Report generation (notebooks to HTML/PDF) in Data Analysis Python - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to convert a Jupyter notebook to HTML format.

Data Analysis Python

import nbconvert

html_exporter = nbconvert.[1]()
output = html_exporter.from_filename('report.ipynb')

Drag options to blanks, or click blank then click option'

AHTMLExporter

BPDFExporter

CMarkdownExporter

DLatexExporter

Attempts:

3 left

💡 Hint

Common Mistakes

Using PDFExporter instead of HTMLExporter.

Confusing MarkdownExporter with HTMLExporter.

The HTMLExporter class converts notebooks to HTML format.

2fill in blank

medium

Complete the code to save the HTML output to a file.

Data Analysis Python

with open('report.html', [1]) as f:
    f.write(output[0])

Drag options to blanks, or click blank then click option'

A'r'

B'rb'

C'a'

D'w'

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'r' mode which is for reading.

Using 'a' mode which appends instead of overwriting.

Use 'w' mode to write text to a new file or overwrite an existing file.

3fill in blank

hard

Fix the error in the code to convert a notebook to PDF using nbconvert.

Data Analysis Python

import nbconvert

pdf_exporter = nbconvert.[1]()
output = pdf_exporter.from_filename('report.ipynb')

Drag options to blanks, or click blank then click option'

AHTMLExporter

BPDFExporter

CNotebookExporter

DSlidesExporter

Attempts:

3 left

💡 Hint

Common Mistakes

Using HTMLExporter when PDF output is needed.

Using SlidesExporter which is for slide presentations.

To convert to PDF, use PDFExporter from nbconvert.

4fill in blank

hard

Fill both blanks to create a PDF file from notebook content.

Data Analysis Python

with open('report.pdf', [1]) as f:
    f.write(output[[2]])

Drag options to blanks, or click blank then click option'

A'wb'

B'w'

C0

D1

Attempts:

3 left

💡 Hint

Common Mistakes

Opening the file in text mode 'w' for PDF output.

Writing the second element of output which is resources/metadata, not PDF data.

PDF files are binary, so open the file in 'wb' mode and write the first element of output which contains the PDF data.

5fill in blank

hard

Fill all three blanks to convert a notebook to HTML and save it with nbconvert.

Data Analysis Python

from nbconvert import [1]

exporter = [2]()
body, resources = exporter.from_filename('analysis.ipynb')

with open('analysis.html', [3]) as f:
    f.write(body)

Drag options to blanks, or click blank then click option'

AHTMLExporter

B'w'

Cnbconvert

DPDFExporter

Attempts:

3 left

💡 Hint

Common Mistakes

Importing PDFExporter when HTML output is needed.

Opening the file in binary mode for HTML output.

Import HTMLExporter from nbconvert, create an exporter instance, and write the HTML body to a file opened in write mode.