Definition of the tracking function
Accessing beam-element data from C
The class definition from previous section automatically generates a set of functions (API) to access and manipulate in C the data spcified in _xofields
.
The C API for the defined class can be inspected as follows:
source, kernels, cdefs = SRotation._XoStruct._gen_c_api()
print(source)
By printing source we can see that C methods are available to set, get and get a pointer to the fields specified in _xofields
:
/*gpufun*/ double SRotationData_get_cos_z(const SRotationData/*restrict*/ obj);
/*gpufun*/ void SRotationData_set_cos_z(SRotationData/*restrict*/ obj, double value);
/*gpufun*/ /*gpuglmem*/double* SRotationData_getp_cos_z(SRotationData/*restrict*/ obj);
/*gpufun*/ double SRotationData_get_sin_z(const SRotationData/*restrict*/ obj);
/*gpufun*/ void SRotationData_set_sin_z(SRotationData/*restrict*/ obj, double value);
/*gpufun*/ /*gpuglmem*/double* SRotationData_getp_sin_z(SRotationData/*restrict*/ obj);
Note the annotations /*gpufun*/
that indicates that these are device functions on GPU and /*gpuglmem*/
that indicates that the annotated pointer refers to the GPU global memory space.
These methods can be used to write a C header file containing the tracking code for the beam element.
The method takes two arguments, the element data in a data type called <ElementName>Data
, i.e. SRotationData
in our example and a LocalParticle
which is associated to methods to set and and get the particle coordinates.
The LocalParticle
represents one particle of the particle set provided to the simulation.
Writing the tracking code
For our example beam elements the tracking code can be written as follows:
#ifndef XTRACK_SROTATION_H
#define XTRACK_SROTATION_H
/*gpufun*/
void SRotation_track_local_particle(SRotationData el, LocalParticle* part0){
double const sin_z = SRotationData_get_sin_z(el);
double const cos_z = SRotationData_get_cos_z(el);
//start_per_particle_block (part0->part)
double const x = LocalParticle_get_x(part);
double const y = LocalParticle_get_y(part);
double const px = LocalParticle_get_px(part);
double const py = LocalParticle_get_py(part);
double const x_hat = cos_z * x + sin_z * y;
double const y_hat = -sin_z * x + cos_z * y;
double const px_hat = cos_z * px + sin_z * py;
double const py_hat = -sin_z * px + cos_z * py;
LocalParticle_set_x(part, x_hat);
LocalParticle_set_y(part, y_hat);
LocalParticle_set_px(part, px_hat);
LocalParticle_set_py(part, py_hat);
//end_per_particle_block
}
#endif
You can note in the code above the /*gpufun*/
annotation specifying that the function is to be executed on the device for the GPU contexts.
The annotations `//start_per_particle_block`
and `//end_per_particle_block`
map part0 to part and introduce a loop over the particle when needed (i.e. for the CPU contexts). Parallelization over CPU cores is also applied if this is set in the context.
Once ready the code needs to be associated to the class. This is done with the following instruction:
from pathlib import Path
import xobjects as xo
import xtrack as xt
class SRotation(xt.BeamElement):
_xofields={
'cos_z': xo.Float64,
'sin_z': xo.Float64,
}
_extra_c_sources = [Path('./srotation.h')]