static PyObject* auto_correlations(PyObject* self, PyObject* args)
{
oskar_VisBlock* h = 0;
oskar_Mem* m = 0;
PyObject *capsule = 0;
PyArrayObject *array = 0;
npy_intp dims[4];
if (!PyArg_ParseTuple(args, "O", &capsule)) return 0;
if (!(h = (oskar_VisBlock*) get_handle(capsule, name))) return 0;
/* Check that auto-correlations exist. */
if (!oskar_vis_block_has_auto_correlations(h))
{
PyErr_SetString(PyExc_RuntimeError, "No auto-correlations in block.");
return 0;
}
/* Return an array reference to Python. */
m = oskar_vis_block_auto_correlations(h);
dims[0] = oskar_vis_block_num_times(h);
dims[1] = oskar_vis_block_num_channels(h);
dims[2] = oskar_vis_block_num_stations(h);
dims[3] = oskar_vis_block_num_pols(h);
array = (PyArrayObject*)PyArray_SimpleNewFromData(4, dims,
(oskar_mem_is_double(m) ? NPY_CDOUBLE : NPY_CFLOAT),
oskar_mem_void(m));
return Py_BuildValue("N", array); /* Don't increment refcount. */
}
static PyObject* num_channels(PyObject* self, PyObject* args)
{
oskar_VisBlock* h = 0;
PyObject* capsule = 0;
if (!PyArg_ParseTuple(args, "O", &capsule)) return 0;
if (!(h = (oskar_VisBlock*) get_handle(capsule, name))) return 0;
return Py_BuildValue("i", oskar_vis_block_num_channels(h));
}
static void sim_baselines(oskar_Simulator* h, DeviceData* d, oskar_Sky* sky,
int channel_index_block, int time_index_block,
int time_index_simulation, int* status)
{
int num_baselines, num_stations, num_src, num_times_block, num_channels;
double dt_dump_days, t_start, t_dump, gast, frequency, ra0, dec0;
const oskar_Mem *x, *y, *z;
oskar_Mem* alias = 0;
/* Get dimensions. */
num_baselines = oskar_telescope_num_baselines(d->tel);
num_stations = oskar_telescope_num_stations(d->tel);
num_src = oskar_sky_num_sources(sky);
num_times_block = oskar_vis_block_num_times(d->vis_block);
num_channels = oskar_vis_block_num_channels(d->vis_block);
/* Return if there are no sources in the chunk,
* or if block time index requested is outside the valid range. */
if (num_src == 0 || time_index_block >= num_times_block) return;
/* Get the time and frequency of the visibility slice being simulated. */
dt_dump_days = h->time_inc_sec / 86400.0;
t_start = h->time_start_mjd_utc;
t_dump = t_start + dt_dump_days * (time_index_simulation + 0.5);
gast = oskar_convert_mjd_to_gast_fast(t_dump);
frequency = h->freq_start_hz + channel_index_block * h->freq_inc_hz;
/* Scale source fluxes with spectral index and rotation measure. */
oskar_sky_scale_flux_with_frequency(sky, frequency, status);
/* Evaluate station u,v,w coordinates. */
ra0 = oskar_telescope_phase_centre_ra_rad(d->tel);
dec0 = oskar_telescope_phase_centre_dec_rad(d->tel);
x = oskar_telescope_station_true_x_offset_ecef_metres_const(d->tel);
y = oskar_telescope_station_true_y_offset_ecef_metres_const(d->tel);
z = oskar_telescope_station_true_z_offset_ecef_metres_const(d->tel);
oskar_convert_ecef_to_station_uvw(num_stations, x, y, z, ra0, dec0, gast,
d->u, d->v, d->w, status);
/* Set dimensions of Jones matrices. */
if (d->R)
oskar_jones_set_size(d->R, num_stations, num_src, status);
if (d->Z)
oskar_jones_set_size(d->Z, num_stations, num_src, status);
oskar_jones_set_size(d->J, num_stations, num_src, status);
oskar_jones_set_size(d->E, num_stations, num_src, status);
oskar_jones_set_size(d->K, num_stations, num_src, status);
/* Evaluate station beam (Jones E: may be matrix). */
oskar_timer_resume(d->tmr_E);
oskar_evaluate_jones_E(d->E, num_src, OSKAR_RELATIVE_DIRECTIONS,
oskar_sky_l(sky), oskar_sky_m(sky), oskar_sky_n(sky), d->tel,
gast, frequency, d->station_work, time_index_simulation, status);
oskar_timer_pause(d->tmr_E);
#if 0
/* Evaluate ionospheric phase (Jones Z: scalar) and join with Jones E.
* NOTE this is currently only a CPU implementation. */
if (d->Z)
{
oskar_evaluate_jones_Z(d->Z, num_src, sky, d->tel,
&settings->ionosphere, gast, frequency, &(d->workJonesZ),
status);
oskar_timer_resume(d->tmr_join);
oskar_jones_join(d->E, d->Z, d->E, status);
oskar_timer_pause(d->tmr_join);
}
#endif
/* Evaluate parallactic angle (Jones R: matrix), and join with Jones Z*E.
* TODO Move this into station beam evaluation instead. */
if (d->R)
{
oskar_timer_resume(d->tmr_E);
oskar_evaluate_jones_R(d->R, num_src, oskar_sky_ra_rad_const(sky),
oskar_sky_dec_rad_const(sky), d->tel, gast, status);
oskar_timer_pause(d->tmr_E);
oskar_timer_resume(d->tmr_join);
oskar_jones_join(d->R, d->E, d->R, status);
oskar_timer_pause(d->tmr_join);
}
/* Evaluate interferometer phase (Jones K: scalar). */
oskar_timer_resume(d->tmr_K);
oskar_evaluate_jones_K(d->K, num_src, oskar_sky_l_const(sky),
oskar_sky_m_const(sky), oskar_sky_n_const(sky), d->u, d->v, d->w,
frequency, oskar_sky_I_const(sky),
h->source_min_jy, h->source_max_jy, status);
oskar_timer_pause(d->tmr_K);
/* Join Jones K with Jones Z*E. */
oskar_timer_resume(d->tmr_join);
oskar_jones_join(d->J, d->K, d->R ? d->R : d->E, status);
oskar_timer_pause(d->tmr_join);
/* Create alias for auto/cross-correlations. */
oskar_timer_resume(d->tmr_correlate);
alias = oskar_mem_create_alias(0, 0, 0, status);
/* Auto-correlate for this time and channel. */
if (oskar_vis_block_has_auto_correlations(d->vis_block))
{
oskar_mem_set_alias(alias,
oskar_vis_block_auto_correlations(d->vis_block),
num_stations *
(num_channels * time_index_block + channel_index_block),
num_stations, status);
oskar_auto_correlate(alias, num_src, d->J, sky, status);
}
/* Cross-correlate for this time and channel. */
if (oskar_vis_block_has_cross_correlations(d->vis_block))
{
oskar_mem_set_alias(alias,
oskar_vis_block_cross_correlations(d->vis_block),
num_baselines *
(num_channels * time_index_block + channel_index_block),
num_baselines, status);
oskar_cross_correlate(alias, num_src, d->J, sky, d->tel,
d->u, d->v, d->w, gast, frequency, status);
}
/* Free alias for auto/cross-correlations. */
oskar_mem_free(alias, status);
oskar_timer_pause(d->tmr_correlate);
}
void oskar_vis_block_write_ms(const oskar_VisBlock* blk,
const oskar_VisHeader* header, oskar_MeasurementSet* ms, int* status)
{
const oskar_Mem *in_acorr, *in_xcorr, *in_uu, *in_vv, *in_ww;
oskar_Mem *temp_vis = 0, *temp_uu = 0, *temp_vv = 0, *temp_ww = 0;
double exposure_sec, interval_sec, t_start_mjd, t_start_sec;
double ra_rad, dec_rad, ref_freq_hz;
unsigned int a1, a2, num_baseln_in, num_baseln_out, num_channels;
unsigned int num_pols_in, num_pols_out, num_stations, num_times, b, c, t;
unsigned int i, i_out, prec, start_time_index, start_chan_index;
unsigned int have_autocorr, have_crosscorr;
const void *xcorr, *acorr;
void* out;
/* Check if safe to proceed. */
if (*status) return;
/* Pull data from visibility structures. */
num_pols_out = oskar_ms_num_pols(ms);
num_pols_in = oskar_vis_block_num_pols(blk);
num_stations = oskar_vis_block_num_stations(blk);
num_baseln_in = oskar_vis_block_num_baselines(blk);
num_channels = oskar_vis_block_num_channels(blk);
num_times = oskar_vis_block_num_times(blk);
in_acorr = oskar_vis_block_auto_correlations_const(blk);
in_xcorr = oskar_vis_block_cross_correlations_const(blk);
in_uu = oskar_vis_block_baseline_uu_metres_const(blk);
in_vv = oskar_vis_block_baseline_vv_metres_const(blk);
in_ww = oskar_vis_block_baseline_ww_metres_const(blk);
have_autocorr = oskar_vis_block_has_auto_correlations(blk);
have_crosscorr = oskar_vis_block_has_cross_correlations(blk);
start_time_index = oskar_vis_block_start_time_index(blk);
start_chan_index = oskar_vis_block_start_channel_index(blk);
ra_rad = oskar_vis_header_phase_centre_ra_deg(header) * D2R;
dec_rad = oskar_vis_header_phase_centre_dec_deg(header) * D2R;
exposure_sec = oskar_vis_header_time_average_sec(header);
interval_sec = oskar_vis_header_time_inc_sec(header);
t_start_mjd = oskar_vis_header_time_start_mjd_utc(header);
ref_freq_hz = oskar_vis_header_freq_start_hz(header);
prec = oskar_mem_precision(in_xcorr);
t_start_sec = t_start_mjd * 86400.0 +
interval_sec * (start_time_index + 0.5);
/* Check that there is something to write. */
if (!have_autocorr && !have_crosscorr) return;
/* Get number of output baselines. */
num_baseln_out = num_baseln_in;
if (have_autocorr)
num_baseln_out += num_stations;
/* Check polarisation dimension consistency:
* num_pols_in can be less than num_pols_out, but not vice-versa. */
if (num_pols_in > num_pols_out)
{
*status = OSKAR_ERR_DIMENSION_MISMATCH;
return;
}
/* Check the dimensions match. */
if (oskar_ms_num_pols(ms) != num_pols_out ||
oskar_ms_num_stations(ms) != num_stations)
{
*status = OSKAR_ERR_DIMENSION_MISMATCH;
return;
}
/* Check the reference frequencies match. */
if (fabs(oskar_ms_ref_freq_hz(ms) - ref_freq_hz) > 1e-10)
{
*status = OSKAR_ERR_VALUE_MISMATCH;
return;
}
/* Check the phase centres are the same. */
if (fabs(oskar_ms_phase_centre_ra_rad(ms) - ra_rad) > 1e-10 ||
fabs(oskar_ms_phase_centre_dec_rad(ms) - dec_rad) > 1e-10)
{
*status = OSKAR_ERR_VALUE_MISMATCH;
return;
}
/* Add visibilities and u,v,w coordinates. */
temp_vis = oskar_mem_create(prec | OSKAR_COMPLEX, OSKAR_CPU,
num_baseln_out * num_channels * num_pols_out, status);
temp_uu = oskar_mem_create(prec, OSKAR_CPU, num_baseln_out, status);
temp_vv = oskar_mem_create(prec, OSKAR_CPU, num_baseln_out, status);
temp_ww = oskar_mem_create(prec, OSKAR_CPU, num_baseln_out, status);
xcorr = oskar_mem_void_const(in_xcorr);
acorr = oskar_mem_void_const(in_acorr);
out = oskar_mem_void(temp_vis);
if (prec == OSKAR_DOUBLE)
{
const double *uu_in, *vv_in, *ww_in;
double *uu_out, *vv_out, *ww_out;
uu_in = oskar_mem_double_const(in_uu, status);
vv_in = oskar_mem_double_const(in_vv, status);
ww_in = oskar_mem_double_const(in_ww, status);
uu_out = oskar_mem_double(temp_uu, status);
vv_out = oskar_mem_double(temp_vv, status);
ww_out = oskar_mem_double(temp_ww, status);
for (t = 0; t < num_times; ++t)
{
/* Construct the baseline coordinates for the given time. */
int start_row = (start_time_index + t) * num_baseln_out;
for (a1 = 0, b = 0, i_out = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
uu_out[i_out] = 0.0;
vv_out[i_out] = 0.0;
ww_out[i_out] = 0.0;
++i_out;
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++a2, ++b, ++i_out)
{
i = num_baseln_in * t + b;
uu_out[i_out] = uu_in[i];
vv_out[i_out] = vv_in[i];
ww_out[i_out] = ww_in[i];
}
}
}
for (c = 0, i_out = 0; c < num_channels; ++c)
{
/* Construct amplitude data for the given time and channel. */
if (num_pols_in == 4)
{
for (a1 = 0, b = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
i = num_stations * (t * num_channels + c) + a1;
((double4c*)out)[i_out++] =
((const double4c*)acorr)[i];
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++b, ++a2)
{
i = num_baseln_in * (t * num_channels + c) + b;
((double4c*)out)[i_out++] =
((const double4c*)xcorr)[i];
}
}
}
}
else if (num_pols_in == 1 && num_pols_out == 1)
{
for (a1 = 0, b = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
i = num_stations * (t * num_channels + c) + a1;
((double2*)out)[i_out++] =
((const double2*)acorr)[i];
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++b, ++a2)
{
i = num_baseln_in * (t * num_channels + c) + b;
((double2*)out)[i_out++] =
((const double2*)xcorr)[i];
}
}
}
}
else
{
double2 vis_amp, *out_;
out_ = (double2*)out;
for (a1 = 0, b = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
i = num_stations * (t * num_channels + c) + a1;
vis_amp = ((const double2*)acorr)[i];
out_[i_out + 0] = vis_amp; /* XX */
out_[i_out + 1].x = 0.0; /* XY */
out_[i_out + 1].y = 0.0; /* XY */
out_[i_out + 2].x = 0.0; /* YX */
out_[i_out + 2].y = 0.0; /* YX */
out_[i_out + 3] = vis_amp; /* YY */
i_out += 4;
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++b, ++a2)
{
i = num_baseln_in * (t * num_channels + c) + b;
vis_amp = ((const double2*)xcorr)[i];
out_[i_out + 0] = vis_amp; /* XX */
out_[i_out + 1].x = 0.0; /* XY */
out_[i_out + 1].y = 0.0; /* XY */
out_[i_out + 2].x = 0.0; /* YX */
out_[i_out + 2].y = 0.0; /* YX */
out_[i_out + 3] = vis_amp; /* YY */
i_out += 4;
}
}
}
}
}
oskar_ms_write_coords_d(ms, start_row, num_baseln_out,
uu_out, vv_out, ww_out, exposure_sec, interval_sec,
t_start_sec + (t * interval_sec));
oskar_ms_write_vis_d(ms, start_row, start_chan_index,
num_channels, num_baseln_out, (const double*)out);
}
}
else if (prec == OSKAR_SINGLE)
{
const float *uu_in, *vv_in, *ww_in;
float *uu_out, *vv_out, *ww_out;
uu_in = oskar_mem_float_const(in_uu, status);
vv_in = oskar_mem_float_const(in_vv, status);
ww_in = oskar_mem_float_const(in_ww, status);
uu_out = oskar_mem_float(temp_uu, status);
vv_out = oskar_mem_float(temp_vv, status);
ww_out = oskar_mem_float(temp_ww, status);
for (t = 0; t < num_times; ++t)
{
/* Construct the baseline coordinates for the given time. */
int start_row = (start_time_index + t) * num_baseln_out;
for (a1 = 0, b = 0, i_out = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
uu_out[i_out] = 0.0;
vv_out[i_out] = 0.0;
ww_out[i_out] = 0.0;
++i_out;
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++a2, ++b, ++i_out)
{
i = num_baseln_in * t + b;
uu_out[i_out] = uu_in[i];
vv_out[i_out] = vv_in[i];
ww_out[i_out] = ww_in[i];
}
}
}
for (c = 0, i_out = 0; c < num_channels; ++c)
{
/* Construct amplitude data for the given time and channel. */
if (num_pols_in == 4)
{
for (a1 = 0, b = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
i = num_stations * (t * num_channels + c) + a1;
((float4c*)out)[i_out++] =
((const float4c*)acorr)[i];
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++b, ++a2)
{
i = num_baseln_in * (t * num_channels + c) + b;
((float4c*)out)[i_out++] =
((const float4c*)xcorr)[i];
}
}
}
}
else if (num_pols_in == 1 && num_pols_out == 1)
{
for (a1 = 0, b = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
i = num_stations * (t * num_channels + c) + a1;
((float2*)out)[i_out++] =
((const float2*)acorr)[i];
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++b, ++a2)
{
i = num_baseln_in * (t * num_channels + c) + b;
((float2*)out)[i_out++] =
((const float2*)xcorr)[i];
}
}
}
}
else
{
float2 vis_amp, *out_;
out_ = (float2*)out;
for (a1 = 0, b = 0; a1 < num_stations; ++a1)
{
if (have_autocorr)
{
i = num_stations * (t * num_channels + c) + a1;
vis_amp = ((const float2*)acorr)[i];
out_[i_out + 0] = vis_amp; /* XX */
out_[i_out + 1].x = 0.0; /* XY */
out_[i_out + 1].y = 0.0; /* XY */
out_[i_out + 2].x = 0.0; /* YX */
out_[i_out + 2].y = 0.0; /* YX */
out_[i_out + 3] = vis_amp; /* YY */
i_out += 4;
}
if (have_crosscorr)
{
for (a2 = a1 + 1; a2 < num_stations; ++b, ++a2)
{
i = num_baseln_in * (t * num_channels + c) + b;
vis_amp = ((const float2*)xcorr)[i];
out_[i_out + 0] = vis_amp; /* XX */
out_[i_out + 1].x = 0.0; /* XY */
out_[i_out + 1].y = 0.0; /* XY */
out_[i_out + 2].x = 0.0; /* YX */
out_[i_out + 2].y = 0.0; /* YX */
out_[i_out + 3] = vis_amp; /* YY */
i_out += 4;
}
}
}
}
}
oskar_ms_write_coords_f(ms, start_row, num_baseln_out,
uu_out, vv_out, ww_out, exposure_sec, interval_sec,
t_start_sec + (t * interval_sec));
oskar_ms_write_vis_f(ms, start_row, start_chan_index,
num_channels, num_baseln_out, (const float*)out);
}
}
else
{
*status = OSKAR_ERR_BAD_DATA_TYPE;
}
/* Cleanup. */
oskar_mem_free(temp_vis, status);
oskar_mem_free(temp_uu, status);
oskar_mem_free(temp_vv, status);
oskar_mem_free(temp_ww, status);
}