torx.analysis

Functionality to perform advanced analysis such as tracing and statistics.

Modules

fourier	Fourier based analysis methods and signal processing.
lineouts	Lineouts for analysis of quantities not on a grid.

Classes

CriticalPoint	A located and classified critical point of a 2D scalar field.
CriticalPointType	Enumeration of critical point types based on Hessian character.
FastTracer	Fast tracing class using numbalsoda package.
MagneticFieldTracer	Allows to trace along a magnetic fieldline.
SplineInterpolator2D	Spline interpolation in 2D for structured or unstructured grids.
VectorFieldTracer	Allows to trace a given vector field.

Functions

avg	Calculate average/mean with parallelized algorithm.
bidirectional_toroidal_trace	Trace magnetic field lines in both toroidal directions.
bspline_basis_and_deriv1	Return (N, dN) of length k+1: B-spline basis and 1st derivatives at u.
drift_flux	Return the drift flux of a given 3D field through a lineout array [1]_.
eich_profile	Fit an Eich profile to heat flux data.
excess_kurtosis	Calculate excess/Fisher kurtosis with parallelized algorithm.
find_contours	Find the contours of an array at a given level.
find_critical_point	Find a critical point of $psi(R, Z)$ and classify it.
find_extremum	Find a local extremum of a 2D spline field.
fit_eich_profile	Use non-linear least-squares to fit an Eich profile to heat flux data.
flare_fieldline_trace	Trace a magnetic field line using the FLARE field-line tracer.
flux_surf_avg_3D	Return the flux-surface average of a given field on a 3D grid.
kurtosis	Calculate kurtosis with parallelized algorithm.
make_matrix_interp	Return a CSR matrix for interpolation.
polar_to_cart_chord	Convert from polar to cartesian coordinates.
rms	Calculate root-mean-square (rms) with parallelized algorithm.
skew	Calculate skew with parallelized algorithm.
smooth_1d_block	Smooth a 1D array by averaging over non-overlapping blocks.
smooth_1d_window	Smooth a 1D array with a sliding, overlapping averaging window.
smooth_2d_butterworth	Apply a low-pass 2D Butterworth Fourier filter.
smooth_2d_ellipsoid	Apply an ellipsoid filter in the Fourier domain to a 2D array.
smooth_2d_gaussian	Apply a Gaussian filter in the Fourier domain to a 2D array.
smooth_2d_uniform	Apply a uniform (box) filter in the Fourier domain to a 2D array.
smoothstep	Return a hermite smoothstep of a specific order.
statistics_ufunc	Apply xarray ufunc for a statistics function given by name.
std	Calculate standard deviation with parallelized algorithm.