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52 changes: 32 additions & 20 deletions scripts/FormFactor_to_TotalDensity_model_training_walkthrough.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -60,26 +60,38 @@
"metadata": {},
"outputs": [],
"source": [
"# Initialize the NMR lipids databank\n",
"\n",
"import sys\n",
"import os\n",
"import re\n",
"\n",
"# This installs FAIRMD Lipids in your python environment,\n",
"# you can use the same commands on your local machine if you run it locally.\n",
"\n",
"!pip install fairmd-lipids\n",
"\n",
"if not os.environ.get(\"FMDL_DATA_PATH\", False): \n",
" if os.path.isdir('BilayerData'):\n",
" print(\"Folder BilayerData already exist. Skip clonning..\")\n",
" else:\n",
" !fmdl_initialize_data stable\n",
" with open(\"databank_env.rc\") as f:\n",
" for s in f.readlines():\n",
" m = re.match(r\"^export\\s+([A-Z_][A-Z0-9_]*)=(.+)$\", s)\n",
" if m:\n",
" key, value = m.groups()\n",
" print(f\"Setting {key}={value}\")\n",
" os.environ[key] = value\n",
"\n",
"# On local machine, you can set NMLDB_DATA_PATH to the path where you cloned the BilayerData repository.\n",
"\n",
"# ML libraries\n",
"!pip3 install scikeras\n",
"!pip3 install scikit-learn==1.5.2\n",
"\n",
"# -- additional functions --\n",
"if 'google.colab' in sys.modules:\n",
" !git clone https://github.com/NMRlipids/Databank\n",
" %cd Databank\n",
" !git submodule update --init --remote\n",
" !sed -i '/numpy/s/^/# /' Scripts/DatabankLib/requirements.txt\n",
" !pip3 install .\n",
" os.environ[\"NMLDB_ROOT_PATH\"] = \"/content/Databank\"\n",
" databankPath = \"/content/Databank\"\n",
" !pip3 install scikeras\n",
" !pip3 install scikit-learn==1.5.2\n",
" # -- additional functions --\n",
" %cd /content\n",
" !git clone https://github.com/NMRLipids/databank-template.git\n",
" %cd /content/Databank\n",
" sys.path.append('/content/databank-template/scripts')\n",
" sys.path.append('./databank-template/scripts')\n",
"\n",
"# On local machine, you should set NMLDB_ROOT_PATH to the path where you cloned the repository.\n",
"# You can do it either from command line or here by uncommenting the next line:\n",
Expand Down Expand Up @@ -145,12 +157,12 @@
],
"source": [
"# -- databank imports --\n",
"from DatabankLib.core import initialize_databank\n",
"from DatabankLib.databankLibrary import GetEquilibrationTimes, getHydrationLevel\n",
"from DatabankLib.plottings import *\n",
"from fairmd.lipids.core import initialize_databank\n",
"from fairmd.lipids.databankLibrary import GetEquilibrationTimes, getHydrationLevel\n",
"from fairmd.lipids.plottings import *\n",
"\n",
"# -- additional functions --\n",
"from new_functions import *\n"
"from new_functions import *"
]
},
{
Expand Down Expand Up @@ -11583,5 +11595,5 @@
}
},
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 4
}
4 changes: 2 additions & 2 deletions scripts/new_functions/databank_functions.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
from typing import Any, Literal
import os

import DatabankLib as dlb
import fairmd.lipids as dlb

logger = logging.getLogger(__name__)

Expand Down Expand Up @@ -55,7 +55,7 @@ def get_form_factor_and_total_density_pair(

:return: Form factor and total density of the simulation.
"""
system_endpath = os.path.join(dlb.NMLDB_SIMU_PATH, system["path"])
system_endpath = os.path.join(dlb.FMDL_SIMU_PATH, system["path"])
form_factor_path = os.path.join(system_endpath, "FormFactor.json")
total_density_path = os.path.join(system_endpath, "TotalDensity.json")

Expand Down
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