#!/usr/bin/env python # XDSIntegrater.py # Copyright (C) 2006 CCLRC, Graeme Winter # # This code is distributed under the BSD license, a copy of which is # included in the root directory of this package. # # 14th December 2006 # # An implementation of the Integrater interface using XDS. This depends on the # XDS wrappers to actually implement the functionality. # # This will "wrap" the XDS programs DEFPIX and INTEGRATE - CORRECT is # considered to be a part of the scaling - see XDSScaler.py. # # 02/JAN/07 FIXME need to ensure that the indexing is repeated if necessary. import os import sys import math import copy import shutil if not os.environ.has_key('XIA2_ROOT'): raise RuntimeError, 'XIA2_ROOT not defined' if not os.environ['XIA2_ROOT'] in sys.path: sys.path.append(os.environ['XIA2_ROOT']) # wrappers for programs that this needs from Wrappers.XDS.XDSDefpix import XDSDefpix as _Defpix from Wrappers.XDS.XDSIntegrate import XDSIntegrate as _Integrate from Wrappers.XDS.XDSCorrect import XDSCorrect as _Correct # helper functions from Wrappers.XDS.XDS import beam_centre_mosflm_to_xds from Wrappers.XDS.XDS import beam_centre_xds_to_mosflm from Experts.SymmetryExpert import r_to_rt, rt_to_r from Experts.SymmetryExpert import symop_to_mat, mat_to_symop # interfaces that this must implement to be an integrater from Schema.Interfaces.Integrater import Integrater from Schema.Interfaces.FrameProcessor import FrameProcessor from Schema.Exceptions.BadLatticeError import BadLatticeError # indexing functionality if not already provided - even if it is # we still need to reindex with XDS. from Modules.Indexer.XDSIndexer import XDSIndexer # odds and sods that are needed from lib.bits import auto_logfiler from Handlers.Streams import Chatter, Debug, Journal from Handlers.Flags import Flags from Handlers.Files import FileHandler from Experts.SymmetryExpert import lattice_to_spacegroup_number class XDSIntegrater(FrameProcessor, Integrater): '''A class to implement the Integrater interface using *only* XDS programs.''' def __init__(self): # set up the inherited objects FrameProcessor.__init__(self) Integrater.__init__(self) # check that the programs exist - this will raise an exception if # they do not... integrate = _Integrate() # admin junk self._working_directory = os.getcwd() # place to store working data self._data_files = { } # internal parameters to pass around self._integrate_parameters = { } return # overload these methods as we don't want the resolution range # feeding back... aha - but we may want to assign them # from outside! def set_integrater_resolution(self, dmin, dmax, user = False): if user: Integrater.set_integrater_resolution(self, dmin, dmax, user) return def set_integrater_high_resolution(self, dmin, user = False): if user: Integrater.set_integrater_high_resolution(self, dmin, user) return def set_integrater_low_resolution(self, dmax, user = False): self._intgr_reso_low = dmax return # admin functions def set_working_directory(self, working_directory): self._working_directory = working_directory return def get_working_directory(self): return self._working_directory def _set_integrater_reindex_operator_callback(self): '''If a REMOVE.HKL file exists in the working directory, remove it...''' if os.path.exists(os.path.join( self.get_working_directory(), 'REMOVE.HKL')): os.remove(os.path.join( self.get_working_directory(), 'REMOVE.HKL')) Debug.write('Deleting REMOVE.HKL as reindex op set.') return # factory functions def Defpix(self): defpix = _Defpix() defpix.set_working_directory(self.get_working_directory()) defpix.setup_from_image(self.get_image_name( self._intgr_wedge[0])) if self.get_distance(): defpix.set_distance(self.get_distance()) if self.get_wavelength(): defpix.set_wavelength(self.get_wavelength()) auto_logfiler(defpix, 'DEFPIX') return defpix def Integrate(self): integrate = _Integrate() integrate.set_working_directory(self.get_working_directory()) integrate.setup_from_image(self.get_image_name( self._intgr_wedge[0])) if self.get_distance(): integrate.set_distance(self.get_distance()) if self.get_wavelength(): integrate.set_wavelength(self.get_wavelength()) auto_logfiler(integrate, 'INTEGRATE') return integrate def Correct(self): correct = _Correct() correct.set_working_directory(self.get_working_directory()) correct.setup_from_image(self.get_image_name( self._intgr_wedge[0])) if self.get_distance(): correct.set_distance(self.get_distance()) if self.get_wavelength(): correct.set_wavelength(self.get_wavelength()) if self.get_integrater_ice(): correct.set_ice(self.get_integrater_ice()) if self.get_integrater_excluded_regions(): correct.set_excluded_regions(self.get_integrater_excluded_regions()) if self.get_integrater_anomalous(): correct.set_anomalous(True) if self.get_integrater_low_resolution() > 0.0: Debug.write('Using low resolution limit: %.2f' % \ self.get_integrater_low_resolution()) correct.set_resolution_high(0.0) correct.set_resolution_low( self.get_integrater_low_resolution()) auto_logfiler(correct, 'CORRECT') return correct # now some real functions, which do useful things def _integrater_reset_callback(self): '''Delete all results on a reset.''' Debug.write('Deleting all stored results.') self._data_files = { } self._integrate_parameters = { } return def _integrate_prepare(self): '''Prepare for integration - in XDS terms this may mean rerunning IDXREF to get the XPARM etc. DEFPIX is considered part of the full integration as it is resolution dependent.''' # decide what images we are going to process, if not already # specified if not self._intgr_wedge: images = self.get_matching_images() self.set_integrater_wedge(min(images), max(images)) Debug.write('XDS INTEGRATE PREPARE:') Debug.write('Wavelength: %.6f' % self.get_wavelength()) Debug.write('Distance: %.2f' % self.get_distance()) if not self._intgr_indexer: self.set_integrater_indexer(XDSIndexer()) self.get_integrater_indexer().set_indexer_sweep( self.get_integrater_sweep()) self._intgr_indexer.set_working_directory( self.get_working_directory()) self._intgr_indexer.setup_from_image(self.get_image_name( self._intgr_wedge[0])) if self.get_frame_wedge(): wedge = self.get_frame_wedge() Debug.write('Propogating wedge limit: %d %d' % wedge) self._intgr_indexer.set_frame_wedge(wedge[0], wedge[1]) # this needs to be set up from the contents of the # Integrater frame processer - wavelength &c. if self.get_beam(): self._intgr_indexer.set_beam(self.get_beam()) if self.get_distance(): self._intgr_indexer.set_distance(self.get_distance()) if self.get_wavelength(): self._intgr_indexer.set_wavelength( self.get_wavelength()) # get the unit cell from this indexer to initiate processing # if it is new... and also copy out all of the information for # the XDS indexer if not... cell = self._intgr_indexer.get_indexer_cell() lattice = self._intgr_indexer.get_indexer_lattice() beam = self._intgr_indexer.get_indexer_beam() distance = self._intgr_indexer.get_indexer_distance() # check if the lattice was user assigned... user_assigned = self._intgr_indexer.get_indexer_user_input_lattice() # check that the indexer is an XDS indexer - if not then # create one... if not self._intgr_indexer.get_indexer_payload('xds_files'): Debug.write('Generating an XDS indexer') # note to self for the future - this set will reset the # integrater prepare done flag - this means that we will # go through this routine all over again. However this # is not a problem as all that will happen is that the # results will be re-got, no additional processing will # be performed... self.set_integrater_indexer(XDSIndexer()) self.get_integrater_indexer().set_indexer_sweep( self.get_integrater_sweep()) # set the indexer up as per the frameprocessor interface... # this would usually happen within the IndexerFactory. self.get_integrater_indexer().set_indexer_sweep_name( self.get_integrater_sweep_name()) self.get_integrater_indexer().setup_from_image( self.get_image_name( self._intgr_wedge[0])) self.get_integrater_indexer().set_working_directory( self.get_working_directory()) if self.get_frame_wedge(): wedge = self.get_frame_wedge() Debug.write('Propogating wedge limit: %d %d' % wedge) self._intgr_indexer.set_frame_wedge(wedge[0], wedge[1]) if self.get_reversephi(): Debug.write('Propogating reverse-phi...') self._intgr_indexer.set_reversephi() # now copy information from the old indexer to the new # one - lattice, cell, distance etc. # bug # 2434 - providing the correct target cell # may be screwing things up - perhaps it would # be best to allow XDS just to index with a free # cell but target lattice?? if Flags.get_relax(): Debug.write( 'Inputting target cell: %.2f %.2f %.2f %.2f %.2f %.2f' % \ cell) self._intgr_indexer.set_indexer_input_cell(cell) input_cell = cell # propogate the wavelength information... if self.get_wavelength(): self._intgr_indexer.set_wavelength( self.get_wavelength()) self._intgr_indexer.set_indexer_input_lattice(lattice) if user_assigned: Debug.write('Assigning the user given lattice: %s' % \ lattice) self._intgr_indexer.set_indexer_user_input_lattice(True) self._intgr_indexer.set_distance(distance) self._intgr_indexer.set_beam(beam) # re-get the unit cell &c. and check that the indexing # worked correctly Debug.write('Rerunning indexing with XDS') cell = self._intgr_indexer.get_indexer_cell() lattice = self._intgr_indexer.get_indexer_lattice() # then in here check that the target unit cell corresponds # to the unit cell I wanted as input...? now for this I # should probably compute the unit cell volume rather # than comparing the cell axes as they may have been # switched around... # FIXME comparison needed # set a low resolution limit (which isn't really used...) # this should perhaps be done more intelligently from an # analysis of the spot list or something...? if not self.get_integrater_low_resolution(): dmin = self._intgr_indexer.get_indexer_low_resolution() self.set_integrater_low_resolution(dmin) Debug.write('Low resolution set to: %s' % \ self.get_integrater_low_resolution()) # copy the data across self._data_files = copy.deepcopy( self._intgr_indexer.get_indexer_payload('xds_files')) Debug.write('Files available at the end of XDS integrate prepare:') for f in self._data_files.keys(): Debug.write('%s' % f) # copy the distance too... self.set_distance(self._intgr_indexer.get_indexer_distance()) # delete things we should not know e.g. the postrefined cell from # CORRECT - c/f bug # 2695 self._intgr_cell = None self._intgr_spacegroup_number = None return def _integrate(self): '''Actually do the integration - in XDS terms this will mean running DEFPIX and INTEGRATE to measure all the reflections.''' images_str = '%d to %d' % self._intgr_wedge cell_str = '%.2f %.2f %.2f %.2f %.2f %.2f' % \ self._intgr_indexer.get_indexer_cell() if len(self._fp_directory) <= 50: dirname = self._fp_directory else: dirname = '...%s' % self._fp_directory[-46:] Journal.block( 'integrating', self._intgr_sweep_name, 'XDS', {'images':images_str, 'cell':cell_str, 'lattice':self.get_integrater_indexer().get_indexer_lattice(), 'template':self._fp_template, 'directory':dirname, 'resolution':'%.2f' % self._intgr_reso_high}) first_image_in_wedge = self.get_image_name(self._intgr_wedge[0]) defpix = self.Defpix() # pass in the correct data for file in ['X-CORRECTIONS.cbf', 'Y-CORRECTIONS.cbf', 'BKGINIT.cbf', 'XPARM.XDS']: defpix.set_input_data_file(file, self._data_files[file]) defpix.set_data_range(self._intgr_wedge[0], self._intgr_wedge[1]) if self.get_integrater_high_resolution() > 0.0 and \ self.get_integrater_user_resolution(): Debug.write('Setting resolution limit in DEFPIX to %.2f' % \ self.get_integrater_high_resolution()) defpix.set_resolution_high(self.get_integrater_high_resolution()) defpix.set_resolution_low(self.get_integrater_low_resolution()) elif self.get_integrater_low_resolution(): Debug.write('Setting low resolution limit in DEFPIX to %.2f' % \ self.get_integrater_low_resolution()) defpix.set_resolution_high(0.0) defpix.set_resolution_low(self.get_integrater_low_resolution()) defpix.run() # and gather the result files for file in ['BKGPIX.cbf', 'ABS.cbf']: self._data_files[file] = defpix.get_output_data_file(file) integrate = self.Integrate() if self._integrate_parameters: integrate.set_updates(self._integrate_parameters) # decide what images we are going to process, if not already # specified if not self._intgr_wedge: images = self.get_matching_images() self.set_integrater_wedge(min(images), max(images)) first_image_in_wedge = self.get_image_name(self._intgr_wedge[0]) integrate.set_data_range(self._intgr_wedge[0], self._intgr_wedge[1]) for file in ['X-CORRECTIONS.cbf', 'Y-CORRECTIONS.cbf', 'BLANK.cbf', 'BKGPIX.cbf', 'GAIN.cbf']: integrate.set_input_data_file(file, self._data_files[file]) if self._data_files.has_key('GXPARM.XDS'): Debug.write('Using globally refined parameters') integrate.set_input_data_file( 'XPARM.XDS', self._data_files['GXPARM.XDS']) integrate.set_refined_xparm() else: integrate.set_input_data_file( 'XPARM.XDS', self._data_files['XPARM.XDS']) integrate.run() # record the log file - pname, xname, dname = self.get_integrater_project_info() sweep = self.get_integrater_sweep_name() FileHandler.record_log_file('%s %s %s %s INTEGRATE' % \ (pname, xname, dname, sweep), os.path.join(self.get_working_directory(), 'INTEGRATE.LP')) # and copy the first pass INTEGRATE.HKL... lattice = self._intgr_indexer.get_indexer_lattice() if not os.path.exists(os.path.join( self.get_working_directory(), 'INTEGRATE-%s.HKL' % lattice)): here = self.get_working_directory() shutil.copyfile(os.path.join(here, 'INTEGRATE.HKL'), os.path.join(here, 'INTEGRATE-%s.HKL' % lattice)) # record INTEGRATE.HKL for e.g. BLEND. FileHandler.record_more_data_file( '%s %s %s %s INTEGRATE' % (pname, xname, dname, sweep), os.path.join(self.get_working_directory(), 'INTEGRATE.HKL')) # should the existence of these require that I rerun the # integration or can we assume that the application of a # sensible resolution limit will achieve this?? self._integrate_parameters = integrate.get_updates() # record the mosaic spread &c. m_min, m_mean, m_max = integrate.get_mosaic() self.set_integrater_mosaic_min_mean_max(m_min, m_mean, m_max) Chatter.write('Mosaic spread: %.3f < %.3f < %.3f' % \ self.get_integrater_mosaic_min_mean_max()) return os.path.join(self.get_working_directory(), 'INTEGRATE.HKL') def _integrate_finish(self): '''Finish off the integration by running correct.''' # first run the postrefinement etc with spacegroup P1 # and the current unit cell - this will be used to # obtain a benchmark rmsd in pixels / phi and also # cell deviations (this is working towards spotting bad # indexing solutions) - only do this if we have no # reindex matrix... and no postrefined cell... p1_deviations = None # fix for bug # 3264 - # if we have not run integration with refined parameters, make it so... # erm? shouldn't this therefore return if this is the principle, or # set the flag after we have tested the lattice? if not self._data_files.has_key('GXPARM.XDS'): Debug.write( 'Resetting integrater, to ensure refined orientation is used') self.set_integrater_done(False) if not self.get_integrater_reindex_matrix() and not self._intgr_cell \ and not Flags.get_no_lattice_test() and \ not self.get_integrater_sweep().get_user_lattice(): correct = self.Correct() correct.set_data_range(self._intgr_wedge[0], self._intgr_wedge[1]) if self.get_polarization() > 0.0: correct.set_polarization(self.get_polarization()) # FIXME should this be using the correctly transformed # cell or are the results ok without it?! correct.set_spacegroup_number(1) correct.set_cell( self._intgr_indexer.get_indexer_cell()) correct.run() # record the log file - pname, xname, dname = self.get_integrater_project_info() sweep = self.get_integrater_sweep_name() FileHandler.record_log_file('%s %s %s %s CORRECT' % \ (pname, xname, dname, sweep), os.path.join( self.get_working_directory(), 'CORRECT.LP')) FileHandler.record_more_data_file( '%s %s %s %s CORRECT' % (pname, xname, dname, sweep), os.path.join(self.get_working_directory(), 'XDS_ASCII.HKL')) cell = correct.get_result('cell') cell_esd = correct.get_result('cell_esd') Debug.write('Postrefinement in P1 results:') Debug.write('%7.3f %7.3f %7.3f %7.3f %7.3f %7.3f' % \ tuple(cell)) Debug.write('%7.3f %7.3f %7.3f %7.3f %7.3f %7.3f' % \ tuple(cell_esd)) Debug.write('Deviations: %.2f pixels %.2f degrees' % \ (correct.get_result('rmsd_pixel'), correct.get_result('rmsd_phi'))) p1_deviations = (correct.get_result('rmsd_pixel'), correct.get_result('rmsd_phi')) # next run the postrefinement etc with the given # cell / lattice - this will be the assumed result... correct = self.Correct() correct.set_data_range(self._intgr_wedge[0], self._intgr_wedge[1]) if self.get_polarization() > 0.0: correct.set_polarization(self.get_polarization()) # BUG # 2695 probably comes from here - need to check... # if the pointless interface comes back with a different # crystal setting then the unit cell stored in self._intgr_cell # needs to be set to None... if self.get_integrater_spacegroup_number(): correct.set_spacegroup_number( self.get_integrater_spacegroup_number()) if not self._intgr_cell: raise RuntimeError, 'no unit cell to recycle' correct.set_cell(self._intgr_cell) # BUG # 3113 - new version of XDS will try and figure the # best spacegroup out from the intensities (and get it wrong!) # unless we set the spacegroup and cell explicitly if not self.get_integrater_spacegroup_number(): cell = self._intgr_indexer.get_indexer_cell() lattice = self._intgr_indexer.get_indexer_lattice() spacegroup_number = lattice_to_spacegroup_number(lattice) # this should not prevent the postrefinement from # working correctly, else what is above would not # work correctly (the postrefinement test) correct.set_spacegroup_number(spacegroup_number) correct.set_cell(cell) Debug.write('Setting spacegroup to: %d' % spacegroup_number) Debug.write('Setting cell to: %.2f %.2f %.2f %.2f %.2f %.2f' % \ cell) if self.get_integrater_reindex_matrix(): # bug! if the lattice is not primitive the values in this # reindex matrix need to be multiplied by a constant which # depends on the Bravais lattice centering. lattice = self._intgr_indexer.get_indexer_lattice() matrix = r_to_rt(self.get_integrater_reindex_matrix()) if lattice[1] == 'P': mult = 1 elif lattice[1] == 'C' or lattice[1] == 'I': mult = 2 elif lattice[1] == 'R': mult = 3 elif lattice[1] == 'F': mult = 4 else: raise RuntimeError, 'unknown multiplier for lattice %s' % \ lattice Debug.write('REIDX multiplier for lattice %s: %d' % \ (lattice, mult)) mult_matrix = [mult * m for m in matrix] Debug.write('REIDX set to %d %d %d %d %d %d %d %d %d %d %d %d' % \ tuple(mult_matrix)) correct.set_reindex_matrix(mult_matrix) correct.run() # erm. just to be sure if self.get_integrater_reindex_matrix() and \ correct.get_reindex_used(): raise RuntimeError, 'Reindex panic!' # get the reindex operation used, which may be useful if none was # set but XDS decided to apply one, e.g. #419. if not self.get_integrater_reindex_matrix() and \ correct.get_reindex_used(): # convert this reindex operation to h, k, l form: n.b. this # will involve dividing through by the lattice centring multiplier matrix = rt_to_r(correct.get_reindex_used()) lattice = self._intgr_indexer.get_indexer_lattice() if lattice[1] == 'P': mult = 1.0 elif lattice[1] == 'C' or lattice[1] == 'I': mult = 2.0 elif lattice[1] == 'R': mult = 3.0 elif lattice[1] == 'F': mult = 4.0 matrix = [m / mult for m in matrix] reindex_op = mat_to_symop(matrix) # assign this to self: will this reset?! make for a leaky # abstraction and just assign this... # self.set_integrater_reindex_operator(reindex) self._intgr_reindex_operator = reindex_op # record the log file - pname, xname, dname = self.get_integrater_project_info() sweep = self.get_integrater_sweep_name() FileHandler.record_log_file('%s %s %s %s CORRECT' % \ (pname, xname, dname, sweep), os.path.join(self.get_working_directory(), 'CORRECT.LP')) # should get some interesting stuff from the XDS correct file # here, for instance the resolution range to use in integration # (which should be fed back if not fast) and so on... intgr_hklout = os.path.join(self.get_working_directory(), 'XDS_ASCII.HKL') # also record the batch range - needed for the analysis of the # radiation damage in chef... self._intgr_batches_out = (self._intgr_wedge[0], self._intgr_wedge[1]) # FIXME perhaps I should also feedback the GXPARM file here?? for file in ['GXPARM.XDS']: self._data_files[file] = correct.get_output_data_file(file) # record the postrefined cell parameters self._intgr_cell = correct.get_result('cell') self._intgr_n_ref = correct.get_result('n_ref') Debug.write('Postrefinement in "correct" spacegroup results:') Debug.write('%7.3f %7.3f %7.3f %7.3f %7.3f %7.3f' % \ tuple(correct.get_result('cell'))) Debug.write('%7.3f %7.3f %7.3f %7.3f %7.3f %7.3f' % \ tuple(correct.get_result('cell_esd'))) Debug.write('Deviations: %.2f pixels %.2f degrees' % \ (correct.get_result('rmsd_pixel'), correct.get_result('rmsd_phi'))) Debug.write('Error correction parameters: A=%.3f B=%.3f' % \ correct.get_result('sdcorrection')) # compute misorientation of axes tokens = map(float, self._data_files['GXPARM.XDS'].split()) rotn = tokens[3:6] beam = tokens[7:10] dot = sum([rotn[j] * beam[j] for j in range(3)]) r = math.sqrt(sum([rotn[j] * rotn[j] for j in range(3)])) b = math.sqrt(sum([beam[j] * beam[j] for j in range(3)])) rtod = 180.0 / math.pi angle = rtod * math.fabs(0.5 * math.pi - math.acos(dot / (r * b))) Debug.write('Axis misalignment %.2f degrees' % angle) correct_deviations = (correct.get_result('rmsd_pixel'), correct.get_result('rmsd_phi')) if p1_deviations: # compare and reject if both > 50% higher - though adding a little # flexibility - 0.5 pixel / osc width slack. phi_width = self.get_header_item('phi_width') pixel = p1_deviations[0] phi = math.sqrt(0.05 * 0.05 + \ p1_deviations[1] * p1_deviations[1]) threshold = Flags.get_rejection_threshold() Debug.write('RMSD ratio: %.2f' % (correct_deviations[0] / pixel)) Debug.write('RMSPhi ratio: %.2f' % (correct_deviations[1] / phi)) if correct_deviations[0] / pixel > threshold and \ correct_deviations[1] / phi > threshold: Chatter.write( 'Eliminating this indexing solution as postrefinement') Chatter.write( 'deviations rather high relative to triclinic') raise BadLatticeError, \ 'high relative deviations in postrefinement' if not Flags.get_quick() and Flags.get_remove(): # check for alien reflections and perhaps recycle - removing them if len(correct.get_remove()) > 0: correct_remove = correct.get_remove() current_remove = [] final_remove = [] # first ensure that there are no duplicate entries... if os.path.exists(os.path.join( self.get_working_directory(), 'REMOVE.HKL')): for line in open(os.path.join( self.get_working_directory(), 'REMOVE.HKL'), 'r').readlines(): h, k, l = map(int, line.split()[:3]) z = float(line.split()[3]) if not (h, k, l, z) in current_remove: current_remove.append((h, k, l, z)) for c in correct_remove: if c in current_remove: continue final_remove.append(c) Debug.write( '%d alien reflections are already removed' % \ (len(correct_remove) - len(final_remove))) else: # we want to remove all of the new dodgy reflections final_remove = correct_remove remove_hkl = open(os.path.join( self.get_working_directory(), 'REMOVE.HKL'), 'w') z_min = Flags.get_z_min() rejected = 0 # write in the old reflections for remove in current_remove: z = remove[3] if z >= z_min: remove_hkl.write('%d %d %d %f\n' % remove) else: rejected += 1 Debug.write('Wrote %d old reflections to REMOVE.HKL' % \ (len(current_remove) - rejected)) Debug.write('Rejected %d as z < %f' % \ (rejected, z_min)) # and the new reflections rejected = 0 used = 0 for remove in final_remove: z = remove[3] if z >= z_min: used += 1 remove_hkl.write('%d %d %d %f\n' % remove) else: rejected += 1 Debug.write('Wrote %d new reflections to REMOVE.HKL' % \ (len(final_remove) - rejected)) Debug.write('Rejected %d as z < %f' % \ (rejected, z_min)) remove_hkl.close() # we want to rerun the finishing step so... # unless we have added no new reflections... or unless we # have not confirmed the point group (see SCI-398) if used and self.get_integrater_reindex_matrix(): self.set_integrater_finish_done(False) else: Debug.write( 'Going quickly so not removing %d outlier reflections...' % \ len(correct.get_remove())) return intgr_hklout if __name__ == '__main__': # run a demo test if not os.environ.has_key('XIA2_ROOT'): raise RuntimeError, 'XIA2_ROOT not defined' xi = XDSIntegrater() directory = os.path.join('/data', 'graeme', 'insulin', 'demo') xi.setup_from_image(os.path.join(directory, 'insulin_1_001.img')) xi.integrate()