indexamajig.c 24.1 KB
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/*
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 * indexamajig.c
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 *
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 * Index patterns, output hkl+intensity etc.
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 *
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 * (c) 2006-2011 Thomas White <taw@physics.org>
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 *
 * Part of CrystFEL - crystallography with a FEL
 *
 */


#ifdef HAVE_CONFIG_H
#include <config.h>
#endif

#include <stdarg.h>
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include <unistd.h>
#include <getopt.h>
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#include <hdf5.h>
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#include <gsl/gsl_errno.h>
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#include <pthread.h>
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#ifdef HAVE_CLOCK_GETTIME
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#include <time.h>
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#else
#include <sys/time.h>
#endif
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#include "utils.h"
#include "hdf5-file.h"
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#include "index.h"
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#include "peaks.h"
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#include "detector.h"
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#include "filters.h"
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#include "thread-pool.h"
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#include "beam-parameters.h"
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#include "geometry.h"
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#include "stream.h"
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#include "reflist-utils.h"
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/* Write statistics at APPROXIMATELY this interval */
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#define STATS_EVERY_N_SECONDS (5)


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enum {
	PEAK_ZAEF,
	PEAK_HDF5,
};


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/* Information about the indexing process which is common to all patterns */
struct static_index_args
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{
	UnitCell *cell;
	int config_cmfilter;
	int config_noisefilter;
	int config_verbose;
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	int stream_flags;         /* What goes into the output? */
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	int config_polar;
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	int config_satcorr;
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	int config_closer;
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	int config_insane;
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	int config_bgsub;
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	float threshold;
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	float min_gradient;
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	struct detector *det;
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	IndexingMethod *indm;
	IndexingPrivate **ipriv;
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	int peaks;                /* Peak detection method */
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	int cellr;
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	struct beam_params *beam;
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	const char *element;
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	/* Output stream */
	pthread_mutex_t *output_mutex;  /* Protects the output stream */
	FILE *ofh;
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};


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/* Information about the indexing process for one pattern */
struct index_args
{
	/* "Input" */
	char *filename;
	struct static_index_args static_args;

	/* "Output" */
	int indexable;
};


/* Information needed to choose the next task and dispatch it */
struct queue_args
{
	FILE *fh;
	char *prefix;
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	int config_basename;
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	struct static_index_args static_args;

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	char *use_this_one_instead;
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	int n_indexable;
	int n_processed;
	int n_indexable_last_stats;
	int n_processed_last_stats;
	int t_last_stats;
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};


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static void show_help(const char *s)
{
	printf("Syntax: %s [options]\n\n", s);
	printf(
"Process and index FEL diffraction images.\n"
"\n"
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" -h, --help               Display this help message.\n"
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"\n"
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" -i, --input=<filename>   Specify file containing list of images to process.\n"
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"                           '-' means stdin, which is the default.\n"
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" -o, --output=<filename>  Write output stream to this file. '-' for stdout.\n"
"                           Default: indexamajig.stream\n"
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"\n"
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"     --indexing=<methods> Use 'methods' for indexing.  Provide one or more\n"
"                           methods separated by commas.  Choose from:\n"
"                            none     : no indexing (default)\n"
"                            dirax    : invoke DirAx\n"
"                            mosflm   : invoke MOSFLM (DPS)\n"
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" -g. --geometry=<file>    Get detector geometry from file.\n"
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" -b, --beam=<file>        Get beam parameters from file (provides nominal\n"
"                           wavelength value if no per-shot value is found in\n"
"                           the HDF5 files.\n"
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" -p, --pdb=<file>         PDB file from which to get the unit cell to match.\n"
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"                           Default: 'molecule.pdb'.\n"
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"     --basename           Remove the directory parts of the filenames.\n"
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" -x, --prefix=<p>         Prefix filenames from input file with <p>.\n"
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"     --peaks=<method>     Use 'method' for finding peaks.  Choose from:\n"
"                           zaef  : Use Zaefferer (2000) gradient detection.\n"
"                                    This is the default method.\n"
"                           hdf5  : Get from /processing/hitfinder/peakinfo\n"
"                                    in the HDF5 file.\n"
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"\n\n"
"You can control what information is included in the output stream using\n"
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"' --record=<flag1>,<flag2>,<flag3>' and so on.  Possible flags are:\n\n"
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" integrated        Include a list of reflection intensities, produced by\n"
"                    integrating around predicted peak locations.\n"
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"\n"
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" peaks             Include peak locations and intensities from the peak\n"
"                    search.\n"
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"\n"
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" peaksifindexed    As 'peaks', but only if the pattern could be indexed.\n"
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"\n"
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" peaksifnotindexed As 'peaks', but only if the pattern could NOT be indexed.\n"
"\n\n"
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"The default is '--record=integrated'.\n"
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"\n\n"
"For more control over the process, you might need:\n\n"
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"     --cell-reduction=<m> Use <m> as the cell reduction method. Choose from:\n"
"                           none    : no matching, just use the raw cell.\n"
"                           reduce  : full cell reduction.\n"
"                           compare : match by at most changing the order of\n"
"                                     the indices.\n"
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"                           compare_ab : compare 'a' and 'b' lengths only.\n"
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"     --filter-cm          Perform common-mode noise subtraction on images\n"
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"                           before proceeding.  Intensities will be extracted\n"
"                           from the image as it is after this processing.\n"
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"     --filter-noise       Apply an aggressive noise filter which sets all\n"
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"                           pixels in each 3x3 region to zero if any of them\n"
"                           have negative values.  Intensity measurement will\n"
"                           be performed on the image as it was before this.\n"
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"     --unpolarized        Don't correct for the polarisation of the X-rays.\n"
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"     --no-sat-corr        Don't correct values of saturated peaks using a\n"
"                           table included in the HDF5 file.\n"
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"     --threshold=<n>      Only accept peaks above <n> ADU.  Default: 800.\n"
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"     --min-gradient=<n>   Minimum gradient for Zaefferer peak search.\n"
"                           Default: 100,000.\n"
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" -e, --image=<element>    Use this image from the HDF5 file.\n"
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"                           Example: /data/data0.\n"
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"                           Default: The first one found.\n"
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"\n"
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"\nOptions for greater performance or verbosity:\n\n"
"     --verbose            Be verbose about indexing.\n"
" -j <n>                   Run <n> analyses in parallel.  Default 1.\n"
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"\n"
"\nOptions you probably won't need:\n\n"
"     --no-check-prefix    Don't attempt to correct the --prefix.\n"
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"     --no-closer-peak     Don't integrate from the location of a nearby peak\n"
"                           instead of the position closest to the reciprocal\n"
"                           lattice point.\n"
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"     --insane             Don't check that the reduced cell accounts for at\n"
"                           least 10%% of the located peaks.\n"
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"     --no-bg-sub          Don't subtract local background estimates from\n"
"                           integrated intensities.\n"
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"\n"
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"\nYou can tune the CPU affinities for enhanced performance on NUMA machines:\n"
"\n"
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"     --cpus=<n>           Specify number of CPUs.  This is NOT the same as\n"
"                           giving the number of analyses to run in parallel.\n"
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"     --cpugroup=<n>       Batch threads in groups of this size.\n"
"     --cpuoffset=<n>      Start using CPUs at this group number.\n"
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);
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}


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static void process_image(void *pp, int cookie)
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{
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	struct index_args *pargs = pp;
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	struct hdfile *hdfile;
	struct image image;
	float *data_for_measurement;
	size_t data_size;
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	char *filename = pargs->filename;
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	UnitCell *cell = pargs->static_args.cell;
	int config_cmfilter = pargs->static_args.config_cmfilter;
	int config_noisefilter = pargs->static_args.config_noisefilter;
	int config_verbose = pargs->static_args.config_verbose;
	int config_polar = pargs->static_args.config_polar;
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	IndexingMethod *indm = pargs->static_args.indm;
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	const struct beam_params *beam = pargs->static_args.beam;
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	image.features = NULL;
	image.data = NULL;
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	image.flags = NULL;
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	image.indexed_cell = NULL;
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	image.id = cookie;
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	image.filename = filename;
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	image.det = copy_geom(pargs->static_args.det);
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	pargs->indexable = 0;
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	hdfile = hdfile_open(filename);
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	if ( hdfile == NULL ) return;

	if ( pargs->static_args.element != NULL ) {

		int r;
		r = hdfile_set_image(hdfile, pargs->static_args.element);
		if ( r ) {
			ERROR("Couldn't select path '%s'\n",
			      pargs->static_args.element);
			hdfile_close(hdfile);
			return;
		}

	} else {

		int r;
		r = hdfile_set_first_image(hdfile, "/");
		if ( r ) {
			ERROR("Couldn't select first path\n");
			hdfile_close(hdfile);
			return;
		}

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	}

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	hdf5_read(hdfile, &image, pargs->static_args.config_satcorr);
	if ( image.lambda < 0.0 ) {
		if ( beam != NULL ) {
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			ERROR("Using nominal photon enery of %.2f eV\n",
                              beam->photon_energy);
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			image.lambda = ph_en_to_lambda(
			                          eV_to_J(beam->photon_energy));
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		} else {
			ERROR("No wavelength in file, so you need to give "
			      "a beam parameters file with -b.\n");
			hdfile_close(hdfile);
			return;
		}
	}
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	fill_in_values(image.det, hdfile);
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	if ( config_cmfilter ) {
		filter_cm(&image);
	}

	/* Take snapshot of image after CM subtraction but before
	 * the aggressive noise filter. */
	data_size = image.width*image.height*sizeof(float);
	data_for_measurement = malloc(data_size);

	if ( config_noisefilter ) {
		filter_noise(&image, data_for_measurement);
	} else {
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		memcpy(data_for_measurement, image.data, data_size);
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	}

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	switch ( pargs->static_args.peaks )
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	{
	case PEAK_HDF5 :
		/* Get peaks from HDF5 */
		if ( get_peaks(&image, hdfile) ) {
			ERROR("Failed to get peaks from HDF5 file.\n");
		}
		break;
	case PEAK_ZAEF :
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		search_peaks(&image, pargs->static_args.threshold,
		             pargs->static_args.min_gradient);
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		break;
	}
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	/* Get rid of noise-filtered version at this point
	 * - it was strictly for the purposes of peak detection. */
	free(image.data);
	image.data = data_for_measurement;

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	/* Calculate orientation matrix (by magic) */
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	index_pattern(&image, cell, indm, pargs->static_args.cellr,
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		      config_verbose, pargs->static_args.ipriv,
		      pargs->static_args.config_insane);
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	if ( image.indexed_cell != NULL ) pargs->indexable = 1;
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	/* Measure intensities */
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	if ( image.indexed_cell != NULL ) {
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		image.div = beam->divergence;
		image.bw = beam->bandwidth;
		image.profile_radius = 0.0001e9;
		image.reflections = find_intersections(&image,
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			                               image.indexed_cell);
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		integrate_reflections(&image, config_polar,
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			              pargs->static_args.config_closer,
			              pargs->static_args.config_bgsub);
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	} else {

		image.reflections = NULL;

	}
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	pthread_mutex_lock(pargs->static_args.output_mutex);
	write_chunk(pargs->static_args.ofh, &image,
	            pargs->static_args.stream_flags);
	pthread_mutex_unlock(pargs->static_args.output_mutex);
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	/* Only free cell if found */
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	cell_free(image.indexed_cell);
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	reflist_free(image.reflections);
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	free(image.data);
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	if ( image.flags != NULL ) free(image.flags);
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	image_feature_list_free(image.features);
	hdfile_close(hdfile);
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	free_detector_geometry(image.det);
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}


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static void *get_image(void *qp)
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{
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	char *line;
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	struct index_args *pargs;
	char *rval;
	struct queue_args *qargs = qp;
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	/* Initialise new task arguments */
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	pargs = malloc(sizeof(struct index_args));
	memcpy(&pargs->static_args, &qargs->static_args,
	       sizeof(struct static_index_args));
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	/* Get the next filename */
	if ( qargs->use_this_one_instead != NULL ) {

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		line = qargs->use_this_one_instead;
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		qargs->use_this_one_instead = NULL;

	} else {

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		line = malloc(1024*sizeof(char));
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		rval = fgets(line, 1023, qargs->fh);
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		if ( rval == NULL ) {
			free(pargs);
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			free(line);
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			return NULL;
		}
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		chomp(line);

	}
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	if ( qargs->config_basename ) {
		char *tmp;
		tmp = safe_basename(line);
		free(line);
		line = tmp;
	}

	pargs->filename = malloc(strlen(qargs->prefix)+strlen(line)+1);

	snprintf(pargs->filename, 1023, "%s%s", qargs->prefix, line);

	free(line);

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	return pargs;
}
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#ifdef HAVE_CLOCK_GETTIME

static time_t get_monotonic_seconds()
{
	struct timespec tp;
	clock_gettime(CLOCK_MONOTONIC, &tp);
	return tp.tv_sec;
}

#else

/* Fallback version of the above.  The time according to gettimeofday() is not
 * monotonic, so measuring intervals based on it will screw up if there's a
 * timezone change (e.g. daylight savings) while the program is running. */
static time_t get_monotonic_seconds()
{
	struct timeval tp;
	gettimeofday(&tp, NULL);
	return tp.tv_sec;
}

#endif

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static void finalise_image(void *qp, void *pp)
{
	struct queue_args *qargs = qp;
	struct index_args *pargs = pp;
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	time_t monotonic_seconds;
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	qargs->n_indexable += pargs->indexable;
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	qargs->n_processed++;

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	monotonic_seconds = get_monotonic_seconds();
	if ( monotonic_seconds >= qargs->t_last_stats+STATS_EVERY_N_SECONDS ) {
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		STATUS("%i out of %i indexed so far,"
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		       " %i out of %i since the last message.\n",
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		       qargs->n_indexable, qargs->n_processed,
		       qargs->n_indexable - qargs->n_indexable_last_stats,
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		       qargs->n_processed - qargs->n_processed_last_stats);
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		qargs->n_processed_last_stats = qargs->n_processed;
		qargs->n_indexable_last_stats = qargs->n_indexable;
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		qargs->t_last_stats = monotonic_seconds;
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	}
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	free(pargs->filename);
	free(pargs);
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}


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static int parse_cell_reduction(const char *scellr, int *err,
                                int *reduction_needs_cell)
{
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	*err = 0;
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	if ( strcmp(scellr, "none") == 0 ) {
		*reduction_needs_cell = 0;
		return CELLR_NONE;
	} else if ( strcmp(scellr, "reduce") == 0) {
		*reduction_needs_cell = 1;
		return CELLR_REDUCE;
	} else if ( strcmp(scellr, "compare") == 0) {
		*reduction_needs_cell = 1;
		return CELLR_COMPARE;
	} else if ( strcmp(scellr, "compare_ab") == 0) {
		*reduction_needs_cell = 1;
		return CELLR_COMPARE_AB;
	} else {
		*err = 1;
		*reduction_needs_cell = 0;
		return CELLR_NONE;
	}
}


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int main(int argc, char *argv[])
{
	int c;
	char *filename = NULL;
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	char *outfile = NULL;
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	FILE *fh;
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	FILE *ofh;
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	char *rval = NULL;
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	int n_images;
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	int config_noindex = 0;
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	int config_cmfilter = 0;
	int config_noisefilter = 0;
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	int config_verbose = 0;
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	int config_polar = 1;
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	int config_satcorr = 1;
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	int config_checkprefix = 1;
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	int config_closer = 1;
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	int config_insane = 0;
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	int config_bgsub = 1;
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	int config_basename = 0;
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	float threshold = 800.0;
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	float min_gradient = 100000.0;
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	struct detector *det;
	char *geometry = NULL;
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	IndexingMethod *indm;
	IndexingPrivate **ipriv;
	int indexer_needs_cell;
	int reduction_needs_cell;
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	char *indm_str = NULL;
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	UnitCell *cell;
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	char *pdb = NULL;
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	char *prefix = NULL;
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	char *speaks = NULL;
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	char *scellr = NULL;
	int cellr;
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	int peaks;
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	int nthreads = 1;
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	pthread_mutex_t output_mutex = PTHREAD_MUTEX_INITIALIZER;
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	char *prepare_line;
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	char prepare_filename[1024];
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	struct queue_args qargs;
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	struct beam_params *beam = NULL;
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	char *element = NULL;
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	double nominal_photon_energy;
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	int stream_flags = STREAM_INTEGRATED;
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	int cpu_num = 0;
	int cpu_groupsize = 1;
	int cpu_offset = 0;
	char *endptr;
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	/* Long options */
	const struct option longopts[] = {
		{"help",               0, NULL,               'h'},
		{"input",              1, NULL,               'i'},
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		{"output",             1, NULL,               'o'},
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		{"no-index",           0, &config_noindex,     1},
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		{"peaks",              1, NULL,                2},
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		{"cell-reduction",     1, NULL,                3},
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		{"indexing",           1, NULL,               'z'},
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		{"geometry",           1, NULL,               'g'},
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		{"beam",               1, NULL,               'b'},
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		{"filter-cm",          0, &config_cmfilter,    1},
		{"filter-noise",       0, &config_noisefilter, 1},
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		{"verbose",            0, &config_verbose,     1},
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		{"pdb",                1, NULL,               'p'},
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		{"prefix",             1, NULL,               'x'},
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		{"unpolarized",        0, &config_polar,       0},
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		{"no-sat-corr",        0, &config_satcorr,     0},
		{"sat-corr",           0, &config_satcorr,     1}, /* Compat */
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		{"threshold",          1, NULL,               't'},
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		{"min-gradient",       1, NULL,                4},
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		{"no-check-prefix",    0, &config_checkprefix, 0},
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		{"no-closer-peak",     0, &config_closer,      0},
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		{"insane",             0, &config_insane,      1},
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		{"image",              1, NULL,               'e'},
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		{"basename",           0, &config_basename,    1},
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		{"record",             1, NULL,                5},
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		{"cpus",               1, NULL,                6},
		{"cpugroup",           1, NULL,                7},
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		{"cpuoffset",          1, NULL,                8},
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		{"bg-sub",             0, &config_bgsub,       1}, /* Compat */
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		{"no-bg-sub",          0, &config_bgsub,       0},
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		{0, 0, NULL, 0}
	};

	/* Short options */
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	while ((c = getopt_long(argc, argv, "hi:wp:j:x:g:t:o:b:e:",
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	                        longopts, NULL)) != -1) {
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		switch (c) {
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		case 'h' :
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			show_help(argv[0]);
			return 0;

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		case 'i' :
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			filename = strdup(optarg);
			break;

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		case 'o' :
			outfile = strdup(optarg);
			break;

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		case 'z' :
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			indm_str = strdup(optarg);
			break;

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		case 'p' :
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			pdb = strdup(optarg);
			break;

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		case 'x' :
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			prefix = strdup(optarg);
			break;

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		case 'j' :
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			nthreads = atoi(optarg);
			break;

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		case 'g' :
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			geometry = strdup(optarg);
			break;

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		case 't' :
			threshold = strtof(optarg, NULL);
			break;

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		case 'b' :
			beam = get_beam_parameters(optarg);
			if ( beam == NULL ) {
				ERROR("Failed to load beam parameters"
				      " from '%s'\n", optarg);
				return 1;
			}
			break;

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		case 2 :
			speaks = strdup(optarg);
			break;

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		case 3 :
			scellr = strdup(optarg);
			break;

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		case 4 :
			min_gradient = strtof(optarg, NULL);
			break;

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		case 'e' :
			element = strdup(optarg);
			break;

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		case 5 :
			stream_flags = parse_stream_flags(optarg);
			if ( stream_flags < 0 ) return 1;
			break;

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		case 6 :
			cpu_num = strtol(optarg, &endptr, 10);
			if ( !( (optarg[0] != '\0') && (endptr[0] == '\0') ) ) {
				ERROR("Invalid number of CPUs ('%s')\n",
				      optarg);
				return 1;
			}
			break;

		case 7 :
			cpu_groupsize = strtol(optarg, &endptr, 10);
			if ( !( (optarg[0] != '\0') && (endptr[0] == '\0') ) ) {
				ERROR("Invalid CPU group size ('%s')\n",
				      optarg);
				return 1;
			}
			if ( cpu_groupsize < 1 ) {
				ERROR("CPU group size cannot be"
				      " less than 1.\n");
				return 1;
			}
			break;

		case 8 :
			cpu_offset = strtol(optarg, &endptr, 10);
			if ( !( (optarg[0] != '\0') && (endptr[0] == '\0') ) ) {
				ERROR("Invalid CPU offset ('%s')\n",
				      optarg);
				return 1;
			}
			if ( cpu_offset < 0 ) {
				ERROR("CPU offset must be positive.\n");
				return 1;
			}
			break;

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		case 0 :
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			break;

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		default :
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			return 1;
		}

	}

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	if ( (cpu_num > 0) && (cpu_num % cpu_groupsize != 0) ) {
		ERROR("Number of CPUs must be divisible by"
		      " the CPU group size.\n");
		return 1;
	}


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	if ( filename == NULL ) {
		filename = strdup("-");
	}
	if ( strcmp(filename, "-") == 0 ) {
		fh = stdin;
	} else {
		fh = fopen(filename, "r");
	}
	if ( fh == NULL ) {
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		ERROR("Failed to open input file '%s'\n", filename);
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		return 1;
	}
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	free(filename);
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	if ( outfile == NULL ) {
		outfile = strdup("-");
	}
	if ( strcmp(outfile, "-") == 0 ) {
		ofh = stdout;
	} else {
		ofh = fopen(outfile, "w");
	}
	if ( ofh == NULL ) {
		ERROR("Failed to open output file '%s'\n", outfile);
		return 1;
	}
	free(outfile);

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	if ( speaks == NULL ) {
		speaks = strdup("zaef");
		STATUS("You didn't specify a peak detection method.\n");
		STATUS("I'm using 'zaef' for you.\n");
	}
	if ( strcmp(speaks, "zaef") == 0 ) {
		peaks = PEAK_ZAEF;
	} else if ( strcmp(speaks, "hdf5") == 0 ) {
		peaks = PEAK_HDF5;
	} else {
		ERROR("Unrecognised peak detection method '%s'\n", speaks);
		return 1;
	}
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	free(speaks);
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	if ( pdb == NULL ) {
		pdb = strdup("molecule.pdb");
	}

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	if ( prefix == NULL ) {
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		prefix = strdup("");
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	} else {
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		if ( config_checkprefix ) {
			prefix = check_prefix(prefix);
		}
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	}

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	if ( nthreads == 0 ) {
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		ERROR("Invalid number of threads.\n");
		return 1;
	}

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	if ( (indm_str == NULL) ||
	     ((indm_str != NULL) && (strcmp(indm_str, "none") == 0)) ) {
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		STATUS("Not indexing anything.\n");
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		indexer_needs_cell = 0;
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		reduction_needs_cell = 0;
		indm = NULL;
		cellr = CELLR_NONE;
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	} else {
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		if ( indm_str == NULL ) {
			STATUS("You didn't specify an indexing method, so I "
			       " won't try to index anything.\n"
			       "If that isn't what you wanted, re-run with"
			       " --indexing=<method>.\n");
			indm = NULL;
			indexer_needs_cell = 0;
		} else {
			indm = build_indexer_list(indm_str, &indexer_needs_cell);
			if ( indm == NULL ) {
				ERROR("Invalid indexer list '%s'\n", indm_str);
				return 1;
			}
			free(indm_str);
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		}
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		reduction_needs_cell = 0;
		if ( scellr == NULL ) {
			STATUS("You didn't specify a cell reduction method, so"
			       " I'm going to use 'reduce'.\n");
			cellr = CELLR_REDUCE;
			reduction_needs_cell = 1;
		} else {
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			int err;
			cellr = parse_cell_reduction(scellr, &err,
			                             &reduction_needs_cell);
			if ( err ) {
				ERROR("Unrecognised cell reduction '%s'\n",
			              scellr);
				return 1;
			}
			free(scellr);
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		}
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	}

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	/* No indexing -> no reduction */
	if ( indm == NULL ) reduction_needs_cell = 0;

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	if ( geometry == NULL ) {
		ERROR("You need to specify a geometry file with --geometry\n");
		return 1;
	}

	det = get_detector_geometry(geometry);
	if ( det == NULL ) {
		ERROR("Failed to read detector geometry from '%s'\n", geometry);
		return 1;
	}
	free(geometry);

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	if ( reduction_needs_cell || indexer_needs_cell ) {
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		cell = load_cell_from_pdb(pdb);
		if ( cell == NULL ) {
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			ERROR("Couldn't read unit cell (from %s)\n", pdb);
			return 1;
		}
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	} else {
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		STATUS("No cell needed for these choices of indexing"
		       " and reduction.\n");
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		cell = NULL;
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	}
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	free(pdb);
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	write_stream_header(ofh, argc, argv);
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	if ( beam != NULL ) {
		nominal_photon_energy = beam->photon_energy;
	} else {
		STATUS("No beam parameters file was given, so I'm taking the"
		       " nominal photon energy to be 2 keV.\n");
		nominal_photon_energy = 2000.0;
	}

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	/* Get first filename and use it to set up the indexing */
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	prepare_line = malloc(1024*sizeof(char));
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	rval = fgets(prepare_line, 1023, fh);
	if ( rval == NULL ) {
		ERROR("Failed to get filename to prepare indexing.\n");
		return 1;
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	}
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	chomp(prepare_line);
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	if ( config_basename ) {
		char *tmp;
		tmp = safe_basename(prepare_line);
		free(prepare_line);
		prepare_line = tmp;
	}
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	snprintf(prepare_filename, 1023, "%s%s", prefix, prepare_line);
	qargs.use_this_one_instead = prepare_line;

	/* Prepare the indexer */
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	if ( indm != NULL ) {
		ipriv = prepare_indexing(indm, cell, prepare_filename, det,
		                         nominal_photon_energy);
		if ( ipriv == NULL ) {
			ERROR("Failed to prepare indexing.\n");
			return 1;
		}
	} else {
		ipriv = NULL;
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	}

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	gsl_set_error_handler_off();
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	qargs.static_args.cell = cell;
	qargs.static_args.config_cmfilter = config_cmfilter;
	qargs.static_args.config_noisefilter = config_noisefilter;
	qargs.static_args.config_verbose = config_verbose;
	qargs.static_args.config_polar = config_polar;
	qargs.static_args.config_satcorr = config_satcorr;
	qargs.static_args.config_closer = config_closer;
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	qargs.static_args.config_insane = config_insane;
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	qargs.static_args.config_bgsub = config_bgsub;
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	qargs.static_args.cellr = cellr;
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	qargs.static_args.threshold = threshold;
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	qargs.static_args.min_gradient = min_gradient;
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	qargs.static_args.det = det;
	qargs.static_args.indm = indm;
	qargs.static_args.ipriv = ipriv;
	qargs.static_args.peaks = peaks;
	qargs.static_args.output_mutex = &output_mutex;
	qargs.static_args.ofh = ofh;
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	qargs.static_args.beam = beam;
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	qargs.static_args.element = element;
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	qargs.static_args.stream_flags = stream_flags;
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	qargs.fh = fh;
	qargs.prefix = prefix;
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	qargs.config_basename = config_basename;
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	qargs.n_indexable = 0;
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	qargs.n_processed = 0;
	qargs.n_indexable_last_stats = 0;
	qargs.n_processed_last_stats = 0;
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	qargs.t_last_stats = get_monotonic_seconds();
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	n_images = run_threads(nthreads, process_image, get_image,
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	                       finalise_image, &qargs, 0,
	                       cpu_num, cpu_groupsize, cpu_offset);
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	cleanup_indexing(ipriv);

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	free(indm);
	free(ipriv);
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	free(prefix);
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	free_detector_geometry(det);
	free(beam);
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	free(element);
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	cell_free(cell);
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	if ( fh != stdin ) fclose(fh);
	if ( ofh != stdout ) fclose(ofh);
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	STATUS("There were %i images, of which %i could be indexed.\n",
	        n_images, qargs.n_indexable);
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	return 0;
}