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… saving a history of objects. Instead of always calling openBIS for the objects. One may check inside the dictionary if it is already there.
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Notebooks/connection_to_openbis/.create_molecule-0.ipynb
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from IPython.display import display\n", | ||
"import ipywidgets as ipw\n", | ||
"import widgets\n", | ||
"import utils\n", | ||
"import os\n", | ||
"import rdkit\n", | ||
"from rdkit.Chem import AllChem, Draw, rdMolDescriptors\n", | ||
"import io\n", | ||
"from pathlib import Path" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"CONFIG = utils.read_json(\"config.json\")\n", | ||
"CONFIG_ELN = utils.get_aiidalab_eln_config()\n", | ||
"# CONFIG_ELN = utils.read_json(\"eln_config.json\")\n", | ||
"OPENBIS_SESSION, SESSION_DATA = utils.connect_openbis(CONFIG_ELN[\"url\"], CONFIG_ELN[\"token\"])\n", | ||
"\n", | ||
"molecule_widgets = widgets.ObjectPropertiesWidgets(\"Molecule\")\n", | ||
"\n", | ||
"molecule_structure = ipw.Image(\n", | ||
" value=utils.read_file(CONFIG[\"default_image_filepath\"]), format='jpg', \n", | ||
" width='420px', height='450px', layout=ipw.Layout(border='solid 1px #cccccc')\n", | ||
")\n", | ||
"\n", | ||
"molecule_cdxml_file = ipw.FileUpload(multiple = False, accept = '.cdxml')\n", | ||
"\n", | ||
"molecule_support_files = ipw.FileUpload(multiple = True)\n", | ||
"\n", | ||
"increase_buttons_size = utils.HTML(data = ''.join(CONFIG[\"save_home_buttons_settings\"]))\n", | ||
"create_button = utils.Button(\n", | ||
" description = '', disabled = False, button_style = '', tooltip = 'Save', \n", | ||
" icon = 'save', layout = ipw.Layout(width = '100px', height = '50px')\n", | ||
")\n", | ||
"quit_button = utils.Button(\n", | ||
" description = '', disabled = False, button_style = '', \n", | ||
" tooltip = 'Main menu', icon = 'home', layout = ipw.Layout(width = '100px', height = '50px')\n", | ||
")\n", | ||
"save_close_buttons_hbox = ipw.HBox([create_button, quit_button])" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"def close_notebook(b):\n", | ||
" display(utils.Javascript(data = 'window.location.replace(\"home.ipynb\")'))\n", | ||
"\n", | ||
"def load_molecule_structure(change):\n", | ||
" for filename in molecule_cdxml_file.value:\n", | ||
" file_info = molecule_cdxml_file.value[filename]\n", | ||
" utils.save_file(file_info['content'], \"structures/structure.cdxml\")\n", | ||
" \n", | ||
" cdxml_molecule = utils.read_file(\"structures/structure.cdxml\")\n", | ||
" molecules = rdkit.Chem.MolsFromCDXML(cdxml_molecule)\n", | ||
" \n", | ||
" if len(molecules) == 1:\n", | ||
" mol = molecules[0] # Get first molecule\n", | ||
" mol_chemical_formula = rdMolDescriptors.CalcMolFormula(mol) # Sum Formula\n", | ||
" mol_smiles = rdkit.Chem.MolToSmiles(mol) # Canonical Smiles\n", | ||
" chem_mol = rdkit.Chem.MolFromSmiles(mol_smiles)\n", | ||
" \n", | ||
" if chem_mol is not None:\n", | ||
" AllChem.Compute2DCoords(chem_mol) # Add coords to the atoms in the molecule\n", | ||
" img = Draw.MolToImage(chem_mol)\n", | ||
" buffer = io.BytesIO()\n", | ||
" img.save(buffer, format=\"PNG\")\n", | ||
" molecule_structure.value = buffer.getvalue()\n", | ||
" img.save(\"structures/structure.png\")\n", | ||
" else:\n", | ||
" print(f\"Cannot generate molecule image.\")\n", | ||
" \n", | ||
" molecule_widgets.properties_widgets[\"sum_formula\"].value = mol_chemical_formula\n", | ||
" molecule_widgets.properties_widgets[\"smiles\"].value = mol_smiles\n", | ||
" \n", | ||
" elif len(molecules) > 1:\n", | ||
" print(f\"There are more than one molecule in the file: {filename}\") \n", | ||
" else:\n", | ||
" print(f\"There are no molecules in the file: {filename}\")\n", | ||
" \n", | ||
"def create_molecule_openbis(b):\n", | ||
" object_properties = {}\n", | ||
" for prop in CONFIG[\"objects\"][\"Molecule\"][\"properties\"]:\n", | ||
" object_properties[prop] = molecule_widgets.properties_widgets[prop].value\n", | ||
" \n", | ||
" # Check if the molecule is already in openBIS\n", | ||
" smiles_molecules_openbis = [molecule.props['smiles'] for molecule in utils.get_openbis_objects(OPENBIS_SESSION, type =\"MOLECULE\")]\n", | ||
" \n", | ||
" if object_properties[\"smiles\"] in smiles_molecules_openbis:\n", | ||
" display(utils.Javascript(data = \"alert('Molecule is already in openBIS!')\"))\n", | ||
" \n", | ||
" if Path(\"structures/structure.png\").exists():\n", | ||
" os.remove(\"structures/structure.png\")\n", | ||
" \n", | ||
" if Path(\"structures/structure.png\").exists():\n", | ||
" os.remove(\"structures/structure.cdxml\")\n", | ||
" else:\n", | ||
" molecule_object = utils.create_openbis_object(\n", | ||
" OPENBIS_SESSION, type=\"MOLECULE\", \n", | ||
" collection=\"/MATERIALS/MOLECULES/MOLECULE_COLLECTION\", \n", | ||
" props = object_properties\n", | ||
" )\n", | ||
" \n", | ||
" # Send molecule image to openBIS\n", | ||
" if Path(\"structures/structure.png\").exists():\n", | ||
" # Upload cdxml\n", | ||
" utils.create_openbis_dataset(OPENBIS_SESSION, type = \"ELN_PREVIEW\", object = molecule_object, file = \"structures/structure.png\")\n", | ||
" os.remove(\"structures/structure.png\")\n", | ||
" \n", | ||
" if Path(\"structures/structure.png\").exists():\n", | ||
" # Upload cdxml\n", | ||
" utils.create_openbis_dataset(OPENBIS_SESSION, type = \"RAW_DATA\", object = molecule_object, file = \"structures/structure.cdxml\")\n", | ||
" os.remove(\"structures/structure.cdxml\")\n", | ||
" \n", | ||
" # Additional support files\n", | ||
" upload_datasets(molecule_object, molecule_support_files)\n", | ||
" \n", | ||
" display(utils.Javascript(data = \"alert('Upload successful!')\"))\n", | ||
"\n", | ||
"def upload_datasets(method_object, support_files_widget):\n", | ||
" for filename in support_files_widget.value:\n", | ||
" file_info = support_files_widget.value[filename]\n", | ||
" utils.save_file(file_info['content'], filename)\n", | ||
" utils.create_openbis_dataset(OPENBIS_SESSION, type = 'RAW_DATA', object = method_object, file = filename)\n", | ||
" os.remove(filename)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Create molecule" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Upload CDXML file" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"display(molecule_structure)\n", | ||
"display(molecule_cdxml_file)\n", | ||
"molecule_cdxml_file.observe(load_molecule_structure, names = \"value\")" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Properties" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"display(molecule_widgets)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Support files" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"display(molecule_support_files)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Save results" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"display(save_close_buttons_hbox)\n", | ||
"display(increase_buttons_size)\n", | ||
"create_button.on_click(create_molecule_openbis)\n", | ||
"quit_button.on_click(close_notebook)" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "base", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.9.13" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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