n this._element.style.overflow = 'hidden';\n }\n\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n\n this._saveInitialAttribute(element, styleProperty);\n\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty); // We only want to remove the property if the value is `null`; the value can also be zero\n\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n\n};\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n } // Getters\n\n\n static get Default() {\n return Default$8;\n }\n\n static get DefaultType() {\n return DefaultType$8;\n }\n\n static get NAME() {\n return NAME$9;\n } // Public\n\n\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n\n this._append();\n\n const element = this._getElement();\n\n if (this._config.isAnimated) {\n reflow(element);\n }\n\n element.classList.add(CLASS_NAME_SHOW$5);\n\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n\n dispose() {\n if (!this._isAppended) {\n return;\n }\n\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n\n this._element.remove();\n\n this._isAppended = false;\n } // Private\n\n\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n\n this._element = backdrop;\n }\n\n return this._element;\n }\n\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n\n _append() {\n if (this._isAppended) {\n return;\n }\n\n const element = this._getElement();\n\n this._config.rootElement.append(element);\n\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n\n};\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n } // Getters\n\n\n static get Default() {\n return Default$7;\n }\n\n static get DefaultType() {\n return DefaultType$7;\n }\n\n static get NAME() {\n return NAME$8;\n } // Public\n\n\n activate() {\n if (this._isActive) {\n return;\n }\n\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n\n deactivate() {\n if (!this._isActive) {\n return;\n }\n\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n } // Private\n\n\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n\n const elements = SelectorEngine.focusableChildren(trapElement);\n\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n\n this._addEventListeners();\n } // Getters\n\n\n static get Default() {\n return Default$6;\n }\n\n static get DefaultType() {\n return DefaultType$6;\n }\n\n static get NAME() {\n return NAME$7;\n } // Public\n\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = true;\n this._isTransitioning = true;\n\n this._scrollBar.hide();\n\n document.body.classList.add(CLASS_NAME_OPEN);\n\n this._adjustDialog();\n\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = false;\n this._isTransitioning = true;\n\n this._focustrap.deactivate();\n\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n\n dispose() {\n for (const htmlElement of [window, this._dialog]) {\n EventHandler.off(htmlElement, EVENT_KEY$4);\n }\n\n this._backdrop.dispose();\n\n this._focustrap.deactivate();\n\n super.dispose();\n }\n\n handleUpdate() {\n this._adjustDialog();\n } // Private\n\n\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n\n this._element.style.display = 'block';\n\n this._element.removeAttribute('aria-hidden');\n\n this._element.setAttribute('aria-modal', true);\n\n this._element.setAttribute('role', 'dialog');\n\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n\n reflow(this._element);\n\n this._element.classList.add(CLASS_NAME_SHOW$4);\n\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n\n if (this._config.keyboard) {\n event.preventDefault();\n this.hide();\n return;\n }\n\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n\n return;\n }\n\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n\n _hideModal() {\n this._element.style.display = 'none';\n\n this._element.setAttribute('aria-hidden', true);\n\n this._element.removeAttribute('aria-modal');\n\n this._element.removeAttribute('role');\n\n this._isTransitioning = false;\n\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n\n this._resetAdjustments();\n\n this._scrollBar.reset();\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY; // return if the following background transition hasn't yet completed\n\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n\n this._element.classList.add(CLASS_NAME_STATIC);\n\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n\n this._element.focus();\n }\n /**\n * The following methods are used to handle overflowing modals\n */\n\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n\n const scrollbarWidth = this._scrollBar.getWidth();\n\n const isBodyOverflowing = scrollbarWidth > 0;\n\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n } // Static\n\n\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](relatedTarget);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = getElementFromSelector(this);\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n }); // avoid conflict when clicking modal toggler while another one is open\n\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n\n this._addEventListeners();\n } // Getters\n\n\n static get Default() {\n return Default$5;\n }\n\n static get DefaultType() {\n return DefaultType$5;\n }\n\n static get NAME() {\n return NAME$6;\n } // Public\n\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = true;\n\n this._backdrop.show();\n\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n\n this._element.setAttribute('aria-modal', true);\n\n this._element.setAttribute('role', 'dialog');\n\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n\n this._element.classList.add(CLASS_NAME_SHOW$3);\n\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n\n this._queueCallback(completeCallBack, this._element, true);\n }\n\n hide() {\n if (!this._isShown) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n this._focustrap.deactivate();\n\n this._element.blur();\n\n this._isShown = false;\n\n this._element.classList.add(CLASS_NAME_HIDING);\n\n this._backdrop.hide();\n\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n\n this._element.removeAttribute('aria-modal');\n\n this._element.removeAttribute('role');\n\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n\n this._queueCallback(completeCallback, this._element, true);\n }\n\n dispose() {\n this._backdrop.dispose();\n\n this._focustrap.deactivate();\n\n super.dispose();\n } // Private\n\n\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n\n this.hide();\n }; // 'static' option will be translated to true, and booleans will keep their value\n\n\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n\n if (!this._config.keyboard) {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n\n this.hide();\n });\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](this);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = getElementFromSelector(this);\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n if (isDisabled(this)) {\n return;\n }\n\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n }); // avoid conflict when clicking a toggler of an offcanvas, while another is open\n\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\n\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i;\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\n\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i;\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue) || DATA_URL_PATTERN.test(attribute.nodeValue));\n }\n\n return true;\n } // Check if a regular expression validates the attribute.\n\n\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\n\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n div: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n } // Getters\n\n\n static get Default() {\n return Default$4;\n }\n\n static get DefaultType() {\n return DefaultType$4;\n }\n\n static get NAME() {\n return NAME$5;\n } // Public\n\n\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n\n hasContent() {\n return this.getContent().length > 0;\n }\n\n changeContent(content) {\n this._checkContent(content);\n\n this._config.content = { ...this._config.content,\n ...content\n };\n return this;\n }\n\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n\n const template = templateWrapper.children[0];\n\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n\n return template;\n } // Private\n\n\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n\n this._checkContent(config.content);\n }\n\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n\n if (!templateElement) {\n return;\n }\n\n content = this._resolvePossibleFunction(content);\n\n if (!content) {\n templateElement.remove();\n return;\n }\n\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n\n return;\n }\n\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n\n templateElement.textContent = content;\n }\n\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n\n _resolvePossibleFunction(arg) {\n return typeof arg === 'function' ? arg(this) : arg;\n }\n\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n\n templateElement.textContent = element.textContent;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 0],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n\n super(element, config); // Private\n\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null; // Protected\n\n this.tip = null;\n\n this._setListeners();\n\n if (!this._config.selector) {\n this._fixTitle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$3;\n }\n\n static get DefaultType() {\n return DefaultType$3;\n }\n\n static get NAME() {\n return NAME$4;\n } // Public\n\n\n enable() {\n this._isEnabled = true;\n }\n\n disable() {\n this._isEnabled = false;\n }\n\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n\n this._activeTrigger.click = !this._activeTrigger.click;\n\n if (this._isShown()) {\n this._leave();\n\n return;\n }\n\n this._enter();\n }\n\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n\n this._disposePopper();\n\n super.dispose();\n }\n\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n } // todo v6 remove this OR make it optional\n\n\n this._disposePopper();\n\n const tip = this._getTipElement();\n\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n\n const {\n container\n } = this._config;\n\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2); // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n\n if (this._isHovered === false) {\n this._leave();\n }\n\n this._isHovered = false;\n };\n\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n\n hide() {\n if (!this._isShown()) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n const tip = this._getTipElement();\n\n tip.classList.remove(CLASS_NAME_SHOW$2); // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n\n if (!this._isHovered) {\n this._disposePopper();\n }\n\n this._element.removeAttribute('aria-describedby');\n\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n\n update() {\n if (this._popper) {\n this._popper.update();\n }\n } // Protected\n\n\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n\n return this.tip;\n }\n\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml(); // todo: remove this check on v6\n\n\n if (!tip) {\n return null;\n }\n\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2); // todo: on v6 the following can be achieved with CSS only\n\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n\n return tip;\n }\n\n setContent(content) {\n this._newContent = content;\n\n if (this._isShown()) {\n this._disposePopper();\n\n this.show();\n }\n }\n\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({ ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n\n return this._templateFactory;\n }\n\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n } // Private\n\n\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n\n _createPopper(tip) {\n const placement = typeof this._config.placement === 'function' ? this._config.placement.call(this, tip, this._element) : this._config.placement;\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n\n _getOffset() {\n const {\n offset\n } = this._config;\n\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n\n return offset;\n }\n\n _resolvePossibleFunction(arg) {\n return typeof arg === 'function' ? arg.call(this._element) : arg;\n }\n\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return { ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n };\n }\n\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n\n context._leave();\n });\n }\n }\n\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n\n _fixTitle() {\n const title = this._element.getAttribute('title');\n\n if (!title) {\n return;\n }\n\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n\n\n this._element.removeAttribute('title');\n }\n\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n\n this._isHovered = true;\n\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n\n this._isHovered = false;\n\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n\n config = { ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n }\n\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n\n return config;\n }\n\n _getDelegateConfig() {\n const config = {};\n\n for (const key in this._config) {\n if (this.constructor.Default[key] !== this._config[key]) {\n config[key] = this._config[key];\n }\n }\n\n config.selector = false;\n config.trigger = 'manual'; // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n\n return config;\n }\n\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n\n this._popper = null;\n }\n\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n}\n/**\n * jQuery\n */\n\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = { ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = { ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n\n static get DefaultType() {\n return DefaultType$2;\n }\n\n static get NAME() {\n return NAME$3;\n } // Overrides\n\n\n _isWithContent() {\n return this._getTitle() || this._getContent();\n } // Private\n\n\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n}\n/**\n * jQuery\n */\n\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config); // this._element is the observablesContainer and config.target the menu links wrapper\n\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n } // Getters\n\n\n static get Default() {\n return Default$1;\n }\n\n static get DefaultType() {\n return DefaultType$1;\n }\n\n static get NAME() {\n return NAME$2;\n } // Public\n\n\n refresh() {\n this._initializeTargetsAndObservables();\n\n this._maybeEnableSmoothScroll();\n\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n\n dispose() {\n this._observer.disconnect();\n\n super.dispose();\n } // Private\n\n\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body; // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n\n return config;\n }\n\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n } // unregister any previous listeners\n\n\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n } // Chrome 60 doesn't support `scrollTo`\n\n\n root.scrollTop = height;\n }\n });\n }\n\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n } // The logic of selection\n\n\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n\n this._process(targetElement(entry));\n };\n\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n\n this._clearActiveClass(targetElement(entry));\n\n continue;\n }\n\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop; // if we are scrolling down, pick the bigger offsetTop\n\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry); // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n\n if (!parentScrollTop) {\n return;\n }\n\n continue;\n } // if we are scrolling up, pick the smallest offsetTop\n\n\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n\n const observableSection = SelectorEngine.findOne(anchor.hash, this._element); // ensure that the observableSection exists & is visible\n\n if (isVisible(observableSection)) {\n this._targetLinks.set(anchor.hash, anchor);\n\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n\n this._clearActiveClass(this._config.target);\n\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n\n this._activateParents(target);\n\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both

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