Python library for easily interacting with trained machine learning models
Project description
tags: [gradio-custom-component, SimpleTextbox] title: gradio_perturbation_graph short_description: colorFrom: blue colorTo: yellow sdk: gradio pinned: false app_file: space.py
gradio_perturbation_graph
Python library for easily interacting with trained machine learning models
Installation
pip install gradio_perturbation_graph
Usage
import gradio as gr
from gradio_perturbation_graph import perturbation_graph
import json
default = {"ligands": [{"name": "4g", "content": "4g\n RDKit 3D\n\n 36 38 0 0 1 0 0 0 0 0999 V2000\n 40.8923 39.9203 68.4006 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.0165 40.2127 67.4304 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2640 39.8257 66.1503 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.4483 39.0944 65.8451 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.3218 38.8195 66.8379 N 0 0 0 0 0 0 0 0 0 0 0 0\n 41.9926 39.2534 68.0473 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.2919 40.9677 63.2538 N 0 0 0 0 0 0 0 0 0 0 0 0\n 36.9432 40.3275 64.3911 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.8788 39.9516 65.3742 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.2449 40.2418 65.1706 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.6000 40.9184 63.9830 C 0 0 0 0 0 0 0 0 0 0 0 0\n 38.5940 41.2601 63.0612 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.6112 37.5983 61.9541 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.5856 38.0630 62.8536 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.1983 38.5389 64.1189 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.8370 38.5679 64.5131 C 0 0 0 0 0 0 0 0 0 0 0 0\n 40.8781 38.0641 63.6022 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.2579 37.5988 62.3303 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8919 38.9796 69.0287 N 0 0 0 0 0 0 0 0 0 0 0 0\n 38.9447 41.9779 61.7744 C 0 0 0 0 0 0 0 0 0 0 0 0\n 35.4692 40.0215 64.5589 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.5597 39.4359 66.2697 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.6317 41.1681 63.7806 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.9018 37.2394 60.9779 H 0 0 0 0 0 0 0 0 0 0 0 0\n 44.6287 38.0594 62.5740 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.9651 38.8967 64.7914 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.8337 38.0252 63.8729 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.5065 37.2379 61.6440 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.7954 38.5755 68.8020 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.6995 39.2616 69.9892 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.7589 42.6851 61.9378 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.2614 41.2599 61.0167 H 0 0 0 0 0 0 0 0 0 0 0 0\n 38.0904 42.5334 61.3862 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.2961 39.3711 65.4177 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.0769 39.5211 63.6720 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.9055 40.9433 64.7111 H 0 0 0 0 0 0 0 0 0 0 0 0\n 1 2 2 0\n 1 6 1 0\n 2 3 1 0\n 3 4 2 0\n 3 10 1 0\n 4 5 1 0\n 4 16 1 0\n 5 6 2 0\n 6 19 1 0\n 7 8 2 0\n 7 12 1 0\n 8 9 1 0\n 8 21 1 0\n 9 10 2 0\n 9 22 1 0\n 10 11 1 0\n 11 12 2 0\n 11 23 1 0\n 12 20 1 0\n 13 14 2 0\n 13 18 1 0\n 13 24 1 0\n 14 15 1 0\n 14 25 1 0\n 15 16 2 0\n 15 26 1 0\n 16 17 1 0\n 17 18 2 0\n 17 27 1 0\n 18 28 1 0\n 19 29 1 0\n 19 30 1 0\n 20 31 1 0\n 20 32 1 0\n 20 33 1 0\n 21 34 1 0\n 21 35 1 0\n 21 36 1 0\nM END\n> <s_m_entry_id> (1) \n45\n\n> <s_m_entry_name> (1) \n4g.1\n\n> <s_pdb_PDB_format_version> (1) \n3.0\n\n> <s_m_Source_Path> (1) \nD:\\DPLC\\A2A-OPTI\\10mole\\sdf\n\n> <s_m_Source_File> (1) \n4g.sdf\n\n> <i_m_Source_File_Index> (1) \n1\n\n> <s_pdb_PDB_TITLE> (1) \nSTRUCTURE OF THE A2A-STAR2-BRIL562-COMPOUND 4E COMPLEX AT 1.9A OBTAINED FROM BESPOKE CO-CRYSTALLISATION EXPERIMENTS.\n\n> <r_pdb_PDB_CRYST1_a> (1) \n39.369\n\n> <r_pdb_PDB_CRYST1_b> (1) \n179.247\n\n> <r_pdb_PDB_CRYST1_c> (1) \n140.066\n\n> <r_pdb_PDB_CRYST1_alpha> (1) \n90\n\n> <r_pdb_PDB_CRYST1_beta> (1) \n90\n\n> <r_pdb_PDB_CRYST1_gamma> (1) \n90\n\n> <s_pdb_PDB_CRYST1_Space_Group> (1) \nC 2 2 21\n\n> <r_mpc_ALogP> (1) \n3.9604\n\n> <s_mpc_SMILES> (1) \nFC(F)(F)c1cc(cc(n1)C)-c(nnc(n2)N)c2-c3ccc(F)cc3\n\n> <s_pdb_PDB_ID> (1) \n5OLZ\n\n> <i_pdb_PDB_CRYST1_z> (1) \n8\n\n> <s_pdb_PDB_CLASSIFICATION> (1) \nMEMBRANE PROTEIN\n\n> <s_pdb_PDB_DEPOSITION_DATE> (1) \n28-JUL-17\n\n> <r_pdb_PDB_R> (1) \n0.173\n\n> <r_pdb_PDB_Rfree> (1) \n0.196\n\n> <r_pdb_PDB_RESOLUTION> (1) \n1.9\n\n> <s_pdb_PDB_EXPDTA> (1) \nX-RAY DIFFRACTION\n\n> <r_pdb_PDB_EXPDTA_TEMPERATURE> (1) \n100\n\n> <r_pdb_PDB_EXPDTA_PH> (1) \n5.3\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Chains> (1) \nA\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Matrix_1> (1) \n1.000000 0.000000 0.000000 0.000000;0.000000 1.000000 0.000000 0.000000;0.000000 0.000000 1.000000 0.000000\n\n> <s_m_job_name> (1) \nglide-dock_XP_42\n\n> <i_glide_grid_version> (1) \n94137\n\n> <r_glide_gridbox_xcent> (1) \n-20.9351295\n\n> <r_glide_gridbox_ycent> (1) \n4.78096038888889\n\n> <r_glide_gridbox_zcent> (1) \n17.6285738055556\n\n> <r_glide_gridbox_xrange> (1) \n18\n\n> <r_glide_gridbox_yrange> (1) \n18\n\n> <r_glide_gridbox_zrange> (1) \n18\n\n> <r_glide_gridbox_ligxrange> (1) \n10\n\n> <r_glide_gridbox_ligyrange> (1) \n10\n\n> <r_glide_gridbox_ligzrange> (1) \n10\n\n> <s_glide_grid_type> (1) \nglide\n\n> <s_i_glide_gridfile> (1) \nglide-grid_12\n\n> <i_i_glide_lignum> (1) \n9\n\n> <i_i_glide_rotatable_bonds> (1) \n2\n\n> <r_i_docking_score> (1) \n-10.6907191665867\n\n> <r_i_glide_ligand_efficiency> (1) \n-0.509081865075556\n\n> <r_i_glide_ligand_efficiency_sa> (1) \n-1.40451826388878\n\n> <r_i_glide_ligand_efficiency_ln> (1) \n-2.64325871130641\n\n> <r_glide_XP_GScore> (1) \n-10.6907191665867\n\n> <r_i_glide_gscore> (1) \n-10.6907191665867\n\n> <r_i_glide_evdw> (1) \n-37.0795974731445\n\n> <r_i_glide_ecoul> (1) \n-10.3729629516602\n\n> <r_i_glide_energy> (1) \n-47.4525604248047\n\n> <r_i_glide_einternal> (1) \n0.266062557697296\n\n> <r_i_glide_emodel> (1) \n-76.7900510348869\n\n> <r_glide_XP_HBond> (1) \n-2.1998989631454\n\n> <i_i_glide_confnum> (1) \n1\n\n> <i_i_glide_posenum> (1) \n13\n\n> <r_i_glide_eff_state_penalty> (1) \n0\n\n> <i_glide_XP_PoseRank> (1) \n1\n\n> <r_i_glide_rmsd> (1) \n1.35407454623776e-06\n\n> <s_glide_core_constrain_type> (1) \nsnapped_core_restrain\n\n> <s_glide_core_smarts> (1) \n[*]~[*]~1~[*]~[*]~[*](~[*])~[*]~[*]1~[*]~2~[*]~[*]~[*]~[*]~[*]2\n\n> <s_glide_core_atoms> (1) \n4 3 2 8 7 5 1 12 11 10 9 14 13 6\n\n> <i_lp_mmshare_version> (1) \n57137\n\n> <s_epik_input> (1) \nRmMxW2NIXVtjSF1jKFtjSF1bY0hdMSktYzJuYyhbTkgyXSlubmMyLWMoW2NIXTMpW2NIXWMoQyhGKShGKUYpbmMzW0NIM10=\n\n> <s_epik_cmdline> (1) \nJ2VwaWtfcHl0aG9uJywgJy1waCcsICc3LjQnLCAnLXRuJywgJzgnLCAnLW1hJywgJzUwMCcsICctaW1hZScsICc8aW5maWxlLm1hZT4nLCAnLW9tYWUnLCAnPG91dGZpbGUubWFlPic=\n\n> <r_lp_tautomer_probability> (1) \n1\n\n> <r_epik_Ionization_Penalty> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Charging> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Neutral> (1) \n 0.0000\n\n> <r_epik_State_Penalty> (1) \n 0.0000\n\n> <r_epik_Charging_Adjusted_Penalty> (1) \n0\n\n> <i_epik_Tot_Q> (1) \n0\n\n> <i_epik_Tot_abs_Q> (1) \n0\n\n> <i_f3d_flags> (1) \n0\n\n> <s_lp_Force_Field> (1) \nS-OPLS\n\n> <r_lp_Energy> (1) \n41.638328\n\n> <b_lp_Chiralities_Consistent> (1) \n1\n\n> <s_lp_Variant> (1) \n4l-1\n\n> <s_m_subgroup_title> (1) \nglide-dock_XP_42_pv1\n\n> <s_m_subgroupid> (1) \nglide-dock_XP_42_pv1\n\n> <b_m_subgroup_collapsed> (1) \n0\n\n$$$$\n", "formalCharge": None, "expDG": None}, {"name": "4h", "content": "4h\n RDKit 3D\n\n 36 38 0 0 1 0 0 0 0 0999 V2000\n 40.9064 39.7369 68.5006 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.0280 40.0883 67.5529 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2502 39.7559 66.2528 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.4272 39.0295 65.9030 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.3091 38.7005 66.8734 N 0 0 0 0 0 0 0 0 0 0 0 0\n 41.9945 39.0716 68.1083 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.1883 41.0713 63.5115 N 0 0 0 0 0 0 0 0 0 0 0 0\n 36.8693 40.4631 64.6733 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.8364 40.0225 65.5968 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.2070 40.2192 65.3140 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.5298 40.8624 64.0979 C 0 0 0 0 0 0 0 0 0 0 0 0\n 38.4933 41.2626 63.2350 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.5445 37.6383 61.9633 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.1962 37.6236 62.3574 C 0 0 0 0 0 0 0 0 0 0 0 0\n 40.8305 38.0632 63.6420 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.8008 38.5490 64.5503 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.1576 38.5312 64.1396 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.5300 38.0851 62.8582 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8919 38.7334 69.0706 N 0 0 0 0 0 0 0 0 0 0 0 0\n 38.8101 41.9374 61.9174 C 0 0 0 0 0 0 0 0 0 0 0 0\n 35.3903 40.2666 64.9335 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.5333 39.5330 66.5116 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.5599 41.0442 63.8288 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8908 37.2225 60.7243 F 0 0 0 0 0 0 0 0 0 0 0 0\n 40.4423 37.2636 61.6744 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.7896 38.0165 63.9263 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.9333 38.8717 64.8110 H 0 0 0 0 0 0 0 0 0 0 0 0\n 44.5687 38.0872 62.5617 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.8347 38.4624 68.8045 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.7438 39.0734 70.0189 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.6903 42.5745 62.0138 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.0087 41.1862 61.1522 H 0 0 0 0 0 0 0 0 0 0 0 0\n 37.9793 42.5589 61.5830 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.2205 39.6511 65.8173 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.9130 39.7749 64.0847 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.9048 41.2307 65.0904 H 0 0 0 0 0 0 0 0 0 0 0 0\n 1 2 2 0\n 1 6 1 0\n 2 3 1 0\n 3 4 2 0\n 3 10 1 0\n 4 5 1 0\n 4 16 1 0\n 5 6 2 0\n 6 19 1 0\n 7 8 2 0\n 7 12 1 0\n 8 9 1 0\n 8 21 1 0\n 9 10 2 0\n 9 22 1 0\n 10 11 1 0\n 11 12 2 0\n 11 23 1 0\n 12 20 1 0\n 13 14 2 0\n 13 18 1 0\n 13 24 1 0\n 14 15 1 0\n 14 25 1 0\n 15 16 2 0\n 15 26 1 0\n 16 17 1 0\n 17 18 2 0\n 17 27 1 0\n 18 28 1 0\n 19 29 1 0\n 19 30 1 0\n 20 31 1 0\n 20 32 1 0\n 20 33 1 0\n 21 34 1 0\n 21 35 1 0\n 21 36 1 0\nM END\n> <s_m_entry_id> (1) \n42\n\n> <s_m_entry_name> (1) \n4h.1\n\n> <s_pdb_PDB_format_version> (1) \n3.0\n\n> <s_m_Source_Path> (1) \nD:\\DPLC\\A2A-OPTI\\10mole\\sdf\n\n> <s_m_Source_File> (1) \n4h.sdf\n\n> <i_m_Source_File_Index> (1) \n1\n\n> <s_pdb_PDB_TITLE> (1) \nSTRUCTURE OF THE A2A-STAR2-BRIL562-COMPOUND 4E COMPLEX AT 1.9A OBTAINED FROM BESPOKE CO-CRYSTALLISATION EXPERIMENTS.\n\n> <r_pdb_PDB_CRYST1_a> (1) \n39.369\n\n> <r_pdb_PDB_CRYST1_b> (1) \n179.247\n\n> <r_pdb_PDB_CRYST1_c> (1) \n140.066\n\n> <r_pdb_PDB_CRYST1_alpha> (1) \n90\n\n> <r_pdb_PDB_CRYST1_beta> (1) \n90\n\n> <r_pdb_PDB_CRYST1_gamma> (1) \n90\n\n> <s_pdb_PDB_CRYST1_Space_Group> (1) \nC 2 2 21\n\n> <r_mpc_ALogP> (1) \n3.9604\n\n> <s_mpc_SMILES> (1) \nFC(F)(F)c1cc(cc(n1)C)-c(nnc(n2)N)c2-c3ccc(F)cc3\n\n> <s_pdb_PDB_ID> (1) \n5OLZ\n\n> <i_pdb_PDB_CRYST1_z> (1) \n8\n\n> <s_pdb_PDB_CLASSIFICATION> (1) \nMEMBRANE PROTEIN\n\n> <s_pdb_PDB_DEPOSITION_DATE> (1) \n28-JUL-17\n\n> <r_pdb_PDB_R> (1) \n0.173\n\n> <r_pdb_PDB_Rfree> (1) \n0.196\n\n> <r_pdb_PDB_RESOLUTION> (1) \n1.9\n\n> <s_pdb_PDB_EXPDTA> (1) \nX-RAY DIFFRACTION\n\n> <r_pdb_PDB_EXPDTA_TEMPERATURE> (1) \n100\n\n> <r_pdb_PDB_EXPDTA_PH> (1) \n5.3\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Chains> (1) \nA\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Matrix_1> (1) \n1.000000 0.000000 0.000000 0.000000;0.000000 1.000000 0.000000 0.000000;0.000000 0.000000 1.000000 0.000000\n\n> <s_m_job_name> (1) \nglide-dock_XP_42\n\n> <i_glide_grid_version> (1) \n94137\n\n> <r_glide_gridbox_xcent> (1) \n-20.9351295\n\n> <r_glide_gridbox_ycent> (1) \n4.78096038888889\n\n> <r_glide_gridbox_zcent> (1) \n17.6285738055556\n\n> <r_glide_gridbox_xrange> (1) \n18\n\n> <r_glide_gridbox_yrange> (1) \n18\n\n> <r_glide_gridbox_zrange> (1) \n18\n\n> <r_glide_gridbox_ligxrange> (1) \n10\n\n> <r_glide_gridbox_ligyrange> (1) \n10\n\n> <r_glide_gridbox_ligzrange> (1) \n10\n\n> <s_glide_grid_type> (1) \nglide\n\n> <s_i_glide_gridfile> (1) \nglide-grid_12\n\n> <i_i_glide_lignum> (1) \n10\n\n> <i_i_glide_rotatable_bonds> (1) \n2\n\n> <r_i_docking_score> (1) \n-10.9240224934919\n\n> <r_i_glide_ligand_efficiency> (1) \n-0.496546476976904\n\n> <r_i_glide_ligand_efficiency_sa> (1) \n-1.39134275655409\n\n> <r_i_glide_ligand_efficiency_ln> (1) \n-2.67022956081143\n\n> <r_glide_XP_GScore> (1) \n-10.9240224934919\n\n> <r_i_glide_gscore> (1) \n-10.9240224934919\n\n> <r_i_glide_evdw> (1) \n-37.0752029418945\n\n> <r_i_glide_ecoul> (1) \n-11.095742225647\n\n> <r_i_glide_energy> (1) \n-48.1709451675415\n\n> <r_i_glide_einternal> (1) \n3.07485175132751\n\n> <r_i_glide_emodel> (1) \n-75.4398956663047\n\n> <r_glide_XP_HBond> (1) \n-1.85263067703808\n\n> <i_i_glide_confnum> (1) \n1\n\n> <i_i_glide_posenum> (1) \n1\n\n> <r_i_glide_eff_state_penalty> (1) \n0\n\n> <i_glide_XP_PoseRank> (1) \n1\n\n> <r_i_glide_rmsd> (1) \n1.35407454623776e-06\n\n> <s_glide_core_constrain_type> (1) \nsnapped_core_restrain\n\n> <s_glide_core_smarts> (1) \n[*]~[*]~1~[*]~[*]~[*](~[*])~[*]~[*]1~[*]~2~[*]~[*]~[*]~[*]~[*]2\n\n> <s_glide_core_atoms> (1) \n4 3 2 8 7 5 1 12 11 10 9 14 13 6\n\n> <i_lp_mmshare_version> (1) \n57137\n\n> <s_epik_input> (1) \nRmMxW2NIXVtjSF1jKFtjSF1bY0hdMSktYzJuYyhbTkgyXSlubmMyLWMoW2NIXTMpW2NIXWMoQyhGKShGKUYpbmMzW0NIM10=\n\n> <s_epik_cmdline> (1) \nJ2VwaWtfcHl0aG9uJywgJy1waCcsICc3LjQnLCAnLXRuJywgJzgnLCAnLW1hJywgJzUwMCcsICctaW1hZScsICc8aW5maWxlLm1hZT4nLCAnLW9tYWUnLCAnPG91dGZpbGUubWFlPic=\n\n> <r_lp_tautomer_probability> (1) \n1\n\n> <r_epik_Ionization_Penalty> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Charging> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Neutral> (1) \n 0.0000\n\n> <r_epik_State_Penalty> (1) \n 0.0000\n\n> <r_epik_Charging_Adjusted_Penalty> (1) \n0\n\n> <i_epik_Tot_Q> (1) \n0\n\n> <i_epik_Tot_abs_Q> (1) \n0\n\n> <i_f3d_flags> (1) \n0\n\n> <s_lp_Force_Field> (1) \nS-OPLS\n\n> <r_lp_Energy> (1) \n41.638328\n\n> <b_lp_Chiralities_Consistent> (1) \n1\n\n> <s_lp_Variant> (1) \n4l-1\n\n> <s_m_subgroup_title> (1) \nglide-dock_XP_42_pv1\n\n> <s_m_subgroupid> (1) \nglide-dock_XP_42_pv1\n\n> <b_m_subgroup_collapsed> (1) \n0\n\n$$$$\n", "formalCharge": None, "expDG": None}, {"name": "4i", "content": "4i\n RDKit 3D\n\n 36 38 0 0 1 0 0 0 0 0999 V2000\n 40.8919 39.9317 68.6581 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.0062 40.2477 67.7050 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2293 39.8896 66.4121 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.4109 39.1628 66.0762 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.2926 38.8541 67.0549 N 0 0 0 0 0 0 0 0 0 0 0 0\n 41.9814 39.2610 68.2822 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.1366 41.1072 63.6536 N 0 0 0 0 0 0 0 0 0 0 0 0\n 36.8345 40.5359 64.8379 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.8118 40.1268 65.7650 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.1781 40.3269 65.4674 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.4851 40.9403 64.2316 C 0 0 0 0 0 0 0 0 0 0 0 0\n 38.4395 41.2915 63.3572 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.5871 37.9688 62.0816 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.2328 37.9406 62.4555 C 0 0 0 0 0 0 0 0 0 0 0 0\n 40.8537 38.2632 63.7697 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.8047 38.7058 64.7192 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.1636 38.7278 64.3193 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.5534 38.3726 63.0164 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8919 38.9778 69.2530 N 0 0 0 0 0 0 0 0 0 0 0 0\n 38.7425 41.9063 62.0065 C 0 0 0 0 0 0 0 0 0 0 0 0\n 35.3609 40.3520 65.1242 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.5178 39.6622 66.6955 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.5110 41.1263 63.9498 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8789 37.7138 61.0741 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2821 37.6626 61.5356 F 0 0 0 0 0 0 0 0 0 0 0 0\n 39.8066 38.2069 64.0260 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.9312 39.0505 65.0048 H 0 0 0 0 0 0 0 0 0 0 0 0\n 44.8543 38.4616 62.6542 F 0 0 0 0 0 0 0 0 0 0 0 0\n 43.7770 38.5476 69.0070 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.7222 39.2594 70.2322 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.6477 42.5128 62.0545 H 0 0 0 0 0 0 0 0 0 0 0 0\n 38.8924 41.1219 61.2636 H 0 0 0 0 0 0 0 0 0 0 0 0\n 37.9250 42.5441 61.6695 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.2015 39.7693 66.0313 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.8704 39.8358 64.2983 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.8902 41.3262 65.2534 H 0 0 0 0 0 0 0 0 0 0 0 0\n 1 2 2 0\n 1 6 1 0\n 2 3 1 0\n 3 4 2 0\n 3 10 1 0\n 4 5 1 0\n 4 16 1 0\n 5 6 2 0\n 6 19 1 0\n 7 8 2 0\n 7 12 1 0\n 8 9 1 0\n 8 21 1 0\n 9 10 2 0\n 9 22 1 0\n 10 11 1 0\n 11 12 2 0\n 11 23 1 0\n 12 20 1 0\n 13 14 2 0\n 13 18 1 0\n 13 24 1 0\n 14 15 1 0\n 14 25 1 0\n 15 16 2 0\n 15 26 1 0\n 16 17 1 0\n 17 18 2 0\n 17 27 1 0\n 18 28 1 0\n 19 29 1 0\n 19 30 1 0\n 20 31 1 0\n 20 32 1 0\n 20 33 1 0\n 21 34 1 0\n 21 35 1 0\n 21 36 1 0\nM END\n> <s_m_entry_id> (1) \n46\n\n> <s_m_entry_name> (1) \n4i.1\n\n> <s_pdb_PDB_format_version> (1) \n3.0\n\n> <s_m_Source_Path> (1) \nD:\\DPLC\\A2A-OPTI\\10mole\\sdf\n\n> <s_m_Source_File> (1) \n4i.sdf\n\n> <i_m_Source_File_Index> (1) \n1\n\n> <s_pdb_PDB_TITLE> (1) \nSTRUCTURE OF THE A2A-STAR2-BRIL562-COMPOUND 4E COMPLEX AT 1.9A OBTAINED FROM BESPOKE CO-CRYSTALLISATION EXPERIMENTS.\n\n> <r_pdb_PDB_CRYST1_a> (1) \n39.369\n\n> <r_pdb_PDB_CRYST1_b> (1) \n179.247\n\n> <r_pdb_PDB_CRYST1_c> (1) \n140.066\n\n> <r_pdb_PDB_CRYST1_alpha> (1) \n90\n\n> <r_pdb_PDB_CRYST1_beta> (1) \n90\n\n> <r_pdb_PDB_CRYST1_gamma> (1) \n90\n\n> <s_pdb_PDB_CRYST1_Space_Group> (1) \nC 2 2 21\n\n> <r_mpc_ALogP> (1) \n3.9604\n\n> <s_mpc_SMILES> (1) \nFC(F)(F)c1cc(cc(n1)C)-c(nnc(n2)N)c2-c3ccc(F)cc3\n\n> <s_pdb_PDB_ID> (1) \n5OLZ\n\n> <i_pdb_PDB_CRYST1_z> (1) \n8\n\n> <s_pdb_PDB_CLASSIFICATION> (1) \nMEMBRANE PROTEIN\n\n> <s_pdb_PDB_DEPOSITION_DATE> (1) \n28-JUL-17\n\n> <r_pdb_PDB_R> (1) \n0.173\n\n> <r_pdb_PDB_Rfree> (1) \n0.196\n\n> <r_pdb_PDB_RESOLUTION> (1) \n1.9\n\n> <s_pdb_PDB_EXPDTA> (1) \nX-RAY DIFFRACTION\n\n> <r_pdb_PDB_EXPDTA_TEMPERATURE> (1) \n100\n\n> <r_pdb_PDB_EXPDTA_PH> (1) \n5.3\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Chains> (1) \nA\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Matrix_1> (1) \n1.000000 0.000000 0.000000 0.000000;0.000000 1.000000 0.000000 0.000000;0.000000 0.000000 1.000000 0.000000\n\n> <s_m_job_name> (1) \nglide-dock_XP_42\n\n> <i_glide_grid_version> (1) \n94137\n\n> <r_glide_gridbox_xcent> (1) \n-20.9351295\n\n> <r_glide_gridbox_ycent> (1) \n4.78096038888889\n\n> <r_glide_gridbox_zcent> (1) \n17.6285738055556\n\n> <r_glide_gridbox_xrange> (1) \n18\n\n> <r_glide_gridbox_yrange> (1) \n18\n\n> <r_glide_gridbox_zrange> (1) \n18\n\n> <r_glide_gridbox_ligxrange> (1) \n10\n\n> <r_glide_gridbox_ligyrange> (1) \n10\n\n> <r_glide_gridbox_ligzrange> (1) \n10\n\n> <s_glide_grid_type> (1) \nglide\n\n> <s_i_glide_gridfile> (1) \nglide-grid_12\n\n> <i_i_glide_lignum> (1) \n1\n\n> <i_i_glide_rotatable_bonds> (1) \n2\n\n> <r_i_docking_score> (1) \n-10.6533176352112\n\n> <r_i_glide_ligand_efficiency> (1) \n-0.463187723270053\n\n> <r_i_glide_ligand_efficiency_sa> (1) \n-1.31724427030359\n\n> <r_i_glide_ligand_efficiency_ln> (1) \n-2.57606880313763\n\n> <r_glide_XP_GScore> (1) \n-10.6533176352112\n\n> <r_i_glide_gscore> (1) \n-10.6533176352112\n\n> <r_i_glide_evdw> (1) \n-35.6582565307617\n\n> <r_i_glide_ecoul> (1) \n-11.9602022171021\n\n> <r_i_glide_energy> (1) \n-47.6184587478638\n\n> <r_i_glide_einternal> (1) \n1.16375911235809\n\n> <r_i_glide_emodel> (1) \n-78.3857381921686\n\n> <r_glide_XP_HBond> (1) \n-1.79390146925849\n\n> <i_i_glide_confnum> (1) \n1\n\n> <i_i_glide_posenum> (1) \n13\n\n> <r_i_glide_eff_state_penalty> (1) \n0\n\n> <i_glide_XP_PoseRank> (1) \n1\n\n> <r_i_glide_rmsd> (1) \n1.35407454623776e-06\n\n> <s_glide_core_constrain_type> (1) \nsnapped_core_restrain\n\n> <s_glide_core_smarts> (1) \n[*]~[*]~1~[*]~[*]~[*](~[*])~[*]~[*]1~[*]~2~[*]~[*]~[*]~[*]~[*]2\n\n> <s_glide_core_atoms> (1) \n4 3 2 8 7 5 1 12 11 10 9 14 13 6\n\n> <i_lp_mmshare_version> (1) \n57137\n\n> <s_epik_input> (1) \nRmMxW2NIXVtjSF1jKFtjSF1bY0hdMSktYzJuYyhbTkgyXSlubmMyLWMoW2NIXTMpW2NIXWMoQyhGKShGKUYpbmMzW0NIM10=\n\n> <s_epik_cmdline> (1) \nJ2VwaWtfcHl0aG9uJywgJy1waCcsICc3LjQnLCAnLXRuJywgJzgnLCAnLW1hJywgJzUwMCcsICctaW1hZScsICc8aW5maWxlLm1hZT4nLCAnLW9tYWUnLCAnPG91dGZpbGUubWFlPic=\n\n> <r_lp_tautomer_probability> (1) \n1\n\n> <r_epik_Ionization_Penalty> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Charging> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Neutral> (1) \n 0.0000\n\n> <r_epik_State_Penalty> (1) \n 0.0000\n\n> <r_epik_Charging_Adjusted_Penalty> (1) \n0\n\n> <i_epik_Tot_Q> (1) \n0\n\n> <i_epik_Tot_abs_Q> (1) \n0\n\n> <i_f3d_flags> (1) \n0\n\n> <s_lp_Force_Field> (1) \nS-OPLS\n\n> <r_lp_Energy> (1) \n41.638328\n\n> <b_lp_Chiralities_Consistent> (1) \n1\n\n> <s_lp_Variant> (1) \n4l-1\n\n> <s_m_subgroup_title> (1) \nglide-dock_XP_42_pv1\n\n> <s_m_subgroupid> (1) \nglide-dock_XP_42_pv1\n\n> <b_m_subgroup_collapsed> (1) \n0\n\n$$$$\n", "formalCharge": None, "expDG": None}], "pairs": [{"ligandA": "4g", "ligandB": "4h", "similarity": 0.90173, "link": False}, {"ligandA": "4g", "ligandB": "4i", "similarity": 0.8154, "link": True}, {"ligandA": "4h", "ligandB": "4i", "similarity": 0.73849, "link": True}]}
defaultStr = json.dumps(default)
after = {"ligands": [{"name": "4g", "content": "4g\n RDKit 3D\n\n 36 38 0 0 1 0 0 0 0 0999 V2000\n 40.8923 39.9203 68.4006 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.0165 40.2127 67.4304 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2640 39.8257 66.1503 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.4483 39.0944 65.8451 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.3218 38.8195 66.8379 N 0 0 0 0 0 0 0 0 0 0 0 0\n 41.9926 39.2534 68.0473 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.2919 40.9677 63.2538 N 0 0 0 0 0 0 0 0 0 0 0 0\n 36.9432 40.3275 64.3911 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.8788 39.9516 65.3742 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.2449 40.2418 65.1706 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.6000 40.9184 63.9830 C 0 0 0 0 0 0 0 0 0 0 0 0\n 38.5940 41.2601 63.0612 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.6112 37.5983 61.9541 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.5856 38.0630 62.8536 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.1983 38.5389 64.1189 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.8370 38.5679 64.5131 C 0 0 0 0 0 0 0 0 0 0 0 0\n 40.8781 38.0641 63.6022 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.2579 37.5988 62.3303 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8919 38.9796 69.0287 N 0 0 0 0 0 0 0 0 0 0 0 0\n 38.9447 41.9779 61.7744 C 0 0 0 0 0 0 0 0 0 0 0 0\n 35.4692 40.0215 64.5589 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.5597 39.4359 66.2697 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.6317 41.1681 63.7806 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.9018 37.2394 60.9779 H 0 0 0 0 0 0 0 0 0 0 0 0\n 44.6287 38.0594 62.5740 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.9651 38.8967 64.7914 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.8337 38.0252 63.8729 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.5065 37.2379 61.6440 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.7954 38.5755 68.8020 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.6995 39.2616 69.9892 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.7589 42.6851 61.9378 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.2614 41.2599 61.0167 H 0 0 0 0 0 0 0 0 0 0 0 0\n 38.0904 42.5334 61.3862 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.2961 39.3711 65.4177 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.0769 39.5211 63.6720 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.9055 40.9433 64.7111 H 0 0 0 0 0 0 0 0 0 0 0 0\n 1 2 2 0\n 1 6 1 0\n 2 3 1 0\n 3 4 2 0\n 3 10 1 0\n 4 5 1 0\n 4 16 1 0\n 5 6 2 0\n 6 19 1 0\n 7 8 2 0\n 7 12 1 0\n 8 9 1 0\n 8 21 1 0\n 9 10 2 0\n 9 22 1 0\n 10 11 1 0\n 11 12 2 0\n 11 23 1 0\n 12 20 1 0\n 13 14 2 0\n 13 18 1 0\n 13 24 1 0\n 14 15 1 0\n 14 25 1 0\n 15 16 2 0\n 15 26 1 0\n 16 17 1 0\n 17 18 2 0\n 17 27 1 0\n 18 28 1 0\n 19 29 1 0\n 19 30 1 0\n 20 31 1 0\n 20 32 1 0\n 20 33 1 0\n 21 34 1 0\n 21 35 1 0\n 21 36 1 0\nM END\n> <s_m_entry_id> (1) \n45\n\n> <s_m_entry_name> (1) \n4g.1\n\n> <s_pdb_PDB_format_version> (1) \n3.0\n\n> <s_m_Source_Path> (1) \nD:\\DPLC\\A2A-OPTI\\10mole\\sdf\n\n> <s_m_Source_File> (1) \n4g.sdf\n\n> <i_m_Source_File_Index> (1) \n1\n\n> <s_pdb_PDB_TITLE> (1) \nSTRUCTURE OF THE A2A-STAR2-BRIL562-COMPOUND 4E COMPLEX AT 1.9A OBTAINED FROM BESPOKE CO-CRYSTALLISATION EXPERIMENTS.\n\n> <r_pdb_PDB_CRYST1_a> (1) \n39.369\n\n> <r_pdb_PDB_CRYST1_b> (1) \n179.247\n\n> <r_pdb_PDB_CRYST1_c> (1) \n140.066\n\n> <r_pdb_PDB_CRYST1_alpha> (1) \n90\n\n> <r_pdb_PDB_CRYST1_beta> (1) \n90\n\n> <r_pdb_PDB_CRYST1_gamma> (1) \n90\n\n> <s_pdb_PDB_CRYST1_Space_Group> (1) \nC 2 2 21\n\n> <r_mpc_ALogP> (1) \n3.9604\n\n> <s_mpc_SMILES> (1) \nFC(F)(F)c1cc(cc(n1)C)-c(nnc(n2)N)c2-c3ccc(F)cc3\n\n> <s_pdb_PDB_ID> (1) \n5OLZ\n\n> <i_pdb_PDB_CRYST1_z> (1) \n8\n\n> <s_pdb_PDB_CLASSIFICATION> (1) \nMEMBRANE PROTEIN\n\n> <s_pdb_PDB_DEPOSITION_DATE> (1) \n28-JUL-17\n\n> <r_pdb_PDB_R> (1) \n0.173\n\n> <r_pdb_PDB_Rfree> (1) \n0.196\n\n> <r_pdb_PDB_RESOLUTION> (1) \n1.9\n\n> <s_pdb_PDB_EXPDTA> (1) \nX-RAY DIFFRACTION\n\n> <r_pdb_PDB_EXPDTA_TEMPERATURE> (1) \n100\n\n> <r_pdb_PDB_EXPDTA_PH> (1) \n5.3\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Chains> (1) \nA\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Matrix_1> (1) \n1.000000 0.000000 0.000000 0.000000;0.000000 1.000000 0.000000 0.000000;0.000000 0.000000 1.000000 0.000000\n\n> <s_m_job_name> (1) \nglide-dock_XP_42\n\n> <i_glide_grid_version> (1) \n94137\n\n> <r_glide_gridbox_xcent> (1) \n-20.9351295\n\n> <r_glide_gridbox_ycent> (1) \n4.78096038888889\n\n> <r_glide_gridbox_zcent> (1) \n17.6285738055556\n\n> <r_glide_gridbox_xrange> (1) \n18\n\n> <r_glide_gridbox_yrange> (1) \n18\n\n> <r_glide_gridbox_zrange> (1) \n18\n\n> <r_glide_gridbox_ligxrange> (1) \n10\n\n> <r_glide_gridbox_ligyrange> (1) \n10\n\n> <r_glide_gridbox_ligzrange> (1) \n10\n\n> <s_glide_grid_type> (1) \nglide\n\n> <s_i_glide_gridfile> (1) \nglide-grid_12\n\n> <i_i_glide_lignum> (1) \n9\n\n> <i_i_glide_rotatable_bonds> (1) \n2\n\n> <r_i_docking_score> (1) \n-10.6907191665867\n\n> <r_i_glide_ligand_efficiency> (1) \n-0.509081865075556\n\n> <r_i_glide_ligand_efficiency_sa> (1) \n-1.40451826388878\n\n> <r_i_glide_ligand_efficiency_ln> (1) \n-2.64325871130641\n\n> <r_glide_XP_GScore> (1) \n-10.6907191665867\n\n> <r_i_glide_gscore> (1) \n-10.6907191665867\n\n> <r_i_glide_evdw> (1) \n-37.0795974731445\n\n> <r_i_glide_ecoul> (1) \n-10.3729629516602\n\n> <r_i_glide_energy> (1) \n-47.4525604248047\n\n> <r_i_glide_einternal> (1) \n0.266062557697296\n\n> <r_i_glide_emodel> (1) \n-76.7900510348869\n\n> <r_glide_XP_HBond> (1) \n-2.1998989631454\n\n> <i_i_glide_confnum> (1) \n1\n\n> <i_i_glide_posenum> (1) \n13\n\n> <r_i_glide_eff_state_penalty> (1) \n0\n\n> <i_glide_XP_PoseRank> (1) \n1\n\n> <r_i_glide_rmsd> (1) \n1.35407454623776e-06\n\n> <s_glide_core_constrain_type> (1) \nsnapped_core_restrain\n\n> <s_glide_core_smarts> (1) \n[*]~[*]~1~[*]~[*]~[*](~[*])~[*]~[*]1~[*]~2~[*]~[*]~[*]~[*]~[*]2\n\n> <s_glide_core_atoms> (1) \n4 3 2 8 7 5 1 12 11 10 9 14 13 6\n\n> <i_lp_mmshare_version> (1) \n57137\n\n> <s_epik_input> (1) \nRmMxW2NIXVtjSF1jKFtjSF1bY0hdMSktYzJuYyhbTkgyXSlubmMyLWMoW2NIXTMpW2NIXWMoQyhGKShGKUYpbmMzW0NIM10=\n\n> <s_epik_cmdline> (1) \nJ2VwaWtfcHl0aG9uJywgJy1waCcsICc3LjQnLCAnLXRuJywgJzgnLCAnLW1hJywgJzUwMCcsICctaW1hZScsICc8aW5maWxlLm1hZT4nLCAnLW9tYWUnLCAnPG91dGZpbGUubWFlPic=\n\n> <r_lp_tautomer_probability> (1) \n1\n\n> <r_epik_Ionization_Penalty> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Charging> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Neutral> (1) \n 0.0000\n\n> <r_epik_State_Penalty> (1) \n 0.0000\n\n> <r_epik_Charging_Adjusted_Penalty> (1) \n0\n\n> <i_epik_Tot_Q> (1) \n0\n\n> <i_epik_Tot_abs_Q> (1) \n0\n\n> <i_f3d_flags> (1) \n0\n\n> <s_lp_Force_Field> (1) \nS-OPLS\n\n> <r_lp_Energy> (1) \n41.638328\n\n> <b_lp_Chiralities_Consistent> (1) \n1\n\n> <s_lp_Variant> (1) \n4l-1\n\n> <s_m_subgroup_title> (1) \nglide-dock_XP_42_pv1\n\n> <s_m_subgroupid> (1) \nglide-dock_XP_42_pv1\n\n> <b_m_subgroup_collapsed> (1) \n0\n\n$$$$\n", "formalCharge": None, "expDG": None}, {"name": "4h", "content": "4h\n RDKit 3D\n\n 36 38 0 0 1 0 0 0 0 0999 V2000\n 40.9064 39.7369 68.5006 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.0280 40.0883 67.5529 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2502 39.7559 66.2528 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.4272 39.0295 65.9030 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.3091 38.7005 66.8734 N 0 0 0 0 0 0 0 0 0 0 0 0\n 41.9945 39.0716 68.1083 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.1883 41.0713 63.5115 N 0 0 0 0 0 0 0 0 0 0 0 0\n 36.8693 40.4631 64.6733 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.8364 40.0225 65.5968 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.2070 40.2192 65.3140 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.5298 40.8624 64.0979 C 0 0 0 0 0 0 0 0 0 0 0 0\n 38.4933 41.2626 63.2350 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.5445 37.6383 61.9633 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.1962 37.6236 62.3574 C 0 0 0 0 0 0 0 0 0 0 0 0\n 40.8305 38.0632 63.6420 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.8008 38.5490 64.5503 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.1576 38.5312 64.1396 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.5300 38.0851 62.8582 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8919 38.7334 69.0706 N 0 0 0 0 0 0 0 0 0 0 0 0\n 38.8101 41.9374 61.9174 C 0 0 0 0 0 0 0 0 0 0 0 0\n 35.3903 40.2666 64.9335 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.5333 39.5330 66.5116 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.5599 41.0442 63.8288 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8908 37.2225 60.7243 F 0 0 0 0 0 0 0 0 0 0 0 0\n 40.4423 37.2636 61.6744 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.7896 38.0165 63.9263 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.9333 38.8717 64.8110 H 0 0 0 0 0 0 0 0 0 0 0 0\n 44.5687 38.0872 62.5617 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.8347 38.4624 68.8045 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.7438 39.0734 70.0189 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.6903 42.5745 62.0138 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.0087 41.1862 61.1522 H 0 0 0 0 0 0 0 0 0 0 0 0\n 37.9793 42.5589 61.5830 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.2205 39.6511 65.8173 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.9130 39.7749 64.0847 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.9048 41.2307 65.0904 H 0 0 0 0 0 0 0 0 0 0 0 0\n 1 2 2 0\n 1 6 1 0\n 2 3 1 0\n 3 4 2 0\n 3 10 1 0\n 4 5 1 0\n 4 16 1 0\n 5 6 2 0\n 6 19 1 0\n 7 8 2 0\n 7 12 1 0\n 8 9 1 0\n 8 21 1 0\n 9 10 2 0\n 9 22 1 0\n 10 11 1 0\n 11 12 2 0\n 11 23 1 0\n 12 20 1 0\n 13 14 2 0\n 13 18 1 0\n 13 24 1 0\n 14 15 1 0\n 14 25 1 0\n 15 16 2 0\n 15 26 1 0\n 16 17 1 0\n 17 18 2 0\n 17 27 1 0\n 18 28 1 0\n 19 29 1 0\n 19 30 1 0\n 20 31 1 0\n 20 32 1 0\n 20 33 1 0\n 21 34 1 0\n 21 35 1 0\n 21 36 1 0\nM END\n> <s_m_entry_id> (1) \n42\n\n> <s_m_entry_name> (1) \n4h.1\n\n> <s_pdb_PDB_format_version> (1) \n3.0\n\n> <s_m_Source_Path> (1) \nD:\\DPLC\\A2A-OPTI\\10mole\\sdf\n\n> <s_m_Source_File> (1) \n4h.sdf\n\n> <i_m_Source_File_Index> (1) \n1\n\n> <s_pdb_PDB_TITLE> (1) \nSTRUCTURE OF THE A2A-STAR2-BRIL562-COMPOUND 4E COMPLEX AT 1.9A OBTAINED FROM BESPOKE CO-CRYSTALLISATION EXPERIMENTS.\n\n> <r_pdb_PDB_CRYST1_a> (1) \n39.369\n\n> <r_pdb_PDB_CRYST1_b> (1) \n179.247\n\n> <r_pdb_PDB_CRYST1_c> (1) \n140.066\n\n> <r_pdb_PDB_CRYST1_alpha> (1) \n90\n\n> <r_pdb_PDB_CRYST1_beta> (1) \n90\n\n> <r_pdb_PDB_CRYST1_gamma> (1) \n90\n\n> <s_pdb_PDB_CRYST1_Space_Group> (1) \nC 2 2 21\n\n> <r_mpc_ALogP> (1) \n3.9604\n\n> <s_mpc_SMILES> (1) \nFC(F)(F)c1cc(cc(n1)C)-c(nnc(n2)N)c2-c3ccc(F)cc3\n\n> <s_pdb_PDB_ID> (1) \n5OLZ\n\n> <i_pdb_PDB_CRYST1_z> (1) \n8\n\n> <s_pdb_PDB_CLASSIFICATION> (1) \nMEMBRANE PROTEIN\n\n> <s_pdb_PDB_DEPOSITION_DATE> (1) \n28-JUL-17\n\n> <r_pdb_PDB_R> (1) \n0.173\n\n> <r_pdb_PDB_Rfree> (1) \n0.196\n\n> <r_pdb_PDB_RESOLUTION> (1) \n1.9\n\n> <s_pdb_PDB_EXPDTA> (1) \nX-RAY DIFFRACTION\n\n> <r_pdb_PDB_EXPDTA_TEMPERATURE> (1) \n100\n\n> <r_pdb_PDB_EXPDTA_PH> (1) \n5.3\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Chains> (1) \nA\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Matrix_1> (1) \n1.000000 0.000000 0.000000 0.000000;0.000000 1.000000 0.000000 0.000000;0.000000 0.000000 1.000000 0.000000\n\n> <s_m_job_name> (1) \nglide-dock_XP_42\n\n> <i_glide_grid_version> (1) \n94137\n\n> <r_glide_gridbox_xcent> (1) \n-20.9351295\n\n> <r_glide_gridbox_ycent> (1) \n4.78096038888889\n\n> <r_glide_gridbox_zcent> (1) \n17.6285738055556\n\n> <r_glide_gridbox_xrange> (1) \n18\n\n> <r_glide_gridbox_yrange> (1) \n18\n\n> <r_glide_gridbox_zrange> (1) \n18\n\n> <r_glide_gridbox_ligxrange> (1) \n10\n\n> <r_glide_gridbox_ligyrange> (1) \n10\n\n> <r_glide_gridbox_ligzrange> (1) \n10\n\n> <s_glide_grid_type> (1) \nglide\n\n> <s_i_glide_gridfile> (1) \nglide-grid_12\n\n> <i_i_glide_lignum> (1) \n10\n\n> <i_i_glide_rotatable_bonds> (1) \n2\n\n> <r_i_docking_score> (1) \n-10.9240224934919\n\n> <r_i_glide_ligand_efficiency> (1) \n-0.496546476976904\n\n> <r_i_glide_ligand_efficiency_sa> (1) \n-1.39134275655409\n\n> <r_i_glide_ligand_efficiency_ln> (1) \n-2.67022956081143\n\n> <r_glide_XP_GScore> (1) \n-10.9240224934919\n\n> <r_i_glide_gscore> (1) \n-10.9240224934919\n\n> <r_i_glide_evdw> (1) \n-37.0752029418945\n\n> <r_i_glide_ecoul> (1) \n-11.095742225647\n\n> <r_i_glide_energy> (1) \n-48.1709451675415\n\n> <r_i_glide_einternal> (1) \n3.07485175132751\n\n> <r_i_glide_emodel> (1) \n-75.4398956663047\n\n> <r_glide_XP_HBond> (1) \n-1.85263067703808\n\n> <i_i_glide_confnum> (1) \n1\n\n> <i_i_glide_posenum> (1) \n1\n\n> <r_i_glide_eff_state_penalty> (1) \n0\n\n> <i_glide_XP_PoseRank> (1) \n1\n\n> <r_i_glide_rmsd> (1) \n1.35407454623776e-06\n\n> <s_glide_core_constrain_type> (1) \nsnapped_core_restrain\n\n> <s_glide_core_smarts> (1) \n[*]~[*]~1~[*]~[*]~[*](~[*])~[*]~[*]1~[*]~2~[*]~[*]~[*]~[*]~[*]2\n\n> <s_glide_core_atoms> (1) \n4 3 2 8 7 5 1 12 11 10 9 14 13 6\n\n> <i_lp_mmshare_version> (1) \n57137\n\n> <s_epik_input> (1) \nRmMxW2NIXVtjSF1jKFtjSF1bY0hdMSktYzJuYyhbTkgyXSlubmMyLWMoW2NIXTMpW2NIXWMoQyhGKShGKUYpbmMzW0NIM10=\n\n> <s_epik_cmdline> (1) \nJ2VwaWtfcHl0aG9uJywgJy1waCcsICc3LjQnLCAnLXRuJywgJzgnLCAnLW1hJywgJzUwMCcsICctaW1hZScsICc8aW5maWxlLm1hZT4nLCAnLW9tYWUnLCAnPG91dGZpbGUubWFlPic=\n\n> <r_lp_tautomer_probability> (1) \n1\n\n> <r_epik_Ionization_Penalty> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Charging> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Neutral> (1) \n 0.0000\n\n> <r_epik_State_Penalty> (1) \n 0.0000\n\n> <r_epik_Charging_Adjusted_Penalty> (1) \n0\n\n> <i_epik_Tot_Q> (1) \n0\n\n> <i_epik_Tot_abs_Q> (1) \n0\n\n> <i_f3d_flags> (1) \n0\n\n> <s_lp_Force_Field> (1) \nS-OPLS\n\n> <r_lp_Energy> (1) \n41.638328\n\n> <b_lp_Chiralities_Consistent> (1) \n1\n\n> <s_lp_Variant> (1) \n4l-1\n\n> <s_m_subgroup_title> (1) \nglide-dock_XP_42_pv1\n\n> <s_m_subgroupid> (1) \nglide-dock_XP_42_pv1\n\n> <b_m_subgroup_collapsed> (1) \n0\n\n$$$$\n", "formalCharge": None, "expDG": None}, {"name": "4i", "content": "4i\n RDKit 3D\n\n 36 38 0 0 1 0 0 0 0 0999 V2000\n 40.8919 39.9317 68.6581 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.0062 40.2477 67.7050 N 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2293 39.8896 66.4121 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.4109 39.1628 66.0762 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.2926 38.8541 67.0549 N 0 0 0 0 0 0 0 0 0 0 0 0\n 41.9814 39.2610 68.2822 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.1366 41.1072 63.6536 N 0 0 0 0 0 0 0 0 0 0 0 0\n 36.8345 40.5359 64.8379 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.8118 40.1268 65.7650 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.1781 40.3269 65.4674 C 0 0 0 0 0 0 0 0 0 0 0 0\n 39.4851 40.9403 64.2316 C 0 0 0 0 0 0 0 0 0 0 0 0\n 38.4395 41.2915 63.3572 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.5871 37.9688 62.0816 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.2328 37.9406 62.4555 C 0 0 0 0 0 0 0 0 0 0 0 0\n 40.8537 38.2632 63.7697 C 0 0 0 0 0 0 0 0 0 0 0 0\n 41.8047 38.7058 64.7192 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.1636 38.7278 64.3193 C 0 0 0 0 0 0 0 0 0 0 0 0\n 43.5534 38.3726 63.0164 C 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8919 38.9778 69.2530 N 0 0 0 0 0 0 0 0 0 0 0 0\n 38.7425 41.9063 62.0065 C 0 0 0 0 0 0 0 0 0 0 0 0\n 35.3609 40.3520 65.1242 C 0 0 0 0 0 0 0 0 0 0 0 0\n 37.5178 39.6622 66.6955 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.5110 41.1263 63.9498 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.8789 37.7138 61.0741 H 0 0 0 0 0 0 0 0 0 0 0 0\n 40.2821 37.6626 61.5356 F 0 0 0 0 0 0 0 0 0 0 0 0\n 39.8066 38.2069 64.0260 H 0 0 0 0 0 0 0 0 0 0 0 0\n 43.9312 39.0505 65.0048 H 0 0 0 0 0 0 0 0 0 0 0 0\n 44.8543 38.4616 62.6542 F 0 0 0 0 0 0 0 0 0 0 0 0\n 43.7770 38.5476 69.0070 H 0 0 0 0 0 0 0 0 0 0 0 0\n 42.7222 39.2594 70.2322 H 0 0 0 0 0 0 0 0 0 0 0 0\n 39.6477 42.5128 62.0545 H 0 0 0 0 0 0 0 0 0 0 0 0\n 38.8924 41.1219 61.2636 H 0 0 0 0 0 0 0 0 0 0 0 0\n 37.9250 42.5441 61.6695 H 0 0 0 0 0 0 0 0 0 0 0 0\n 35.2015 39.7693 66.0313 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.8704 39.8358 64.2983 H 0 0 0 0 0 0 0 0 0 0 0 0\n 34.8902 41.3262 65.2534 H 0 0 0 0 0 0 0 0 0 0 0 0\n 1 2 2 0\n 1 6 1 0\n 2 3 1 0\n 3 4 2 0\n 3 10 1 0\n 4 5 1 0\n 4 16 1 0\n 5 6 2 0\n 6 19 1 0\n 7 8 2 0\n 7 12 1 0\n 8 9 1 0\n 8 21 1 0\n 9 10 2 0\n 9 22 1 0\n 10 11 1 0\n 11 12 2 0\n 11 23 1 0\n 12 20 1 0\n 13 14 2 0\n 13 18 1 0\n 13 24 1 0\n 14 15 1 0\n 14 25 1 0\n 15 16 2 0\n 15 26 1 0\n 16 17 1 0\n 17 18 2 0\n 17 27 1 0\n 18 28 1 0\n 19 29 1 0\n 19 30 1 0\n 20 31 1 0\n 20 32 1 0\n 20 33 1 0\n 21 34 1 0\n 21 35 1 0\n 21 36 1 0\nM END\n> <s_m_entry_id> (1) \n46\n\n> <s_m_entry_name> (1) \n4i.1\n\n> <s_pdb_PDB_format_version> (1) \n3.0\n\n> <s_m_Source_Path> (1) \nD:\\DPLC\\A2A-OPTI\\10mole\\sdf\n\n> <s_m_Source_File> (1) \n4i.sdf\n\n> <i_m_Source_File_Index> (1) \n1\n\n> <s_pdb_PDB_TITLE> (1) \nSTRUCTURE OF THE A2A-STAR2-BRIL562-COMPOUND 4E COMPLEX AT 1.9A OBTAINED FROM BESPOKE CO-CRYSTALLISATION EXPERIMENTS.\n\n> <r_pdb_PDB_CRYST1_a> (1) \n39.369\n\n> <r_pdb_PDB_CRYST1_b> (1) \n179.247\n\n> <r_pdb_PDB_CRYST1_c> (1) \n140.066\n\n> <r_pdb_PDB_CRYST1_alpha> (1) \n90\n\n> <r_pdb_PDB_CRYST1_beta> (1) \n90\n\n> <r_pdb_PDB_CRYST1_gamma> (1) \n90\n\n> <s_pdb_PDB_CRYST1_Space_Group> (1) \nC 2 2 21\n\n> <r_mpc_ALogP> (1) \n3.9604\n\n> <s_mpc_SMILES> (1) \nFC(F)(F)c1cc(cc(n1)C)-c(nnc(n2)N)c2-c3ccc(F)cc3\n\n> <s_pdb_PDB_ID> (1) \n5OLZ\n\n> <i_pdb_PDB_CRYST1_z> (1) \n8\n\n> <s_pdb_PDB_CLASSIFICATION> (1) \nMEMBRANE PROTEIN\n\n> <s_pdb_PDB_DEPOSITION_DATE> (1) \n28-JUL-17\n\n> <r_pdb_PDB_R> (1) \n0.173\n\n> <r_pdb_PDB_Rfree> (1) \n0.196\n\n> <r_pdb_PDB_RESOLUTION> (1) \n1.9\n\n> <s_pdb_PDB_EXPDTA> (1) \nX-RAY DIFFRACTION\n\n> <r_pdb_PDB_EXPDTA_TEMPERATURE> (1) \n100\n\n> <r_pdb_PDB_EXPDTA_PH> (1) \n5.3\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Chains> (1) \nA\n\n> <s_pdb_PDB_REMARK_350_Biomolecule_1_Transform_1_Matrix_1> (1) \n1.000000 0.000000 0.000000 0.000000;0.000000 1.000000 0.000000 0.000000;0.000000 0.000000 1.000000 0.000000\n\n> <s_m_job_name> (1) \nglide-dock_XP_42\n\n> <i_glide_grid_version> (1) \n94137\n\n> <r_glide_gridbox_xcent> (1) \n-20.9351295\n\n> <r_glide_gridbox_ycent> (1) \n4.78096038888889\n\n> <r_glide_gridbox_zcent> (1) \n17.6285738055556\n\n> <r_glide_gridbox_xrange> (1) \n18\n\n> <r_glide_gridbox_yrange> (1) \n18\n\n> <r_glide_gridbox_zrange> (1) \n18\n\n> <r_glide_gridbox_ligxrange> (1) \n10\n\n> <r_glide_gridbox_ligyrange> (1) \n10\n\n> <r_glide_gridbox_ligzrange> (1) \n10\n\n> <s_glide_grid_type> (1) \nglide\n\n> <s_i_glide_gridfile> (1) \nglide-grid_12\n\n> <i_i_glide_lignum> (1) \n1\n\n> <i_i_glide_rotatable_bonds> (1) \n2\n\n> <r_i_docking_score> (1) \n-10.6533176352112\n\n> <r_i_glide_ligand_efficiency> (1) \n-0.463187723270053\n\n> <r_i_glide_ligand_efficiency_sa> (1) \n-1.31724427030359\n\n> <r_i_glide_ligand_efficiency_ln> (1) \n-2.57606880313763\n\n> <r_glide_XP_GScore> (1) \n-10.6533176352112\n\n> <r_i_glide_gscore> (1) \n-10.6533176352112\n\n> <r_i_glide_evdw> (1) \n-35.6582565307617\n\n> <r_i_glide_ecoul> (1) \n-11.9602022171021\n\n> <r_i_glide_energy> (1) \n-47.6184587478638\n\n> <r_i_glide_einternal> (1) \n1.16375911235809\n\n> <r_i_glide_emodel> (1) \n-78.3857381921686\n\n> <r_glide_XP_HBond> (1) \n-1.79390146925849\n\n> <i_i_glide_confnum> (1) \n1\n\n> <i_i_glide_posenum> (1) \n13\n\n> <r_i_glide_eff_state_penalty> (1) \n0\n\n> <i_glide_XP_PoseRank> (1) \n1\n\n> <r_i_glide_rmsd> (1) \n1.35407454623776e-06\n\n> <s_glide_core_constrain_type> (1) \nsnapped_core_restrain\n\n> <s_glide_core_smarts> (1) \n[*]~[*]~1~[*]~[*]~[*](~[*])~[*]~[*]1~[*]~2~[*]~[*]~[*]~[*]~[*]2\n\n> <s_glide_core_atoms> (1) \n4 3 2 8 7 5 1 12 11 10 9 14 13 6\n\n> <i_lp_mmshare_version> (1) \n57137\n\n> <s_epik_input> (1) \nRmMxW2NIXVtjSF1jKFtjSF1bY0hdMSktYzJuYyhbTkgyXSlubmMyLWMoW2NIXTMpW2NIXWMoQyhGKShGKUYpbmMzW0NIM10=\n\n> <s_epik_cmdline> (1) \nJ2VwaWtfcHl0aG9uJywgJy1waCcsICc3LjQnLCAnLXRuJywgJzgnLCAnLW1hJywgJzUwMCcsICctaW1hZScsICc8aW5maWxlLm1hZT4nLCAnLW9tYWUnLCAnPG91dGZpbGUubWFlPic=\n\n> <r_lp_tautomer_probability> (1) \n1\n\n> <r_epik_Ionization_Penalty> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Charging> (1) \n 0.0000\n\n> <r_epik_Ionization_Penalty_Neutral> (1) \n 0.0000\n\n> <r_epik_State_Penalty> (1) \n 0.0000\n\n> <r_epik_Charging_Adjusted_Penalty> (1) \n0\n\n> <i_epik_Tot_Q> (1) \n0\n\n> <i_epik_Tot_abs_Q> (1) \n0\n\n> <i_f3d_flags> (1) \n0\n\n> <s_lp_Force_Field> (1) \nS-OPLS\n\n> <r_lp_Energy> (1) \n41.638328\n\n> <b_lp_Chiralities_Consistent> (1) \n1\n\n> <s_lp_Variant> (1) \n4l-1\n\n> <s_m_subgroup_title> (1) \nglide-dock_XP_42_pv1\n\n> <s_m_subgroupid> (1) \nglide-dock_XP_42_pv1\n\n> <b_m_subgroup_collapsed> (1) \n0\n\n$$$$\n", "formalCharge": None, "expDG": None}], "pairs": [{"ligandA": "4g", "ligandB": "4h", "similarity": 0.90173, "link": True}, {"ligandA": "4g", "ligandB": "4i", "similarity": 0.8154, "link": True}, {"ligandA": "4h", "ligandB": "4i", "similarity": 0.73849, "link": True}]}
afterStr = json.dumps(after)
with gr.Blocks() as demo:
with gr.Row():
perturbation = perturbation_graph(placeholder=defaultStr, visible=True)
with gr.Row():
showbox_button = gr.Button("Calculation")
update_button = gr.Button("Update")
def my_print_function():
return perturbation_graph(placeholder=afterStr, visible=True)
# print(after['pairs'])
# for pair in list(after['pairs']):
# def match(item):
# return item['ligandA'] == pair['ligandA'] and item['ligandB'] == pair['ligandB']
# target = list(filter(lambda item: item['ligandA'] == pair['ligandA'] and item['ligandB'] == pair['ligandB'], a))
# if len(target) > 0:
# pair['link'] = True
# else:
# pair["link"] = False
def updatePerturbation1():
print('Click1')
return perturbation_graph(placeholder=defaultStr, visible=True)
showbox_button.click(
updatePerturbation1,
outputs=perturbation,
)
perturbation.change(
my_print_function,
outputs=perturbation,
)
print(dir(perturbation))
def updatePerturbation():
print('Click')
return perturbation_graph(placeholder=afterStr, visible=True)
update_button.click(updatePerturbation, outputs=perturbation)
if __name__ == "__main__":
demo.launch()
perturbation_graph
Initialization
name | type | default | description |
---|---|---|---|
value |
str | Callable | None
|
None |
default text to provide in textbox. If callable, the function will be called whenever the app loads to set the initial value of the component. |
placeholder |
str | None
|
None |
placeholder hint to provide behind textbox. |
label |
str | None
|
None |
component name in interface. |
every |
float | None
|
None |
If `value` is a callable, run the function 'every' number of seconds while the client connection is open. Has no effect otherwise. The event can be accessed (e.g. to cancel it) via this component's .load_event attribute. |
show_label |
bool | None
|
None |
if True, will display label. |
scale |
int | None
|
None |
relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True. |
min_width |
int
|
160 |
minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first. |
interactive |
bool | None
|
None |
if True, will be rendered as an editable textbox; if False, editing will be disabled. If not provided, this is inferred based on whether the component is used as an input or output. |
visible |
bool
|
True |
If False, component will be hidden. |
rtl |
bool
|
False |
If True and `type` is "text", sets the direction of the text to right-to-left (cursor appears on the left of the text). Default is False, which renders cursor on the right. |
elem_id |
str | None
|
None |
An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles. |
elem_classes |
list[str] | str | None
|
None |
An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles. |
render |
bool
|
True |
If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later. |
key |
int | str | None
|
None |
if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved. |
Events
name | description |
---|---|
input |
This listener is triggered when the user changes the value of the perturbation_graph. |
change |
Triggered when the value of the perturbation_graph changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See .input() for a listener that is only triggered by user input. |
submit |
This listener is triggered when the user presses the Enter key while the perturbation_graph is focused. |
like |
This listener is triggered when the user likes/dislikes from within the perturbation_graph. This event has EventData of type gradio.LikeData that carries information, accessible through LikeData.index and LikeData.value. See EventData documentation on how to use this event data. |
User function
The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both).
- When used as an Input, the component only impacts the input signature of the user function.
- When used as an output, the component only impacts the return signature of the user function.
The code snippet below is accurate in cases where the component is used as both an input and an output.
- As output: Is passed, passes text value as a {str} into the function.
- As input: Should return, expects a {str} returned from function and sets textarea value to it.
def predict(
value: str | None
) -> str | None:
return value
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