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Last active November 24, 2024 02:38
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Demostration Collecting a cell from a previously run Jupyter Notebook and making PDF with that output

The demonstration notebook , related to SO question 'How to export all output from certain Jupyter cell, say, using %%capture magic, and save output to a PDF file?', was developed and works in MyBinder-served Jupyter sessions launched from here. However, the easiest way to launch is to click here so this demo notebook will be opened in that environment. (It was set up to have the PDF making step work with !jupyter nbconvert --no-input --to pdf new_ntbk.ipynb.)

Or click: Binder

If you start the session from the development repo here, you can run the following in a new notebook to get the demo notebook:

!curl -OL https://gist.githubusercontent.com/fomightez/8ecab697c1183da25180b935f465951e/raw/207e1e0006a5d07ebdd90b03405707c610fb3561/collecting_one_cell_and_making_pdf_with_output.ipynb

Once the session starts, drag from your local system the notebook into the file navigation panel on the left and release your most button to drop.
Alternatively, get the notebook onto your local system from here, and then drag from your local system the notebook into the file navigation panel on the left and release your most button to drop. That will upload it from your local system to the remote session.
It should work and look much like this static form of that notebook run.

Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"id": "c883f9c1-a9e7-4740-9ff2-676fb324f98d",
"metadata": {},
"source": [
"# Collecting a cell from a previously run Jupyter Notebook and making PDF with that output\n",
"\n",
"suggestion in regards to [SO post 'How to export all output from certain Jupyter cell, say, using %%capture magic, and save output to a PDF file?'](https://stackoverflow.com/q/79209301/8508004)"
]
},
{
"cell_type": "markdown",
"id": "4b0f7bf7-86ea-4fd9-9dfa-1642e1107ca7",
"metadata": {},
"source": [
"## Preparation\n",
"#### Get an example notebook \n",
"([example chosen to serve in this case](https://nbviewer.org/github/binder-examples/conda/blob/main/index.ipynb))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "545507ea-a8a6-4100-80e4-31f3447a082a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 23161 100 23161 0 0 168k 0 --:--:-- --:--:-- --:--:-- 170k\n"
]
}
],
"source": [
"!curl -L -o example_nb.ipynb https://raw.githubusercontent.com/binder-examples/conda/refs/heads/main/index.ipynb"
]
},
{
"cell_type": "markdown",
"id": "28dbfa23-02ff-4f20-a8e0-423e85604039",
"metadata": {},
"source": [
"## Set up for and extract the targeted cell"
]
},
{
"cell_type": "markdown",
"id": "bf04e891-a6d2-4df3-9202-65f2c2b20f7f",
"metadata": {},
"source": [
"Define which cell of the notebook ([example in this case](https://nbviewer.org/github/binder-examples/conda/blob/main/index.ipynb)) you want:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "8840d149-e70d-4a1e-b1b1-6662dcd8d66c",
"metadata": {},
"outputs": [],
"source": [
"number_cell_to_keep = 11 #keep in mind that Python uses zero indexing so lower by 1"
]
},
{
"attachments": {
"bf31f7c2-6cef-414b-b216-0c928e79e1cb.png": {
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"
}
},
"cell_type": "markdown",
"id": "ab681569-edb3-4d17-a34b-e79d4ad816e1",
"metadata": {},
"source": [
"\n",
"**BELOW** is what the notebook looks like. The final cell has been assigned by the setting for `number_cell_to_keep`:\n",
"\n",
"![ss11222024.png](attachment:bf31f7c2-6cef-414b-b216-0c928e79e1cb.png)\n",
"\n",
"\n",
"Picked that cell as example because **that cell includes both text and plot.** \n",
"Now ready to make a new notebook with just that cell."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "442d8789-17e3-4c8c-be0a-fbf3afe66ebb",
"metadata": {},
"outputs": [],
"source": [
"# based on https://stackoverflow.com/a/78123424/8508004 and https://stackoverflow.com/a/79151141/8508004 and section '# Drop specified cell numbers from a notebook and name the produced one per settings' at https://github.com/fomightez/humap2-binder/blob/3e06708d4cab559d3711a101a963eec247603374/additional_nbs/standardizing_initial_data/Standardizing_identifier_order_in_humap2-provided_csv.ipynb#L2199\n",
"original_ntbk = \"example_nb.ipynb\"\n",
"from pathlib import Path\n",
"new_ntbk_name = f\"{Path(original_ntbk).stem}_JUST_SELECTED_CELL{Path(original_ntbk).suffix}\"\n",
"import nbformat as nbf\n",
"ntbk = nbf.read(original_ntbk, nbf.NO_CONVERT)\n",
"new_ntbk = ntbk\n",
"new_ntbk.cells = [cell for cell_index,cell in enumerate(ntbk.cells) if cell_index == number_cell_to_keep]\n",
"nbf.write(new_ntbk, new_ntbk_name, version=nbf.NO_CONVERT)"
]
},
{
"cell_type": "markdown",
"id": "4d2c1c35-f9fb-4aa2-9eea-cb2cfc6cca02",
"metadata": {},
"source": [
"You can open `example_nb_JUST_SELECTED_CELL.ipynb` and see it just takes the last cell from [this notebook here](https://nbviewer.org/github/binder-examples/conda/blob/main/index.ipynb)."
]
},
{
"cell_type": "markdown",
"id": "faf87ac3-9e7c-4e43-be95-e0d8c216c87e",
"metadata": {},
"source": [
"## Make PDF with just output of the targeted cell"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "d36908b0-926b-4207-97ed-b23f0727f5d2",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[NbConvertApp] Converting notebook example_nb_JUST_SELECTED_CELL.ipynb to pdf\n",
"[NbConvertApp] Support files will be in example_nb_JUST_SELECTED_CELL_files/\n",
"[NbConvertApp] Making directory ./example_nb_JUST_SELECTED_CELL_files\n",
"[NbConvertApp] Writing 19993 bytes to notebook.tex\n",
"[NbConvertApp] Building PDF\n",
"[NbConvertApp] Running xelatex 3 times: ['xelatex', 'notebook.tex', '-quiet']\n",
"[NbConvertApp] Running bibtex 1 time: ['bibtex', 'notebook']\n",
"[NbConvertApp] WARNING | bibtex had problems, most likely because there were no citations\n",
"[NbConvertApp] PDF successfully created\n",
"[NbConvertApp] Writing 23345 bytes to example_nb_JUST_SELECTED_CELL.pdf\n"
]
}
],
"source": [
"!jupyter nbconvert --no-input --to pdf {new_ntbk_name}"
]
},
{
"cell_type": "markdown",
"id": "a861878b-b011-4dc1-a021-99cd27b1383b",
"metadata": {},
"source": [
"### Show the result here"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "90d79b29-5316-40f7-80f8-2e427a261149",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting pymupdf\n",
" Downloading PyMuPDF-1.24.14-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (3.4 kB)\n",
"Downloading PyMuPDF-1.24.14-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (19.8 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m19.8/19.8 MB\u001b[0m \u001b[31m64.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
"\u001b[?25hInstalling collected packages: pymupdf\n",
"Successfully installed pymupdf-1.24.14\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"%pip install pymupdf"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "846720e9-3705-4641-a4ba-a4611966382b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"example_nb_JUST_SELECTED_CELL.pdf\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 700x700 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#based on https://stackoverflow.com/a/77874408/8508004\n",
"from PIL import Image\n",
"import matplotlib.pyplot as plt\n",
"import pymupdf\n",
"\n",
"from pathlib import Path\n",
"new_pdf_name = f\"{Path(new_ntbk_name).stem}.pdf\"\n",
"doc = pymupdf.open(new_pdf_name)\n",
"MAX_PAGES = 1\n",
"\n",
"zoom = 2 # to increase the resolution\n",
"mat = pymupdf.Matrix(zoom, zoom)\n",
"\n",
"for i, page in enumerate(doc):\n",
" pix = page.get_pixmap(matrix=mat)\n",
" img = Image.frombytes(\"RGB\", [pix.width, pix.height], pix.samples)\n",
"\n",
" # display images\n",
" plt.figure(figsize=(7,7), facecolor=\"w\")\n",
" plt.xticks(color=\"white\")\n",
" plt.yticks(color=\"white\")\n",
" plt.tick_params(bottom = False)\n",
" plt.tick_params(left = False)\n",
"\n",
" plt.imshow(img)\n",
"\n",
" if i > MAX_PAGES - 1:\n",
" break"
]
},
{
"cell_type": "markdown",
"id": "779f0dbf-4615-4437-8c19-926a67f511f4",
"metadata": {},
"source": [
"Of course, that includes the date. That and the title could probably be removed by editing the template used by nbconvert, see [here](https://stackoverflow.com/a/70968334/8508004). \n",
"However, at this time given [here](https://stackoverflow.com/questions/61769201/how-to-create-business-ready-reports-from-jupyter-notebooks#comment120546702_61769201) and [here](https://twitter.com/choldgraf/status/1689347104848728065), probably best to work towards using MystMarkdown and Jupyter Book 2."
]
},
{
"cell_type": "markdown",
"id": "92051b67-191c-45c4-b2de-4f3f046b5d1a",
"metadata": {},
"source": [
"-----\n",
"Enjoy!"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.14"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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