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@jtpio
Last active May 26, 2021 14:29
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JupyterLab 3.0.16 on Binder

JupyterLab 3.0 on Binder

Try it on Binder!

Binder

This conda environment demonstrates how to install JupyterLab extensions with conda or mamba, without any end user build or requiring Node.js.

It also installs the xeus-python kernel to enable the visual debugger sidebar by default.

And Jupyter Widgets!

image

name: jupyterlab-3
channels:
- conda-forge
dependencies:
- ipywidgets=7.6
- jupyterlab=3.0.16
- jupyterlab-python-file # JupyterLab extension installed with conda (no end user build)
- xeus-python
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{
"cells": [
{
"attachments": {
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},
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}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Debugging in JupyterLab\n",
"\n",
"## Using a kernel that supports debugging\n",
"\n",
"For now `xeus-python` is the only Jupyter kernel that supports debugging.\n",
"\n",
"Make sure `xpython` has been selected for this notebook. It should look like the following:\n",
"\n",
"![image.png](attachment:49189178-057d-4e68-ba76-3654e3cd336a.png)\n",
"\n",
"## Debugging a notebook\n",
"\n",
"Now let's enable the debugger for this notebook. The debugger can be enabled by turning the switch button on in the upper-right corner of the notebook:\n",
"\n",
"![image.png](attachment:326c992d-ebee-4124-a2be-735aeace57eb.png)\n",
"\n",
"Once debugging has been enabled, we can set breakpoints and step into the code."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's define a function that adds two elements:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def add(a, b):\n",
" res = a + b\n",
" return res"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can call the function and print the result:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"result = add(1, 2)\n",
"print(result)"
]
},
{
"attachments": {
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"
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gewAwA7IHADP+B5Cd3Rf4d96yAAAAAElFTkSuQmCC"
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"
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"
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"
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"
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"
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"
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"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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"Now let's go back to the first code cell and click on the gutter on line number 2 to add a breakpoint:\n",
"\n",
"![image.png](attachment:9c8b2d18-18db-401e-b7ae-440850431d57.png)\n",
"\n",
"Then let's execute the second code cell by clicking on the `Run` button:\n",
"\n",
"![image.png](attachment:f970d8e0-af2b-4a55-a71a-bb62bdee8cc3.png)\n",
"\n",
"The execution stops where the breakpoint is set:\n",
"\n",
"![image.png](attachment:e76b02a1-9dea-47cd-88e6-20b812530a91.png)\n",
"\n",
"## The Debugger Sidebar\n",
"\n",
"The debugger sidebar shows a variable explorer, a list of breakpoints, a source preview and the possibility to navigate the call stack.\n",
"\n",
"\n",
"You can expand the debugger sidebar by clicking on the bug icon on the right area:\n",
"\n",
"![image.png](attachment:1bc4cf2e-8f5f-4fe7-b2db-049e4e32ebde.png)\n",
"\n",
"The sidebar shows information about the current state of the execution, as well as the current list of breakpoints and callstack:\n",
"\n",
"![image.png](attachment:844169a1-f73b-458f-8921-1ebf220c317e.png)\n",
"\n",
"### Variables\n",
"\n",
"Variables can be explored using a tree view and a table view:\n",
"\n",
"![image.png](attachment:8d7de42f-e6eb-4583-8a17-aa3dbca4eb4e.png)\n",
"\n",
"### Callstack\n",
"\n",
"You can step into the code, and continue the execution using the debug actions:\n",
"\n",
"![image.png](attachment:1f46899e-d7d7-421d-b8e5-b710926e6fb8.png)\n",
"\n",
"### Breakpoints\n",
"\n",
"New breakpoints can be added and removed while the execution is stopped, and they will be shown in the list of breakpoints:\n",
"\n",
"![image.png](attachment:15b5582e-14a3-47ca-b5bd-87b4e181f4bd.png)\n",
"\n",
"### Source\n",
"\n",
"The source panel shows the source of the current file being debugged:\n",
"\n",
"![image.png](attachment:f1482432-1bbb-41d2-ac96-196bd64db333.png)\n",
"\n",
"If the source corresponds to a cell that has been deleted, clicking on the \"Open in Main Area\" button will open a read-only view of the source."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.7 (XPython)",
"language": "python",
"name": "xpython"
},
"language_info": {
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"version": "3.7.8"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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