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Description
Type: Performance Issue
Dear Vs Code Team,
I have an issue in running a simple code with a dataset containing only 5 entries on a Jupyter Notebook. The execution of these lines in particular
'PandasTools.AddMoleculeColumnToFrame(mols_df,'SMILES')
mols_df.head(2)'
consumes a lot RAM memory till it crashes and the laptop restarts showing me that "the device has ran into a problem". I tried executing the same code and using the same dataset on other PC with even lower specs, it works fine. Furthermore, I have installed the latest system drivers as well as installing and uninstalling VS code but the same issue persists. Also, I checked this issue with the manufacturing company of my laptop, they advised that there is no problem with my laptop and advised the problem should be in VS code itself.
from pathlib import Path
import math
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from matplotlib.lines import Line2D
import matplotlib.patches as mpatches
from rdkit import Chem
from rdkit.Chem import Descriptors, Draw, PandasTools
PandasTools.RenderImagesInAllDataFrames(images=True)
mols = pd.read_csv('H17M000 - Copy.smi', sep='\t', header=None, names=['SMILES', 'ID'])
mols_df = pd.DataFrame(data=mols)
PandasTools.AddMoleculeColumnToFrame(mols_df,'SMILES')
mols_df.head(2)'
VS Code version: Code 1.107.1 (994fd12f8d3a5aa16f17d42c041e5809167e845a, 2025-12-17T14:15:14.850Z)
OS version: Windows_NT x64 10.0.26200
Modes:
System Info
| Item | Value |
|---|---|
| CPUs | Intel(R) Core(TM) Ultra 9 275HX (24 x 3072) |
| GPU Status | 2d_canvas: enabled direct_rendering_display_compositor: disabled_off_ok gpu_compositing: enabled multiple_raster_threads: enabled_on opengl: enabled_on rasterization: enabled raw_draw: disabled_off_ok skia_graphite: disabled_off trees_in_viz: disabled_off video_decode: enabled video_encode: enabled webgl: enabled webgl2: enabled webgpu: enabled webnn: disabled_off |
| Load (avg) | undefined |
| Memory (System) | 31.46GB (20.70GB free) |
| Process Argv | --crash-reporter-id a871c3ce-f460-4719-8226-456f7f58752b |
| Screen Reader | no |
| VM | 0% |
Process Info
CPU % Mem MB PID Process
0 87 16492 code
0 3 2240 crashpad-handler
0 15 9988 utility-network-service
0 77 11448 shared-process
0 294 11456 window [1] (Settings - 2d - Visual Studio Code)
0 96 18320 extension-host [1]
0 3 15656 c:\Users\mouss\.vscode\extensions\ms-python.python-2025.20.1-win32-x64\python-env-tools\bin\pet.exe server
0 1 16068 C:\windows\system32\conhost.exe 0x4
0 1556 19164 c:\Users\mouss\miniconda3\envs\my-rdkit-env\python.exe -m ipykernel_launcher --f=c:\Users\mouss\AppData\Roaming\jupyter\runtime\kernel-v3737cc3a713ef1bc51c7c136d85904dc1d6552341.json
0 7 2064 C:\windows\system32\conhost.exe 0x4
0 264 28736 electron-nodejs (bundle.js)
0 5 28916 c:\Users\mouss\miniconda3\envs\my-rdkit-env\python.exe c:\Users\mouss\.vscode\extensions\ms-toolsai.jupyter-2025.9.1-win32-x64\pythonFiles\vscode_datascience_helpers\kernel_interrupt_daemon.py --ppid 18320
0 1 28972 C:\windows\system32\conhost.exe 0x4
0 38 26860 window
0 72 27304 gpu-process
0 19 27720 pty-host
0 10 23592 C:\windows\System32\WindowsPowerShell\v1.0\powershell.exe -noexit -command "try { . \"c:\Users\mouss\AppData\Local\Programs\Microsoft VS Code\resources\app\out\vs\workbench\contrib\terminal\common\scripts\shellIntegration.ps1\" } catch {}"
0 2 28324 conpty-agent
0 9 28380 C:\windows\System32\WindowsPowerShell\v1.0\powershell.exe -noexit -command "try { . \"c:\Users\mouss\AppData\Local\Programs\Microsoft VS Code\resources\app\out\vs\workbench\contrib\terminal\common\scripts\shellIntegration.ps1\" } catch {}"
0 2 29016 conpty-agent
0 2 29236 conpty-agent
0 11 29296 C:\windows\System32\WindowsPowerShell\v1.0\powershell.exe -noexit -command "try { . \"c:\Users\mouss\AppData\Local\Programs\Microsoft VS Code\resources\app\out\vs\workbench\contrib\terminal\common\scripts\shellIntegration.ps1\" } catch {}"
0 24 28040 file-watcher [1]
Workspace Info
| Window (Settings - 2d - Visual Studio Code)
| Folder (2d): 8 files
| File types: smi(4) py(1)
| Conf files:;
Extensions (9)
| Extension | Author (truncated) | Version |
|---|---|---|
| debugpy | ms- | 2025.18.0 |
| python | ms- | 2025.20.1 |
| vscode-pylance | ms- | 2025.10.4 |
| vscode-python-envs | ms- | 1.14.0 |
| jupyter | ms- | 2025.9.1 |
| jupyter-keymap | ms- | 1.1.2 |
| jupyter-renderers | ms- | 1.3.0 |
| vscode-jupyter-cell-tags | ms- | 0.1.9 |
| vscode-jupyter-slideshow | ms- | 0.1.6 |
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