┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
"┃ file ┃ dtype ┃ telescope ┃ size ┃ mode ┃\n",
"┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
"│ ea25_cal_small_before_fixed… │ CASA MS v2 │ VLA │ 150170225 │ Holography │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ kband_beamcut_small.ms │ CASA MS v2 │ VLA │ 17986574 │ Holography(beam cut) │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ea25_cal_small_after_fixed.… │ CASA MS v2 │ VLA │ 150031008 │ Holography │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ J1924-2914.ms.calibrated.sp… │ CASA MS v2 │ ALMA │ 35000000 │ Holography │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ extract_holog_verification.… │ json │ na │ 967 │ na │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ holog_numerical_verificatio… │ json │ na │ 1033 │ na │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ locit-input-pha.cal │ CASA Cal Table │ VLA │ 92293 │ antenna location cal table │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ panel_cutoff_mask │ npy │ na │ 27150 │ na │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ heuristic_model │ bin │ na │ 556 │ na │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ panel-input-data │ na │ na │ 402916 │ na │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ AA2-Mid-sim_00000.ms │ CASA MS v2 │ SKA Mid │ 14710912 │ Simulated Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_M8.img.zarr │ zarr │ ALMA │ 12626417 │ Interferometer Mosaic │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_North.cal.lsrk.ms │ CASA MS v2 │ ALMA │ 189716793 │ Interferometer Mosaic │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_North.cal.lsrk.spl… │ CASA MS v2 │ ALMA │ 1560578 │ Interferometer Mosaic │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ complex_valued_uv.im │ image │ Simulated │ 562110 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ demo_simulated.im │ image │ Simulated │ 15321745 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ no_mask.im │ image │ Simulated │ 4252 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ small_lofar.ms │ CASA MS v2 │ LOFAR │ 10091260 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ small_meerkat.ms │ CASA MS v2 │ MeerKAT │ 2392258 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ global_vlbi_gg084b_reduced.… │ CASA MS v2 │ GLOBAL VLBI │ 15701018 │ VLBI │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ VLBA_TL016B_split_lsrk.ms │ CASA MS v2 │ VLBA │ 9399847 │ VLBI │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ngEHT_E17A10.0.bin0000.sour… │ CASA MS v2 │ ngEHT │ 11082603 │ Simulated Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ venus_ephem_test.ms │ CASA MS v2 │ ALMA │ 16758430 │ Interferometer Ephemeris │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ sdimaging.ms │ CASA MS v2 │ ALMA │ 29718841 │ Single Dish │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ALMA_uid___A002_X1003af4_X7… │ CASA MS v2 │ ALMA │ 29593547 │ Interferometer Ephemeris │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ VLASS3.2.sb45755730.eb46170… │ CASA MS v2 │ VLA │ 69019704 │ Interferometer Ephemeris │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ feather_sim_vla_c1_pI.im │ image │ Simulated │ 62246951 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ feather_sim_sd_c1_pI.im │ image │ Simulated │ 67218042 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_fld1_casa_lsrk.ps.… │ Msv4 │ ALMA │ 9314803 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_fld1_topo.ps.zarr │ Msv4 │ ALMA │ 9867649 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_North.cal.lsrk.spl… │ Msv4 │ ALMA │ 3430000 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ Antennae_North.cal.lsrk.ps.… │ Msv4 │ ALMA │ 2040000 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ feather_model_convolved │ Model │ │ 61364929 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ feather.im │ CASA Image │ │ 67150892 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ int.zarr │ Zarr Image │ │ 65512355 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ sd.zarr │ Zarr Image │ │ 67150892 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ska_low_sim_18s.ms │ CASA MS v2 │ SKA Low │ 8866100 │ Simulated │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ VLBA_TL016B_split.ms │ CASA MS v2 │ VLBA │ 9402465 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ngEHT_E17A10.0.bin0000.sour… │ CASA MS v2 │ ngEHT │ 11099488 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ uid___A002_X1015532_X1926f.… │ CASA MS v2 │ ALMA │ 6299859 │ Single Dish │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ uid___A002_Xae00c5_X2e6b.sm… │ CASA MS v2 │ ALMA │ 7351298 │ Single Dish │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ uid___A002_Xced5df_Xf9d9.sm… │ CASA MS v2 │ ALMA │ 7351298 │ Single Dish │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ uid___A002_Xe3a5fd_Xe38e.sm… │ CASA MS v2 │ ALMA │ 16122776 │ Single Dish │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ SNR_G55_10s.split.ms │ CASA MS v2 │ VLA │ 8648349 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 59749_bp_8beams_pattern.ms │ CASA MS v2 │ ASKAP │ 8137335 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 59750_altaz_2settings.ms │ CASA MS v2 │ ASKAP │ 3669608 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 59754_altaz_2weights_0.ms │ CASA MS v2 │ ASKAP │ 3521937 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 59754_altaz_2weights_15.ms │ CASA MS v2 │ ASKAP │ 3538081 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 59755_eq_interleave_0.ms │ CASA MS v2 │ ASKAP │ 7525050 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 59755_eq_interleave_15.ms │ CASA MS v2 │ ASKAP │ 7493404 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ gmrt.ms │ CASA MS v2 │ GMRT │ 2125130 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ checksum.hash │ hash │ NA │ 20 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ refim_point_im_casa_hogbom_… │ NA │ NA │ 257051 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 3c286_Band6_5chans_lsrk_com… │ NA │ NA │ 22762594 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ twhya_selfcal_5chans_lsrk_c… │ NA │ NA │ 7027733 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ twhya_selfcal_5chans_lsrk_x… │ NA │ NA │ 5271957 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ twhya_selfcal_11chans_lsrk_… │ CASA MS v2 │ ALMA │ 2555984 │ Interferometer │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ casa_hogbom_deconv.residual │ CASA MS v2 │ NA │ 968492 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ test_hogbom_multisrc.psf │ CASA MS v2 │ NA │ 972188 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ test_hogbom_multisrc.residu… │ CASA MS v2 │ NA │ 959913 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ refim_point_im.psf │ CASA MS v2 │ NA │ 238662 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ refim_point_im.residual │ CASA MS v2 │ NA │ 242965 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ absolute_off │ ASDM │ ALMA SD │ 245676406 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 3c286_Band6_5chans_lsrk_rob… │ MSv4 │ NA │ 16705461 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ 3c286_Band6_5chans_lsrk_rob… │ FITS │ NA │ 21054726 │ NA │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ kband_beamcut_small.beamcut… │ Astrohack beamcut file │ VLA │ 411479 │ Holography │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ref_beamcut_products │ Beamcut export products │ VLA │ 1068652 │ beamcut │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ref_locit_products │ Locit export products │ VLA │ 520143 │ Antenna position │\n",
"│ │ │ │ │ corrections │\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│ ref_position_products │ Position export products │ VLA │ 1704935 │ Antenna position │\n",
"│ │ │ │ │ corrections │\n",
"└──────────────────────────────┴──────────────────────────┴─────────────┴───────────┴─────────────────────────────┘\n",
"\n"
],
"text/plain": [
"┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
"┃\u001b[1m \u001b[0m\u001b[1mfile \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mdtype \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mtelescope \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1msize \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mmode \u001b[0m\u001b[1m \u001b[0m┃\n",
"┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
"│\u001b[34m \u001b[0m\u001b[34mea25_cal_small_before_fixed…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m150170225\u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mHolography \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mkband_beamcut_small.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m17986574 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mHolography(beam cut) \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mea25_cal_small_after_fixed.…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m150031008\u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mHolography \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mJ1924-2914.ms.calibrated.sp…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m35000000 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mHolography \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mextract_holog_verification.…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mjson \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m967 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mholog_numerical_verificatio…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mjson \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m1033 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mlocit-input-pha.cal \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA Cal Table \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m92293 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mantenna location cal table \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mpanel_cutoff_mask \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mnpy \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m27150 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mheuristic_model \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mbin \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m556 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mpanel-input-data \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m402916 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mna \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAA2-Mid-sim_00000.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSKA Mid \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m14710912 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated Interferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_M8.img.zarr \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mzarr \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m12626417 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer Mosaic \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_North.cal.lsrk.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m189716793\u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer Mosaic \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_North.cal.lsrk.spl…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m1560578 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer Mosaic \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mcomplex_valued_uv.im \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mimage \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m562110 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mdemo_simulated.im \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mimage \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m15321745 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mno_mask.im \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mimage \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m4252 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34msmall_lofar.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mLOFAR \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m10091260 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34msmall_meerkat.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mMeerKAT \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m2392258 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mglobal_vlbi_gg084b_reduced.…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mGLOBAL VLBI\u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m15701018 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLBI \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mVLBA_TL016B_split_lsrk.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLBA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m9399847 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLBI \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mngEHT_E17A10.0.bin0000.sour…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mngEHT \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m11082603 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated Interferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mvenus_ephem_test.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m16758430 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer Ephemeris \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34msdimaging.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m29718841 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSingle Dish \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mALMA_uid___A002_X1003af4_X7…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m29593547 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer Ephemeris \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mVLASS3.2.sb45755730.eb46170…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m69019704 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer Ephemeris \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mfeather_sim_vla_c1_pI.im \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mimage \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m62246951 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mfeather_sim_sd_c1_pI.im \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mimage \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m67218042 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_fld1_casa_lsrk.ps.…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mMsv4 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m9314803 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_fld1_topo.ps.zarr \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mMsv4 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m9867649 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_North.cal.lsrk.spl…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mMsv4 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m3430000 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mAntennae_North.cal.lsrk.ps.…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mMsv4 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m2040000 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mfeather_model_convolved \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mModel \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m61364929 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mfeather.im \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA Image \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m67150892 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mint.zarr \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mZarr Image \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m65512355 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34msd.zarr \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mZarr Image \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m67150892 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mska_low_sim_18s.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSKA Low \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m8866100 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSimulated \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mVLBA_TL016B_split.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLBA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m9402465 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mngEHT_E17A10.0.bin0000.sour…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mngEHT \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m11099488 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34muid___A002_X1015532_X1926f.…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m6299859 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSingle Dish \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34muid___A002_Xae00c5_X2e6b.sm…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m7351298 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSingle Dish \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34muid___A002_Xced5df_Xf9d9.sm…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m7351298 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSingle Dish \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34muid___A002_Xe3a5fd_Xe38e.sm…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m16122776 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mSingle Dish \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mSNR_G55_10s.split.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m8648349 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m59749_bp_8beams_pattern.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASKAP \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m8137335 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m59750_altaz_2settings.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASKAP \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m3669608 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m59754_altaz_2weights_0.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASKAP \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m3521937 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m59754_altaz_2weights_15.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASKAP \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m3538081 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m59755_eq_interleave_0.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASKAP \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m7525050 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m59755_eq_interleave_15.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASKAP \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m7493404 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mgmrt.ms \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mGMRT \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m2125130 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mchecksum.hash \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mhash \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m20 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mrefim_point_im_casa_hogbom_…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m257051 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m3c286_Band6_5chans_lsrk_com…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m22762594 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mtwhya_selfcal_5chans_lsrk_c…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m7027733 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mtwhya_selfcal_5chans_lsrk_x…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m5271957 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mtwhya_selfcal_11chans_lsrk_…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m2555984 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mInterferometer \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mcasa_hogbom_deconv.residual \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m968492 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mtest_hogbom_multisrc.psf \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m972188 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mtest_hogbom_multisrc.residu…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m959913 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mrefim_point_im.psf \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m238662 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mrefim_point_im.residual \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mCASA MS v2 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m242965 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mabsolute_off \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mASDM \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mALMA SD \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m245676406\u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m3c286_Band6_5chans_lsrk_rob…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mMSv4 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m16705461 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34m3c286_Band6_5chans_lsrk_rob…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mFITS \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m21054726 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mNA \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mkband_beamcut_small.beamcut…\u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mAstrohack beamcut file \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m411479 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mHolography \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mref_beamcut_products \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mBeamcut export products \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m1068652 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mbeamcut \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mref_locit_products \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mLocit export products \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m520143 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mAntenna position \u001b[0m\u001b[32m \u001b[0m│\n",
"│\u001b[34m \u001b[0m│\u001b[32m \u001b[0m│\u001b[32m \u001b[0m│\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mcorrections \u001b[0m\u001b[32m \u001b[0m│\n",
"├──────────────────────────────┼──────────────────────────┼─────────────┼───────────┼─────────────────────────────┤\n",
"│\u001b[34m \u001b[0m\u001b[34mref_position_products \u001b[0m\u001b[34m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mPosition export products\u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mVLA \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32m1704935 \u001b[0m\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mAntenna position \u001b[0m\u001b[32m \u001b[0m│\n",
"│\u001b[34m \u001b[0m│\u001b[32m \u001b[0m│\u001b[32m \u001b[0m│\u001b[32m \u001b[0m│\u001b[32m \u001b[0m\u001b[32mcorrections \u001b[0m\u001b[32m \u001b[0m│\n",
"└──────────────────────────────┴──────────────────────────┴─────────────┴───────────┴─────────────────────────────┘\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from toolviper.utils.data import list_files\n",
"\n",
"list_files()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,166\u001b[0m] \u001b[38;2;50;50;205m INFO\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m Downloading from [cloudflare] .... \n"
]
},
{
"data": {
"text/html": [
" \n",
" Download List \n",
" ─────────────── \n",
" sdimaging.ms \n",
" \n",
"\n"
],
"text/plain": [
" \n",
" \u001b[1m \u001b[0m\u001b[1mDownload List\u001b[0m\u001b[1m \u001b[0m \n",
" ─────────────── \n",
" \u001b[35msdimaging.ms\u001b[0m \n",
" \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,168\u001b[0m] \u001b[38;2;50;50;205m INFO\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m File exists: sdimaging.ms \n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "34bd9d12983a42b396301b8464dd79d7",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import toolviper\n",
"\n",
"toolviper.utils.data.download(file=\"sdimaging.ms\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## ALMA Single Dish Data\n",
"\n",
"| Dataset | Telescope | Multi-Target | OFF Position | Ephemeris | Scan Pattern |\n",
"|---------|-----------|:------------:|:------------:|:---------:|:------------:|\n",
"| uid___A002_Xced5df_Xf9d9.small | ALMA | | horizontal | | raster |\n",
"| uid___A002_X1015532_X1926f.small | ALMA | | relative | x | raster |\n",
"| uid___A002_Xe3a5fd_Xe38e.small | ALMA | x | absolute | | raster |\n",
"| uid___A002_Xae00c5_X2e6b.small | ALMA | | relative | x | fast |\n",
"\n",
"- OFF position: \n",
" - **absolute**: OFF position has its own field entry in the FIELD table.\n",
" - **relative**: OFF is a fixed position specified as an offset coordinate relative to the ON position.\n",
" - **horizontal**: OFF is also an offset position relative to the ON position but specified so that its elevation value is always close to the ON position (meaning that the OFF position is moving with time).\n",
"- Scan pattern: raster scan/fast scan.\n",
" - **raster**: Scan is, as the name indicates, a raster pattern with a relatively long integration time (0.1-1 sec) and channelized spectral window.\n",
" - **fast**: Scan is either a Lissajous or double-circle pattern with short integration time (1 msec) and single-channel spectral window."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,188\u001b[0m] \u001b[38;2;50;50;205m INFO\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m Downloading from [cloudflare] .... \n"
]
},
{
"data": {
"text/html": [
" \n",
" Download List \n",
" ─────────────────────────────────── \n",
" uid___A002_Xced5df_Xf9d9.small.ms \n",
" \n",
"\n"
],
"text/plain": [
" \n",
" \u001b[1m \u001b[0m\u001b[1mDownload List \u001b[0m\u001b[1m \u001b[0m \n",
" ─────────────────────────────────── \n",
" \u001b[35muid___A002_Xced5df_Xf9d9.small.ms\u001b[0m \n",
" \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,190\u001b[0m] \u001b[38;2;50;50;205m INFO\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m File exists: uid___A002_Xced5df_Xf9d9.small.ms \n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "fad02f5235784d3cbc5882ec2bfd5634",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import toolviper\n",
"ms_file = \"uid___A002_Xced5df_Xf9d9.small.ms\"\n",
"toolviper.utils.data.download(file=ms_file)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Setup Dask Client"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,218\u001b[0m] \u001b[38;2;50;50;205m INFO\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m Module path: \u001b[38;2;50;50;205m/Users/jsteeb/miniforge3/envs/timg/lib/python3.13/site-packages/toolviper\u001b[0m \n",
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,221\u001b[0m] \u001b[38;2;255;160;0m WARNING\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m It is recommended that the local cache directory be set using the \u001b[38;2;50;50;205mdask_local_dir\u001b[0m parameter. \n",
"[\u001b[38;2;128;05;128m2026-01-21 13:05:05,838\u001b[0m] \u001b[38;2;50;50;205m INFO\u001b[0m\u001b[38;2;112;128;144m viperlog: \u001b[0m Client MenrvaClient-b714fb10-f6f3-11f0-8861-80a9970f900d
\n", "| Connection method: Cluster object | \n", "Cluster type: distributed.LocalCluster | \n", " \n", "
| \n", " Dashboard: http://127.0.0.1:8787/status\n", " | \n", "\n", " |
0d711405
\n", "| \n", " Dashboard: http://127.0.0.1:8787/status\n", " | \n", "\n", " Workers: 4\n", " | \n", "
| \n", " Total threads: 4\n", " | \n", "\n", " Total memory: 14.90 GiB\n", " | \n", "
| Status: running | \n", "Using processes: True | \n", "
Scheduler-9f67cc50-b58c-41ef-abbb-f72954ce1bb7
\n", "| \n", " Comm: tcp://127.0.0.1:54603\n", " | \n", "\n", " Workers: 4 \n", " | \n", "
| \n", " Dashboard: http://127.0.0.1:8787/status\n", " | \n", "\n", " Total threads: 4\n", " | \n", "
| \n", " Started: Just now\n", " | \n", "\n", " Total memory: 14.90 GiB\n", " | \n", "
| \n", " Comm: tcp://127.0.0.1:54614\n", " | \n", "\n", " Total threads: 1\n", " | \n", "
| \n", " Dashboard: http://127.0.0.1:54618/status\n", " | \n", "\n", " Memory: 3.73 GiB\n", " | \n", "
| \n", " Nanny: tcp://127.0.0.1:54606\n", " | \n", "\n", " |
| \n", " Local directory: /var/folders/b7/dx896v1x4yjb9v6rvs_n2hs00000gp/T/dask-scratch-space/worker-fl5cj7al\n", " | \n", "|
| \n", " Tasks executing: \n", " | \n", "\n", " Tasks in memory: \n", " | \n", "
| \n", " Tasks ready: \n", " | \n", "\n", " Tasks in flight: \n", " | \n", "
| \n", " CPU usage: 0.0%\n", " | \n", "\n", " Last seen: Just now\n", " | \n", "
| \n", " Memory usage: 67.80 MiB\n", " | \n", "\n", " Spilled bytes: 0 B\n", " | \n", "
| \n", " Read bytes: 0.0 B\n", " | \n", "\n", " Write bytes: 0.0 B\n", " | \n", "
| \n", " Comm: tcp://127.0.0.1:54615\n", " | \n", "\n", " Total threads: 1\n", " | \n", "
| \n", " Dashboard: http://127.0.0.1:54619/status\n", " | \n", "\n", " Memory: 3.73 GiB\n", " | \n", "
| \n", " Nanny: tcp://127.0.0.1:54608\n", " | \n", "\n", " |
| \n", " Local directory: /var/folders/b7/dx896v1x4yjb9v6rvs_n2hs00000gp/T/dask-scratch-space/worker-sjh05mn1\n", " | \n", "|
| \n", " Tasks executing: \n", " | \n", "\n", " Tasks in memory: \n", " | \n", "
| \n", " Tasks ready: \n", " | \n", "\n", " Tasks in flight: \n", " | \n", "
| \n", " CPU usage: 0.0%\n", " | \n", "\n", " Last seen: Just now\n", " | \n", "
| \n", " Memory usage: 67.22 MiB\n", " | \n", "\n", " Spilled bytes: 0 B\n", " | \n", "
| \n", " Read bytes: 0.0 B\n", " | \n", "\n", " Write bytes: 0.0 B\n", " | \n", "
| \n", " Comm: tcp://127.0.0.1:54616\n", " | \n", "\n", " Total threads: 1\n", " | \n", "
| \n", " Dashboard: http://127.0.0.1:54622/status\n", " | \n", "\n", " Memory: 3.73 GiB\n", " | \n", "
| \n", " Nanny: tcp://127.0.0.1:54610\n", " | \n", "\n", " |
| \n", " Local directory: /var/folders/b7/dx896v1x4yjb9v6rvs_n2hs00000gp/T/dask-scratch-space/worker-ne1mow_b\n", " | \n", "|
| \n", " Tasks executing: \n", " | \n", "\n", " Tasks in memory: \n", " | \n", "
| \n", " Tasks ready: \n", " | \n", "\n", " Tasks in flight: \n", " | \n", "
| \n", " CPU usage: 0.0%\n", " | \n", "\n", " Last seen: Just now\n", " | \n", "
| \n", " Memory usage: 67.31 MiB\n", " | \n", "\n", " Spilled bytes: 0 B\n", " | \n", "
| \n", " Read bytes: 0.0 B\n", " | \n", "\n", " Write bytes: 0.0 B\n", " | \n", "
| \n", " Comm: tcp://127.0.0.1:54617\n", " | \n", "\n", " Total threads: 1\n", " | \n", "
| \n", " Dashboard: http://127.0.0.1:54624/status\n", " | \n", "\n", " Memory: 3.73 GiB\n", " | \n", "
| \n", " Nanny: tcp://127.0.0.1:54612\n", " | \n", "\n", " |
| \n", " Local directory: /var/folders/b7/dx896v1x4yjb9v6rvs_n2hs00000gp/T/dask-scratch-space/worker-w0x7vura\n", " | \n", "|
| \n", " Tasks executing: \n", " | \n", "\n", " Tasks in memory: \n", " | \n", "
| \n", " Tasks ready: \n", " | \n", "\n", " Tasks in flight: \n", " | \n", "
| \n", " CPU usage: 0.0%\n", " | \n", "\n", " Last seen: Just now\n", " | \n", "
| \n", " Memory usage: 67.59 MiB\n", " | \n", "\n", " Spilled bytes: 0 B\n", " | \n", "
| \n", " Read bytes: 0.0 B\n", " | \n", "\n", " Write bytes: 0.0 B\n", " | \n", "
| \n", " | name | \n", "scan_intents | \n", "shape | \n", "execution_block_UID | \n", "polarization | \n", "scan_name | \n", "spw_name | \n", "spw_intents | \n", "field_name | \n", "source_name | \n", "line_name | \n", "field_coords | \n", "session_reference_UID | \n", "scheduling_block_UID | \n", "project_UID | \n", "start_frequency | \n", "end_frequency | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "uid___A002_Xced5df_Xf9d9.small_00 | \n", "[CALIBRATE_ATMOSPHERE#OFF_SOURCE, CALIBRATE_WVR#OFF_SOURCE] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_1#SW-01#FULL_RES_0 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[CO_v_0_2_1(ID=3768101)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.295643e+11 | \n", "2.295648e+11 | \n", "
| 1 | \n", "uid___A002_Xced5df_Xf9d9.small_01 | \n", "[CALIBRATE_ATMOSPHERE#OFF_SOURCE, CALIBRATE_WVR#OFF_SOURCE] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_2#SW-01#FULL_RES_1 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.320078e+11 | \n", "2.320390e+11 | \n", "
| 2 | \n", "uid___A002_Xced5df_Xf9d9.small_02 | \n", "[CALIBRATE_ATMOSPHERE#OFF_SOURCE, CALIBRATE_WVR#OFF_SOURCE] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_3#SW-01#FULL_RES_2 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[H2CO_Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.161367e+11 | \n", "2.161406e+11 | \n", "
| 3 | \n", "uid___A002_Xced5df_Xf9d9.small_03 | \n", "[CALIBRATE_ATMOSPHERE#OFF_SOURCE, CALIBRATE_WVR#OFF_SOURCE] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_4#SW-01#FULL_RES_3 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[C18O_2_1(ID=3768339)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.179697e+11 | \n", "2.179736e+11 | \n", "
| 4 | \n", "uid___A002_Xced5df_Xf9d9.small_04 | \n", "[CALIBRATE_ATMOSPHERE#AMBIENT, CALIBRATE_WVR#AMBIENT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_1#SW-01#FULL_RES_0 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[CO_v_0_2_1(ID=3768101)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.295643e+11 | \n", "2.295648e+11 | \n", "
| 5 | \n", "uid___A002_Xced5df_Xf9d9.small_05 | \n", "[CALIBRATE_ATMOSPHERE#AMBIENT, CALIBRATE_WVR#AMBIENT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_2#SW-01#FULL_RES_1 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.320078e+11 | \n", "2.320390e+11 | \n", "
| 6 | \n", "uid___A002_Xced5df_Xf9d9.small_06 | \n", "[CALIBRATE_ATMOSPHERE#AMBIENT, CALIBRATE_WVR#AMBIENT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_3#SW-01#FULL_RES_2 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[H2CO_Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.161367e+11 | \n", "2.161406e+11 | \n", "
| 7 | \n", "uid___A002_Xced5df_Xf9d9.small_07 | \n", "[CALIBRATE_ATMOSPHERE#AMBIENT, CALIBRATE_WVR#AMBIENT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_4#SW-01#FULL_RES_3 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[C18O_2_1(ID=3768339)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.179697e+11 | \n", "2.179736e+11 | \n", "
| 8 | \n", "uid___A002_Xced5df_Xf9d9.small_08 | \n", "[CALIBRATE_ATMOSPHERE#HOT, CALIBRATE_WVR#HOT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_1#SW-01#FULL_RES_0 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[CO_v_0_2_1(ID=3768101)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.295643e+11 | \n", "2.295648e+11 | \n", "
| 9 | \n", "uid___A002_Xced5df_Xf9d9.small_09 | \n", "[CALIBRATE_ATMOSPHERE#HOT, CALIBRATE_WVR#HOT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_2#SW-01#FULL_RES_1 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.320078e+11 | \n", "2.320390e+11 | \n", "
| 10 | \n", "uid___A002_Xced5df_Xf9d9.small_10 | \n", "[CALIBRATE_ATMOSPHERE#HOT, CALIBRATE_WVR#HOT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_3#SW-01#FULL_RES_2 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[H2CO_Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.161367e+11 | \n", "2.161406e+11 | \n", "
| 11 | \n", "uid___A002_Xced5df_Xf9d9.small_11 | \n", "[CALIBRATE_ATMOSPHERE#HOT, CALIBRATE_WVR#HOT] | \n", "(135, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[10, 12, 14, 16, 18, 2, 4, 6, 8] | \n", "X1204293883#ALMA_RB_06#BB_4#SW-01#FULL_RES_3 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[C18O_2_1(ID=3768339)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.179697e+11 | \n", "2.179736e+11 | \n", "
| 12 | \n", "uid___A002_Xced5df_Xf9d9.small_12 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_1#SW-01#FULL_RES_0 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[CO_v_0_2_1(ID=3768101)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.295643e+11 | \n", "2.295648e+11 | \n", "
| 13 | \n", "uid___A002_Xced5df_Xf9d9.small_13 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_2#SW-01#FULL_RES_1 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.320078e+11 | \n", "2.320390e+11 | \n", "
| 14 | \n", "uid___A002_Xced5df_Xf9d9.small_14 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_3#SW-01#FULL_RES_2 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[H2CO_Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.161367e+11 | \n", "2.161406e+11 | \n", "
| 15 | \n", "uid___A002_Xced5df_Xf9d9.small_15 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_4#SW-01#FULL_RES_3 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[C18O_2_1(ID=3768339)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.179697e+11 | \n", "2.179736e+11 | \n", "
| 16 | \n", "uid___A002_Xced5df_Xf9d9.small_16 | \n", "[OBSERVE_TARGET#ON_SOURCE] | \n", "(5850, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_1#SW-01#FULL_RES_0 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[CO_v_0_2_1(ID=3768101)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.295643e+11 | \n", "2.295648e+11 | \n", "
| 17 | \n", "uid___A002_Xced5df_Xf9d9.small_17 | \n", "[OBSERVE_TARGET#ON_SOURCE] | \n", "(5850, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_2#SW-01#FULL_RES_1 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.320078e+11 | \n", "2.320390e+11 | \n", "
| 18 | \n", "uid___A002_Xced5df_Xf9d9.small_18 | \n", "[OBSERVE_TARGET#ON_SOURCE] | \n", "(5850, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_3#SW-01#FULL_RES_2 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[H2CO_Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.161367e+11 | \n", "2.161406e+11 | \n", "
| 19 | \n", "uid___A002_Xced5df_Xf9d9.small_19 | \n", "[OBSERVE_TARGET#ON_SOURCE] | \n", "(5850, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_4#SW-01#FULL_RES_3 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[C18O_2_1(ID=3768339)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.179697e+11 | \n", "2.179736e+11 | \n", "
| \n", " | name | \n", "scan_intents | \n", "shape | \n", "execution_block_UID | \n", "polarization | \n", "scan_name | \n", "spw_name | \n", "spw_intents | \n", "field_name | \n", "source_name | \n", "line_name | \n", "field_coords | \n", "session_reference_UID | \n", "scheduling_block_UID | \n", "project_UID | \n", "start_frequency | \n", "end_frequency | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "uid___A002_Xced5df_Xf9d9.small_12 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_1#SW-01#FULL_RES_0 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[CO_v_0_2_1(ID=3768101)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.295643e+11 | \n", "2.295648e+11 | \n", "
| 1 | \n", "uid___A002_Xced5df_Xf9d9.small_13 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_2#SW-01#FULL_RES_1 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.320078e+11 | \n", "2.320390e+11 | \n", "
| 2 | \n", "uid___A002_Xced5df_Xf9d9.small_14 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_3#SW-01#FULL_RES_2 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[H2CO_Continuum(ID=0)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.161367e+11 | \n", "2.161406e+11 | \n", "
| 3 | \n", "uid___A002_Xced5df_Xf9d9.small_15 | \n", "[OBSERVE_TARGET#OFF_SOURCE] | \n", "(2844, 2, 3, 2) | \n", "uid://A002/Xced5df/Xf9d9 | \n", "[XX, YY] | \n", "[11, 13, 15, 17, 3, 5, 7, 9] | \n", "X1204293883#ALMA_RB_06#BB_4#SW-01#FULL_RES_3 | \n", "[UNSPECIFIED] | \n", "[NGC1097_1] | \n", "[NGC1097_1] | \n", "[C18O_2_1(ID=3768339)] | \n", "[icrs, 2h46m19.09s, -30d16m30.18s] | \n", "--- | \n", "uid://A001/X1284/X2621 | \n", "uid://A001/X1221/Xa61 | \n", "2.179697e+11 | \n", "2.179736e+11 | \n", "
<xarray.DataTree 'uid___A002_Xced5df_Xf9d9.small_13'>\n",
"Group: /uid___A002_Xced5df_Xf9d9.small_13\n",
"│ Dimensions: (time: 2844, antenna_name: 2, frequency: 3,\n",
"│ polarization: 2)\n",
"│ Coordinates:\n",
"│ * time (time) float64 23kB 1.53e+09 ... 1.53e+09\n",
"│ * antenna_name (antenna_name) <U9 72B 'PM01_T703' 'PM02_T701'\n",
"│ * frequency (frequency) float64 24B 2.32e+11 ... 2.32e+11\n",
"│ * polarization (polarization) <U2 16B 'XX' 'YY'\n",
"│ field_name (time) <U29 330kB dask.array<chunksize=(1422,), meta=np.ndarray>\n",
"│ scan_name (time) <U21 239kB dask.array<chunksize=(2844,), meta=np.ndarray>\n",
"│ telescope_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ Data variables:\n",
"│ EFFECTIVE_INTEGRATION_TIME (time, antenna_name) float64 46kB dask.array<chunksize=(2844, 2), meta=np.ndarray>\n",
"│ FLAG (time, antenna_name, frequency, polarization) bool 34kB dask.array<chunksize=(2844, 2, 3, 2), meta=np.ndarray>\n",
"│ SPECTRUM (time, antenna_name, frequency, polarization) float32 137kB dask.array<chunksize=(2844, 2, 3, 2), meta=np.ndarray>\n",
"│ TIME_CENTROID (time, antenna_name) float64 46kB dask.array<chunksize=(2844, 2), meta=np.ndarray>\n",
"│ WEIGHT (time, antenna_name, frequency, polarization) float32 137kB dask.array<chunksize=(2844, 2, 3, 2), meta=np.ndarray>\n",
"│ Attributes:\n",
"│ creation_date: 2026-01-21T18:05:12.012836+00:00\n",
"│ creator: {'software_name': 'xradio', 'version': '1.1.12a0'}\n",
"│ data_groups: {'base': {'correlated_data': 'SPECTRUM', 'date': '2026...\n",
"│ observation_info: {'execution_block_UID': 'uid://A002/Xced5df/Xf9d9', 'o...\n",
"│ processor_info: {'sub_type': 'ALMA_ACA', 'type': 'CORRELATOR'}\n",
"│ schema_version: 4.0.0\n",
"│ type: spectrum\n",
"├── Group: /uid___A002_Xced5df_Xf9d9.small_13/antenna_xds\n",
"│ Dimensions: (antenna_name: 2, cartesian_pos_label: 3,\n",
"│ receptor_label: 2)\n",
"│ Coordinates:\n",
"│ * cartesian_pos_label (cartesian_pos_label) <U1 12B 'x' 'y' 'z'\n",
"│ * receptor_label (receptor_label) <U5 40B 'pol_0' 'pol_1'\n",
"│ mount (antenna_name) <U6 48B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ polarization_type (antenna_name, receptor_label) <U1 16B dask.array<chunksize=(2, 2), meta=np.ndarray>\n",
"│ station_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ telescope_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ Data variables:\n",
"│ ANTENNA_DISH_DIAMETER (antenna_name) float64 16B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ ANTENNA_POSITION (antenna_name, cartesian_pos_label) float64 48B dask.array<chunksize=(2, 3), meta=np.ndarray>\n",
"│ ANTENNA_RECEPTOR_ANGLE (antenna_name, receptor_label) float64 32B dask.array<chunksize=(2, 2), meta=np.ndarray>\n",
"│ Attributes:\n",
"│ overall_telescope_name: ALMA\n",
"│ relocatable_antennas: True\n",
"│ type: antenna\n",
"├── Group: /uid___A002_Xced5df_Xf9d9.small_13/field_and_source_base_xds\n",
"│ Dimensions: (field_name: 1, sky_dir_label: 2,\n",
"│ line_label: 1)\n",
"│ Coordinates:\n",
"│ * field_name (field_name) <U29 116B 'NGC1097_1'\n",
"│ * sky_dir_label (sky_dir_label) <U3 24B 'ra' 'dec'\n",
"│ * line_label (line_label) <U21 84B '0'\n",
"│ line_name (field_name, line_label) <U15 60B dask.array<chunksize=(1, 1), meta=np.ndarray>\n",
"│ source_name (field_name) <U29 116B dask.array<chunksize=(1,), meta=np.ndarray>\n",
"│ Data variables:\n",
"│ FIELD_REFERENCE_CENTER_DIRECTION (field_name, sky_dir_label) float64 16B dask.array<chunksize=(1, 2), meta=np.ndarray>\n",
"│ LINE_REST_FREQUENCY (field_name, line_label) float64 8B dask.array<chunksize=(1, 1), meta=np.ndarray>\n",
"│ LINE_SYSTEMIC_VELOCITY (field_name, line_label) float64 8B dask.array<chunksize=(1, 1), meta=np.ndarray>\n",
"│ SOURCE_DIRECTION (field_name, sky_dir_label) float64 16B dask.array<chunksize=(1, 2), meta=np.ndarray>\n",
"│ Attributes:\n",
"│ type: field_and_source\n",
"├── Group: /uid___A002_Xced5df_Xf9d9.small_13/pointing_xds\n",
"│ Dimensions: (time_pointing: 75400, antenna_name: 2,\n",
"│ local_sky_dir_label: 2)\n",
"│ Coordinates:\n",
"│ * time_pointing (time_pointing) float64 603kB 1.53e+09 ... 1.53e+09\n",
"│ * local_sky_dir_label (local_sky_dir_label) <U3 24B 'az' 'alt'\n",
"│ Data variables:\n",
"│ POINTING_BEAM (time_pointing, antenna_name, local_sky_dir_label) float64 2MB dask.array<chunksize=(75400, 2, 2), meta=np.ndarray>\n",
"│ POINTING_DISH_MEASURED (time_pointing, antenna_name, local_sky_dir_label) float64 2MB dask.array<chunksize=(75400, 2, 2), meta=np.ndarray>\n",
"│ POINTING_OVER_THE_TOP (time_pointing, antenna_name) bool 151kB dask.array<chunksize=(75400, 2), meta=np.ndarray>\n",
"│ Attributes:\n",
"│ type: pointing\n",
"├── Group: /uid___A002_Xced5df_Xf9d9.small_13/system_calibration_xds\n",
"│ Dimensions: (antenna_name: 2, time_system_cal: 9,\n",
"│ receptor_label: 2, frequency_system_cal: 128)\n",
"│ Coordinates:\n",
"│ * time_system_cal (time_system_cal) float64 72B 1.53e+09 ... 3.623e+09\n",
"│ * receptor_label (receptor_label) <U5 40B 'pol_0' 'pol_1'\n",
"│ * frequency_system_cal (frequency_system_cal) int64 1kB 0 1 2 ... 125 126 127\n",
"│ antenna_id (antenna_name) int32 8B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ mount (antenna_name) <U6 48B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ polarization_type (antenna_name, receptor_label) <U1 16B dask.array<chunksize=(2, 2), meta=np.ndarray>\n",
"│ station_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ telescope_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
"│ Data variables:\n",
"│ TCAL (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
"│ TRX (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
"│ TSKY (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
"│ TSYS (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
"│ Attributes:\n",
"│ type: system_calibration\n",
"└── Group: /uid___A002_Xced5df_Xf9d9.small_13/weather_xds\n",
" Dimensions: (station_name: 6, time_weather: 1321,\n",
" cartesian_pos_label: 3)\n",
" Coordinates:\n",
" * station_name (station_name) <U10 240B 'Station_4' ... 'Station_12'\n",
" * time_weather (time_weather) float64 11kB 1.53e+09 ... 1.53e+09\n",
" * cartesian_pos_label (cartesian_pos_label) <U1 12B 'x' 'y' 'z'\n",
" Data variables:\n",
" DEW_POINT (station_name, time_weather) float64 63kB dask.array<chunksize=(6, 1321), meta=np.ndarray>\n",
" PRESSURE (station_name, time_weather) float64 63kB dask.array<chunksize=(6, 1321), meta=np.ndarray>\n",
" REL_HUMIDITY (station_name, time_weather) float64 63kB dask.array<chunksize=(6, 1321), meta=np.ndarray>\n",
" STATION_POSITION (station_name, cartesian_pos_label) float64 144B dask.array<chunksize=(6, 3), meta=np.ndarray>\n",
" TEMPERATURE (station_name, time_weather) float64 63kB dask.array<chunksize=(6, 1321), meta=np.ndarray>\n",
" WIND_DIRECTION (station_name, time_weather) float64 63kB dask.array<chunksize=(6, 1321), meta=np.ndarray>\n",
" WIND_SPEED (station_name, time_weather) float64 63kB dask.array<chunksize=(6, 1321), meta=np.ndarray>\n",
" Attributes:\n",
" type: weather<xarray.DataTree 'antenna_xds'>\n",
"Group: /uid___A002_Xced5df_Xf9d9.small_13/antenna_xds\n",
" Dimensions: (time: 2844, antenna_name: 2, frequency: 3,\n",
" polarization: 2, cartesian_pos_label: 3,\n",
" receptor_label: 2)\n",
" Coordinates:\n",
" * cartesian_pos_label (cartesian_pos_label) <U1 12B 'x' 'y' 'z'\n",
" * receptor_label (receptor_label) <U5 40B 'pol_0' 'pol_1'\n",
" mount (antenna_name) <U6 48B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" polarization_type (antenna_name, receptor_label) <U1 16B dask.array<chunksize=(2, 2), meta=np.ndarray>\n",
" station_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" telescope_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" Inherited coordinates:\n",
" * antenna_name (antenna_name) <U9 72B 'PM01_T703' 'PM02_T701'\n",
" * frequency (frequency) float64 24B 2.32e+11 2.32e+11 2.32e+11\n",
" * polarization (polarization) <U2 16B 'XX' 'YY'\n",
" * time (time) float64 23kB 1.53e+09 1.53e+09 ... 1.53e+09\n",
" Data variables:\n",
" ANTENNA_DISH_DIAMETER (antenna_name) float64 16B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" ANTENNA_POSITION (antenna_name, cartesian_pos_label) float64 48B dask.array<chunksize=(2, 3), meta=np.ndarray>\n",
" ANTENNA_RECEPTOR_ANGLE (antenna_name, receptor_label) float64 32B dask.array<chunksize=(2, 2), meta=np.ndarray>\n",
" Attributes:\n",
" overall_telescope_name: ALMA\n",
" relocatable_antennas: True\n",
" type: antenna<xarray.DataTree 'pointing_xds'>\n",
"Group: /uid___A002_Xced5df_Xf9d9.small_13/pointing_xds\n",
" Dimensions: (time: 2844, antenna_name: 2, frequency: 3,\n",
" polarization: 2, time_pointing: 75400,\n",
" local_sky_dir_label: 2)\n",
" Coordinates:\n",
" * time_pointing (time_pointing) float64 603kB 1.53e+09 ... 1.53e+09\n",
" * local_sky_dir_label (local_sky_dir_label) <U3 24B 'az' 'alt'\n",
" Inherited coordinates:\n",
" * antenna_name (antenna_name) <U9 72B 'PM01_T703' 'PM02_T701'\n",
" * frequency (frequency) float64 24B 2.32e+11 2.32e+11 2.32e+11\n",
" * polarization (polarization) <U2 16B 'XX' 'YY'\n",
" * time (time) float64 23kB 1.53e+09 1.53e+09 ... 1.53e+09\n",
" Data variables:\n",
" POINTING_BEAM (time_pointing, antenna_name, local_sky_dir_label) float64 2MB dask.array<chunksize=(75400, 2, 2), meta=np.ndarray>\n",
" POINTING_DISH_MEASURED (time_pointing, antenna_name, local_sky_dir_label) float64 2MB dask.array<chunksize=(75400, 2, 2), meta=np.ndarray>\n",
" POINTING_OVER_THE_TOP (time_pointing, antenna_name) bool 151kB dask.array<chunksize=(75400, 2), meta=np.ndarray>\n",
" Attributes:\n",
" type: pointing<xarray.DataTree 'system_calibration_xds'>\n",
"Group: /uid___A002_Xced5df_Xf9d9.small_13/system_calibration_xds\n",
" Dimensions: (time: 2844, antenna_name: 2, frequency: 3,\n",
" polarization: 2, time_system_cal: 9,\n",
" receptor_label: 2, frequency_system_cal: 128)\n",
" Coordinates:\n",
" * time_system_cal (time_system_cal) float64 72B 1.53e+09 ... 3.623e+09\n",
" * receptor_label (receptor_label) <U5 40B 'pol_0' 'pol_1'\n",
" * frequency_system_cal (frequency_system_cal) int64 1kB 0 1 2 ... 125 126 127\n",
" antenna_id (antenna_name) int32 8B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" mount (antenna_name) <U6 48B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" polarization_type (antenna_name, receptor_label) <U1 16B dask.array<chunksize=(2, 2), meta=np.ndarray>\n",
" station_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" telescope_name (antenna_name) <U4 32B dask.array<chunksize=(2,), meta=np.ndarray>\n",
" Inherited coordinates:\n",
" * antenna_name (antenna_name) <U9 72B 'PM01_T703' 'PM02_T701'\n",
" * frequency (frequency) float64 24B 2.32e+11 2.32e+11 2.32e+11\n",
" * polarization (polarization) <U2 16B 'XX' 'YY'\n",
" * time (time) float64 23kB 1.53e+09 1.53e+09 ... 1.53e+09\n",
" Data variables:\n",
" TCAL (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
" TRX (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
" TSKY (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
" TSYS (antenna_name, time_system_cal, receptor_label, frequency_system_cal) float64 37kB dask.array<chunksize=(2, 9, 2, 128), meta=np.ndarray>\n",
" Attributes:\n",
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