def TEST_DELETE_ANNOTATION(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) aid = aid_list[0] assert aid is not None, "aid is None" cid = ibs.get_annot_cids(aid, ensure=False) fid = ibs.get_annot_fids(aid, ensure=False) assert cid is None, "cid should be None" assert fid is None, "fid should be None" cid = ibs.get_annot_cids(aid, ensure=True) fid = ibs.get_annot_fids(aid, ensure=True) assert cid is not None, "cid should be computed" assert fid is not None, "fid should be computed" thumbpath = ibs.get_annot_chip_thumbpath(aid) ibs.delete_annots(aid) aid_list = ibs.get_valid_aids() cid_list = ibs.get_valid_cids() fid_list = ibs.get_valid_fids() assert aid not in aid_list, "RID still exists" assert cid not in cid_list, "CID still exists" assert fid not in fid_list, "FID still exists" assert not utool.checkpath(thumbpath), "Thumbnail still exists" return locals()
def TEST_DELETE_ANNOTATION(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) aid = aid_list[0] assert aid is not None, "aid is None" cid = ibs.get_annot_chip_rowids(aid, ensure=False) fid = ibs.get_annot_feat_rowids(aid, ensure=False) assert cid is None, "cid should be None" assert fid is None, "fid should be None" cid = ibs.get_annot_chip_rowids(aid, ensure=True) fid = ibs.get_annot_feat_rowids(aid, ensure=True) assert cid is not None, "cid should be computed" assert fid is not None, "fid should be computed" thumbpath = ibs.get_annot_chip_thumbpath(aid) ibs.delete_annots(aid) aid_list = ibs.get_valid_aids() cid_list = ibs.get_valid_cids() fid_list = ibs.get_valid_fids() assert aid not in aid_list, "RID still exists" assert cid not in cid_list, "CID still exists" assert fid not in fid_list, "FID still exists" assert not utool.checkpath(thumbpath), "Thumbnail still exists" return locals()
def TEST_GUI_IMPORT_IMAGES(ibs, back): print('[TEST] GET_TEST_IMAGE_PATHS') # The test api returns a list of interesting chip indexes mode = 'FILE' if mode == 'FILE': gpath_list = map(utool.unixpath, grabdata.get_test_gpaths()) # else: # dir_ = utool.truepath(join(sysres.get_workdir(), 'PZ_MOTHERS/images')) # gpath_list = utool.list_images(dir_, fullpath=True, recursive=True)[::4] print('[TEST] IMPORT IMAGES FROM FILE\n * gpath_list=%r' % gpath_list) gid_list = back.import_images(gpath_list=gpath_list) thumbtup_list = ibs.get_image_thumbtup(gid_list) imgpath_list = [tup[1] for tup in thumbtup_list] gpath_list2 = ibs.get_image_paths(gid_list) for path in gpath_list2: assert path in imgpath_list, "Imported Image not in db, path=%r" % path elif mode == 'DIR': dir_ = grabdata.get_testdata_dir() print('[TEST] IMPORT IMAGES FROM DIR\n * dir_=%r' % dir_) gid_list = back.import_images(dir_=dir_) else: raise AssertionError('unknown mode=%r' % mode) print('[TEST] * len(gid_list)=%r' % len(gid_list)) return locals()
def MAKE_BIG_DB(): workdir = sysres.get_workdir() dbname = 'testdb_big' dbdir = join(workdir, dbname) utool.delete(dbdir) main_locals = ibeis.main(dbdir=dbdir, gui=False) ibs = main_locals['ibs'] # IBEIS Control gpath_list = grabdata.get_test_gpaths(ndata=1) imgdir = get_big_imgdir(workdir) gname_list = utool.list_images(imgdir, recursive=True) gpath_list = [join(imgdir, gname) for gname in gname_list] gpath_list = gpath_list assert all(map(exists, gpath_list)), 'some images dont exist' #nImages = len(gpath_list) #with utool.Timer('Add %d Images' % nImages): gid_list = ibs.add_images(gpath_list) #with utool.Timer('Convert %d Images to annotations' % nImages): aid_list = ibsfuncs.use_images_as_annotations(ibs, gid_list) #with utool.Timer('Compute %d chips' % nImages): cid_list = ibs.add_chips(aid_list) #with utool.Timer('Compute %d features' % nImages): fid_list = ibs.add_feats(cid_list) #with utool.Timer('Getting %d nFeats' % nImages): nFeats_list = ibs.get_num_feats(fid_list) print('Total number of features in the database: %r' % sum(nFeats_list)) return locals()
def TEST_DELETE_IMAGE(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) gid = gid_list[0] assert gid is not None, "gid is None" aid_list = ibs.get_image_aids(gid) assert len(aid_list) == 1, "Length of aid_list=%r" % (len(aid_list),) aid = aid_list[0] assert aid is not None, "aid is None" cid = ibs.get_annot_cids(aid, ensure=False) fid = ibs.get_annot_fids(aid, ensure=False) assert cid is None, "cid=%r should be None" % (cid,) assert fid is None, "fid=%r should be None" % (fid,) cid = ibs.get_annot_cids(aid, ensure=True) fid = ibs.get_annot_fids(aid, ensure=True) assert cid is not None, "cid should be computed" assert fid is not None, "fid should be computed" gthumbpath = ibs.get_image_thumbpath(gid) athumbpath = ibs.get_annot_chip_thumbpath(aid) ibs.delete_images(gid) all_gids = ibs.get_valid_gids() all_aids = ibs.get_valid_aids() all_cids = ibs.get_valid_cids() all_fids = ibs.get_valid_fids() assert gid not in all_gids, "gid still exists" assert aid not in all_aids, "rid %r still exists" % aid assert fid not in all_fids, "fid %r still exists" % fid assert cid not in all_cids, "cid %r still exists" % cid assert not utool.checkpath(gthumbpath), "Thumbnail still exists" assert not utool.checkpath(athumbpath), "ANNOTATION Thumbnail still exists" return locals()
def TEST_IBS(ibs): gpath_list = grabdata.get_test_gpaths(ndata=2) print('[TEST] 1.ibs.add_images(gpath_list=%r)' % gpath_list) gid_list = ibs.add_images(gpath_list) print(' * gid_list=%r' % gid_list) print('[TEST] 2. ibs.get_image_paths(gid_list)') gpaths_list = ibs.get_image_paths(gid_list) print(' * gpaths_list=%r' % gpaths_list) print('[TEST] 3. get_image_props') uri_list = ibs.get_image_uris(gid_list) path_list = ibs.get_image_paths(gid_list) gsize_list = ibs.get_image_sizes(gid_list) time_list = ibs.get_image_unixtime(gid_list) gps_list = ibs.get_image_gps(gid_list) print(' * uri_list=%r' % uri_list) print(' * path_list=%r' % path_list) print(' * gsize_list=%r' % gsize_list) print(' * time_list=%r' % time_list) print(' * gps_list=%r' % gps_list) print('[TEST] 4. get_image_props') mult_cols_list = ibs.db.get('images', ('image_uri', 'image_width', 'image_height'), gid_list) print(' * gps_list=%r' % mult_cols_list) print('[TEST] 5. add_annots') gid = gid_list[0] gid_list = [gid, gid] bbox_list = [(50, 50, 100, 100), (75, 75, 102, 101)] theta_list = [0, 1.1] nid_list = None name_list = None notes_list = None aid_list = ibs.add_annots(gid_list, bbox_list, theta_list=theta_list, nid_list=nid_list, name_list=name_list, notes_list=notes_list) print(' * aid_list=%r' % aid_list) print('[TEST] 6. get_annot_props') gid_list = ibs.get_annot_gids(aid_list) bbox_list = ibs.get_annot_bboxes(aid_list) theta_list = ibs.get_annot_thetas(aid_list) aids_list = ibs.get_image_aids(gid) print(' * gid_list=%r' % gid_list) print(' * bbox_list=%r' % bbox_list) print(' * theta_list=%r' % theta_list) print(' * aids_list=%r' % aids_list) assert len(bbox_list) == len( theta_list), "len(bbox_list) != len(theta_list)" assert len(theta_list) == len(aid_list), "len(theta_list) != len(aid_list)" viz.show_image(ibs, gid) return locals()
def MAKE_BIG_DB(): workdir = sysres.get_workdir() dbname = 'testdb_big' dbdir = join(workdir, dbname) utool.delete(dbdir) main_locals = ibeis.main(dbdir=dbdir, gui=False) ibs = main_locals['ibs'] # IBEIS Control gpath_list = grabdata.get_test_gpaths(ndata=1) imgdir = get_big_imgdir(workdir) gname_list = utool.list_images(imgdir, recursive=True) gpath_list = [join(imgdir, gname) for gname in gname_list] gpath_list = gpath_list assert all(map(exists, gpath_list)), 'some images dont exist' #nImages = len(gpath_list) #with utool.Timer('Add %d Images' % nImages): gid_list = ibs.add_images(gpath_list) #with utool.Timer('Convert %d Images to annotations' % nImages): aid_list = ibsfuncs.use_images_as_annotations(ibs, gid_list) #with utool.Timer('Compute %d chips' % nImages): cid_list = ibs.add_chips(aid_list) #with utool.Timer('Compute %d features' % nImages): fid_list = ibs.add_feats(cid_list) #with utool.Timer('Getting %d nFeats' % nImages): nFeats_list = ibs.get_num_feats(fid_list) print('Total number of features in the database: %r' % sum(nFeats_list)) return locals()
def TEST_PIL_HASH(): print('[TEST] GET_TEST_IMAGE_PATHS') # The test api returns a list of interesting chip indexes gpath_list = grabdata.get_test_gpaths(ndata=None) pil_img_list = [Image.open(gpath, 'r') for gpath in gpath_list] uuid_list = [preproc_image.get_image_uuid(pil_img) for pil_img in pil_img_list] unique_uuid_list = list(set(uuid_list)) assert len(uuid_list) == len(unique_uuid_list), 'Reinstall PIL, watch for libjpeg' return locals()
def TEST_ADD_IMAGES(ibs): print('[TEST] GET_TEST_IMAGE_PATHS') # The test api returns a list of interesting chip indexes gpath_list = grabdata.get_test_gpaths(ndata=None) print('[TEST] IMPORT IMAGES FROM FILE\ngpath_list=%r' % gpath_list) gid_list = ibs.add_images(gpath_list) valid_gpaths = list(ibs.get_image_paths(gid_list)) print('[TEST] valid_gpaths=%r' % valid_gpaths) return locals()
def TEST_IBS(ibs): gpath_list = grabdata.get_test_gpaths(ndata=2) print('[TEST] 1.ibs.add_images(gpath_list=%r)' % gpath_list) gid_list = ibs.add_images(gpath_list) print(' * gid_list=%r' % gid_list) print('[TEST] 2. ibs.get_image_paths(gid_list)') gpaths_list = ibs.get_image_paths(gid_list) print(' * gpaths_list=%r' % gpaths_list) print('[TEST] 3. get_image_props') uri_list = ibs.get_image_uris(gid_list) path_list = ibs.get_image_paths(gid_list) gsize_list = ibs.get_image_sizes(gid_list) time_list = ibs.get_image_unixtime(gid_list) gps_list = ibs.get_image_gps(gid_list) print(' * uri_list=%r' % uri_list) print(' * path_list=%r' % path_list) print(' * gsize_list=%r' % gsize_list) print(' * time_list=%r' % time_list) print(' * gps_list=%r' % gps_list) print('[TEST] 4. get_image_props') mult_cols_list = ibs.db.get('images', ('image_uri', 'image_width', 'image_height'), gid_list) print(' * gps_list=%r' % mult_cols_list) print('[TEST] 5. add_annots') gid = gid_list[0] gid_list = [gid, gid] bbox_list = [(50, 50, 100, 100), (75, 75, 102, 101)] theta_list = [0, 1.1] nid_list = None name_list = None notes_list = None aid_list = ibs.add_annots(gid_list, bbox_list, theta_list=theta_list, nid_list=nid_list, name_list=name_list, notes_list=notes_list) print(' * aid_list=%r' % aid_list) print('[TEST] 6. get_annot_props') gid_list = ibs.get_annot_gids(aid_list) bbox_list = ibs.get_annot_bboxes(aid_list) theta_list = ibs.get_annot_thetas(aid_list) aids_list = ibs.get_image_aids(gid) print(' * gid_list=%r' % gid_list) print(' * bbox_list=%r' % bbox_list) print(' * theta_list=%r' % theta_list) print(' * aids_list=%r' % aids_list) assert len(bbox_list) == len(theta_list), "len(bbox_list) != len(theta_list)" assert len(theta_list) == len(aid_list), "len(theta_list) != len(aid_list)" viz.show_image(ibs, gid) return locals()
def TEST_PIL_HASH(): print('[TEST] GET_TEST_IMAGE_PATHS') # The test api returns a list of interesting chip indexes gpath_list = grabdata.get_test_gpaths(ndata=None) pil_img_list = [Image.open(gpath, 'r') for gpath in gpath_list] # NOQA uuid_list = [ preproc_image.get_image_uuid(pil_img) for pil_img in pil_img_list ] unique_uuid_list = list(set(uuid_list)) assert len(uuid_list) == len( unique_uuid_list), 'Reinstall PIL, watch for libjpeg' return locals()
def TEST_DELETE_FEATURE(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) cid_list = ibs.add_annot_chips(aid_list) assert len(cid_list) != 0, "No chips added" fid_list = ibs.add_chip_feat(cid_list) assert len(fid_list) != 0, "No features added" fid = fid_list[0] ibs.delete_features(fid) fid_list = ibs.get_valid_fids() assert fid not in fid_list, "FID not deleted" return locals()
def TEST_DELETE_FEATURE(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) cid_list = ibs.add_annot_chips(aid_list) assert len(cid_list) != 0, "No chips added" fid_list = ibs.add_chip_feat(cid_list) assert len(fid_list) != 0, "No features added" fid = fid_list[0] ibs.delete_features(fid) fid_list = ibs.get_valid_fids() assert fid not in fid_list, "FID not deleted" return locals()
def TEST_DELETE_IMAGE_THUMBTUPS(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)]*len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) assert len(aid_list) !=0, "No annotations added" thumbpath_list = ibs.get_image_thumbpath(gid_list) gpath_list = ibs.get_image_paths(gid_list) ibs.delete_image_thumbtups(gid_list) assert utool.is_list(thumbpath_list), "thumbpath_list is not a list" assert utool.is_list(gpath_list), "gpath_list is not a list" for path in thumbpath_list: assert not utool.checkpath(path), "Thumbnail not deleted" for path in gpath_list: utool.assertpath(path) return locals()
def TEST_DELETE_ANNOTATION_CHIPS(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) assert len(aid_list) != 0, "No annotations" aid = aid_list[0] gid = ibs.get_annot_gids(aid) assert gid is not None, "gid for aid=%r is None" % (aid,) gthumbpath = ibs.get_image_thumbpath(gid) annotation_thumbpath = ibs.get_annot_chip_thumbpath(aid) ibs.delete_annot_chips(aid) aid_list = ibs.get_valid_aids() assert aid in aid_list, "Error: Annotation deleted" assert not utool.checkpath(gthumbpath), "Image Thumbnail not deleted" assert not utool.checkpath(annotation_thumbpath), "Roi Thumbnail not deleted" return locals()
def TEST_DELETE_CHIPS(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) cid_list = ibs.add_annot_chips(aid_list) cid = cid_list[0] _fid = ibs.get_chip_feat_rowid(cid, ensure=False) assert _fid is None, "_fid=%r should be None" % (_fid,) _fid = ibs.get_chip_feat_rowid(cid, ensure=True) assert _fid is not None, "_fid=%r should be computed" % (_fid,) ibs.delete_chips(cid) cid_list = ibs.get_valid_cids() assert cid not in cid_list, "CID not deleted" all_fids = ibs.get_valid_fids() assert _fid not in all_fids, "FID not deleted" return locals()
def TEST_PARALLEL(): gpath_list = grabdata.get_test_gpaths(ndata=10, names=['zebra', 'lena', 'jeff']) args_list = [(gpath,) for gpath in gpath_list] @utool.argv_flag_dec def print_test_results(result_list): for kpts, desc in result_list: print('[test] kpts.shape=(%4d, %d), desc.sum=%8d' % (kpts.shape[0], kpts.shape[1], desc.sum())) hesaff_kwargs = { 'scale_min': -1, 'scale_max': -1, 'nogravity_hack': False } with utool.Timer('c++ parallel'): kpts_list, desc_list = pyhesaff.detect_kpts_list(gpath_list, **hesaff_kwargs) # Run parallel tasks @utool.indent_func('[test_task]') def run_parallel_task(num_procs=None): print('run_parallel_task. num_procs=%r' % None) if num_procs is not None: util_parallel.close_pool() util_parallel.init_pool(num_procs) else: num_procs = util_parallel.get_default_numprocs() msg = 'processing tasks in %s' % ('serial' if num_procs == 1 else str(num_procs) + '-parallel') with utool.Timer(msg): result_list = util_parallel.process(pyhesaff.detect_kpts, args_list, hesaff_kwargs) print_test_results(result_list) return result_list run_parallel_task() # Compare to serial if needed @utool.argv_flag_dec def compare_serial(): print('compare_serial') run_parallel_task(1) compare_serial() return locals()
def TEST_PARALLEL(): gpath_list = grabdata.get_test_gpaths(ndata=10, names=['zebra', 'lena', 'jeff']) args_list = [(gpath, ) for gpath in gpath_list] @utool.argv_flag_dec def print_test_results(result_list): for kpts, desc in result_list: print('[test] kpts.shape=(%4d, %d), desc.sum=%8d' % (kpts.shape[0], kpts.shape[1], desc.sum())) hesaff_kwargs = {'scale_min': -1, 'scale_max': -1, 'nogravity_hack': False} with utool.Timer('c++ parallel'): kpts_list, desc_list = pyhesaff.detect_feats_list( gpath_list, **hesaff_kwargs) # Run parallel tasks @utool.indent_func('[test_task]') def run_parallel_task(num_procs=None): print('run_parallel_task. num_procs=%r' % None) if num_procs is not None: util_parallel.close_pool() util_parallel.init_pool(num_procs) else: num_procs = util_parallel.get_default_numprocs() msg = 'processing tasks in %s' % ('serial' if num_procs == 1 else str(num_procs) + '-parallel') with utool.Timer(msg): result_list = util_parallel.process(pyhesaff.detect_feats, args_list, hesaff_kwargs) print_test_results(result_list) return result_list run_parallel_task() # Compare to serial if needed @utool.argv_flag_dec def compare_serial(): print('compare_serial') run_parallel_task(1) compare_serial() return locals()
def TEST_DELETE_CHIPS(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) cid_list = ibs.add_annot_chips(aid_list) cid = cid_list[0] _fid = ibs.get_chip_feat_rowid(cid, ensure=False) assert _fid is None, "_fid=%r should be None" % (_fid, ) _fid = ibs.get_chip_feat_rowid(cid, ensure=True) assert _fid is not None, "_fid=%r should be computed" % (_fid, ) ibs.delete_chips(cid) cid_list = ibs.get_valid_cids() assert cid not in cid_list, "CID not deleted" all_fids = ibs.get_valid_fids() assert _fid not in all_fids, "FID not deleted" return locals()
def TEST_DELETE_ANNOTATION_CHIPS(ibs, back): gpath_list = grabdata.get_test_gpaths(ndata=None)[0:4] gid_list = ibs.add_images(gpath_list) bbox_list = [(0, 0, 100, 100)] * len(gid_list) name_list = ['a', 'b', 'a', 'd'] aid_list = ibs.add_annots(gid_list, bbox_list=bbox_list, name_list=name_list) assert len(aid_list) != 0, "No annotations" aid = aid_list[0] gid = ibs.get_annot_gids(aid) assert gid is not None, "gid for aid=%r is None" % (aid, ) gthumbpath = ibs.get_image_thumbpath(gid) annotation_thumbpath = ibs.get_annot_chip_thumbpath(aid) ibs.delete_annot_chips(aid) aid_list = ibs.get_valid_aids() assert aid in aid_list, "Error: Annotation deleted" assert not utool.checkpath(gthumbpath), "Image Thumbnail not deleted" assert not utool.checkpath( annotation_thumbpath), "Roi Thumbnail not deleted" return locals()
def make_testdb0(): main_locals = ibeis.main(dbdir=TESTDB0, gui=False, allow_newdir=True) ibs = main_locals['ibs'] assert ibs is not None, str(main_locals) gpath_list = map(utool.unixpath, grabdata.get_test_gpaths()) #print('[RESET] gpath_list=%r' % gpath_list) gid_list = ibs.add_images(gpath_list) # NOQA valid_gids = ibs.get_valid_gids() valid_aids = ibs.get_valid_aids() try: assert len(valid_aids) == 0, 'there are more than 0 annotations in an empty database!' except Exception as ex: utool.printex(ex, key_list=['valid_aids']) raise gid_list = valid_gids[0:1] bbox_list = [(0, 0, 100, 100)] aid = ibs.add_annots(gid_list, bbox_list=bbox_list)[0] #print('[RESET] NEW RID=%r' % aid) aids = ibs.get_image_aids(gid_list)[0] try: assert aid in aids, ('bad annotation adder: aid = %r, aids = %r' % (aid, aids)) except Exception as ex: utool.printex(ex, key_list=['aid', 'aids']) raise
assert bbox_list[0] == (50, 50, 100, 100) except AssertionError as ex: utool.printex(ex, key_list=['bbox_list', 'aid_list']) raise back.reselect_annotation(bbox=[51, 52, 103, 104]) assert ibs.get_annot_bboxes(aid_list[0]) == (51, 52, 103, 104) back.compute_encounters() unixtime_list = [100, 23, 24] ibs.set_image_unixtime(gid_list, unixtime_list) back.compute_encounters() # Change some ANNOTATIONs #add_annot(gid_list[2], None) # user selection #add_annot(None, [42, 42, 8, 8]) # back selection # I'm not sure how I want to integrate that IPython stuff return locals() if __name__ == '__main__': multiprocessing.freeze_support() # For windows main_locals = ibeis.main(defaultdb='testdb0', gui=True) gpath_list = grabdata.get_test_gpaths(names=['lena', 'zebra', 'jeff']) ibs = main_locals['ibs'] # IBEIS Control back = main_locals['back'] # IBEIS GUI backend test_locals = utool.run_test(TEST_GUI_ALL, ibs, back, gpath_list) execstr = utool.execstr_dict(test_locals, 'test_locals') exec(execstr)