diff --git a/jupyter/testing_ananke.ipynb b/jupyter/testing_ananke.ipynb index f9dd986..9c54d4c 100644 --- a/jupyter/testing_ananke.ipynb +++ b/jupyter/testing_ananke.ipynb @@ -9,7 +9,7 @@ { "data": { "text/plain": [ - "'0.1.0.dev1'" + "'0.1.0b1'" ] }, "execution_count": 1, @@ -41,7 +41,7 @@ { "data": { "text/plain": [ - "dict_keys(['pos3', 'vel3', 'mass', 'age', 'feh', 'helium', 'carbon', 'nitrogen', 'oxygen', 'neon', 'magnesium', 'silicon', 'sulphur', 'calcium', 'alpha', 'parentid', 'dform', 'log10_NH'])" + "dict_keys(['pos3', 'vel3', 'mass', 'age', 'feh', 'helium', 'carbon', 'nitrogen', 'oxygen', 'neon', 'magnesium', 'silicon', 'sulphur', 'calcium', 'alpha', 'parentid', 'dform', 'id', 'log10_NH'])" ] }, "execution_count": 2, @@ -247,6 +247,14 @@ " | \n", " | Parameters\n", " | ----------\n", + " | input_dir : string\n", + " | output_dir : string\n", + " | i_o_dir : string\n", + " | Optional arguments to specify paths for the directories where\n", + " | ananke should generate input and output data. If the i_o_dir\n", + " | keyword argument is provided, it overrides any path given to\n", + " | the input_dir and output_dir keyword arguments.\n", + " | \n", " | k_factor : float\n", " | Scaling factor applied to the kernels lengths to adjust all\n", " | the kernels sizes uniformly. Lower values reduces the kernels\n", @@ -290,7 +298,7 @@ " | display_extinction_docs() from builtins.type\n", " | Print the ExtinctionDriver constructor docstring\n", " | \n", - " | make_dummy_particles_input(n_parts=100000) from builtins.type\n", + " | make_dummy_particles_input(n_parts=100000, with_densities=False) from builtins.type\n", " | Generate an example dummy input particles dictionary for Ananke\n", " | made of randomly generated arrays.\n", " | \n", @@ -384,9 +392,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/athob/miniconda3/envs/main/lib/python3.10/site-packages/ananke/utils.py:21: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", + "/home/athob/miniconda3/envs/main/lib/python3.10/site-packages/ananke/utils.py:23: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " self._record_of_all_used_keys = set()\n", - "/home/athob/miniconda3/envs/main/lib/python3.10/site-packages/ananke/utils.py:21: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", + "/home/athob/miniconda3/envs/main/lib/python3.10/site-packages/ananke/utils.py:23: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " self._record_of_all_used_keys = set()\n" ] } @@ -434,118 +442,118 @@ "Particle Type = 1 First node number = 1\n", " Last node number = 199999\n", "Total number of nodes = 199999\n", - "Treebuild time = 0.084609 s \n", + "Treebuild time = 0.082261 s \n", "\n", "Density Calculation. Smoothing .....\n", - "Evaluated = 1 % Time Left = 0.632307 s of 0.638700 s Par no = 96805 Density = 4.540412e-02 \n", - "Evaluated = 2 % Time Left = 0.602645 s of 0.614950 s Par no = 55454 Density = 4.964532e-03 \n", - "Evaluated = 3 % Time Left = 0.621408 s of 0.640633 s Par no = 27717 Density = 1.827217e-01 \n", - "Evaluated = 4 % Time Left = 0.623538 s of 0.649525 s Par no = 42234 Density = 2.712376e-02 \n", - "Evaluated = 5 % Time Left = 0.614625 s of 0.646980 s Par no = 99785 Density = 2.988042e-01 \n", - "Evaluated = 6 % Time Left = 0.611792 s of 0.650850 s Par no = 88021 Density = 1.791133e-01 \n", - "Evaluated = 7 % Time Left = 0.620197 s of 0.666886 s Par no = 75708 Density = 1.165057e-01 \n", - "Evaluated = 8 % Time Left = 0.608654 s of 0.661587 s Par no = 45579 Density = 7.255409e-02 \n", - "Evaluated = 9 % Time Left = 0.592869 s of 0.651511 s Par no = 30351 Density = 8.828936e-02 \n", - "Evaluated = 10 % Time Left = 0.597062 s of 0.663410 s Par no = 89176 Density = 1.775999e-01 \n", - "Evaluated = 11 % Time Left = 0.590282 s of 0.663245 s Par no = 60361 Density = 8.299880e-02 \n", - "Evaluated = 12 % Time Left = 0.592292 s of 0.673067 s Par no = 90082 Density = 2.203585e-01 \n", - "Evaluated = 13 % Time Left = 0.589184 s of 0.677231 s Par no = 26814 Density = 1.910994e-02 \n", - "Evaluated = 14 % Time Left = 0.579117 s of 0.673400 s Par no = 74297 Density = 2.157651e-02 \n", - "Evaluated = 15 % Time Left = 0.577058 s of 0.678900 s Par no = 94905 Density = 9.119636e-02 \n", - "Evaluated = 16 % Time Left = 0.573262 s of 0.682462 s Par no = 51653 Density = 9.666828e-02 \n", - "Evaluated = 17 % Time Left = 0.567205 s of 0.683388 s Par no = 39308 Density = 1.287775e-01 \n", - "Evaluated = 18 % Time Left = 0.560495 s of 0.683539 s Par no = 7800 Density = 4.130107e-02 \n", - "Evaluated = 19 % Time Left = 0.551480 s of 0.680847 s Par no = 42838 Density = 5.914273e-02 \n", - "Evaluated = 20 % Time Left = 0.543965 s of 0.679965 s Par no = 49016 Density = 1.554842e-01 \n", - "Evaluated = 21 % Time Left = 0.537092 s of 0.679871 s Par no = 29173 Density = 5.981782e-02 \n", - "Evaluated = 22 % Time Left = 0.527412 s of 0.676177 s Par no = 14018 Density = 4.713365e-02 \n", - "Evaluated = 23 % Time Left = 0.519034 s of 0.674078 s Par no = 90617 Density = 4.088211e-02 \n", - "Evaluated = 24 % Time Left = 0.514393 s of 0.676842 s Par no = 20588 Density = 1.273881e-01 \n", - "Evaluated = 25 % Time Left = 0.509909 s of 0.679888 s Par no = 15465 Density = 1.274245e-01 \n", - "Evaluated = 26 % Time Left = 0.506665 s of 0.684692 s Par no = 99360 Density = 2.044210e-01 \n", - "Evaluated = 27 % Time Left = 0.499759 s of 0.684611 s Par no = 71132 Density = 2.079416e-02 \n", - "Evaluated = 28 % Time Left = 0.491591 s of 0.682775 s Par no = 6665 Density = 4.366050e-03 \n", - "Evaluated = 29 % Time Left = 0.486892 s of 0.685772 s Par no = 44439 Density = 1.463732e-01 \n", - "Evaluated = 30 % Time Left = 0.483826 s of 0.691190 s Par no = 6386 Density = 1.825201e-01 \n", - "Evaluated = 31 % Time Left = 0.477934 s of 0.692668 s Par no = 2716 Density = 1.495581e-01 \n", - "Evaluated = 32 % Time Left = 0.471244 s of 0.693016 s Par no = 69470 Density = 6.785187e-02 \n", - "Evaluated = 33 % Time Left = 0.465862 s of 0.695327 s Par no = 95884 Density = 1.793627e-01 \n", - "Evaluated = 34 % Time Left = 0.458893 s of 0.695303 s Par no = 73768 Density = 1.295312e-02 \n", - "Evaluated = 35 % Time Left = 0.454891 s of 0.699843 s Par no = 47898 Density = 1.088661e-01 \n", - "Evaluated = 36 % Time Left = 0.448555 s of 0.700878 s Par no = 66396 Density = 3.959185e-02 \n", - "Evaluated = 37 % Time Left = 0.442871 s of 0.702981 s Par no = 16463 Density = 1.572218e-01 \n", - "Evaluated = 38 % Time Left = 0.437793 s of 0.706129 s Par no = 55669 Density = 1.712036e-01 \n", - "Evaluated = 39 % Time Left = 0.431688 s of 0.707697 s Par no = 97705 Density = 1.234432e-01 \n", - "Evaluated = 40 % Time Left = 0.423659 s of 0.706110 s Par no = 43442 Density = 6.719715e-02 \n", - "Evaluated = 41 % Time Left = 0.416619 s of 0.706146 s Par no = 10242 Density = 2.102901e-01 \n", - "Evaluated = 42 % Time Left = 0.411391 s of 0.709307 s Par no = 40929 Density = 1.391802e-01 \n", - "Evaluated = 43 % Time Left = 0.405441 s of 0.711312 s Par no = 5720 Density = 6.551556e-02 \n", - "Evaluated = 44 % Time Left = 0.397968 s of 0.710670 s Par no = 66730 Density = 9.093652e-02 \n", - "Evaluated = 45 % Time Left = 0.392026 s of 0.712787 s Par no = 48819 Density = 2.248661e-01 \n", - "Evaluated = 46 % Time Left = 0.386118 s of 0.715046 s Par no = 32014 Density = 9.211309e-02 \n", - "Evaluated = 47 % Time Left = 0.378619 s of 0.714389 s Par no = 31533 Density = 2.932794e-02 \n", - "Evaluated = 48 % Time Left = 0.370534 s of 0.712579 s Par no = 86677 Density = 1.263195e-01 \n", - "Evaluated = 49 % Time Left = 0.363817 s of 0.713382 s Par no = 81951 Density = 8.802209e-02 \n", - "Evaluated = 50 % Time Left = 0.357038 s of 0.714090 s Par no = 80149 Density = 1.559105e-01 \n", - "Evaluated = 51 % Time Left = 0.349373 s of 0.713022 s Par no = 25229 Density = 5.093941e-02 \n", - "Evaluated = 52 % Time Left = 0.342154 s of 0.712837 s Par no = 89731 Density = 4.987880e-02 \n", - "Evaluated = 53 % Time Left = 0.335236 s of 0.713283 s Par no = 76366 Density = 1.511493e-01 \n", - "Evaluated = 54 % Time Left = 0.327789 s of 0.712600 s Par no = 73159 Density = 1.548675e-02 \n", - "Evaluated = 55 % Time Left = 0.320368 s of 0.711944 s Par no = 54007 Density = 8.763472e-02 \n", - "Evaluated = 56 % Time Left = 0.312922 s of 0.711204 s Par no = 36235 Density = 5.465963e-02 \n", - "Evaluated = 57 % Time Left = 0.305480 s of 0.710435 s Par no = 62068 Density = 4.050222e-02 \n", - "Evaluated = 58 % Time Left = 0.297459 s of 0.708253 s Par no = 37661 Density = 2.656842e-02 \n", - "Evaluated = 59 % Time Left = 0.290429 s of 0.708380 s Par no = 67914 Density = 1.940649e-01 \n", - "Evaluated = 60 % Time Left = 0.283903 s of 0.709775 s Par no = 64732 Density = 5.859732e-02 \n", - "Evaluated = 61 % Time Left = 0.276049 s of 0.707836 s Par no = 88788 Density = 7.161248e-03 \n", - "Evaluated = 62 % Time Left = 0.269066 s of 0.708087 s Par no = 44083 Density = 2.877788e-02 \n", - "Evaluated = 63 % Time Left = 0.261585 s of 0.707005 s Par no = 14045 Density = 3.265437e-02 \n", - "Evaluated = 64 % Time Left = 0.253791 s of 0.704995 s Par no = 93621 Density = 5.216300e-02 \n", - "Evaluated = 65 % Time Left = 0.246168 s of 0.703358 s Par no = 9132 Density = 8.411559e-02 \n", - "Evaluated = 66 % Time Left = 0.239376 s of 0.704068 s Par no = 702 Density = 1.110411e-02 \n", - "Evaluated = 67 % Time Left = 0.232592 s of 0.704846 s Par no = 45670 Density = 2.465221e-02 \n", - "Evaluated = 68 % Time Left = 0.225193 s of 0.703750 s Par no = 53860 Density = 1.580593e-02 \n", - "Evaluated = 69 % Time Left = 0.218125 s of 0.703651 s Par no = 79719 Density = 4.454535e-02 \n", - "Evaluated = 70 % Time Left = 0.210700 s of 0.702356 s Par no = 96401 Density = 1.035200e-02 \n", - "Evaluated = 71 % Time Left = 0.203375 s of 0.701317 s Par no = 48105 Density = 3.704986e-02 \n", - "Evaluated = 72 % Time Left = 0.196080 s of 0.700311 s Par no = 75056 Density = 2.642116e-02 \n", - "Evaluated = 73 % Time Left = 0.188959 s of 0.699873 s Par no = 97912 Density = 1.775965e-01 \n", - "Evaluated = 74 % Time Left = 0.181676 s of 0.698781 s Par no = 87879 Density = 7.451770e-02 \n", - "Evaluated = 75 % Time Left = 0.174729 s of 0.698943 s Par no = 85159 Density = 1.462781e-02 \n", - "Evaluated = 76 % Time Left = 0.167802 s of 0.699203 s Par no = 78132 Density = 5.302112e-02 \n", - "Evaluated = 77 % Time Left = 0.160596 s of 0.698273 s Par no = 21990 Density = 3.497640e-03 \n", - "Evaluated = 78 % Time Left = 0.153372 s of 0.697176 s Par no = 16462 Density = 2.482335e-02 \n", - "Evaluated = 79 % Time Left = 0.146227 s of 0.696354 s Par no = 22311 Density = 3.571432e-02 \n", - "Evaluated = 80 % Time Left = 0.138945 s of 0.694759 s Par no = 43269 Density = 1.776266e-02 \n", - "Evaluated = 81 % Time Left = 0.132238 s of 0.696027 s Par no = 43142 Density = 1.532302e-02 \n", - "Evaluated = 82 % Time Left = 0.125216 s of 0.695683 s Par no = 52197 Density = 3.049043e-02 \n", - "Evaluated = 83 % Time Left = 0.118063 s of 0.694527 s Par no = 74476 Density = 1.449572e-01 \n", - "Evaluated = 84 % Time Left = 0.111058 s of 0.694156 s Par no = 8891 Density = 1.050831e-02 \n", - "Evaluated = 85 % Time Left = 0.104078 s of 0.693899 s Par no = 1559 Density = 1.452041e-03 \n", - "Evaluated = 86 % Time Left = 0.097046 s of 0.693236 s Par no = 20602 Density = 2.028736e-01 \n", - "Evaluated = 87 % Time Left = 0.090166 s of 0.693640 s Par no = 54383 Density = 2.137116e-01 \n", - "Evaluated = 88 % Time Left = 0.083412 s of 0.695156 s Par no = 70246 Density = 2.757094e-03 \n", - "Evaluated = 89 % Time Left = 0.076499 s of 0.695508 s Par no = 51472 Density = 5.058417e-04 \n", - "Evaluated = 90 % Time Left = 0.069476 s of 0.694829 s Par no = 66269 Density = 3.630537e-02 \n", - "Evaluated = 91 % Time Left = 0.062606 s of 0.695697 s Par no = 62858 Density = 1.776032e-01 \n", - "Evaluated = 92 % Time Left = 0.055759 s of 0.697078 s Par no = 84061 Density = 1.439861e-01 \n", - "Evaluated = 93 % Time Left = 0.048830 s of 0.697670 s Par no = 78610 Density = 4.029672e-03 \n", - "Evaluated = 94 % Time Left = 0.041874 s of 0.698014 s Par no = 3871 Density = 1.597447e-01 \n", - "Evaluated = 95 % Time Left = 0.034942 s of 0.698974 s Par no = 68736 Density = 1.582606e-01 \n", - "Evaluated = 96 % Time Left = 0.027992 s of 0.699968 s Par no = 30472 Density = 6.743144e-02 \n", - "Evaluated = 97 % Time Left = 0.020997 s of 0.700129 s Par no = 86838 Density = 1.353215e-03 \n", - "Evaluated = 98 % Time Left = 0.014010 s of 0.700834 s Par no = 92913 Density = 5.211163e-02 \n", - "Evaluated = 99 % Time Left = 0.007010 s of 0.701699 s Par no = 30015 Density = 9.179294e-04 \n", - "Evaluated = 100 % Time Left = -0.000007 s of 0.702917 s Par no = 86525 Density = 1.579017e-04 \n", + "Evaluated = 1 % Time Left = 0.590628 s of 0.596600 s Par no = 96805 Density = 4.540410e-02 \n", + "Evaluated = 2 % Time Left = 0.570354 s of 0.582000 s Par no = 55454 Density = 4.964532e-03 \n", + "Evaluated = 3 % Time Left = 0.593375 s of 0.611733 s Par no = 27717 Density = 1.827217e-01 \n", + "Evaluated = 4 % Time Left = 0.600330 s of 0.625350 s Par no = 42234 Density = 2.712376e-02 \n", + "Evaluated = 5 % Time Left = 0.591711 s of 0.622860 s Par no = 99785 Density = 2.988041e-01 \n", + "Evaluated = 6 % Time Left = 0.590094 s of 0.627767 s Par no = 88021 Density = 1.791133e-01 \n", + "Evaluated = 7 % Time Left = 0.596349 s of 0.641243 s Par no = 75708 Density = 1.165058e-01 \n", + "Evaluated = 8 % Time Left = 0.589656 s of 0.640938 s Par no = 45579 Density = 7.255407e-02 \n", + "Evaluated = 9 % Time Left = 0.571090 s of 0.627578 s Par no = 30351 Density = 8.828940e-02 \n", + "Evaluated = 10 % Time Left = 0.569640 s of 0.632940 s Par no = 89176 Density = 1.775999e-01 \n", + "Evaluated = 11 % Time Left = 0.567514 s of 0.637664 s Par no = 60361 Density = 8.299880e-02 \n", + "Evaluated = 12 % Time Left = 0.561258 s of 0.637800 s Par no = 90082 Density = 2.203585e-01 \n", + "Evaluated = 13 % Time Left = 0.558373 s of 0.641815 s Par no = 26814 Density = 1.910994e-02 \n", + "Evaluated = 14 % Time Left = 0.552943 s of 0.642964 s Par no = 74297 Density = 2.157650e-02 \n", + "Evaluated = 15 % Time Left = 0.551173 s of 0.648447 s Par no = 94905 Density = 9.119637e-02 \n", + "Evaluated = 16 % Time Left = 0.546739 s of 0.650887 s Par no = 51653 Density = 9.666827e-02 \n", + "Evaluated = 17 % Time Left = 0.539825 s of 0.650400 s Par no = 39308 Density = 1.287775e-01 \n", + "Evaluated = 18 % Time Left = 0.533167 s of 0.650211 s Par no = 7800 Density = 4.130106e-02 \n", + "Evaluated = 19 % Time Left = 0.527474 s of 0.651211 s Par no = 42838 Density = 5.914273e-02 \n", + "Evaluated = 20 % Time Left = 0.524185 s of 0.655240 s Par no = 49016 Density = 1.554842e-01 \n", + "Evaluated = 21 % Time Left = 0.516947 s of 0.654371 s Par no = 29173 Density = 5.981781e-02 \n", + "Evaluated = 22 % Time Left = 0.508068 s of 0.651377 s Par no = 14018 Density = 4.713365e-02 \n", + "Evaluated = 23 % Time Left = 0.500356 s of 0.649822 s Par no = 90617 Density = 4.088211e-02 \n", + "Evaluated = 24 % Time Left = 0.495273 s of 0.651683 s Par no = 20588 Density = 1.273882e-01 \n", + "Evaluated = 25 % Time Left = 0.488687 s of 0.651592 s Par no = 15465 Density = 1.274245e-01 \n", + "Evaluated = 26 % Time Left = 0.483931 s of 0.653969 s Par no = 99360 Density = 2.044210e-01 \n", + "Evaluated = 27 % Time Left = 0.476145 s of 0.652263 s Par no = 71132 Density = 2.079416e-02 \n", + "Evaluated = 28 % Time Left = 0.468888 s of 0.651243 s Par no = 6665 Density = 4.366050e-03 \n", + "Evaluated = 29 % Time Left = 0.463366 s of 0.652638 s Par no = 44439 Density = 1.463732e-01 \n", + "Evaluated = 30 % Time Left = 0.456032 s of 0.651483 s Par no = 6386 Density = 1.825201e-01 \n", + "Evaluated = 31 % Time Left = 0.450272 s of 0.652577 s Par no = 2716 Density = 1.495581e-01 \n", + "Evaluated = 32 % Time Left = 0.443834 s of 0.652706 s Par no = 69470 Density = 6.785186e-02 \n", + "Evaluated = 33 % Time Left = 0.438754 s of 0.654867 s Par no = 95884 Density = 1.793627e-01 \n", + "Evaluated = 34 % Time Left = 0.432831 s of 0.655815 s Par no = 73768 Density = 1.295311e-02 \n", + "Evaluated = 35 % Time Left = 0.426733 s of 0.656523 s Par no = 47898 Density = 1.088661e-01 \n", + "Evaluated = 36 % Time Left = 0.420251 s of 0.656653 s Par no = 66396 Density = 3.959182e-02 \n", + "Evaluated = 37 % Time Left = 0.413728 s of 0.656722 s Par no = 16463 Density = 1.572219e-01 \n", + "Evaluated = 38 % Time Left = 0.408387 s of 0.658700 s Par no = 55669 Density = 1.712036e-01 \n", + "Evaluated = 39 % Time Left = 0.404082 s of 0.662441 s Par no = 97705 Density = 1.234431e-01 \n", + "Evaluated = 40 % Time Left = 0.397426 s of 0.662388 s Par no = 43442 Density = 6.719717e-02 \n", + "Evaluated = 41 % Time Left = 0.391084 s of 0.662866 s Par no = 10242 Density = 2.102901e-01 \n", + "Evaluated = 42 % Time Left = 0.387222 s of 0.667636 s Par no = 40929 Density = 1.391801e-01 \n", + "Evaluated = 43 % Time Left = 0.381637 s of 0.669551 s Par no = 5720 Density = 6.551556e-02 \n", + "Evaluated = 44 % Time Left = 0.375578 s of 0.670686 s Par no = 66730 Density = 9.093650e-02 \n", + "Evaluated = 45 % Time Left = 0.370003 s of 0.672744 s Par no = 48819 Density = 2.248662e-01 \n", + "Evaluated = 46 % Time Left = 0.364324 s of 0.674687 s Par no = 32014 Density = 9.211303e-02 \n", + "Evaluated = 47 % Time Left = 0.357665 s of 0.674853 s Par no = 31533 Density = 2.932794e-02 \n", + "Evaluated = 48 % Time Left = 0.350533 s of 0.674115 s Par no = 86677 Density = 1.263196e-01 \n", + "Evaluated = 49 % Time Left = 0.344265 s of 0.675043 s Par no = 81951 Density = 8.802203e-02 \n", + "Evaluated = 50 % Time Left = 0.337824 s of 0.675662 s Par no = 80149 Density = 1.559105e-01 \n", + "Evaluated = 51 % Time Left = 0.330924 s of 0.675369 s Par no = 25229 Density = 5.093940e-02 \n", + "Evaluated = 52 % Time Left = 0.324279 s of 0.675596 s Par no = 89731 Density = 4.987879e-02 \n", + "Evaluated = 53 % Time Left = 0.316943 s of 0.674360 s Par no = 76366 Density = 1.511493e-01 \n", + "Evaluated = 54 % Time Left = 0.310216 s of 0.674396 s Par no = 73159 Density = 1.548675e-02 \n", + "Evaluated = 55 % Time Left = 0.303693 s of 0.674887 s Par no = 54007 Density = 8.763468e-02 \n", + "Evaluated = 56 % Time Left = 0.297082 s of 0.675202 s Par no = 36235 Density = 5.465964e-02 \n", + "Evaluated = 57 % Time Left = 0.290033 s of 0.674511 s Par no = 62068 Density = 4.050222e-02 \n", + "Evaluated = 58 % Time Left = 0.282844 s of 0.673453 s Par no = 37661 Density = 2.656841e-02 \n", + "Evaluated = 59 % Time Left = 0.276319 s of 0.673964 s Par no = 67914 Density = 1.940650e-01 \n", + "Evaluated = 60 % Time Left = 0.269729 s of 0.674340 s Par no = 64732 Density = 5.859733e-02 \n", + "Evaluated = 61 % Time Left = 0.262394 s of 0.672823 s Par no = 88788 Density = 7.161247e-03 \n", + "Evaluated = 62 % Time Left = 0.255738 s of 0.673013 s Par no = 44083 Density = 2.877788e-02 \n", + "Evaluated = 63 % Time Left = 0.248780 s of 0.672397 s Par no = 14045 Density = 3.265437e-02 \n", + "Evaluated = 64 % Time Left = 0.241568 s of 0.671042 s Par no = 93621 Density = 5.216304e-02 \n", + "Evaluated = 65 % Time Left = 0.234591 s of 0.670280 s Par no = 9132 Density = 8.411558e-02 \n", + "Evaluated = 66 % Time Left = 0.228130 s of 0.670991 s Par no = 702 Density = 1.110411e-02 \n", + "Evaluated = 67 % Time Left = 0.221760 s of 0.672021 s Par no = 45670 Density = 2.465222e-02 \n", + "Evaluated = 68 % Time Left = 0.215103 s of 0.672218 s Par no = 53860 Density = 1.580594e-02 \n", + "Evaluated = 69 % Time Left = 0.208238 s of 0.671758 s Par no = 79719 Density = 4.454534e-02 \n", + "Evaluated = 70 % Time Left = 0.201322 s of 0.671096 s Par no = 96401 Density = 1.035200e-02 \n", + "Evaluated = 71 % Time Left = 0.194243 s of 0.669825 s Par no = 48105 Density = 3.704985e-02 \n", + "Evaluated = 72 % Time Left = 0.187338 s of 0.669089 s Par no = 75056 Density = 2.642116e-02 \n", + "Evaluated = 73 % Time Left = 0.180439 s of 0.668316 s Par no = 97912 Density = 1.775965e-01 \n", + "Evaluated = 74 % Time Left = 0.173617 s of 0.667784 s Par no = 87879 Density = 7.451770e-02 \n", + "Evaluated = 75 % Time Left = 0.166961 s of 0.667869 s Par no = 85159 Density = 1.462781e-02 \n", + "Evaluated = 76 % Time Left = 0.160378 s of 0.668271 s Par no = 78132 Density = 5.302111e-02 \n", + "Evaluated = 77 % Time Left = 0.153640 s of 0.668029 s Par no = 21990 Density = 3.497640e-03 \n", + "Evaluated = 78 % Time Left = 0.146645 s of 0.666600 s Par no = 16462 Density = 2.482335e-02 \n", + "Evaluated = 79 % Time Left = 0.139919 s of 0.666314 s Par no = 22311 Density = 3.571433e-02 \n", + "Evaluated = 80 % Time Left = 0.133088 s of 0.665473 s Par no = 43269 Density = 1.776266e-02 \n", + "Evaluated = 81 % Time Left = 0.126557 s of 0.666127 s Par no = 43142 Density = 1.532303e-02 \n", + "Evaluated = 82 % Time Left = 0.119841 s of 0.665818 s Par no = 52197 Density = 3.049044e-02 \n", + "Evaluated = 83 % Time Left = 0.113016 s of 0.664841 s Par no = 74476 Density = 1.449572e-01 \n", + "Evaluated = 84 % Time Left = 0.106371 s of 0.664862 s Par no = 8891 Density = 1.050831e-02 \n", + "Evaluated = 85 % Time Left = 0.099763 s of 0.665134 s Par no = 1559 Density = 1.452041e-03 \n", + "Evaluated = 86 % Time Left = 0.093057 s of 0.664742 s Par no = 20602 Density = 2.028736e-01 \n", + "Evaluated = 87 % Time Left = 0.086542 s of 0.665761 s Par no = 54383 Density = 2.137116e-01 \n", + "Evaluated = 88 % Time Left = 0.080118 s of 0.667705 s Par no = 70246 Density = 2.757094e-03 \n", + "Evaluated = 89 % Time Left = 0.073544 s of 0.668643 s Par no = 51472 Density = 5.058417e-04 \n", + "Evaluated = 90 % Time Left = 0.066893 s of 0.668994 s Par no = 66269 Density = 3.630538e-02 \n", + "Evaluated = 91 % Time Left = 0.060323 s of 0.670326 s Par no = 62858 Density = 1.776032e-01 \n", + "Evaluated = 92 % Time Left = 0.053737 s of 0.671796 s Par no = 84061 Density = 1.439860e-01 \n", + "Evaluated = 93 % Time Left = 0.047102 s of 0.672985 s Par no = 78610 Density = 4.029671e-03 \n", + "Evaluated = 94 % Time Left = 0.040401 s of 0.673457 s Par no = 3871 Density = 1.597447e-01 \n", + "Evaluated = 95 % Time Left = 0.033718 s of 0.674504 s Par no = 68736 Density = 1.582606e-01 \n", + "Evaluated = 96 % Time Left = 0.027035 s of 0.676036 s Par no = 30472 Density = 6.743146e-02 \n", + "Evaluated = 97 % Time Left = 0.020272 s of 0.675956 s Par no = 86838 Density = 1.353215e-03 \n", + "Evaluated = 98 % Time Left = 0.013518 s of 0.676245 s Par no = 92913 Density = 5.211164e-02 \n", + "Evaluated = 99 % Time Left = 0.006771 s of 0.677746 s Par no = 30015 Density = 9.179293e-04 \n", + "Evaluated = 100 % Time Left = -0.000007 s of 0.679011 s Par no = 86525 Density = 1.579017e-04 \n", "\n", - "Total Smoothing Time = 0.702956 s\n", + "Total Smoothing Time = 0.679053 s\n", "1 3\n", "\n", "writing snapshot file ....\n", "to_enbid_d3n64.est\n", "done with snapshot.\n", "\n", - "Total Time = 1.00412 s \n", + "Total Time = 0.948418 s \n", "\n", "Dimensions = 3\n", "Normalization constant of Kernel type 3: 0.596831\n", @@ -563,118 +571,118 @@ "Particle Type = 1 First node number = 1\n", " Last node number = 199999\n", "Total number of nodes = 199999\n", - "Treebuild time = 0.086097 s \n", + "Treebuild time = 0.089948 s \n", "\n", "Density Calculation. Smoothing .....\n", - "Evaluated = 1 % Time Left = 0.622308 s of 0.628600 s Par no = 3379 Density = 1.586355e-02 \n", - "Evaluated = 2 % Time Left = 0.623274 s of 0.636000 s Par no = 75725 Density = 4.756319e-02 \n", - "Evaluated = 3 % Time Left = 0.626678 s of 0.646067 s Par no = 95160 Density = 6.928091e-03 \n", - "Evaluated = 4 % Time Left = 0.627593 s of 0.653750 s Par no = 40983 Density = 2.235913e-02 \n", - "Evaluated = 5 % Time Left = 0.620989 s of 0.653680 s Par no = 61196 Density = 3.542700e-02 \n", - "Evaluated = 6 % Time Left = 0.619798 s of 0.659367 s Par no = 68808 Density = 4.706392e-02 \n", - "Evaluated = 7 % Time Left = 0.622655 s of 0.669529 s Par no = 54967 Density = 2.581413e-03 \n", - "Evaluated = 8 % Time Left = 0.609700 s of 0.662725 s Par no = 92704 Density = 1.288175e-02 \n", - "Evaluated = 9 % Time Left = 0.608915 s of 0.669144 s Par no = 40727 Density = 3.485199e-02 \n", - "Evaluated = 10 % Time Left = 0.604802 s of 0.672010 s Par no = 56891 Density = 2.531235e-02 \n", - "Evaluated = 11 % Time Left = 0.600573 s of 0.674809 s Par no = 5777 Density = 3.864953e-02 \n", - "Evaluated = 12 % Time Left = 0.591962 s of 0.672692 s Par no = 4039 Density = 3.381603e-02 \n", - "Evaluated = 13 % Time Left = 0.595000 s of 0.683915 s Par no = 99176 Density = 2.977309e-02 \n", - "Evaluated = 14 % Time Left = 0.588540 s of 0.684357 s Par no = 23426 Density = 2.395511e-02 \n", - "Evaluated = 15 % Time Left = 0.580005 s of 0.682367 s Par no = 18363 Density = 1.992155e-02 \n", - "Evaluated = 16 % Time Left = 0.570353 s of 0.679000 s Par no = 87665 Density = 1.640359e-03 \n", - "Evaluated = 17 % Time Left = 0.564906 s of 0.680618 s Par no = 14016 Density = 7.559446e-03 \n", - "Evaluated = 18 % Time Left = 0.555338 s of 0.677250 s Par no = 54692 Density = 2.281061e-03 \n", - "Evaluated = 19 % Time Left = 0.548862 s of 0.677616 s Par no = 17861 Density = 3.635737e-02 \n", - "Evaluated = 20 % Time Left = 0.543341 s of 0.679185 s Par no = 67475 Density = 4.535319e-02 \n", - "Evaluated = 21 % Time Left = 0.538137 s of 0.681195 s Par no = 8904 Density = 1.495583e-02 \n", - "Evaluated = 22 % Time Left = 0.533357 s of 0.683800 s Par no = 83588 Density = 2.024327e-02 \n", - "Evaluated = 23 % Time Left = 0.527403 s of 0.684948 s Par no = 31865 Density = 3.190889e-02 \n", - "Evaluated = 24 % Time Left = 0.519504 s of 0.683567 s Par no = 48390 Density = 2.340200e-02 \n", - "Evaluated = 25 % Time Left = 0.512051 s of 0.682744 s Par no = 62455 Density = 6.559847e-03 \n", - "Evaluated = 26 % Time Left = 0.506224 s of 0.684096 s Par no = 40761 Density = 4.604229e-02 \n", - "Evaluated = 27 % Time Left = 0.497753 s of 0.681863 s Par no = 76737 Density = 5.852960e-03 \n", - "Evaluated = 28 % Time Left = 0.488907 s of 0.679046 s Par no = 54978 Density = 3.478805e-03 \n", - "Evaluated = 29 % Time Left = 0.482992 s of 0.680279 s Par no = 96011 Density = 1.743980e-02 \n", - "Evaluated = 30 % Time Left = 0.476378 s of 0.680550 s Par no = 36915 Density = 2.532993e-02 \n", - "Evaluated = 31 % Time Left = 0.472187 s of 0.684339 s Par no = 588 Density = 2.564653e-02 \n", - "Evaluated = 32 % Time Left = 0.465483 s of 0.684544 s Par no = 31595 Density = 5.423155e-03 \n", - "Evaluated = 33 % Time Left = 0.458472 s of 0.684297 s Par no = 65882 Density = 9.776751e-03 \n", - "Evaluated = 34 % Time Left = 0.450758 s of 0.682976 s Par no = 36652 Density = 4.575477e-03 \n", - "Evaluated = 35 % Time Left = 0.443672 s of 0.682583 s Par no = 78212 Density = 1.707879e-02 \n", - "Evaluated = 36 % Time Left = 0.436774 s of 0.682469 s Par no = 98062 Density = 2.259785e-02 \n", - "Evaluated = 37 % Time Left = 0.430665 s of 0.683605 s Par no = 99847 Density = 1.371562e-02 \n", - "Evaluated = 38 % Time Left = 0.424781 s of 0.685142 s Par no = 40933 Density = 3.523312e-02 \n", - "Evaluated = 39 % Time Left = 0.418755 s of 0.686495 s Par no = 2518 Density = 3.364817e-02 \n", - "Evaluated = 40 % Time Left = 0.413261 s of 0.688780 s Par no = 78254 Density = 6.255044e-02 \n", - "Evaluated = 41 % Time Left = 0.408755 s of 0.692817 s Par no = 88151 Density = 4.831521e-02 \n", - "Evaluated = 42 % Time Left = 0.401863 s of 0.692879 s Par no = 1224 Density = 3.085156e-02 \n", - "Evaluated = 43 % Time Left = 0.396797 s of 0.696147 s Par no = 85166 Density = 1.231266e-02 \n", - "Evaluated = 44 % Time Left = 0.389577 s of 0.695686 s Par no = 90763 Density = 2.646071e-02 \n", - "Evaluated = 45 % Time Left = 0.382447 s of 0.695371 s Par no = 76867 Density = 5.733746e-03 \n", - "Evaluated = 46 % Time Left = 0.374892 s of 0.694257 s Par no = 65993 Density = 2.850425e-02 \n", - "Evaluated = 47 % Time Left = 0.367282 s of 0.692998 s Par no = 37327 Density = 7.533906e-03 \n", - "Evaluated = 48 % Time Left = 0.359296 s of 0.690967 s Par no = 23978 Density = 7.339587e-03 \n", - "Evaluated = 49 % Time Left = 0.351877 s of 0.689969 s Par no = 98943 Density = 1.799383e-03 \n", - "Evaluated = 50 % Time Left = 0.343561 s of 0.687136 s Par no = 54150 Density = 2.290839e-02 \n", - "Evaluated = 51 % Time Left = 0.335931 s of 0.685588 s Par no = 7580 Density = 1.406420e-02 \n", - "Evaluated = 52 % Time Left = 0.328665 s of 0.684733 s Par no = 65512 Density = 4.249471e-03 \n", - "Evaluated = 53 % Time Left = 0.320648 s of 0.682245 s Par no = 63408 Density = 3.415667e-03 \n", - "Evaluated = 54 % Time Left = 0.313591 s of 0.681735 s Par no = 56448 Density = 1.298454e-02 \n", - "Evaluated = 55 % Time Left = 0.305824 s of 0.679624 s Par no = 63701 Density = 1.132553e-03 \n", - "Evaluated = 56 % Time Left = 0.298460 s of 0.678334 s Par no = 95209 Density = 1.302888e-02 \n", - "Evaluated = 57 % Time Left = 0.292165 s of 0.679468 s Par no = 57672 Density = 4.024602e-02 \n", - "Evaluated = 58 % Time Left = 0.285040 s of 0.678683 s Par no = 21270 Density = 1.373904e-02 \n", - "Evaluated = 59 % Time Left = 0.277950 s of 0.677944 s Par no = 7187 Density = 2.129810e-02 \n", - "Evaluated = 60 % Time Left = 0.271020 s of 0.677567 s Par no = 57532 Density = 2.673977e-02 \n", - "Evaluated = 61 % Time Left = 0.264427 s of 0.678034 s Par no = 20643 Density = 3.174773e-02 \n", - "Evaluated = 62 % Time Left = 0.258072 s of 0.679155 s Par no = 8171 Density = 3.570614e-02 \n", - "Evaluated = 63 % Time Left = 0.251591 s of 0.679994 s Par no = 70708 Density = 2.276234e-02 \n", - "Evaluated = 64 % Time Left = 0.245031 s of 0.680659 s Par no = 86426 Density = 3.718382e-04 \n", - "Evaluated = 65 % Time Left = 0.238105 s of 0.680320 s Par no = 20171 Density = 9.558010e-03 \n", - "Evaluated = 66 % Time Left = 0.231469 s of 0.680812 s Par no = 79285 Density = 7.091322e-03 \n", - "Evaluated = 67 % Time Left = 0.224352 s of 0.679875 s Par no = 76449 Density = 4.521368e-03 \n", - "Evaluated = 68 % Time Left = 0.217246 s of 0.678916 s Par no = 90892 Density = 4.311953e-03 \n", - "Evaluated = 69 % Time Left = 0.210703 s of 0.679709 s Par no = 77427 Density = 1.956905e-02 \n", - "Evaluated = 70 % Time Left = 0.203839 s of 0.679486 s Par no = 63619 Density = 1.020839e-03 \n", - "Evaluated = 71 % Time Left = 0.196697 s of 0.678289 s Par no = 23141 Density = 1.147707e-02 \n", - "Evaluated = 72 % Time Left = 0.189513 s of 0.676857 s Par no = 97062 Density = 2.525904e-03 \n", - "Evaluated = 73 % Time Left = 0.182359 s of 0.675429 s Par no = 20151 Density = 3.074151e-03 \n", - "Evaluated = 74 % Time Left = 0.175378 s of 0.674555 s Par no = 16518 Density = 1.823752e-03 \n", - "Evaluated = 75 % Time Left = 0.168351 s of 0.673432 s Par no = 30015 Density = 1.477548e-03 \n", - "Evaluated = 76 % Time Left = 0.161685 s of 0.673716 s Par no = 69971 Density = 3.932012e-02 \n", - "Evaluated = 77 % Time Left = 0.155021 s of 0.674034 s Par no = 92629 Density = 2.091704e-02 \n", - "Evaluated = 78 % Time Left = 0.148637 s of 0.675654 s Par no = 83958 Density = 3.231096e-02 \n", - "Evaluated = 79 % Time Left = 0.142047 s of 0.676448 s Par no = 1207 Density = 6.786271e-03 \n", - "Evaluated = 80 % Time Left = 0.135080 s of 0.675433 s Par no = 75504 Density = 8.697630e-03 \n", - "Evaluated = 81 % Time Left = 0.128271 s of 0.675148 s Par no = 9731 Density = 4.173785e-03 \n", - "Evaluated = 82 % Time Left = 0.121388 s of 0.674413 s Par no = 51510 Density = 2.677194e-03 \n", - "Evaluated = 83 % Time Left = 0.114802 s of 0.675343 s Par no = 36411 Density = 2.679306e-02 \n", - "Evaluated = 84 % Time Left = 0.108036 s of 0.675264 s Par no = 32995 Density = 2.042019e-02 \n", - "Evaluated = 85 % Time Left = 0.101222 s of 0.674861 s Par no = 1296 Density = 1.403352e-02 \n", - "Evaluated = 86 % Time Left = 0.094734 s of 0.676721 s Par no = 15953 Density = 4.376418e-02 \n", - "Evaluated = 87 % Time Left = 0.088159 s of 0.678199 s Par no = 67362 Density = 3.897928e-02 \n", - "Evaluated = 88 % Time Left = 0.081546 s of 0.679607 s Par no = 1175 Density = 5.999018e-03 \n", - "Evaluated = 89 % Time Left = 0.074828 s of 0.680318 s Par no = 35183 Density = 1.744862e-02 \n", - "Evaluated = 90 % Time Left = 0.068206 s of 0.682131 s Par no = 57201 Density = 2.958058e-02 \n", - "Evaluated = 91 % Time Left = 0.061580 s of 0.684295 s Par no = 35155 Density = 1.742160e-02 \n", - "Evaluated = 92 % Time Left = 0.054847 s of 0.685672 s Par no = 98988 Density = 3.247329e-03 \n", - "Evaluated = 93 % Time Left = 0.047987 s of 0.685630 s Par no = 7049 Density = 1.366043e-02 \n", - "Evaluated = 94 % Time Left = 0.041207 s of 0.686904 s Par no = 63956 Density = 1.613105e-02 \n", - "Evaluated = 95 % Time Left = 0.034430 s of 0.688734 s Par no = 22220 Density = 3.321449e-02 \n", - "Evaluated = 96 % Time Left = 0.027578 s of 0.689617 s Par no = 53538 Density = 8.815587e-04 \n", - "Evaluated = 97 % Time Left = 0.020688 s of 0.689815 s Par no = 54890 Density = 2.194311e-02 \n", - "Evaluated = 98 % Time Left = 0.013788 s of 0.689743 s Par no = 10360 Density = 3.505276e-03 \n", - "Evaluated = 99 % Time Left = 0.006905 s of 0.691231 s Par no = 62553 Density = 2.918437e-02 \n", - "Evaluated = 100 % Time Left = -0.000007 s of 0.692297 s Par no = 98678 Density = 2.092983e-05 \n", + "Evaluated = 1 % Time Left = 0.632901 s of 0.639300 s Par no = 3379 Density = 1.586355e-02 \n", + "Evaluated = 2 % Time Left = 0.618080 s of 0.630700 s Par no = 75725 Density = 4.756318e-02 \n", + "Evaluated = 3 % Time Left = 0.629136 s of 0.648600 s Par no = 95160 Density = 6.928094e-03 \n", + "Evaluated = 4 % Time Left = 0.613698 s of 0.639275 s Par no = 40983 Density = 2.235913e-02 \n", + "Evaluated = 5 % Time Left = 0.619089 s of 0.651680 s Par no = 79587 Density = 2.321367e-02 \n", + "Evaluated = 6 % Time Left = 0.620879 s of 0.660517 s Par no = 62143 Density = 2.106817e-02 \n", + "Evaluated = 7 % Time Left = 0.626548 s of 0.673714 s Par no = 48098 Density = 2.322558e-02 \n", + "Evaluated = 8 % Time Left = 0.640428 s of 0.696125 s Par no = 73424 Density = 1.566558e-02 \n", + "Evaluated = 9 % Time Left = 0.636659 s of 0.699633 s Par no = 41738 Density = 1.527213e-02 \n", + "Evaluated = 10 % Time Left = 0.633332 s of 0.703710 s Par no = 34821 Density = 3.462068e-02 \n", + "Evaluated = 11 % Time Left = 0.628713 s of 0.706427 s Par no = 99566 Density = 5.806166e-02 \n", + "Evaluated = 12 % Time Left = 0.618237 s of 0.702550 s Par no = 59443 Density = 1.071450e-02 \n", + "Evaluated = 13 % Time Left = 0.603720 s of 0.693938 s Par no = 7663 Density = 2.551241e-03 \n", + "Evaluated = 14 % Time Left = 0.600537 s of 0.698307 s Par no = 69540 Density = 2.717031e-02 \n", + "Evaluated = 15 % Time Left = 0.588879 s of 0.692807 s Par no = 28859 Density = 1.270313e-02 \n", + "Evaluated = 16 % Time Left = 0.577997 s of 0.688100 s Par no = 77774 Density = 2.211896e-02 \n", + "Evaluated = 17 % Time Left = 0.570364 s of 0.687194 s Par no = 65109 Density = 3.644557e-03 \n", + "Evaluated = 18 % Time Left = 0.562550 s of 0.686044 s Par no = 17146 Density = 6.157029e-03 \n", + "Evaluated = 19 % Time Left = 0.559921 s of 0.691268 s Par no = 79145 Density = 2.474514e-02 \n", + "Evaluated = 20 % Time Left = 0.552257 s of 0.690330 s Par no = 84563 Density = 3.054690e-02 \n", + "Evaluated = 21 % Time Left = 0.546128 s of 0.691310 s Par no = 35101 Density = 3.370794e-02 \n", + "Evaluated = 22 % Time Left = 0.539803 s of 0.692064 s Par no = 31911 Density = 1.401559e-03 \n", + "Evaluated = 23 % Time Left = 0.531902 s of 0.690791 s Par no = 96514 Density = 1.869493e-02 \n", + "Evaluated = 24 % Time Left = 0.524646 s of 0.690333 s Par no = 41208 Density = 4.063115e-02 \n", + "Evaluated = 25 % Time Left = 0.518180 s of 0.690916 s Par no = 50899 Density = 1.130457e-03 \n", + "Evaluated = 26 % Time Left = 0.509079 s of 0.687954 s Par no = 25354 Density = 2.573581e-02 \n", + "Evaluated = 27 % Time Left = 0.504523 s of 0.691137 s Par no = 38397 Density = 1.824381e-02 \n", + "Evaluated = 28 % Time Left = 0.501306 s of 0.696268 s Par no = 99925 Density = 5.098959e-02 \n", + "Evaluated = 29 % Time Left = 0.496604 s of 0.699452 s Par no = 67233 Density = 3.835663e-02 \n", + "Evaluated = 30 % Time Left = 0.490723 s of 0.701043 s Par no = 21415 Density = 1.821073e-02 \n", + "Evaluated = 31 % Time Left = 0.481704 s of 0.698132 s Par no = 39830 Density = 5.986182e-03 \n", + "Evaluated = 32 % Time Left = 0.472995 s of 0.695591 s Par no = 62656 Density = 1.851001e-03 \n", + "Evaluated = 33 % Time Left = 0.467537 s of 0.697827 s Par no = 48049 Density = 1.832368e-02 \n", + "Evaluated = 34 % Time Left = 0.460628 s of 0.697932 s Par no = 71467 Density = 3.566542e-02 \n", + "Evaluated = 35 % Time Left = 0.453660 s of 0.697949 s Par no = 94467 Density = 8.080336e-03 \n", + "Evaluated = 36 % Time Left = 0.444653 s of 0.694781 s Par no = 24663 Density = 3.556317e-02 \n", + "Evaluated = 37 % Time Left = 0.436702 s of 0.693189 s Par no = 55355 Density = 2.436876e-02 \n", + "Evaluated = 38 % Time Left = 0.430921 s of 0.695045 s Par no = 77628 Density = 3.192216e-02 \n", + "Evaluated = 39 % Time Left = 0.424467 s of 0.695859 s Par no = 6428 Density = 3.955819e-02 \n", + "Evaluated = 40 % Time Left = 0.417839 s of 0.696410 s Par no = 29219 Density = 3.686058e-04 \n", + "Evaluated = 41 % Time Left = 0.410806 s of 0.696293 s Par no = 11475 Density = 1.075123e-02 \n", + "Evaluated = 42 % Time Left = 0.405459 s of 0.699079 s Par no = 25064 Density = 3.927625e-02 \n", + "Evaluated = 43 % Time Left = 0.398023 s of 0.698298 s Par no = 14672 Density = 1.066700e-02 \n", + "Evaluated = 44 % Time Left = 0.389843 s of 0.696161 s Par no = 46917 Density = 2.114632e-02 \n", + "Evaluated = 45 % Time Left = 0.381940 s of 0.694449 s Par no = 35522 Density = 9.714152e-03 \n", + "Evaluated = 46 % Time Left = 0.374895 s of 0.694263 s Par no = 10564 Density = 2.478037e-03 \n", + "Evaluated = 47 % Time Left = 0.368288 s of 0.694896 s Par no = 90836 Density = 3.490644e-02 \n", + "Evaluated = 48 % Time Left = 0.361128 s of 0.694490 s Par no = 91231 Density = 8.647470e-03 \n", + "Evaluated = 49 % Time Left = 0.354368 s of 0.694853 s Par no = 16819 Density = 9.508128e-03 \n", + "Evaluated = 50 % Time Left = 0.346226 s of 0.692466 s Par no = 30766 Density = 4.927925e-03 \n", + "Evaluated = 51 % Time Left = 0.339114 s of 0.692084 s Par no = 9459 Density = 7.940474e-03 \n", + "Evaluated = 52 % Time Left = 0.331468 s of 0.690573 s Par no = 76505 Density = 8.072357e-03 \n", + "Evaluated = 53 % Time Left = 0.323793 s of 0.688936 s Par no = 52019 Density = 3.462384e-03 \n", + "Evaluated = 54 % Time Left = 0.317117 s of 0.689400 s Par no = 56938 Density = 1.337130e-02 \n", + "Evaluated = 55 % Time Left = 0.309353 s of 0.687465 s Par no = 33321 Density = 2.006831e-02 \n", + "Evaluated = 56 % Time Left = 0.302223 s of 0.686886 s Par no = 4046 Density = 2.271462e-02 \n", + "Evaluated = 57 % Time Left = 0.295626 s of 0.687518 s Par no = 68529 Density = 3.147267e-02 \n", + "Evaluated = 58 % Time Left = 0.290047 s of 0.690603 s Par no = 23845 Density = 3.357711e-02 \n", + "Evaluated = 59 % Time Left = 0.283626 s of 0.691788 s Par no = 57420 Density = 3.986824e-02 \n", + "Evaluated = 60 % Time Left = 0.276589 s of 0.691490 s Par no = 89896 Density = 3.369184e-03 \n", + "Evaluated = 61 % Time Left = 0.269347 s of 0.690651 s Par no = 39610 Density = 1.535303e-03 \n", + "Evaluated = 62 % Time Left = 0.261843 s of 0.689077 s Par no = 26107 Density = 4.015531e-03 \n", + "Evaluated = 63 % Time Left = 0.255427 s of 0.690362 s Par no = 98943 Density = 1.799383e-03 \n", + "Evaluated = 64 % Time Left = 0.248246 s of 0.689591 s Par no = 99085 Density = 1.412552e-02 \n", + "Evaluated = 65 % Time Left = 0.241601 s of 0.690308 s Par no = 17 Density = 1.179374e-02 \n", + "Evaluated = 66 % Time Left = 0.234212 s of 0.688880 s Par no = 3087 Density = 1.429490e-02 \n", + "Evaluated = 67 % Time Left = 0.227811 s of 0.690358 s Par no = 86468 Density = 2.256122e-02 \n", + "Evaluated = 68 % Time Left = 0.220711 s of 0.689744 s Par no = 52080 Density = 4.635496e-03 \n", + "Evaluated = 69 % Time Left = 0.213353 s of 0.688258 s Par no = 26417 Density = 1.433998e-02 \n", + "Evaluated = 70 % Time Left = 0.206625 s of 0.688773 s Par no = 79634 Density = 7.429455e-03 \n", + "Evaluated = 71 % Time Left = 0.200057 s of 0.689875 s Par no = 97643 Density = 2.184667e-04 \n", + "Evaluated = 72 % Time Left = 0.193911 s of 0.692564 s Par no = 78794 Density = 5.369597e-03 \n", + "Evaluated = 73 % Time Left = 0.186578 s of 0.691055 s Par no = 45708 Density = 1.294337e-02 \n", + "Evaluated = 74 % Time Left = 0.179391 s of 0.689991 s Par no = 66525 Density = 2.125199e-03 \n", + "Evaluated = 75 % Time Left = 0.172306 s of 0.689253 s Par no = 21984 Density = 8.619656e-04 \n", + "Evaluated = 76 % Time Left = 0.165276 s of 0.688678 s Par no = 43799 Density = 2.740287e-03 \n", + "Evaluated = 77 % Time Left = 0.158029 s of 0.687113 s Par no = 63854 Density = 3.854666e-03 \n", + "Evaluated = 78 % Time Left = 0.150915 s of 0.686010 s Par no = 91160 Density = 2.256671e-03 \n", + "Evaluated = 79 % Time Left = 0.143910 s of 0.685318 s Par no = 1891 Density = 1.555007e-04 \n", + "Evaluated = 80 % Time Left = 0.137057 s of 0.685321 s Par no = 17306 Density = 9.342229e-04 \n", + "Evaluated = 81 % Time Left = 0.130219 s of 0.685399 s Par no = 83119 Density = 2.469887e-02 \n", + "Evaluated = 82 % Time Left = 0.123395 s of 0.685565 s Par no = 73346 Density = 1.956386e-03 \n", + "Evaluated = 83 % Time Left = 0.116338 s of 0.684383 s Par no = 98412 Density = 4.288589e-03 \n", + "Evaluated = 84 % Time Left = 0.109608 s of 0.685095 s Par no = 52509 Density = 8.264861e-03 \n", + "Evaluated = 85 % Time Left = 0.102951 s of 0.686385 s Par no = 76716 Density = 3.547589e-02 \n", + "Evaluated = 86 % Time Left = 0.096300 s of 0.687905 s Par no = 95957 Density = 2.923765e-02 \n", + "Evaluated = 87 % Time Left = 0.089411 s of 0.687830 s Par no = 3295 Density = 1.361911e-02 \n", + "Evaluated = 88 % Time Left = 0.082562 s of 0.688074 s Par no = 4026 Density = 3.781492e-02 \n", + "Evaluated = 89 % Time Left = 0.075762 s of 0.688812 s Par no = 78656 Density = 6.492403e-02 \n", + "Evaluated = 90 % Time Left = 0.069022 s of 0.690293 s Par no = 9255 Density = 4.661644e-02 \n", + "Evaluated = 91 % Time Left = 0.062205 s of 0.691238 s Par no = 89389 Density = 2.612382e-03 \n", + "Evaluated = 92 % Time Left = 0.055205 s of 0.690143 s Par no = 91357 Density = 1.136847e-02 \n", + "Evaluated = 93 % Time Left = 0.048362 s of 0.690988 s Par no = 75212 Density = 1.186542e-02 \n", + "Evaluated = 94 % Time Left = 0.041550 s of 0.692622 s Par no = 79246 Density = 4.605766e-02 \n", + "Evaluated = 95 % Time Left = 0.034671 s of 0.693556 s Par no = 93038 Density = 2.164084e-02 \n", + "Evaluated = 96 % Time Left = 0.027734 s of 0.693532 s Par no = 65384 Density = 2.308048e-02 \n", + "Evaluated = 97 % Time Left = 0.020774 s of 0.692684 s Par no = 32352 Density = 1.225704e-03 \n", + "Evaluated = 98 % Time Left = 0.013860 s of 0.693363 s Par no = 16971 Density = 3.436725e-02 \n", + "Evaluated = 99 % Time Left = 0.006934 s of 0.694066 s Par no = 22517 Density = 2.430708e-02 \n", + "Evaluated = 100 % Time Left = -0.000007 s of 0.695291 s Par no = 42877 Density = 2.940733e-06 \n", "\n", - "Total Smoothing Time = 0.692331 s\n", + "Total Smoothing Time = 0.695326 s\n", "1 3\n", "\n", "writing snapshot file ....\n", "to_enbid_d3n64.est\n", "done with snapshot.\n", "\n", - "Total Time = 0.96717 s \n", + "Total Time = 0.968987 s \n", "\n", "/home/athob/miniconda3/envs/main/.cache/Galaxia_ananke/bin/galaxia -r --hdim=6 --nfile=sim /home/athob/Software/repos/py-ananke/jupyter/survey_params\n", "CODEDATAPATH=/home/athob/miniconda3/envs/main/.cache/Galaxia_ananke/GalaxiaData/\n", @@ -740,26 +748,26 @@ "output_type": "stream", "text": [ "Isochrone Grid Size: (Age bins=71,Feh bins=34,Alpha bins=1)\n", - "Time Isochrone Reading 1.82129 \n", + "Time Isochrone Reading 1.78174 \n", "------------------------------\n", "nbody1/sim/sim.ebf Sat No=0\n", "Particles=100000\n", "Satellite Info\n", "Particles=100000 Mass=5.49989e+08 0.379706\n", - "Total Stars=2280137 accepted=1614133 rejected=666004\n", + "Total Stars=2280137 accepted=1614163 rejected=665974\n", "-----------Done---------------\n", - "Total stars written 1614133 \n", + "Total stars written 1614163 \n", "30\n", "File written- /home/athob/Software/repos/py-ananke/jupyter/survey.sim.ebf\n", "Calculating magnitudes in GAIADR2 system................\n", "initializing isochrone data\n", "interpolating on isochrone tables\n", "Appending spherical coordinates................\n", - "Total Time= 4.21442 \n", + "Total Time= 4.15359 \n", "Exported the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", - "['age', 'alpha', 'calcium', 'carbon', 'dec', 'dform', 'dmod', 'feh', 'gaiadr2_g_bpmag', 'gaiadr2_g_rpmag', 'gaiadr2_gmag', 'glat', 'glon', 'grav', 'helium', 'lum', 'mact', 'magnesium', 'mtip', 'neon', 'nitrogen', 'oxygen', 'parentid', 'partid', 'px', 'py', 'pz', 'ra', 'rad', 'silicon', 'smass', 'sulphur', 'teff', 'vx', 'vy', 'vz']\n", + "['age', 'alpha', 'calcium', 'carbon', 'dec', 'dform', 'dmod', 'feh', 'gaiadr2_g_bpmag', 'gaiadr2_g_rpmag', 'gaiadr2_gmag', 'glat', 'glon', 'grav', 'helium', 'lum', 'mact', 'magnesium', 'mtip', 'neon', 'nitrogen', 'oxygen', 'parentid', 'partid', 'px', 'py', 'pz', 'ra', 'rad', 'satid', 'silicon', 'smass', 'sulphur', 'teff', 'vx', 'vy', 'vz']\n", "Exported the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", - "['vr', 'mub', 'mul']\n", + "['mul', 'mub', 'vr']\n", "Overwritten the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", "('glon', 'glat', 'rad')\n", "Exported the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", @@ -771,11 +779,11 @@ "Overwritten the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", "('grav', 'lum')\n", "Exported the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", - "['gaiadr2_g_rpmag_Intrinsic', 'gaiadr2_g_bpmag_Intrinsic', 'gaiadr2_gmag_Intrinsic']\n", + "['gaiadr2_gmag_Intrinsic', 'gaiadr2_g_rpmag_Intrinsic', 'gaiadr2_g_bpmag_Intrinsic']\n", "Overwritten the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", "('gaiadr2_gmag', 'gaiadr2_g_bpmag', 'gaiadr2_g_rpmag')\n", "Exported the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", - "['E(B-V)', 'log10_NH', 'A_gaiadr2_g_bpmag', 'A_gaiadr2_g_rpmag', 'A_0', 'A_gaiadr2_gmag']\n", + "['A_0', 'log10_NH', 'A_gaiadr2_gmag', 'A_gaiadr2_g_rpmag', 'A_gaiadr2_g_bpmag', 'E(B-V)']\n", "Overwritten the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", "('gaiadr2_gmag', 'gaiadr2_g_bpmag', 'gaiadr2_g_rpmag')\n" ] @@ -801,7 +809,7 @@ "output_type": "stream", "text": [ "Exported the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", - "['pi_Err', 'vr_Err', 'gaiadr2_gmag_Err', 'vr_Sig', 'dec_Err', 'dec_Sig', 'ra_Err', 'gaiadr2_g_rpmag_Err', 'ra_Sig', 'gaiadr2_g_bpmag_Sig', 'gaiadr2_g_rpmag_Sig', 'mudec_Sig', 'gaiadr2_g_bpmag_Err', 'mura_Sig', 'mudec_Err', 'mura_Err', 'gaiadr2_gmag_Sig', 'pi_Sig']\n", + "['gaiadr2_g_rpmag_Sig', 'gaiadr2_gmag_Sig', 'pi_Err', 'dec_Sig', 'mura_Err', 'gaiadr2_g_bpmag_Err', 'mura_Sig', 'mudec_Sig', 'mudec_Err', 'ra_Sig', 'gaiadr2_g_rpmag_Err', 'gaiadr2_g_bpmag_Sig', 'pi_Sig', 'dec_Err', 'vr_Sig', 'gaiadr2_gmag_Err', 'vr_Err', 'ra_Err']\n", "Overwritten the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", "('gaiadr2_gmag', 'gaiadr2_g_rpmag', 'gaiadr2_g_bpmag', 'pi', 'ra', 'dec', 'mura', 'mudec', 'vr')\n", "Overwritten the following quantities to /home/athob/Software/repos/py-ananke/jupyter/survey.sim.h5\n", @@ -882,36 +890,36 @@ "text/html": [ "\n", "\n", - "\n", + "\n", "\n", "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "\n", "
# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz
# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad satid silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz
0 0.7093970129666665 0.7125676091560126 0.4070167834122857 0.5278885380814727 0.228837746118279510.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.87123488088669 -0.8867433071136475nan nan 8.22037 nan nan nan 6.875088 nan nan nan 7.6075797 nan nan nan 56622.53 -0.7315406799316406 21.7574676703088660.08502915 0.52380776-0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 0 nan nan nan -142.0352559796067746.20841677042607 0.692591828190988 nan nan nan 149.36435788052748-0.75635123252868650.5240775107307198 -1.09243309497833253.643452 nan nan nan 80.28685760498047 -54.7354850769043 62.91861343383789
1 0.427364751243434040.429140985403459960.245127636243609170.317825441128679330.137859597175301310.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.874669804041112-0.8867433071136475nan nan 8.465081 nan nan nan 7.0564466 nan nan nan 7.8151436 nan nan nan 58595.043-0.7315406799316406 21.5373770138268730.07226164 0.507031 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -142.2274730158369546.3869581386762350.004228246344238351nan nan nan 149.60081545134705-0.75635123252868650.5073366488986605 -1.09243309497833253.6330101nan nan nan 80.59491025858249 -53.0008799095496860.8337664206016
2 4.593351938543022 4.302520367984239 2.4772784265626755 2.8902869079971643 1.481726431788071610.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.88471839766448 -0.8867433071136475nan nan 9.277008 nan nan nan 7.679845 nan nan nan 8.512117 nan nan nan 68168.14 -0.7315406799316406 22.5687080367877220.0408450140.44261116-0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -142.7459687958265747.00537149892369 1.6067705879021805 nan nan nan 150.2947047268568 -0.75635123252868650.4436048636953867 -1.09243309497833253.6021755nan nan nan 80.80015343120509 -55.6443241407671163.67842051361495
3 2.9015173588471916 2.7570225949714815 1.5797617115375588 1.8696858573346729 0.935973341563610110.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.86774516164448 -0.8867433071136475nan nan 9.901029 nan nan nan 8.152237 nan nan nan 9.037168 nan nan nan 77695.805-0.7315406799316406 22.3692034879905960.0273405150.39295405-0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -141.3933907874622 47.38119568899527 1.025228330531424 nan nan nan 149.1245109176375 -0.75635123252868650.39350367992526536-1.09243309497833253.585968 nan nan nan 81.7927835288613 -55.9501003640036462.88779437252636
4 0.707155208444038 0.7543448541479726 0.4182799988714321 0.5913958141395317 0.228114583369044510.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.870514615819665-0.8867433071136475nan nan 5.201803 nan nan nan 4.5038996 nan nan nan 4.9383516 nan nan nan 30338.236-0.7315406799316406 21.7560930592895440.8118422 0.7637918 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -141.9916163170226 46.1821480643291760.7116176891276018 nan nan nan 149.31482278692783-0.75635123252868650.7644402589837288 -1.09243309497833253.779468 nan nan nan 80.28659934775803 -54.8106860991081162.19603312290251
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
1,614,12817.580835276264384 16.043722113379655 8.467600799731505 10.82986608360791 5.671237185891737 9.99021053314209 0.7036365270614624-0.89319157600402830.053123194724321365nan nan nan 0.0 21.615225156438306-0.8060703873634338nan nan 5.553659 nan nan nan 4.7985764 nan nan nan 5.2621174 nan nan nan 35559.12 -0.0512677356600761423.15161781966283 0.59976685 0.74945873-0.102433867752552030.92552537nan nan nan nan nan nan nan nan -0.56209683418273930.0669776126742363-1.214622616767883399999 1 nan nan nan -186.2104601639942 97.60009428422528 8.240301132964168 nan nan nan 210.39965884368272-1.247308373451233 0.7500223134586655 -0.99559468030929573.7660573nan nan nan 27.81393904422505581.05856848184519 -15.985614383611466
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0 0.70939701296666650.7125676091560126 0.4070167834122857 0.5278885380814727 0.2288377461182795 10.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.87123488088669 -0.8867433071136475nan nan 8.22037 nan nan nan 6.875088 nan nan nan 7.6075797 nan nan nan 56622.53 -0.7315406799316406 21.7574676703088660.08502915 0.52380776-0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 0 nan nan nan -142.0352559796067746.20841677042607 0.692591828190988 nan nan nan 149.364357880527480 -0.75635123252868650.5240775107307198 -1.09243309497833253.643452 nan nan nan 80.28685760498047 -54.7354850769043 62.91861343383789
1 0.39135261514935490.3932110342103401 0.224569255687789760.291449450794676550.1262427790804370510.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.87527071994942 -0.8867433071136475nan nan 8.465081 nan nan nan 7.0564466 nan nan nan 7.8151436 nan nan nan 58595.043-0.7315406799316406 21.4991465551046660.07226164 0.507031 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -142.2608617629229 46.417971376138425-0.11534282804241303nan nan nan 149.642220513374670 -0.75635123252868650.5073366488986605 -1.09243309497833253.6330101nan nan nan 80.6484200428451 -52.69957314526562460.47162146715175
2 7.392986027528272 6.739848191949818 3.857969371581923 4.395135897711333 2.3848342024284745 10.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.888157433594138-0.8867433071136475nan nan 9.277008 nan nan nan 7.679845 nan nan nan 8.512117 nan nan nan 68168.14 -0.7315406799316406 22.7753982002354580.0408450140.44261116-0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -142.9270461828407 47.20842184009032 1.8396875936103703 nan nan nan 150.5329202321734 0 -0.75635123252868650.4436048636953867 -1.09243309497833253.6021755nan nan nan 80.93093236871236 -55.87588068392333 63.872006273574485
3 3.61298885133904163.4033181539962825 1.9506143576453838 2.2818297625233486 1.1654802746254973 10.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.867217518655195-0.8867433071136475nan nan 9.901029 nan nan nan 8.152237 nan nan nan 9.037168 nan nan nan 77695.805-0.7315406799316406 22.46444493629801 0.0273405150.39295405-0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -141.293458764168 47.56378569643568 1.0770165239203284 nan nan nan 149.0882797670927 0 -0.75635123252868650.39350367992526536-1.09243309497833253.585968 nan nan nan 82.02724120992328 -56.13920387771556 62.8829961513569
4 0.70147951758136 0.748366510460972 0.414951953985677250.5867886042288628 0.2262837153488258 10.0163259506225590.3380742371082306-1.1830222606658936-0.39430123567581177nan nan nan 0.0 20.86868071849355 -0.8867433071136475nan nan 5.201803 nan nan nan 4.5038996 nan nan nan 4.9383516 nan nan nan 30338.236-0.7315406799316406 21.7525933094733370.8118422 0.7637918 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096-0.652482807636261-0.66972786188125610 1 nan nan nan -141.8805554620097746.1152954631301 0.7600375956495637 nan nan nan 149.188773542136940 -0.75635123252868650.7644402589837288 -1.09243309497833253.779468 nan nan nan 80.28594209547329 -55.00206910551165 60.35710077567975
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1,614,15814.06004451220272212.868806573414634 7.057230806575605 8.423013661152801 4.535498229742814 9.99021053314209 0.7036365270614624-0.89319157600402830.053123194724321365nan nan nan 0.0 21.61548082188761 -0.8060703873634338nan nan 5.553659 nan nan nan 4.7985764 nan nan nan 5.2621174 nan nan nan 35559.12 -0.0512677356600761423.0545650104414430.59976685 0.74945873-0.102433867752552030.92552537nan nan nan nan nan nan nan nan -0.56209683418273930.0669776126742363-1.214622616767883399999 1 nan nan nan -186.4785170051024597.15110580779618 8.11585399110565 nan nan nan 210.424432398200450 -1.247308373451233 0.7500223134586655 -0.99559468030929573.7660573nan nan nan 28.24216202332554880.45802370901552 -14.975214012762681
1,614,15911.0639231289692439.91050274374604 5.5781547672436895 6.45510528739357 3.5690074609578204 9.99021053314209 0.7036365270614624-0.89319157600402830.053123194724321365nan nan nan 0.0 21.61577240657062 -0.8060703873634338nan nan 8.61342 nan nan nan 7.150438 nan nan nan 7.930956 nan nan nan 58586.617-0.0512677356600761422.9504874645149 0.06644254 0.5040816 -0.102433867752552030.92552537nan nan nan nan nan nan nan nan -0.56209683418273930.0669776126742363-1.214622616767883399999 1 nan nan nan -186.1230486764739 97.82701074897133 8.855589130749117 nan nan nan 210.4526900268967 0 -1.247308373451233 0.504675216060176 -0.99559468030929573.6246061nan nan nan 27.32033083906799281.30540302388515 -15.836660505121856
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" ], "text/plain": [ - "# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz\n", - "0 0.7093970129666665 0.7125676091560126 0.4070167834122857 0.5278885380814727 0.2288377461182795 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.87123488088669 -0.8867433071136475 nan nan 8.22037 nan nan nan 6.875088 nan nan nan 7.6075797 nan nan nan 56622.53 -0.7315406799316406 21.757467670308866 0.08502915 0.52380776 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 0 nan nan nan -142.03525597960677 46.20841677042607 0.692591828190988 nan nan nan 149.36435788052748 -0.7563512325286865 0.5240775107307198 -1.0924330949783325 3.643452 nan nan nan 80.28685760498047 -54.7354850769043 62.91861343383789\n", - "1 0.42736475124343404 0.42914098540345996 0.24512763624360917 0.31782544112867933 0.1378595971753013 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.874669804041112 -0.8867433071136475 nan nan 8.465081 nan nan nan 7.0564466 nan nan nan 7.8151436 nan nan nan 58595.043 -0.7315406799316406 21.537377013826873 0.07226164 0.507031 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 1 nan nan nan -142.22747301583695 46.386958138676235 0.004228246344238351 nan nan nan 149.60081545134705 -0.7563512325286865 0.5073366488986605 -1.0924330949783325 3.6330101 nan nan nan 80.59491025858249 -53.00087990954968 60.8337664206016\n", - "2 4.593351938543022 4.302520367984239 2.4772784265626755 2.8902869079971643 1.4817264317880716 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.88471839766448 -0.8867433071136475 nan nan 9.277008 nan nan nan 7.679845 nan nan nan 8.512117 nan nan nan 68168.14 -0.7315406799316406 22.568708036787722 0.040845014 0.44261116 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 1 nan nan nan -142.74596879582657 47.00537149892369 1.6067705879021805 nan nan nan 150.2947047268568 -0.7563512325286865 0.4436048636953867 -1.0924330949783325 3.6021755 nan nan nan 80.80015343120509 -55.64432414076711 63.67842051361495\n", - "3 2.9015173588471916 2.7570225949714815 1.5797617115375588 1.8696858573346729 0.9359733415636101 10.016325950622559 0.3380742371082306 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0.74945873 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.2104601639942 97.60009428422528 8.240301132964168 nan nan nan 210.39965884368272 -1.247308373451233 0.7500223134586655 -0.9955946803092957 3.7660573 nan nan nan 27.813939044225055 81.05856848184519 -15.985614383611466\n", - "1,614,129 18.97187762048119 17.190931748258436 8.75192976632317 12.52869016552856 6.119960522735868 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.615141566325264 -0.8060703873634338 nan nan 8.61342 nan nan nan 7.150438 nan nan nan 7.930956 nan nan nan 58586.617 -0.05126773566007614 23.184688629377522 0.06644254 0.5040816 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.11360199879405 97.76302024737537 8.290200874495762 nan nan nan 210.39155973421018 -1.247308373451233 0.504675216060176 -0.9955946803092957 3.6246061 nan nan nan 27.656169236404818 81.27600372513682 -16.34660038762059\n", - "1,614,130 14.018671011804665 12.811838935026941 7.0330458472330495 8.390921314894067 4.5221519392918275 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.614026871403045 -0.8060703873634338 nan nan 5.727753 nan nan nan 4.9413347 nan nan nan 5.420544 nan nan nan 37539.883 -0.05126773566007614 23.053285158739644 0.51845455 0.7332436 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.00545330768395 97.72834410765027 8.386214485417122 nan nan nan 210.28358589204177 -1.247308373451233 0.7337202617485947 -0.9955946803092957 3.7585597 nan nan nan 27.72980680044963 81.4542989535647 -16.374979897614693\n", - "1,614,131 19.601637796400105 18.05433429737372 9.25399727712828 12.449908185334548 6.323108966580679 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.61913835561563 -0.8060703873634338 nan nan 4.2347775 nan nan nan 3.6183882 nan nan nan 4.007981 nan nan nan 17641.299 -0.05126773566007614 23.198870674777037 1.9032125 0.86141604 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.65383919195483 97.59461139427121 7.968110183437391 nan nan nan 210.77916082523515 -1.247308373451233 0.8632034883204436 -0.9955946803092957 3.8003426 nan nan nan 27.343427007130504 81.66398164640879 -15.566178025184996\n", - "1,614,132 18.7223831307322 16.951019667880708 8.766147796100096 12.05953482184562 6.039478429268452 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.615066501488048 -0.8060703873634338 nan nan 0.14156544 nan nan nan -1.0621885 nan nan nan -0.38972253 nan nan nan 81.57164 -0.05126773566007614 23.17893944314229 126.867645 0.918 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.10742029110497 97.75907020218267 8.290988167364985 nan nan nan 210.3842869108733 -1.247308373451233 0.9262041245678233 -0.9955946803092957 3.6653404 nan nan nan 27.654047469079437 81.28784010807165 -16.354361007284123" + "# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad satid silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz\n", + "0 0.7093970129666665 0.7125676091560126 0.4070167834122857 0.5278885380814727 0.2288377461182795 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.87123488088669 -0.8867433071136475 nan nan 8.22037 nan nan nan 6.875088 nan nan nan 7.6075797 nan nan nan 56622.53 -0.7315406799316406 21.757467670308866 0.08502915 0.52380776 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 0 nan nan nan -142.03525597960677 46.20841677042607 0.692591828190988 nan nan nan 149.36435788052748 0 -0.7563512325286865 0.5240775107307198 -1.0924330949783325 3.643452 nan nan nan 80.28685760498047 -54.7354850769043 62.91861343383789\n", + "1 0.3913526151493549 0.3932110342103401 0.22456925568778976 0.29144945079467655 0.12624277908043705 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.87527071994942 -0.8867433071136475 nan nan 8.465081 nan nan nan 7.0564466 nan nan nan 7.8151436 nan nan nan 58595.043 -0.7315406799316406 21.499146555104666 0.07226164 0.507031 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 1 nan nan nan -142.2608617629229 46.417971376138425 -0.11534282804241303 nan nan nan 149.64222051337467 0 -0.7563512325286865 0.5073366488986605 -1.0924330949783325 3.6330101 nan nan nan 80.6484200428451 -52.699573145265624 60.47162146715175\n", + "2 7.392986027528272 6.739848191949818 3.857969371581923 4.395135897711333 2.3848342024284745 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.888157433594138 -0.8867433071136475 nan nan 9.277008 nan nan nan 7.679845 nan nan nan 8.512117 nan nan nan 68168.14 -0.7315406799316406 22.775398200235458 0.040845014 0.44261116 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 1 nan nan nan -142.9270461828407 47.20842184009032 1.8396875936103703 nan nan nan 150.5329202321734 0 -0.7563512325286865 0.4436048636953867 -1.0924330949783325 3.6021755 nan nan nan 80.93093236871236 -55.87588068392333 63.872006273574485\n", + "3 3.6129888513390416 3.4033181539962825 1.9506143576453838 2.2818297625233486 1.1654802746254973 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.867217518655195 -0.8867433071136475 nan nan 9.901029 nan nan nan 8.152237 nan nan nan 9.037168 nan nan nan 77695.805 -0.7315406799316406 22.46444493629801 0.027340515 0.39295405 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 1 nan nan nan -141.293458764168 47.56378569643568 1.0770165239203284 nan nan nan 149.0882797670927 0 -0.7563512325286865 0.39350367992526536 -1.0924330949783325 3.585968 nan nan nan 82.02724120992328 -56.13920387771556 62.8829961513569\n", + "4 0.70147951758136 0.748366510460972 0.41495195398567725 0.5867886042288628 0.2262837153488258 10.016325950622559 0.3380742371082306 -1.1830222606658936 -0.39430123567581177 nan nan nan 0.0 20.86868071849355 -0.8867433071136475 nan nan 5.201803 nan nan nan 4.5038996 nan nan nan 4.9383516 nan nan nan 30338.236 -0.7315406799316406 21.752593309473337 0.8118422 0.7637918 -0.5486690402030945 0.886202 nan nan nan nan nan nan nan nan -0.7326117157936096 -0.652482807636261 -0.6697278618812561 0 1 nan nan nan -141.88055546200977 46.1152954631301 0.7600375956495637 nan nan nan 149.18877354213694 0 -0.7563512325286865 0.7644402589837288 -1.0924330949783325 3.779468 nan nan nan 80.28594209547329 -55.00206910551165 60.35710077567975\n", + "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "1,614,158 14.060044512202722 12.868806573414634 7.057230806575605 8.423013661152801 4.535498229742814 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.61548082188761 -0.8060703873634338 nan nan 5.553659 nan nan nan 4.7985764 nan nan nan 5.2621174 nan nan nan 35559.12 -0.05126773566007614 23.054565010441443 0.59976685 0.74945873 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.47851700510245 97.15110580779618 8.11585399110565 nan nan nan 210.42443239820045 0 -1.247308373451233 0.7500223134586655 -0.9955946803092957 3.7660573 nan nan nan 28.242162023325548 80.45802370901552 -14.975214012762681\n", + "1,614,159 11.063923128969243 9.91050274374604 5.5781547672436895 6.45510528739357 3.5690074609578204 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.61577240657062 -0.8060703873634338 nan nan 8.61342 nan nan nan 7.150438 nan nan nan 7.930956 nan nan nan 58586.617 -0.05126773566007614 22.9504874645149 0.06644254 0.5040816 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -186.1230486764739 97.82701074897133 8.855589130749117 nan nan nan 210.4526900268967 0 -1.247308373451233 0.504675216060176 -0.9955946803092957 3.6246061 nan nan nan 27.320330839067992 81.30540302388515 -15.836660505121856\n", + "1,614,160 2.6202151095083157 2.682412465734748 1.5085576559312066 1.9979343957376579 0.8452306804865534 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.60797143158025 -0.8060703873634338 nan nan 5.727753 nan nan nan 4.9413347 nan nan nan 5.420544 nan nan nan 37539.883 -0.05126773566007614 22.32491526151538 0.51845455 0.7332436 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -185.41554070188917 97.54207904767259 8.937050140256147 nan nan nan 209.69799899838287 0 -1.247308373451233 0.7337202617485947 -0.9955946803092957 3.7585597 nan nan nan 28.11590633817279 82.4289613003954 -16.50579831154242\n", + "1,614,161 20.11053022532025 18.55864938118823 9.438526458834994 12.915669131356063 6.487267814619435 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.62280870754291 -0.8060703873634338 nan nan 4.2347775 nan nan nan 3.6183882 nan nan nan 4.007981 nan nan nan 17641.299 -0.05126773566007614 23.210001836001144 1.9032125 0.86141604 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -187.148672847189 97.44088694333617 7.677616529567157 nan nan nan 211.1357335752129 0 -1.247308373451233 0.8632034883204436 -0.9955946803092957 3.8003426 nan nan nan 27.05434945544597 82.01953176748317 -14.847410387297346\n", + "1,614,162 6.453998533061608 6.058586091870591 3.4826187148728667 4.090151594340529 2.0819350106650347 9.99021053314209 0.7036365270614624 -0.8931915760040283 0.053123194724321365 nan nan nan 0.0 21.61092186109904 -0.8060703873634338 nan nan 0.14156544 nan nan nan -1.0621885 nan nan nan -0.38972253 nan nan nan 81.57164 -0.05126773566007614 22.71640717719426 126.867645 0.918 -0.10243386775255203 0.92552537 nan nan nan nan nan nan nan nan -0.5620968341827393 0.0669776126742363 -1.2146226167678833 99999 1 nan nan nan -185.7446220327249 97.5570866189969 8.628931734904032 nan nan nan 209.98311414623777 0 -1.247308373451233 0.9262041245678233 -0.9955946803092957 3.6653404 nan nan nan 27.35493020947136 82.0069568269455 -16.55336224599178" ] }, "execution_count": 7, @@ -942,36 +950,36 @@ "text/html": [ "\n", "\n", - "\n", + "\n", "\n", "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + 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# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz
# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad satid silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz
0 0.5968695273372091 0.6134133556012421 0.34736789443008625 0.46617317284163673 0.19253855720555133 9.541040420532227 -0.12732818722724915-0.9319211840629578 -1.1354221105575562 23.517656-6.046303323376733e-07 5.2571426e-070.0 20.84754502003177 -0.892310023307800321.396175 -0.17414838516711492 0.109366186 0.4227643 20.388311 0.19883259760421385 -0.99289364 0.4227643 20.98313 0.034675845574094984 -0.36526373 0.017036235 -20.265621 171.08704143.3362 -0.83549964427948 21.682457721762407117.380071.242 -1.019638180732727 1.2443578 3.513172188479267 3.4756433158643536 3.427204736212419 2.8578458 -1.45049390059439291.5382505144926077 1.5751808532822085 2.8578458 -0.7911292314529419 -0.6384884715080261 -0.75995934009552 35 1 0.39720688252231606 0.3904384049219729 1.8925712 -136.9243352067261 21.473499382256776-51.17440237294062 62.51311 7.243909296036054e-08 5.2571426e-07147.743711222343760.05995115637779236 1.2457935070239523-0.405172348022460943.685448 nan nan nan -4.794804640370714 43.66729503957819 0.798326513834674
1 0.03240183224912084 0.03414993547059877 0.0191308077602381220.0266673346269477970.010452203951329302 8.97172737121582 -0.6125200986862183 -0.12460324913263321-0.3605270683765411441.4806184.365875860144255e-07 3.6566976e-070.0 20.93897257012393 -0.534867227077484120.983871 -0.0162082781545008840.026959075 0.32201025 20.511648 0.4686094145012974 -0.9150356 0.32201025 20.607824 0.003854659549329624 -0.36166972 0.0140326675 -6.533239 159.05208369.8372 -0.6886086463928223 20.417147884093257108.469862.1231031 -1.1473873853683472 1.9929105 -2.102441136818007 -2.4309630222975875 -2.3336165790372227 2.0830476 1.3281715071577405 -0.524134667850378 -0.42271107794223272.0830476 -0.44875627756118774-1.4166113138198853 -0.40134233236312866138 1 -0.7468680151846264 -0.75335742925324061.3164111 -142.9776245352860354.73491449375926 -17.53309821905239564.27824 1.9834504127347728e-07 3.6566976e-07154.0971171552255 -0.4361392557621002 2.123614686399606 -1.2804145812988281 3.7215486nan nan nan -1.87184669604394884.028888606484042 -103.68306654562274
2 0.1367282662724903 0.13681457303676017 0.07814074535173385 0.10068780081568864 0.04410589234596461 10.0699920654296880.5896989703178406 -0.9664415121078491 -0.9518471360206604 37.23763 1.8628932298729322e-07 2.1994336e-070.0 21.773146184828576-0.801622748374939 20.979319 0.10798543964951746 -1.0386255 0.21877547 19.17353 -0.1146483067403298 -2.5623941 0.21877547 20.118101 0.004118068925999436 -1.7598503 0.010660492 -0.99418694169.3876310.833822-0.3274851739406585721.04243662177693 558.4033 0.8450456 -0.211923792958259580.86665446-0.4985759766664853 -2.4550694541417575 -2.474184581515551 1.3387846 2.6692705848408944 1.160266054548476 1.1128577418471601 1.3387846 -0.3413775563240051 -0.13905183970928192-0.8814153671264648 212 1 -1.1239242183866573 -1.12834369421602740.7917961 -222.3674708652730841.66461293569632 -3.926030192637064478.40865 -7.185046775275613e-08 2.1994336e-07226.2711775352154 -0.7138696312904358 0.8677262727803007-1.077961802482605 3.6162643nan nan nan -51.41373916074214 -3.782666245772003 52.36346019742211
3 0.0276760646802661 0.0284646319494608370.01613728310687536 0.0217203983727943740.008927762800085838 9.613767623901367 -0.1432933509349823 -1.0196176767349243 -0.6505561470985413 27.43915 2.0303131545505185e-07 5.2313027e-070.0 21.244918161057285-0.596523582935333321.23429 -0.24667427582704243 0.20757976 0.42121127 19.978306 -0.28882408042187135 -0.99390167 0.42121127 20.947826 0.004026102345687164 -0.3228382 0.016991582 -8.894714 175.75687114.44746-0.7592963576316833 20.348682651737057118.698241.196 -0.7398169040679932 1.1982795 -2.1243424661439154 -2.6875358440510246 -2.6144429393116777 2.8455975 1.7648690114547503 -0.6361957576067919-0.54749306913574842.8455975 -1.3291157484054565 -0.7577531337738037 -0.45060980319976807252 1 -2.0527158329993394 -2.05835242198663471.883269 -174.7982954362387312.968709898312015-27.43135150881398 75.35781 -4.2748152677779493e-075.2313027e-07177.41226160962293-0.6941993832588196 1.2002945213596574-0.5894879698753357 3.6663215nan nan nan 45.642212396666196 -7.659060700917264 -90.53421655584363
4 0.5518274193639072 0.5509687789492791 0.31508761074470243 0.40473994974779337 0.1780088449560991 9.8711519241333 1.162867546081543 -0.7159809470176697 -0.6287623643875122 34.753277-7.735194275800812e-08 6.541879e-08 0.0 20.789365713004155-1.236360788345337 19.71657 0.027521571754007875 -1.6512849 0.081973486 18.001966 0.01994907450176939 -3.1099238 0.081973486 18.863422 0.0019857080876298284 -2.3326683 0.005323698 -14.332369 160.560358.724134 0.7711513042449951 21.648381590869644876.2868 0.92662406-0.073493219912052150.95272523-0.006337151314686018-0.27373772847643424-0.268298183933811550.4664377 0.4067224023201611 0.300883585585335960.1875108029632429 0.4664377 -0.9232337474822998 -0.6347827315330505 -1.0434234142303467 281 1 -0.18518679617662281-0.192139069814773 0.23550764-131.4164135800260546.381284529701205-35.60654354188628 58.91128 -1.581328592510428e-08 6.541879e-08 143.837836662895480.0109169194474816320.9538811072032849-1.0917985439300537 3.6316922nan nan nan -31.14407272446046 -53.09924111185783 46.907355461601654
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
1,2050.35874266368242247 0.381638534635979 0.21234668965599138 0.2994975639452457 0.11572343989755562 8.930737495422363 0.6076170802116394 -0.6101605892181396 -1.178126573562622 45.4302332.9291568861768457e-07 4.4838964e-070.0 21.431649975383603-0.966907978057861320.866198 -0.3256922502938399 -0.6213981 0.37533015 20.485788 0.25554185049736444 -1.4100771 0.37533015 20.774233 -0.023678342134097606 -0.9332376 0.015650729 -6.0987515 153.6428 292.12024-0.3269174098968506 21.461361343312024179.340772.0998795 -0.3592909276485443 1.990915 -0.4157199343562911 0.5866122791183465 0.6197415410238651 2.4878557 -1.3947719635247497-1.331952719225263 -1.33201302536212762.4878557 -0.9424375295639038 -0.447073459625244140.1094677597284317 99716 1 -0.9616890486415326 -0.96686118546210481.6142026 -172.2638644995198585.35219471205555 -20.54129881588525259.2131423.727787234230105e-07 4.4838964e-07193.3436865054483 -0.5921840667724609 2.099882701979061 -0.4149705767631531 3.7517722nan nan nan 48.86504365886161 -46.20609372529927 -16.360607366019696
1,2060.3230736893980011 0.3341713600809592 0.18882149834072304 0.25599651358596054 0.1042173191606455 9.285873413085938 0.18808910250663757 -1.45376455783844 -0.7214657068252563 48.9118085.135263630659562e-07 3.8397997e-070.0 21.251901179331405-1.054083943367004421.808926 0.6170042479537786 -0.39415076 0.33407712 19.856813 -0.10260144404346734 -1.4779234 0.33407712 20.65746 0.006912342491932678 -0.8573515 0.014405077 -3.357508 151.48462113.90383-0.2997285425662994421.415879906050918183.498411.4913144 -0.8659948706626892 1.4901192 0.7337517023622575 -0.21656988086548556-0.267751691225179172.173561 1.1987560790886982 1.3887062525886327 1.41304001800747 2.173561 -0.9240073561668396 -0.211078271269798280.45511287450790405 99725 1 0.2921928915772413 0.286574399612015361.3823278 -156.1238848628728 84.8226096961568 -10.42380260943106459.412174-1.7183004832539987e-073.8397997e-07177.983702066179380.0748043805360794 1.4924370909825853-0.4012254476547241 3.6891768nan nan nan 14.585070420240378 41.6961824096151 19.246956284089467
1,2070.0090331068194362180.0093488870737614550.0052859003207697160.00718050846557936 0.002913905425624586410.3731727600097661.5368380546569824 -1.5263926982879639 -0.673753559589386 40.01393 3.7514200181361693e-07 4.0093312e-070.0 21.231402508402212-1.226879239082336421.316664 0.13055406136712616 -0.054642305 0.34510812 20.39148 0.34565828763941076 -1.1908631 0.34510812 20.670382 -0.021290326913612545 -0.54691136 0.014742215 -10.564731 156.7851771.625626-0.6782917976379395 19.86241546077454 141.691970.798 0.3099588453769684 0.806828141.744901625460011 -0.9493363778036155 -0.9771125866027341 2.2568824 3.5210936317710146 3.8133374401976727 3.830987880574471 2.2568824 -0.6692771315574646 0.04717090725898743 -1.0167276859283447 99731 1 1.9574337795604928 1.9517619979742322 1.4433591 -159.2893272528990668.32029107717185 -32.32604585974716 58.5042273.497840352019696e-07 4.0093312e-07176.311443730908 -0.643153190612793 0.8070930497545803-0.7373723983764648 3.6786351nan nan nan 91.46921227130287 -10.64490595852972324.746849547022716
1,2080.09358771814883171 0.09439074426739111 0.05384911235851899 0.07032157540578904 0.030189586499623132 9.395322799682617 -0.3845840394496918 -0.28358957171440125-0.4808520078659057634.85086 -2.4933053559804617e-101.2572251e-070.0 21.727910858061527-0.761027336120605520.364664 0.12321215740864706 -1.5808507 0.14123389 18.68043 -0.09689000506130448 -3.0041256 0.14123389 19.555046 -0.0024152045294391434-2.2407725 0.007816866 -11.403455 163.6131 14.651481-0.9921388030052185 20.87779717329627 803.1406 1.433 -1.1456114053726196 1.4167645 -0.4664768126015815 -0.7755714655215991 -0.7812852061245409 0.8237044 0.6303875025185693 0.1160943938894372 0.143778681479699720.8237044 -0.9093115329742432 -0.06070816144347191-0.573256254196167 99823 1 0.5383381061906761 0.5338255998164222 0.45260102-208.4073761277885861.285889413556056-43.81521560923936 63.995293-6.214411008620447e-08 1.2572251e-07221.60633516342511-0.5603996515274048 1.446258238190986 -0.6158600449562073 3.6311183nan nan nan 19.65237876414224 20.08454205756655 -13.982799665901263
1,2090.33862344311942855 0.37322209405784673 0.2031362161270821 0.30170146866670194 0.10923336874820276 8.76700210571289 1.2602565288543701 -0.6482102274894714 -0.646274745464325 18.7386996.144178703805896e-07 4.2492252e-070.0 21.967187148846428-1.156763672828674320.612162 -0.3635935422158314 -1.3646538 0.3605014 20.577553 0.206552305901735 -1.7965397 0.3605014 20.75855 0.011648815165735916 -1.521986 0.0152076455 -19.281801 178.76172421.27353-0.3065233826637268 21.436295336138656296.858952.3255537 0.10349282622337341 2.2348108 -1.7510841275149163 -1.477256345837232 -1.3609275988694067 2.3740451 0.4837862396338406 -1.0573828147100497-1.05862708169058182.3740451 -0.099911376833915710.01162821426987648 -0.6298919320106506 99944 1 -1.5040091775040836 -1.50805086350623491.529721 -233.488066716306265.046920818291096 -81.70219299224792 68.41505 5.247804651615368e-07 4.2492252e-07247.4214967386765 -0.135934576392173772.32588572372793 -0.7227007746696472 3.8350785nan nan nan 78.57729040501363 -108.73354474581248-61.385496265812634
0 0.05681650709265505 0.05985558882052296 0.0335357793492652640.0467134239185913250.0183279055137596938.97172737121582 -0.6125200986862183 -0.12460324913263321-0.3605270683765411441.517887-4.3651322762456503e-073.7339328e-070.0 20.938860082853388-0.534867227077484120.934616 -0.09105875752639689 0.026959075 0.32711947 20.067745 0.010476073807142064 -0.9150356 0.32711947 20.610794 -0.013108958690914031 -0.36166972 0.014190837 -6.450095 159.08374369.8372 -0.6886086463928223 20.66105284593159 108.469862.1231031 -1.1473873853683472 1.9929105 1.9282719359892686 -0.24990918971905196-0.152088201656149722.1212947 2.3169853631740556 3.004030573793332 3.107170100412025 2.1212947 -0.44875627756118774-1.4166113138198853 -0.40134233236312866138 1 0.0047001384188920066-0.00178961182501974541.3442158 -143.0240526190031654.66209816691588 -17.31002173887193 64.3859947.738775790567222e-07 3.7339328e-07154.089134776508980 -0.4361392557621002 2.123614686399606 -1.2804145812988281 3.7215486nan nan nan -1.080939539950504 4.27721663340763 -104.71947041478431
1 0.3090895728483629 0.30842259877311784 0.17628026359430848 0.22611708693766508 0.09970631382205254 10.0699920654296880.5896989703178406 -0.9664415121078491 -0.9518471360206604 37.240967-2.2831375342149955e-072.49317e-07 0.0 21.769605166840982-0.801622748374939 21.307426 0.2680249694291372 -1.0386255 0.24083452 19.240015 -0.13966843269274323 -2.5623941 0.24083452 20.222652 -0.013217448221518976 -1.7598503 0.011413363 -0.91259795169.4424610.833822-0.3274851739406585721.39666266920291 558.4033 0.8450456 -0.211923792958259580.86665446-3.0969826102556715-2.5232363803451627 -2.542487626107496 1.4928615 0.8774132816791705 -1.9986079221169366 -2.04588855812214 1.4928615 -0.3413775563240051 -0.13905183970928192-0.8814153671264648 212 1 -1.1660510794203147 -1.1704777679639904 0.89754117-222.0501127897471741.38527019482137 -3.597976571347204778.53204 4.2180988179474246e-07 2.49317e-07 225.902498026130250 -0.7138696312904358 0.8677262727803007-1.077961802482605 3.6162643nan nan nan -51.864294010985724-3.452417675558107 52.329935511279956
2 0.04065386377065892 0.0418028072292431840.02370060669920257 0.0318886836017198760.01311414960343836 9.613767623901367 -0.1432933509349823 -1.0196176767349243 -0.6505561470985413 27.4685279.93141102529504e-07 5.270746e-07 0.0 21.241844522741097-0.596523582935333321.876608 0.38537958340209455 0.20757976 0.4235812 21.283127 1.0115375512029108 -0.99390167 0.4235812 20.921713 -0.029182178287689993 -0.3228382 0.01705969 -8.830861 175.76826114.44746-0.7592963576316833 20.51568014237017 118.698241.196 -0.7398169040679932 1.1982795 -1.6337324545644631-1.8048458518891428 -1.7305400665725954 2.8642974 1.0298405489110565 -0.6871569312728342 -0.5989357582041593 2.8642974 -1.3291157484054565 -0.7577531337738037 -0.45060980319976807252 1 1.5601152190393899 1.554470646021109 1.8974684 -174.5839585087630312.917886544408068-27.19747265375267 75.42295 -1.738821925276305e-07 5.270746e-07 177.161318803274070 -0.6941993832588196 1.2002945213596574-0.5894879698753357 3.6663215nan nan nan 44.815626870159115 -8.696420347749594 -90.83775218664684
3 0.7877962999054845 0.7836102802989956 0.4485485017244639 0.5726781831841731 0.25412783867918853 9.8711519241333 1.162867546081543 -0.7159809470176697 -0.6287623643875122 34.62386 6.854075293976649e-08 7.639342e-08 0.0 20.79343262014924 -1.236360788345337 19.920134 -0.005622249308989237-1.6512849 0.09372754 18.061659 -0.04331449085765518 -3.1099238 0.09372754 19.04199 0.00854874852791074 -2.3326683 0.005850956 -14.482033 160.587088.724134 0.7711513042449951 21.80299225153632 876.2868 0.92662406-0.073493219912052150.952725230.09118761002492409-0.12743009609252465-0.121577310622802570.53407407 0.296466288376349750.28278793098576693 0.16962703533504497 0.53407407-0.9232337474822998 -0.6347827315330505 -1.0434234142303467 281 1 -0.24483446567030384 -0.25177373072009146 0.2750163 -131.5961068632097446.37566245119917 -36.03787463886429 58.8145943.7359391102072234e-08 7.639342e-08 144.1074800897836 0 0.0109169194474816320.9538811072032849-1.0917985439300537 3.6316922nan nan nan -31.012357263624274-53.39747247914625 46.681828045304094
4 0.13204413245379218 0.13715348267910565 0.07738767519745388 0.10562465807915 0.04259488143670716 9.037848472595215 -0.20741142332553864-0.2963399291038513 0.24989141523838043 27.7544523.672289535219167e-07 4.3264754e-070.0 21.63436699581625 -0.934876859188079821.672022 0.4177469420941861 -0.51724565 0.36540693 20.406832 0.2875173851348014 -1.5919065 0.36540693 20.762663 -0.0013426168529036332-0.9759861 0.015354784 -6.714385 176.97495129.31134-0.6755844354629517 21.02729742239088 203.311841.8348202 -1.142288327217102 1.8366443 0.22742582474918802-1.0224689174457215 -1.02247116836483 2.41159 1.4182551635224565 1.0088247957898988 1.067175358322312 2.41159 -0.6697758436203003 -0.6329840421676636 -1.5521866083145142 343 1 2.2433125652881225 2.238601418881787 1.5575311 -210.5129725482945311.124849238363767-24.81775149965351 78.14718 -7.645186432301977e-08 4.3264754e-07212.262560691220050 -0.3810194134712219 1.8352900976292204-0.6407454609870911 3.6914678nan nan nan 4.41267248808539 33.91564561973785 -47.81752034953253
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
1,1640.0190252846766175670.0196869320953938260.0111316669991515460.01511721103115259 0.00613718860536050610.3731727600097661.5368380546569824 -1.5263926982879639 -0.673753559589386 39.989857-2.514573920310201e-07 4.0399456e-070.0 21.230698985230248-1.226879239082336422.025711 0.8299667035764402 -0.054642305 0.3470864 20.100952 0.04999640531206987 -1.1908631 0.3470864 20.69277 -0.006136069764179247 -0.54691136 0.014802344 -10.55544 156.8341 71.625626-0.6782917976379395 20.185909478706613141.691970.798 0.3099588453769684 0.806828141.9005327439369708 0.5529681225325869 0.5241191460758158 2.2718804 1.3808223355267186 2.2831822765276324 2.3005029186373935 2.2718804 -0.6692771315574646 0.04717090725898743 -1.0167276859283447 99731 1 -1.8038561145794871 -1.80952973403217 1.4543804 -159.3008121376062168.16420594881328 -32.28748077755431558.55993 -8.166342547243272e-07 4.0399456e-07176.2543308270582 0 -0.643153190612793 0.8070930497545803-0.7373723983764648 3.6786351nan nan nan 91.64606945448743 -10.23754148145214225.588940561402193
1,1650.11785906487249849 0.11882245467275085 0.06779467873028416 0.08847483112602038 0.03801905318467693 9.395322799682617 -0.3845840394496918 -0.28358957171440125-0.4808520078659057634.8023389.918108029871799e-08 1.2833371e-070.0 21.730687168195804-0.761027336120605520.062742 -0.20591638105879556 -1.5808507 0.1435723 19.183807 0.3899514815920368 -3.0041256 0.1435723 19.584963 0.0065751865905664285 -2.2407725 0.007908253 -11.4430685163.6426814.651481-0.9921388030052185 20.977941305794037803.1406 1.433 -1.1456114053726196 1.4167645 -0.7805496455197294-1.061513757734159 -1.0666535865725877 0.83854187 0.7206434010757191 -0.04210933297675466-0.0146139763786017380.83854187-0.9093115329742432 -0.06070816144347191-0.573256254196167 99823 1 0.6270305330302727 0.6225237923805556 0.46200135-208.6765215243252461.24792880191641 -44.02164751433754563.986168-1.9273868544824463e-071.2833371e-07221.889848501217760 -0.5603996515274048 1.446258238190986 -0.6158600449562073 3.6311183nan nan nan 19.144157910757684 19.68245343984652 -14.362693836095195
1,1661.9178776046340098 1.8937630206087204 1.085983320180919 1.3702206129213481 0.618670195043229 9.400785446166992 0.5861782431602478 -0.661990225315094 -0.446218341588974 28.715738-4.908052626167452e-07 4.5137742e-070.0 21.56765254830313 -1.074138998985290522.023201 0.09706545298345842 -1.5352793 0.3772023 20.310297 0.7137742476844009 -2.8559453 0.3772023 20.798689 -0.005518799886512156 -2.133665 0.015706312 -10.957019 172.4603419.026196-0.9261223077774048 22.18939920269422 671.834661.323 -0.4879607856273651 1.3253865 5.474372140983591 5.868888862589489 5.871416168223197 2.502292 -3.09480473700729772.2589180788252445 2.2750541663028017 2.502292 0.23867693543434143 -1.0438926219940186 -1.0675371885299683 99881 1 -1.883078373748392 -1.8879365077565704 1.6249586 -200.3407015330409 26.516403301143548-39.12458260932041 71.24494 1.7179552430969074e-07 4.5137742e-07205.840349055119450 -0.306485772132873541.33023236613604050.5969148278236389 3.6487052nan nan nan 58.893637163546906 0.38034349101910236-2.683755036288687
1,1670.38909358176555053 0.4284423680675876 0.23326528792757678 0.3459109855134216 0.12551405863404855 8.76700210571289 1.2602565288543701 -0.6482102274894714 -0.646274745464325 18.708971-1.1252965856256632e-074.4515681e-070.0 21.967123504012505-1.156763672828674320.725286 -0.3056262783830847 -1.3646538 0.3733 20.238077 -0.16204777931782613 -1.7965397 0.3733 20.788153 -0.0028946091431594823-1.521986 0.015590355 -19.303923 178.78328421.27353-0.3065233826637268 21.496632381861517296.858952.3255537 0.10349282622337341 2.2348108 -0.966278153514542 -1.7330205113053976 -1.6164166274595297 2.4722178 1.4473464943545327 0.15857261863421246 0.15742234829525623 2.4722178 -0.099911376833915710.01162821426987648 -0.6298919320106506 99944 1 -1.469024973955347 -1.4730667784191478 1.6025645 -233.451558667982284.958240307345907 -81.78993982121428 68.41039 -8.61161514396646e-07 4.4515681e-07247.414245037373750 -0.135934576392173772.32588572372793 -0.7227007746696472 3.8350785nan nan nan 78.51290171740594 -108.88857930707961-61.69010348297734
1,1680.13128025060982543 0.13892906409656194 0.07761901232932818 0.10877511186828855 0.0423484679386533648.829378128051758 0.945320188999176 -1.3487151861190796 -0.3256357312202453635.68073 -6.829164901717445e-08 5.0387865e-070.0 21.449059479615702-1.558529853820800821.971952 0.678119222946501 -0.29415557 0.40957612 20.77844 0.42905685318463965 -1.1768098 0.40957612 20.904022 -0.004349176003901913 -0.6494634 0.01665563 -13.799286 159.73665292.4145 -0.0697977319359779421.024777711937954144.352342.104846 -0.6132096648216248 2.0921621 -2.47099662845572 -2.0149855855603285 -1.9733394462256058 2.7541013 0.22979677829391332-1.4486076040619862 -1.501391448026907 2.7541013 -0.40418189764022827-0.7111912369728088 -0.6041487455368042 99991 1 -0.46944864982128426 -0.4745794854764945 1.8139632 -177.5605876092853465.5525804310451 -46.48781414288353 58.6055034.792514094889688e-07 5.0387865e-07194.900025492832130 -0.5130423903465271 2.1051179373093634-0.105139151215553283.7279654nan nan nan -18.401481977818147-59.34776329404433 3.8806093685209264
" ], "text/plain": [ - "# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz\n", - "0 0.5968695273372091 0.6134133556012421 0.34736789443008625 0.46617317284163673 0.19253855720555133 9.541040420532227 -0.12732818722724915 -0.9319211840629578 -1.1354221105575562 23.517656 -6.046303323376733e-07 5.2571426e-07 0.0 20.84754502003177 -0.8923100233078003 21.396175 -0.17414838516711492 0.109366186 0.4227643 20.388311 0.19883259760421385 -0.99289364 0.4227643 20.98313 0.034675845574094984 -0.36526373 0.017036235 -20.265621 171.08704 143.3362 -0.83549964427948 21.682457721762407 117.38007 1.242 -1.019638180732727 1.2443578 3.513172188479267 3.4756433158643536 3.427204736212419 2.8578458 -1.4504939005943929 1.5382505144926077 1.5751808532822085 2.8578458 -0.7911292314529419 -0.6384884715080261 -0.75995934009552 35 1 0.39720688252231606 0.3904384049219729 1.8925712 -136.9243352067261 21.473499382256776 -51.17440237294062 62.51311 7.243909296036054e-08 5.2571426e-07 147.74371122234376 0.05995115637779236 1.2457935070239523 -0.40517234802246094 3.685448 nan nan nan -4.794804640370714 43.66729503957819 0.798326513834674\n", - "1 0.03240183224912084 0.03414993547059877 0.019130807760238122 0.026667334626947797 0.010452203951329302 8.97172737121582 -0.6125200986862183 -0.12460324913263321 -0.36052706837654114 41.480618 4.365875860144255e-07 3.6566976e-07 0.0 20.93897257012393 -0.5348672270774841 20.983871 -0.016208278154500884 0.026959075 0.32201025 20.511648 0.4686094145012974 -0.9150356 0.32201025 20.607824 0.003854659549329624 -0.36166972 0.0140326675 -6.533239 159.05208 369.8372 -0.6886086463928223 20.417147884093257 108.46986 2.1231031 -1.1473873853683472 1.9929105 -2.102441136818007 -2.4309630222975875 -2.3336165790372227 2.0830476 1.3281715071577405 -0.524134667850378 -0.4227110779422327 2.0830476 -0.44875627756118774 -1.4166113138198853 -0.40134233236312866 138 1 -0.7468680151846264 -0.7533574292532406 1.3164111 -142.97762453528603 54.73491449375926 -17.533098219052395 64.27824 1.9834504127347728e-07 3.6566976e-07 154.0971171552255 -0.4361392557621002 2.123614686399606 -1.2804145812988281 3.7215486 nan nan nan -1.8718466960439488 4.028888606484042 -103.68306654562274\n", - "2 0.1367282662724903 0.13681457303676017 0.07814074535173385 0.10068780081568864 0.04410589234596461 10.069992065429688 0.5896989703178406 -0.9664415121078491 -0.9518471360206604 37.23763 1.8628932298729322e-07 2.1994336e-07 0.0 21.773146184828576 -0.801622748374939 20.979319 0.10798543964951746 -1.0386255 0.21877547 19.17353 -0.1146483067403298 -2.5623941 0.21877547 20.118101 0.004118068925999436 -1.7598503 0.010660492 -0.99418694 169.38763 10.833822 -0.32748517394065857 21.04243662177693 558.4033 0.8450456 -0.21192379295825958 0.86665446 -0.4985759766664853 -2.4550694541417575 -2.474184581515551 1.3387846 2.6692705848408944 1.160266054548476 1.1128577418471601 1.3387846 -0.3413775563240051 -0.13905183970928192 -0.8814153671264648 212 1 -1.1239242183866573 -1.1283436942160274 0.7917961 -222.36747086527308 41.66461293569632 -3.9260301926370644 78.40865 -7.185046775275613e-08 2.1994336e-07 226.2711775352154 -0.7138696312904358 0.8677262727803007 -1.077961802482605 3.6162643 nan nan nan -51.41373916074214 -3.782666245772003 52.36346019742211\n", - "3 0.0276760646802661 0.028464631949460837 0.01613728310687536 0.021720398372794374 0.008927762800085838 9.613767623901367 -0.1432933509349823 -1.0196176767349243 -0.6505561470985413 27.43915 2.0303131545505185e-07 5.2313027e-07 0.0 21.244918161057285 -0.5965235829353333 21.23429 -0.24667427582704243 0.20757976 0.42121127 19.978306 -0.28882408042187135 -0.99390167 0.42121127 20.947826 0.004026102345687164 -0.3228382 0.016991582 -8.894714 175.75687 114.44746 -0.7592963576316833 20.348682651737057 118.69824 1.196 -0.7398169040679932 1.1982795 -2.1243424661439154 -2.6875358440510246 -2.6144429393116777 2.8455975 1.7648690114547503 -0.6361957576067919 -0.5474930691357484 2.8455975 -1.3291157484054565 -0.7577531337738037 -0.45060980319976807 252 1 -2.0527158329993394 -2.0583524219866347 1.883269 -174.79829543623873 12.968709898312015 -27.43135150881398 75.35781 -4.2748152677779493e-07 5.2313027e-07 177.41226160962293 -0.6941993832588196 1.2002945213596574 -0.5894879698753357 3.6663215 nan nan nan 45.642212396666196 -7.659060700917264 -90.53421655584363\n", - "4 0.5518274193639072 0.5509687789492791 0.31508761074470243 0.40473994974779337 0.1780088449560991 9.8711519241333 1.162867546081543 -0.7159809470176697 -0.6287623643875122 34.753277 -7.735194275800812e-08 6.541879e-08 0.0 20.789365713004155 -1.236360788345337 19.71657 0.027521571754007875 -1.6512849 0.081973486 18.001966 0.01994907450176939 -3.1099238 0.081973486 18.863422 0.0019857080876298284 -2.3326683 0.005323698 -14.332369 160.56035 8.724134 0.7711513042449951 21.648381590869644 876.2868 0.92662406 -0.07349321991205215 0.95272523 -0.006337151314686018 -0.27373772847643424 -0.26829818393381155 0.4664377 0.4067224023201611 0.30088358558533596 0.1875108029632429 0.4664377 -0.9232337474822998 -0.6347827315330505 -1.0434234142303467 281 1 -0.18518679617662281 -0.192139069814773 0.23550764 -131.41641358002605 46.381284529701205 -35.60654354188628 58.91128 -1.581328592510428e-08 6.541879e-08 143.83783666289548 0.010916919447481632 0.9538811072032849 -1.0917985439300537 3.6316922 nan nan nan -31.14407272446046 -53.09924111185783 46.907355461601654\n", - "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", - "1,205 0.35874266368242247 0.381638534635979 0.21234668965599138 0.2994975639452457 0.11572343989755562 8.930737495422363 0.6076170802116394 -0.6101605892181396 -1.178126573562622 45.430233 2.9291568861768457e-07 4.4838964e-07 0.0 21.431649975383603 -0.9669079780578613 20.866198 -0.3256922502938399 -0.6213981 0.37533015 20.485788 0.25554185049736444 -1.4100771 0.37533015 20.774233 -0.023678342134097606 -0.9332376 0.015650729 -6.0987515 153.6428 292.12024 -0.3269174098968506 21.461361343312024 179.34077 2.0998795 -0.3592909276485443 1.990915 -0.4157199343562911 0.5866122791183465 0.6197415410238651 2.4878557 -1.3947719635247497 -1.331952719225263 -1.3320130253621276 2.4878557 -0.9424375295639038 -0.44707345962524414 0.1094677597284317 99716 1 -0.9616890486415326 -0.9668611854621048 1.6142026 -172.26386449951985 85.35219471205555 -20.541298815885252 59.213142 3.727787234230105e-07 4.4838964e-07 193.3436865054483 -0.5921840667724609 2.099882701979061 -0.4149705767631531 3.7517722 nan nan nan 48.86504365886161 -46.20609372529927 -16.360607366019696\n", - "1,206 0.3230736893980011 0.3341713600809592 0.18882149834072304 0.25599651358596054 0.1042173191606455 9.285873413085938 0.18808910250663757 -1.45376455783844 -0.7214657068252563 48.911808 5.135263630659562e-07 3.8397997e-07 0.0 21.251901179331405 -1.0540839433670044 21.808926 0.6170042479537786 -0.39415076 0.33407712 19.856813 -0.10260144404346734 -1.4779234 0.33407712 20.65746 0.006912342491932678 -0.8573515 0.014405077 -3.357508 151.48462 113.90383 -0.29972854256629944 21.415879906050918 183.49841 1.4913144 -0.8659948706626892 1.4901192 0.7337517023622575 -0.21656988086548556 -0.26775169122517917 2.173561 1.1987560790886982 1.3887062525886327 1.41304001800747 2.173561 -0.9240073561668396 -0.21107827126979828 0.45511287450790405 99725 1 0.2921928915772413 0.28657439961201536 1.3823278 -156.1238848628728 84.8226096961568 -10.423802609431064 59.412174 -1.7183004832539987e-07 3.8397997e-07 177.98370206617938 0.0748043805360794 1.4924370909825853 -0.4012254476547241 3.6891768 nan nan nan 14.585070420240378 41.6961824096151 19.246956284089467\n", - "1,207 0.009033106819436218 0.009348887073761455 0.005285900320769716 0.00718050846557936 0.0029139054256245864 10.373172760009766 1.5368380546569824 -1.5263926982879639 -0.673753559589386 40.01393 3.7514200181361693e-07 4.0093312e-07 0.0 21.231402508402212 -1.2268792390823364 21.316664 0.13055406136712616 -0.054642305 0.34510812 20.39148 0.34565828763941076 -1.1908631 0.34510812 20.670382 -0.021290326913612545 -0.54691136 0.014742215 -10.564731 156.78517 71.625626 -0.6782917976379395 19.86241546077454 141.69197 0.798 0.3099588453769684 0.80682814 1.744901625460011 -0.9493363778036155 -0.9771125866027341 2.2568824 3.5210936317710146 3.8133374401976727 3.830987880574471 2.2568824 -0.6692771315574646 0.04717090725898743 -1.0167276859283447 99731 1 1.9574337795604928 1.9517619979742322 1.4433591 -159.28932725289906 68.32029107717185 -32.32604585974716 58.504227 3.497840352019696e-07 4.0093312e-07 176.311443730908 -0.643153190612793 0.8070930497545803 -0.7373723983764648 3.6786351 nan nan nan 91.46921227130287 -10.644905958529723 24.746849547022716\n", - "1,208 0.09358771814883171 0.09439074426739111 0.05384911235851899 0.07032157540578904 0.030189586499623132 9.395322799682617 -0.3845840394496918 -0.28358957171440125 -0.48085200786590576 34.85086 -2.4933053559804617e-10 1.2572251e-07 0.0 21.727910858061527 -0.7610273361206055 20.364664 0.12321215740864706 -1.5808507 0.14123389 18.68043 -0.09689000506130448 -3.0041256 0.14123389 19.555046 -0.0024152045294391434 -2.2407725 0.007816866 -11.403455 163.6131 14.651481 -0.9921388030052185 20.87779717329627 803.1406 1.433 -1.1456114053726196 1.4167645 -0.4664768126015815 -0.7755714655215991 -0.7812852061245409 0.8237044 0.6303875025185693 0.1160943938894372 0.14377868147969972 0.8237044 -0.9093115329742432 -0.06070816144347191 -0.573256254196167 99823 1 0.5383381061906761 0.5338255998164222 0.45260102 -208.40737612778858 61.285889413556056 -43.81521560923936 63.995293 -6.214411008620447e-08 1.2572251e-07 221.60633516342511 -0.5603996515274048 1.446258238190986 -0.6158600449562073 3.6311183 nan nan nan 19.65237876414224 20.08454205756655 -13.982799665901263\n", - "1,209 0.33862344311942855 0.37322209405784673 0.2031362161270821 0.30170146866670194 0.10923336874820276 8.76700210571289 1.2602565288543701 -0.6482102274894714 -0.646274745464325 18.738699 6.144178703805896e-07 4.2492252e-07 0.0 21.967187148846428 -1.1567636728286743 20.612162 -0.3635935422158314 -1.3646538 0.3605014 20.577553 0.206552305901735 -1.7965397 0.3605014 20.75855 0.011648815165735916 -1.521986 0.0152076455 -19.281801 178.76172 421.27353 -0.3065233826637268 21.436295336138656 296.85895 2.3255537 0.10349282622337341 2.2348108 -1.7510841275149163 -1.477256345837232 -1.3609275988694067 2.3740451 0.4837862396338406 -1.0573828147100497 -1.0586270816905818 2.3740451 -0.09991137683391571 0.01162821426987648 -0.6298919320106506 99944 1 -1.5040091775040836 -1.5080508635062349 1.529721 -233.48806671630626 5.046920818291096 -81.70219299224792 68.41505 5.247804651615368e-07 4.2492252e-07 247.4214967386765 -0.13593457639217377 2.32588572372793 -0.7227007746696472 3.8350785 nan nan nan 78.57729040501363 -108.73354474581248 -61.385496265812634" + "# A_0 A_gaiadr2_g_bpmag A_gaiadr2_g_rpmag A_gaiadr2_gmag E(B-V) age alpha calcium carbon dec dec_Err dec_Sig dform dmod feh gaiadr2_g_bpmag gaiadr2_g_bpmag_Err gaiadr2_g_bpmag_Intrinsic gaiadr2_g_bpmag_Sig gaiadr2_g_rpmag gaiadr2_g_rpmag_Err gaiadr2_g_rpmag_Intrinsic gaiadr2_g_rpmag_Sig gaiadr2_gmag gaiadr2_gmag_Err gaiadr2_gmag_Intrinsic gaiadr2_gmag_Sig glat glon grav helium log10_NH lum mact magnesium mtip mub mudec mudec_Err mudec_Sig mul mura mura_Err mura_Sig neon nitrogen oxygen parentid partid pi pi_Err pi_Sig px py pz ra ra_Err ra_Sig rad satid silicon smass sulphur teff vr vr_Err vr_Sig vx vy vz\n", + "0 0.05681650709265505 0.05985558882052296 0.033535779349265264 0.046713423918591325 0.018327905513759693 8.97172737121582 -0.6125200986862183 -0.12460324913263321 -0.36052706837654114 41.517887 -4.3651322762456503e-07 3.7339328e-07 0.0 20.938860082853388 -0.5348672270774841 20.934616 -0.09105875752639689 0.026959075 0.32711947 20.067745 0.010476073807142064 -0.9150356 0.32711947 20.610794 -0.013108958690914031 -0.36166972 0.014190837 -6.450095 159.08374 369.8372 -0.6886086463928223 20.66105284593159 108.46986 2.1231031 -1.1473873853683472 1.9929105 1.9282719359892686 -0.24990918971905196 -0.15208820165614972 2.1212947 2.3169853631740556 3.004030573793332 3.107170100412025 2.1212947 -0.44875627756118774 -1.4166113138198853 -0.40134233236312866 138 1 0.0047001384188920066 -0.0017896118250197454 1.3442158 -143.02405261900316 54.66209816691588 -17.31002173887193 64.385994 7.738775790567222e-07 3.7339328e-07 154.08913477650898 0 -0.4361392557621002 2.123614686399606 -1.2804145812988281 3.7215486 nan nan nan -1.080939539950504 4.27721663340763 -104.71947041478431\n", + "1 0.3090895728483629 0.30842259877311784 0.17628026359430848 0.22611708693766508 0.09970631382205254 10.069992065429688 0.5896989703178406 -0.9664415121078491 -0.9518471360206604 37.240967 -2.2831375342149955e-07 2.49317e-07 0.0 21.769605166840982 -0.801622748374939 21.307426 0.2680249694291372 -1.0386255 0.24083452 19.240015 -0.13966843269274323 -2.5623941 0.24083452 20.222652 -0.013217448221518976 -1.7598503 0.011413363 -0.91259795 169.44246 10.833822 -0.32748517394065857 21.39666266920291 558.4033 0.8450456 -0.21192379295825958 0.86665446 -3.0969826102556715 -2.5232363803451627 -2.542487626107496 1.4928615 0.8774132816791705 -1.9986079221169366 -2.04588855812214 1.4928615 -0.3413775563240051 -0.13905183970928192 -0.8814153671264648 212 1 -1.1660510794203147 -1.1704777679639904 0.89754117 -222.05011278974717 41.38527019482137 -3.5979765713472047 78.53204 4.2180988179474246e-07 2.49317e-07 225.90249802613025 0 -0.7138696312904358 0.8677262727803007 -1.077961802482605 3.6162643 nan nan nan -51.864294010985724 -3.452417675558107 52.329935511279956\n", + "2 0.04065386377065892 0.041802807229243184 0.02370060669920257 0.031888683601719876 0.01311414960343836 9.613767623901367 -0.1432933509349823 -1.0196176767349243 -0.6505561470985413 27.468527 9.93141102529504e-07 5.270746e-07 0.0 21.241844522741097 -0.5965235829353333 21.876608 0.38537958340209455 0.20757976 0.4235812 21.283127 1.0115375512029108 -0.99390167 0.4235812 20.921713 -0.029182178287689993 -0.3228382 0.01705969 -8.830861 175.76826 114.44746 -0.7592963576316833 20.51568014237017 118.69824 1.196 -0.7398169040679932 1.1982795 -1.6337324545644631 -1.8048458518891428 -1.7305400665725954 2.8642974 1.0298405489110565 -0.6871569312728342 -0.5989357582041593 2.8642974 -1.3291157484054565 -0.7577531337738037 -0.45060980319976807 252 1 1.5601152190393899 1.554470646021109 1.8974684 -174.58395850876303 12.917886544408068 -27.19747265375267 75.42295 -1.738821925276305e-07 5.270746e-07 177.16131880327407 0 -0.6941993832588196 1.2002945213596574 -0.5894879698753357 3.6663215 nan nan nan 44.815626870159115 -8.696420347749594 -90.83775218664684\n", + "3 0.7877962999054845 0.7836102802989956 0.4485485017244639 0.5726781831841731 0.25412783867918853 9.8711519241333 1.162867546081543 -0.7159809470176697 -0.6287623643875122 34.62386 6.854075293976649e-08 7.639342e-08 0.0 20.79343262014924 -1.236360788345337 19.920134 -0.005622249308989237 -1.6512849 0.09372754 18.061659 -0.04331449085765518 -3.1099238 0.09372754 19.04199 0.00854874852791074 -2.3326683 0.005850956 -14.482033 160.58708 8.724134 0.7711513042449951 21.80299225153632 876.2868 0.92662406 -0.07349321991205215 0.95272523 0.09118761002492409 -0.12743009609252465 -0.12157731062280257 0.53407407 0.29646628837634975 0.28278793098576693 0.16962703533504497 0.53407407 -0.9232337474822998 -0.6347827315330505 -1.0434234142303467 281 1 -0.24483446567030384 -0.25177373072009146 0.2750163 -131.59610686320974 46.37566245119917 -36.03787463886429 58.814594 3.7359391102072234e-08 7.639342e-08 144.1074800897836 0 0.010916919447481632 0.9538811072032849 -1.0917985439300537 3.6316922 nan nan nan -31.012357263624274 -53.39747247914625 46.681828045304094\n", + "4 0.13204413245379218 0.13715348267910565 0.07738767519745388 0.10562465807915 0.04259488143670716 9.037848472595215 -0.20741142332553864 -0.2963399291038513 0.24989141523838043 27.754452 3.672289535219167e-07 4.3264754e-07 0.0 21.63436699581625 -0.9348768591880798 21.672022 0.4177469420941861 -0.51724565 0.36540693 20.406832 0.2875173851348014 -1.5919065 0.36540693 20.762663 -0.0013426168529036332 -0.9759861 0.015354784 -6.714385 176.97495 129.31134 -0.6755844354629517 21.02729742239088 203.31184 1.8348202 -1.142288327217102 1.8366443 0.22742582474918802 -1.0224689174457215 -1.02247116836483 2.41159 1.4182551635224565 1.0088247957898988 1.067175358322312 2.41159 -0.6697758436203003 -0.6329840421676636 -1.5521866083145142 343 1 2.2433125652881225 2.238601418881787 1.5575311 -210.51297254829453 11.124849238363767 -24.81775149965351 78.14718 -7.645186432301977e-08 4.3264754e-07 212.26256069122005 0 -0.3810194134712219 1.8352900976292204 -0.6407454609870911 3.6914678 nan nan nan 4.41267248808539 33.91564561973785 -47.81752034953253\n", + "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "1,164 0.019025284676617567 0.019686932095393826 0.011131666999151546 0.01511721103115259 0.006137188605360506 10.373172760009766 1.5368380546569824 -1.5263926982879639 -0.673753559589386 39.989857 -2.514573920310201e-07 4.0399456e-07 0.0 21.230698985230248 -1.2268792390823364 22.025711 0.8299667035764402 -0.054642305 0.3470864 20.100952 0.04999640531206987 -1.1908631 0.3470864 20.69277 -0.006136069764179247 -0.54691136 0.014802344 -10.55544 156.8341 71.625626 -0.6782917976379395 20.185909478706613 141.69197 0.798 0.3099588453769684 0.80682814 1.9005327439369708 0.5529681225325869 0.5241191460758158 2.2718804 1.3808223355267186 2.2831822765276324 2.3005029186373935 2.2718804 -0.6692771315574646 0.04717090725898743 -1.0167276859283447 99731 1 -1.8038561145794871 -1.80952973403217 1.4543804 -159.30081213760621 68.16420594881328 -32.287480777554315 58.55993 -8.166342547243272e-07 4.0399456e-07 176.2543308270582 0 -0.643153190612793 0.8070930497545803 -0.7373723983764648 3.6786351 nan nan nan 91.64606945448743 -10.237541481452142 25.588940561402193\n", + "1,165 0.11785906487249849 0.11882245467275085 0.06779467873028416 0.08847483112602038 0.03801905318467693 9.395322799682617 -0.3845840394496918 -0.28358957171440125 -0.48085200786590576 34.802338 9.918108029871799e-08 1.2833371e-07 0.0 21.730687168195804 -0.7610273361206055 20.062742 -0.20591638105879556 -1.5808507 0.1435723 19.183807 0.3899514815920368 -3.0041256 0.1435723 19.584963 0.0065751865905664285 -2.2407725 0.007908253 -11.4430685 163.64268 14.651481 -0.9921388030052185 20.977941305794037 803.1406 1.433 -1.1456114053726196 1.4167645 -0.7805496455197294 -1.061513757734159 -1.0666535865725877 0.83854187 0.7206434010757191 -0.04210933297675466 -0.014613976378601738 0.83854187 -0.9093115329742432 -0.06070816144347191 -0.573256254196167 99823 1 0.6270305330302727 0.6225237923805556 0.46200135 -208.67652152432524 61.24792880191641 -44.021647514337545 63.986168 -1.9273868544824463e-07 1.2833371e-07 221.88984850121776 0 -0.5603996515274048 1.446258238190986 -0.6158600449562073 3.6311183 nan nan nan 19.144157910757684 19.68245343984652 -14.362693836095195\n", + "1,166 1.9178776046340098 1.8937630206087204 1.085983320180919 1.3702206129213481 0.618670195043229 9.400785446166992 0.5861782431602478 -0.661990225315094 -0.446218341588974 28.715738 -4.908052626167452e-07 4.5137742e-07 0.0 21.56765254830313 -1.0741389989852905 22.023201 0.09706545298345842 -1.5352793 0.3772023 20.310297 0.7137742476844009 -2.8559453 0.3772023 20.798689 -0.005518799886512156 -2.133665 0.015706312 -10.957019 172.46034 19.026196 -0.9261223077774048 22.18939920269422 671.83466 1.323 -0.4879607856273651 1.3253865 5.474372140983591 5.868888862589489 5.871416168223197 2.502292 -3.0948047370072977 2.2589180788252445 2.2750541663028017 2.502292 0.23867693543434143 -1.0438926219940186 -1.0675371885299683 99881 1 -1.883078373748392 -1.8879365077565704 1.6249586 -200.3407015330409 26.516403301143548 -39.12458260932041 71.24494 1.7179552430969074e-07 4.5137742e-07 205.84034905511945 0 -0.30648577213287354 1.3302323661360405 0.5969148278236389 3.6487052 nan nan nan 58.893637163546906 0.38034349101910236 -2.683755036288687\n", + "1,167 0.38909358176555053 0.4284423680675876 0.23326528792757678 0.3459109855134216 0.12551405863404855 8.76700210571289 1.2602565288543701 -0.6482102274894714 -0.646274745464325 18.708971 -1.1252965856256632e-07 4.4515681e-07 0.0 21.967123504012505 -1.1567636728286743 20.725286 -0.3056262783830847 -1.3646538 0.3733 20.238077 -0.16204777931782613 -1.7965397 0.3733 20.788153 -0.0028946091431594823 -1.521986 0.015590355 -19.303923 178.78328 421.27353 -0.3065233826637268 21.496632381861517 296.85895 2.3255537 0.10349282622337341 2.2348108 -0.966278153514542 -1.7330205113053976 -1.6164166274595297 2.4722178 1.4473464943545327 0.15857261863421246 0.15742234829525623 2.4722178 -0.09991137683391571 0.01162821426987648 -0.6298919320106506 99944 1 -1.469024973955347 -1.4730667784191478 1.6025645 -233.45155866798228 4.958240307345907 -81.78993982121428 68.41039 -8.61161514396646e-07 4.4515681e-07 247.41424503737375 0 -0.13593457639217377 2.32588572372793 -0.7227007746696472 3.8350785 nan nan nan 78.51290171740594 -108.88857930707961 -61.69010348297734\n", + "1,168 0.13128025060982543 0.13892906409656194 0.07761901232932818 0.10877511186828855 0.042348467938653364 8.829378128051758 0.945320188999176 -1.3487151861190796 -0.32563573122024536 35.68073 -6.829164901717445e-08 5.0387865e-07 0.0 21.449059479615702 -1.5585298538208008 21.971952 0.678119222946501 -0.29415557 0.40957612 20.77844 0.42905685318463965 -1.1768098 0.40957612 20.904022 -0.004349176003901913 -0.6494634 0.01665563 -13.799286 159.73665 292.4145 -0.06979773193597794 21.024777711937954 144.35234 2.104846 -0.6132096648216248 2.0921621 -2.47099662845572 -2.0149855855603285 -1.9733394462256058 2.7541013 0.22979677829391332 -1.4486076040619862 -1.501391448026907 2.7541013 -0.40418189764022827 -0.7111912369728088 -0.6041487455368042 99991 1 -0.46944864982128426 -0.4745794854764945 1.8139632 -177.56058760928534 65.5525804310451 -46.48781414288353 58.605503 4.792514094889688e-07 5.0387865e-07 194.90002549283213 0 -0.5130423903465271 2.1051179373093634 -0.10513915121555328 3.7279654 nan nan nan -18.401481977818147 -59.34776329404433 3.8806093685209264" ] }, "execution_count": 8, diff --git a/py-EnBiD-ananke b/py-EnBiD-ananke index f6702d8..99ae4df 160000 --- a/py-EnBiD-ananke +++ b/py-EnBiD-ananke @@ -1 +1 @@ -Subproject commit f6702d8bee01e73f3847925cc51b3d87ffb6c6d9 +Subproject commit 99ae4dfd61926f074cf2bfb0bfbcb08e1892cb18 diff --git a/py-Galaxia-ananke b/py-Galaxia-ananke index d8c6025..bf7d338 160000 --- a/py-Galaxia-ananke +++ b/py-Galaxia-ananke @@ -1 +1 @@ -Subproject commit d8c60257863182f33e3a265fd5e00fa62b49f75f +Subproject commit bf7d33806e177f09848b6702d121ebb55e153306 diff --git a/src/ananke/__metadata__.py b/src/ananke/__metadata__.py index 7a5eed8..90833b7 100644 --- a/src/ananke/__metadata__.py +++ b/src/ananke/__metadata__.py @@ -8,7 +8,7 @@ __copyright__ = None __credits__ = ["Adrien Thob", "Robyn Sanderson", "Andrew Eden"] __license__ = "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)" -__version__ = "0.1.0.dev1" +__version__ = "0.1.0b1" __maintainer__ = "Adrien Thob" __email__ = "athob@sas.upenn.edu" __url__ = "https://github.com/athob/py-ananke"