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+/*
+ * merge.c
+ *
+ * Parallel weighted merging of intensities
+ *
+ * Copyright © 2012-2015 Deutsches Elektronen-Synchrotron DESY,
+ * a research centre of the Helmholtz Association.
+ *
+ * Authors:
+ * 2010-2015 Thomas White <taw@physics.org>
+ *
+ * This file is part of CrystFEL.
+ *
+ * CrystFEL is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * CrystFEL is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with CrystFEL. If not, see <http://www.gnu.org/licenses/>.
+ *
+ */
+
+#ifdef HAVE_CONFIG_H
+#include <config.h>
+#endif
+
+
+#include <stdlib.h>
+#include <assert.h>
+#include <gsl/gsl_matrix.h>
+#include <gsl/gsl_vector.h>
+#include <gsl/gsl_linalg.h>
+#include <gsl/gsl_eigen.h>
+#include <gsl/gsl_fit.h>
+
+#include "image.h"
+#include "peaks.h"
+#include "symmetry.h"
+#include "geometry.h"
+#include "cell.h"
+#include "utils.h"
+#include "reflist.h"
+#include "cell-utils.h"
+
+
+/* Minimum partiality of a reflection for it to be merged */
+#define MIN_PART_MERGE (0.05)
+
+
+struct merge_queue_args
+{
+ RefList *full;
+ pthread_rwlock_t full_lock;
+ Crystal **crystals;
+ int n_started;
+ PartialityModel pmodel;
+ double push_res;
+};
+
+
+struct merge_worker_args
+{
+ struct merge_queue_args *qargs;
+ Crystal *crystal;
+ int crystal_number;
+};
+
+
+static void *create_merge_job(void *vqargs)
+{
+ struct merge_worker_args *wargs;
+ struct merge_queue_args *qargs = vqargs;
+
+ wargs = malloc(sizeof(struct merge_worker_args));
+ wargs->qargs = qargs;
+ wargs->crystal_number = qargs->n_started;
+ wargs->crystal = qargs->crystals[qargs->n_started++];
+
+ return wargs;
+}
+
+
+static void run_merge_job(void *vwargs, int cookie)
+{
+ struct merge_worker_args *wargs = vwargs;
+ Crystal *cr = wargs->crystal;
+ RefList *full = wargs->qargs->full;
+ double push_res = wargs->qargs->push_res;
+ Reflection *refl;
+ RefListIterator *iter;
+ double G, B;
+
+ /* If this crystal's scaling was dodgy, it doesn't contribute to the
+ * merged intensities */
+ if ( crystal_get_user_flag(cr) != 0 ) return;
+
+ G = crystal_get_osf(cr);
+ B = crystal_get_Bfac(cr);
+
+ for ( refl = first_refl(crystal_get_reflections(cr), &iter);
+ refl != NULL;
+ refl = next_refl(refl, iter) )
+ {
+ Reflection *f;
+ signed int h, k, l;
+ double mean, sumweight, M2, temp, delta, R;
+ double corr, res, w, esd;
+
+ if ( get_partiality(refl) < MIN_PART_MERGE ) continue;
+
+ get_indices(refl, &h, &k, &l);
+ pthread_rwlock_rdlock(&wargs->qargs->full_lock);
+ f = find_refl(full, h, k, l);
+ if ( f == NULL ) {
+
+ /* Swap read lock for write lock */
+ pthread_rwlock_unlock(&wargs->qargs->full_lock);
+ pthread_rwlock_wrlock(&wargs->qargs->full_lock);
+
+ /* In the gap between the unlock and the wrlock, the
+ * reflection might have been created by another thread.
+ * So, we must check again */
+ f = find_refl(full, h, k, l);
+ if ( f == NULL ) {
+ f = add_refl(full, h, k, l);
+ lock_reflection(f);
+ pthread_rwlock_unlock(&wargs->qargs->full_lock);
+ set_intensity(f, 0.0);
+ set_temp1(f, 0.0);
+ set_temp2(f, 0.0);
+
+ } else {
+
+ /* Someone else created it */
+ lock_reflection(f);
+ pthread_rwlock_unlock(&wargs->qargs->full_lock);
+
+ }
+
+ } else {
+
+ lock_reflection(f);
+ pthread_rwlock_unlock(&wargs->qargs->full_lock);
+
+ }
+
+ mean = get_intensity(f);
+ sumweight = get_temp1(f);
+ M2 = get_temp2(f);
+
+ res = resolution(crystal_get_cell(cr), h, k, l);
+
+ if ( 2.0*res > crystal_get_resolution_limit(cr)+push_res ) {
+ unlock_reflection(f);
+ continue;
+ }
+
+ /* Total (multiplicative) correction factor */
+ corr = exp(-G) * exp(B*res*res) * get_lorentz(refl)
+ / get_partiality(refl);
+ if ( isnan(corr) ) {
+ ERROR("NaN corr:\n");
+ ERROR("G = %f, B = %e\n", G, B);
+ ERROR("res = %e\n", res);
+ ERROR("p = %f\n", get_partiality(refl));
+ }
+
+ esd = get_esd_intensity(refl) * corr;
+ w = 1.0;
+
+ /* Running mean and variance calculation */
+ temp = w + sumweight;
+ delta = get_intensity(refl)*corr - mean;
+ R = delta * w / temp;
+ set_intensity(f, mean + R);
+ set_temp2(f, M2 + sumweight * delta * R);
+ set_temp1(f, temp);
+ set_redundancy(f, get_redundancy(f)+1);
+ unlock_reflection(f);
+ }
+}
+
+
+static void finalise_merge_job(void *vqargs, void *vwargs)
+{
+ free(vwargs);
+}
+
+
+RefList *merge_intensities(Crystal **crystals, int n, int n_threads,
+ PartialityModel pmodel, int min_meas,
+ double push_res)
+{
+ RefList *full;
+ RefList *full2;
+ struct merge_queue_args qargs;
+ Reflection *refl;
+ RefListIterator *iter;
+
+ full = reflist_new();
+
+ qargs.full = full;
+ qargs.n_started = 0;
+ qargs.crystals = crystals;
+ qargs.pmodel = pmodel;
+ qargs.push_res = push_res;
+ pthread_rwlock_init(&qargs.full_lock, NULL);
+
+ run_threads(n_threads, run_merge_job, create_merge_job,
+ finalise_merge_job, &qargs, n, 0, 0, 0);
+
+ pthread_rwlock_destroy(&qargs.full_lock);
+
+ /* Calculate ESDs from variances, including only reflections with
+ * enough measurements */
+ full2 = reflist_new();
+ if ( full2 == NULL ) return NULL;
+ for ( refl = first_refl(full, &iter);
+ refl != NULL;
+ refl = next_refl(refl, iter) )
+ {
+ double var;
+ int red;
+
+ red = get_redundancy(refl);
+ var = get_temp2(refl) / get_temp1(refl);
+ set_esd_intensity(refl, sqrt(var)/sqrt(red));
+
+ if ( red >= min_meas ) {
+
+ signed int h, k, l;
+ Reflection *r2;
+
+ get_indices(refl, &h, &k, &l);
+ r2 = add_refl(full2, h, k, l);
+ copy_data(r2, refl);
+ }
+ }
+
+ reflist_free(full);
+ return full2;
+}