Coverage report

File	function	statements	missing	excluded	coverage
psyop/__init__.py	(no function)	4	0	0	100.00%
psyop/main.py	_strip_quotes	4	1	0	75.00%
psyop/main.py	_is_intlike_str	5	2	0	60.00%
psyop/main.py	_to_number	4	1	0	75.00%
psyop/main.py	_parse_list_like	12	12	0	0.00%
psyop/main.py	_parse_range_call	14	11	0	21.43%
psyop/main.py	_parse_colon_or_dots	19	7	0	63.16%
psyop/main.py	_parse_constraint_value	19	8	0	57.89%
psyop/main.py	_parse_unknown_cli_kv_text	18	5	0	72.22%
psyop/main.py	_norm	1	0	0	100.00%
psyop/main.py	_canonicalize_feature_keys	25	12	0	52.00%
psyop/main.py	parse_constraints_from_ctx	11	1	0	90.91%
psyop/main.py	parse_constraints_from_ctx._fmt_value	11	4	0	63.64%
psyop/main.py	main	3	2	0	33.33%
psyop/main.py	model	6	2	0	66.67%
psyop/main.py	suggest	7	1	0	85.71%
psyop/main.py	optimal	7	1	0	85.71%
psyop/main.py	plot2d	8	1	0	87.50%
psyop/main.py	plot1d	10	2	0	80.00%
psyop/main.py	_categorical_bases_from_features	8	3	0	62.50%
psyop/main.py	(no function)	46	1	0	97.83%
psyop/model.py	_safe_vec	8	4	0	50.00%
psyop/model.py	_safe_scalar	7	5	0	28.57%
psyop/model.py	_diagnostic_feature_dataframe	7	0	0	100.00%
psyop/model.py	_diagnostic_global_dataframe	19	0	0	100.00%
psyop/model.py	_print_diagnostics_table	7	0	0	100.00%
psyop/model.py	build_model	155	27	0	82.58%
psyop/model.py	build_model._safe_corr	8	1	0	87.50%
psyop/model.py	kernel_diag_m52	1	0	0	100.00%
psyop/model.py	kernel_m52_ard	9	0	0	100.00%
psyop/model.py	add_jitter	2	0	0	100.00%
psyop/model.py	solve_chol	2	0	0	100.00%
psyop/model.py	solve_lower	1	0	0	100.00%
psyop/model.py	feature_raw_from_artifact_or_reconstruct	13	13	0	0.00%
psyop/model.py	_to_bool01	6	6	0	0.00%
psyop/model.py	_choose_transform	6	0	0	100.00%
psyop/model.py	_large_dynamic_range	6	1	0	83.33%
psyop/model.py	_apply_transform	5	0	0	100.00%
psyop/model.py	_np1d	4	1	0	75.00%
psyop/model.py	_select_netcdf_engine_and_encoding	26	13	0	50.00%
psyop/model.py	(no function)	32	0	0	100.00%
psyop/opt.py	_pretty_conditioned_on	22	22	0	0.00%
psyop/opt.py	_split_constraints_for_numeric_and_categorical	55	55	0	0.00%
psyop/opt.py	_split_constraints_for_numeric_and_categorical._is_intlike	4	4	0	0.00%
psyop/opt.py	_detect_categorical_groups	11	11	0	0.00%
psyop/opt.py	_project_categoricals_to_valid_onehot	13	13	0	0.00%
psyop/opt.py	_apply_categorical_constraints	18	18	0	0.00%
psyop/opt.py	_onehot_groups	19	12	1	36.84%
psyop/opt.py	_numeric_specs_only	6	6	0	0.00%
psyop/opt.py	_assert_valid_onehot	14	14	0	0.00%
psyop/opt.py	_get_float_attr	10	4	0	60.00%
psyop/opt.py	_orig_to_std	5	2	0	60.00%
psyop/opt.py	_std_to_orig	4	0	0	100.00%
psyop/opt.py	_groups_from_feature_names	13	8	0	38.46%
psyop/opt.py	_pick_attr	6	1	0	83.33%
psyop/opt.py	_GPMarginal.__init__	18	0	0	100.00%
psyop/opt.py	_GPMarginal.sd_at	9	0	0	100.00%
psyop/opt.py	_GPMarginal._k_and_grad	13	13	0	0.00%
psyop/opt.py	_GPMarginal.mean_and_grad	19	3	0	84.21%
psyop/opt.py	_GPMarginal.mean_only	2	0	0	100.00%
psyop/opt.py	_grad_k_m52_ard_wrt_x	10	0	0	100.00%
psyop/opt.py	rng_for_dataset	8	2	0	75.00%
psyop/opt.py	suggest	177	72	0	59.32%
psyop/opt.py	suggest.canon_key	8	4	0	50.00%
psyop/opt.py	suggest.apply_onehot	5	5	0	0.00%
psyop/opt.py	suggest.obj_grad_exploit	10	0	0	100.00%
psyop/opt.py	suggest.obj_scalar_explore	8	0	0	100.00%
psyop/opt.py	suggest._numeric_grad	5	0	0	100.00%
psyop/opt.py	suggest.sample_start	9	1	0	88.89%
psyop/opt.py	suggest._is_dup	3	1	0	66.67%
psyop/opt.py	suggest._accept_row	27	5	0	81.48%
psyop/opt.py	suggest._optimize_take	33	4	0	87.88%
psyop/opt.py	suggest._optimize_take.f_g_only_num	11	0	0	100.00%
psyop/opt.py	suggest._optimize_take.f_g_only_num.add_repulsion	9	0	0	100.00%
psyop/opt.py	suggest._optimize_take.f_g_only_num.scalar_for_grad	10	0	0	100.00%
psyop/opt.py	_collapse_onehot_to_categorical	18	18	0	0.00%
psyop/opt.py	_inject_onehot_groups	18	18	0	0.00%
psyop/opt.py	_postfilter_numeric_constraints	16	16	0	0.00%
psyop/opt.py	optimal	143	41	0	71.33%
psyop/opt.py	optimal.canon_key	8	8	0	0.00%
psyop/opt.py	optimal.apply_onehot	5	5	0	0.00%
psyop/opt.py	optimal.obj_grad	10	0	0	100.00%
psyop/opt.py	optimal.sample_start	9	2	0	77.78%
psyop/opt.py	optimal.f_g_only_num	4	0	0	100.00%
psyop/opt.py	optimal_old	113	113	0	0.00%
psyop/opt.py	optimal_old._sample_pool	4	4	0	0.00%
psyop/opt.py	_build_predictors	22	22	0	0.00%
psyop/opt.py	_build_predictors.predict_success_probability	3	3	0	0.00%
psyop/opt.py	_build_predictors.predict_conditional_target	10	10	0	0.00%
psyop/opt.py	_infer_search_specs	24	24	0	0.00%
psyop/opt.py	_normalize_fixed	45	45	0	0.00%
psyop/opt.py	_normalize_fixed._clip_float	1	1	0	0.00%
psyop/opt.py	_normalize_fixed._clip_int	2	2	0	0.00%
psyop/opt.py	_sample_candidates	41	41	0	0.00%
psyop/opt.py	_original_df_to_standardized	9	9	0	0.00%
psyop/opt.py	_expected_improvement_minimize	5	0	0	100.00%
psyop/opt.py	_constrained_EI	3	3	0	0.00%
psyop/opt.py	_exploration_score	1	1	0	0.00%
psyop/opt.py	_novelty_score	9	9	0	0.00%
psyop/opt.py	_maybe_flip_for_direction	3	1	0	66.67%
psyop/opt.py	_best_feasible_observed	6	2	0	66.67%
psyop/opt.py	_is_number	1	1	0	0.00%
psyop/opt.py	_fmt_num	4	4	0	0.00%
psyop/opt.py	_fixed_as_string	16	16	0	0.00%
psyop/opt.py	_apply_user_bounds	20	20	0	0.00%
psyop/opt.py	(no function)	61	0	0	100.00%
psyop/util.py	get_rng	8	4	0	50.00%
psyop/util.py	df_to_table	21	1	0	95.24%
psyop/util.py	df_to_table._fmt_cell	11	2	0	81.82%
psyop/util.py	(no function)	5	0	0	100.00%
psyop/viz.py	_canon_key_set	3	0	0	100.00%
psyop/viz.py	_canon_key_set._norm	2	0	0	100.00%
psyop/viz.py	_edges_from_centers	27	8	0	70.37%
psyop/viz.py	_update_axis_type_and_range	8	0	0	100.00%
psyop/viz.py	plot2d	323	176	0	45.51%
psyop/viz.py	plot2d._orig_to_std	5	5	0	0.00%
psyop/viz.py	plot2d._grid_std_num	12	5	0	58.33%
psyop/viz.py	plot2d._std_for_member	2	2	0	0.00%
psyop/viz.py	plot2d._apply_onehot_for_base	4	4	0	0.00%
psyop/viz.py	plot2d._denorm_inv	2	0	0	100.00%
psyop/viz.py	plot2d._panel_title	1	0	0	100.00%
psyop/viz.py	plot2d._color_xform	5	3	0	40.00%
psyop/viz.py	plot2d._contour_line_color	7	0	0	100.00%
psyop/viz.py	plot2d._is_log_feature	1	0	0	100.00%
psyop/viz.py	plot2d._data_vals_for_feature	4	1	0	75.00%
psyop/viz.py	plot2d._panel_title	1	0	0	100.00%
psyop/viz.py	plot2d._fmt_c	10	10	0	0.00%
psyop/viz.py	plot1d	296	163	0	44.93%
psyop/viz.py	plot1d._orig_to_std	5	5	0	0.00%
psyop/viz.py	plot1d._grid_1d	12	5	0	58.33%
psyop/viz.py	plot1d._panel_title	1	0	0	100.00%
psyop/viz.py	plot1d._std_to_orig	2	2	0	0.00%
psyop/viz.py	plot1d._fmt_c	13	13	0	0.00%
psyop/viz.py	_build_predictors	22	0	0	100.00%
psyop/viz.py	_build_predictors.predict_success_probability	3	0	0	100.00%
psyop/viz.py	_build_predictors.predict_conditional_target	10	0	0	100.00%
psyop/viz.py	_raw_dataframe_from_dataset	8	0	0	100.00%
psyop/viz.py	_apply_fixed_to_base	9	9	0	0.00%
psyop/viz.py	_denormalize_then_inverse_transform	2	2	0	0.00%
psyop/viz.py	_forward_transform	4	4	0	0.00%
psyop/viz.py	_inverse_transform	3	0	0	100.00%
psyop/viz.py	_maybe_log_axis	8	2	0	75.00%
psyop/viz.py	_rgb_string_to_tuple	3	0	0	100.00%
psyop/viz.py	_rgb_to_rgba	5	2	0	60.00%
psyop/viz.py	_add_low_success_shading_1d	7	0	0	100.00%
psyop/viz.py	_add_low_success_shading_1d._spans	5	0	0	100.00%
psyop/viz.py	_set_yaxis_range	5	1	0	80.00%
psyop/viz.py	plot1d_at_optimum	257	257	0	0.00%
psyop/viz.py	plot1d_at_optimum._to_std_single	4	4	0	0.00%
psyop/viz.py	plot1d_at_optimum._orig_to_std	5	5	0	0.00%
psyop/viz.py	plot1d_at_optimum._grid_1d	11	11	0	0.00%
psyop/viz.py	plot1d_at_optimum._std_to_orig	2	2	0	0.00%
psyop/viz.py	plot1d_at_optimum._fmt_c	13	13	0	0.00%
psyop/viz.py	(no function)	26	0	0	100.00%
Total		2997	1588	1	47.01%