Progress bar on af.Aggregator(directory=path) + better info

[Jammy2211]

This can take a long time to load results, for extensive model-fitting results. I think a big factor is the time it takes to unzip all the results.

This is ok, but a progress bar here would be nice as in the Notebook it can be difficult to assess that the cell is still running.

Once complete, the output gives a large list of all the results it found e.g.:

Phases were found in these directories:

/home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__sersic/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[sersic]/phase_1__mass_sie__source_sersic/settings__imaging[grid_sub_2]__lens[pos_0.70]/dynesty_static[nlive_200__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_10_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__sersic/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[sersic]/phase_1__mass_sie__source_sersic/settings__imaging[grid_sub_2]__lens[pos_0.70]/dynesty_static[nlive_200__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_10_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_1__source_inversion_magnification_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_2__mass_sie__source_inversion_magnification/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/inversion__settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_3__source_inversion_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_1__source_inversion_magnification_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_2__mass_sie__source_inversion_magnification/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/inversion__settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0008-0004/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_3__source_inversion_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__sersic/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[sersic]/phase_1__mass_sie__source_sersic/settings__imaging[grid_sub_2]__lens[pos_0.70]/dynesty_static[nlive_200__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_10_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__sersic/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[sersic]/phase_1__mass_sie__source_sersic/settings__imaging[grid_sub_2]__lens[pos_0.70]/dynesty_static[nlive_200__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_10_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_1__source_inversion_magnification_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_2__mass_sie__source_inversion_magnification/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_3__source_inversion_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_1__source_inversion_magnification_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_2__mass_sie__source_inversion_magnification/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__with_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_3__source_inversion_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_1__source_inversion_magnification_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_2__mass_sie__source_inversion_magnification/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_3__source_inversion_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_1__source_inversion_magnification_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_2__mass_sie__source_inversion_magnification/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_4__mass_sie__source_inversion/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_50__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rwalk_walks_5_facc_0.2] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs1630+4520/pipeline_source__inversion/source__mass[total__sie__no_shear__mass_centre_(0.00,0.00)]__source[pix_voro_image__reg_adapt_bright]/phase_3__source_inversion_initialization/settings__imaging[grid_sub_2_inv_sub_2]__lens[pos_0.20]__pix[use_border]__inv[mat]/dynesty_static[nlive_30__bound_multi_vol_dec_0.5_vol_check_2.0__enlarge_1.0__sample_rstagger] /home/jammy/PycharmProjects/outputs/PyAutoLens/slacs_shu_bspline/slacs0956+5100/pipeline_so

It would be better if we had a concise summary, e.g.:

Phases were found in 100 directories.

[Jammy2211]

I'm cleaning up the print statement to make aggregator use more visually appeasing.

[Jammy2211]

Seqel will sorrt this.