Module ImportFrom alias alias alias Import alias Import alias identifier ImportFrom alias ImportFrom alias Import alias identifier ImportFrom alias alias alias alias alias alias alias ImportFrom alias Assign NameStore Call AttributeLoad NameLoad attr NameLoad FunctionDef arguments args defaults body Global identifier identifier identifier identifier identifier identifier identifier Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num TupleLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Assign SubscriptStore NameLoad ExtSlice Slice Num BinOpFloorDiv NameLoad Num Slice Num BinOpFloorDiv NameLoad Num Num Assign SubscriptStore NameLoad ExtSlice Slice BinOpFloorDiv NameLoad Num BinOpFloorDiv NameLoad Num Slice BinOpFloorDiv NameLoad Num BinOpFloorDiv NameLoad Num Num decorator_list FunctionDef arguments args defaults body Expr Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad For NameStore NameLoad body Pass Assign TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad Assert Call AttributeLoad NameLoad attr CompareEq NameLoad AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr CompareEq NameLoad AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad For NameStore NameLoad body Pass Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad Assert Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index Num AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index Num AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Expr Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad Num For NameStore NameLoad body Pass Assign NameStore Call NameLoad NameLoad Assert CompareLt Call AttributeLoad NameLoad attr BinOpSub AttributeLoad NameLoad attr Num Num Assign NameStore Call NameLoad NameLoad SubscriptLoad NameLoad Slice BinOpFloorDiv NameLoad Num NameLoad keyword NameLoad keyword Num For NameStore NameLoad body Pass Assign NameStore Call NameLoad NameLoad SubscriptLoad NameLoad Slice BinOpFloorDiv NameLoad Num NameLoad keyword NameLoad keyword Num keyword NameLoad For NameStore NameLoad body Pass Assign NameStore Call NameLoad NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Expr Call NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad For NameStore NameLoad body Pass Assert CompareLt Call AttributeLoad NameLoad attr BinOpSub AttributeLoad NameLoad attr Num Num Assign NameStore Call NameLoad SubscriptLoad NameLoad Slice BinOpFloorDiv NameLoad Num NameLoad NameLoad NameLoad For NameStore NameLoad body Pass Assign NameStore Call NameLoad SubscriptLoad NameLoad Slice BinOpFloorDiv NameLoad Num NameLoad NameLoad NameLoad keyword AttributeLoad NameLoad attr For NameStore NameLoad body Pass Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Expr Call NameLoad Assign NameStore ListLoad For NameStore Call NameLoad Num body Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Assign NameStore Call NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Num keyword Num keyword Num Assert Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Num keyword Num keyword Num decorator_list FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore TupleLoad Num Num Assign TupleStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Num Num Num keyword Num decorator_list FunctionDef arguments args defaults body Expr Call NameLoad Assign TupleStore NameStore NameStore Call NameLoad Num NameLoad NameLoad NameLoad Assign NameStore ListLoad Num Num Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign TupleStore NameStore NameStore Call NameLoad Num NameLoad NameLoad NameLoad Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Index Num SubscriptLoad NameLoad ExtSlice Slice Index Num keyword Num Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Index Num SubscriptLoad NameLoad ExtSlice Slice Index Num keyword Num decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num TupleLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Assign SubscriptStore NameLoad ExtSlice Slice Num BinOpFloorDiv NameLoad Num Slice Num BinOpFloorDiv NameLoad Num Num Assign SubscriptStore NameLoad ExtSlice Slice BinOpFloorDiv NameLoad Num BinOpFloorDiv NameLoad Num Slice BinOpFloorDiv NameLoad Num BinOpFloorDiv NameLoad Num Num Assign TupleStore NameStore NameStore NameStore Call NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Index Num Slice Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Num Num Num Num Num decorator_list If CompareEq NameLoad Str body Import alias Expr Call AttributeLoad NameLoad attr keyword ListLoad Str Str keyword NameLoad
N/A __future__ absolute_import division print_function N/A logging N/A numpy np numpy.testing assert_array_almost_equal nose.tools assert_raises N/A skbeam.core.utils utils skbeam.core.correlation multi_tau_auto_corr auto_corr_scat_factor lazy_one_time lazy_two_time two_time_corr two_time_state_to_results one_time_from_two_time skbeam.core.mask bad_to_nan_gen N/A logger N/A N/A logging getLogger __name__ setup N/A N/A N/A N/A N/A num_levels num_bufs xdim ydim stack_size img_stack rois N/A num_levels 6 N/A num_bufs 4 N/A xdim 256 N/A ydim 512 N/A stack_size 100 N/A img_stack N/A N/A N/A np random randint 1 3 N/A stack_size xdim ydim N/A rois N/A N/A np zeros_like N/A img_stack N/A 0 N/A N/A rois N/A N/A 0 N/A xdim 10 N/A 0 N/A ydim 10 5 N/A N/A rois N/A N/A N/A xdim 10 N/A xdim 5 N/A N/A ydim 10 N/A ydim 5 3 N/A test_lazy_vs_original N/A N/A N/A N/A N/A N/A setup N/A full_gen_one N/A lazy_one_time img_stack num_levels num_bufs rois N/A gen_state_one full_gen_one N/A N/A N/A N/A g2 lag_steps N/A multi_tau_auto_corr num_levels num_bufs rois img_stack N/A N/A N/A np all N/A g2 N/A gen_state_one g2 N/A N/A N/A np all N/A lag_steps N/A gen_state_one lag_steps N/A full_gen_two N/A lazy_two_time rois img_stack stack_size num_bufs num_levels N/A gen_state_two full_gen_two N/A N/A N/A final_gen_result_two N/A two_time_state_to_results gen_state_two N/A two_time N/A two_time_corr rois img_stack stack_size num_bufs num_levels N/A N/A N/A np all N/A N/A two_time N/A 0 N/A final_gen_result_two g2 N/A N/A N/A np all N/A N/A two_time N/A 1 N/A final_gen_result_two lag_steps N/A test_lazy_two_time N/A N/A N/A N/A N/A N/A setup N/A full_gen N/A lazy_two_time rois img_stack stack_size stack_size 1 N/A full_state full_gen N/A N/A N/A final_result N/A two_time_state_to_results full_state N/A N/A N/A N/A np average N/A N/A final_result g2 1 0.01 N/A gen_first_half N/A lazy_two_time rois N/A img_stack N/A N/A stack_size 2 stack_size num_bufs stack_size num_levels 1 N/A first_half_state gen_first_half N/A N/A N/A gen_second_half N/A lazy_two_time rois N/A img_stack N/A N/A stack_size 2 stack_size num_bufs stack_size num_levels 1 two_time_internal_state first_half_state N/A second_half_state gen_second_half N/A N/A N/A result N/A two_time_state_to_results second_half_state N/A N/A N/A np all N/A N/A full_state g2 N/A result g2 N/A test_lazy_one_time N/A N/A N/A N/A N/A N/A setup N/A full_gen N/A lazy_one_time img_stack num_levels num_bufs rois N/A full_result full_gen N/A N/A N/A N/A N/A N/A np average N/A N/A full_result g2 1 0.01 N/A gen_first_half N/A lazy_one_time N/A img_stack N/A N/A stack_size 2 num_levels num_bufs rois N/A first_half_result gen_first_half N/A N/A N/A gen_second_half N/A lazy_one_time N/A img_stack N/A N/A stack_size 2 num_levels num_bufs rois internal_state N/A first_half_result internal_state N/A second_half_result gen_second_half N/A N/A N/A N/A N/A np all N/A N/A full_result g2 N/A second_half_result g2 N/A test_two_time_corr N/A N/A N/A N/A N/A N/A setup N/A y N/A N/A i N/A range 50 N/A N/A N/A N/A y append N/A img_stack N/A 0 N/A two_time N/A two_time_corr rois N/A N/A np asarray y 50 num_bufs 50 num_levels 1 N/A N/A N/A np all N/A two_time N/A 0 N/A N/A assert_raises ValueError two_time_corr rois N/A N/A np asarray y 50 num_bufs 25 num_levels 1 N/A test_auto_corr_scat_factor N/A N/A N/A N/A N/A N/A num_levels num_bufs N/A 3 4 N/A N/A tot_channels lags dict_lags N/A N/A utils multi_tau_lags num_levels num_bufs N/A beta 0.5 N/A relaxation_rate 10.0 N/A baseline 1.0 N/A g2 N/A auto_corr_scat_factor lags beta relaxation_rate baseline N/A N/A assert_array_almost_equal g2 N/A N/A np array N/A 1.5 1.0 1.0 1.0 1.0 1.0 1.0 1.0 decimal 8 N/A test_bad_images N/A N/A N/A N/A N/A N/A setup N/A N/A g2 lag_steps N/A multi_tau_auto_corr 4 num_bufs rois img_stack N/A bad_img_list N/A 3 21 35 48 N/A images N/A bad_to_nan_gen img_stack bad_img_list N/A N/A g2_n lag_steps_n N/A multi_tau_auto_corr 4 num_bufs rois images N/A N/A assert_array_almost_equal N/A g2 N/A N/A N/A 0 N/A g2_n N/A N/A N/A 0 decimal 3 N/A N/A assert_array_almost_equal N/A g2 N/A N/A N/A 1 N/A g2_n N/A N/A N/A 1 decimal 3 N/A test_one_time_from_two_time N/A N/A N/A N/A N/A num_lev 1 N/A num_buf 10 N/A x_dim 10 N/A y_dim 10 N/A stack 10 N/A imgs N/A N/A N/A np random randint 1 3 N/A stack x_dim y_dim N/A roi N/A N/A np zeros_like N/A imgs N/A 0 N/A N/A roi N/A N/A 0 N/A x_dim 10 N/A 0 N/A y_dim 10 5 N/A N/A roi N/A N/A N/A x_dim 10 N/A x_dim 5 N/A N/A y_dim 10 N/A y_dim 5 3 N/A N/A g2 lag_steps _state N/A two_time_corr roi imgs stack num_buf num_lev N/A one_time N/A one_time_from_two_time g2 N/A N/A assert_array_almost_equal N/A one_time N/A N/A 0 N/A N/A N/A np array N/A 1.0 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 N/A N/A N/A __name__ __main__ N/A N/A nose N/A N/A N/A nose runmodule argv N/A -s --with-doctest exit False