Python is a very rich language in the terms of reporting libraries. In python, you can use many libraries to build interactive and beautiful reports. In all these libraries there is one library in common which is pandas. Below are the few important python reporting libraries
-
- Jinja2
- Datapane
- Reportlab
- Pandas + Excel / Html
- FPDF
- WeasyPrint
To use the above libraries you must be aware of the requirement for example if you have to generate the report in PDF format then go with Reportlab, FPDF, or WeasyPrint. If you have to generate an HTML report or it is a template based then go with Jinja2, Datapane, or pandas + HTML. Before using them there will be a few questions in your mind like
- Do I need any license to use these libraries or it is open-source and safe to use?
- If this is open-source then where is the source code?
- What is the command to install these libraries?
- Which is the latest version (Up-to July 2022) of this library?
- What is the official website of these libraries?
1. Jinja2
2. Datapane
3. Reportlab
| About |
The ReportLab is a python library that is used to generate PDFs and graphics. Using ReportLab you can generate documents in PDF format from dynamic data you can also generate charts and data graphics in PDF and bitmap formats. |
| install |
pip install reportlab |
| import |
from reportlab.pdfgen import canvas |
| Url |
https://www.reportlab.com/ |
| PyPI Releases |
https://pypi.org/project/reportlab/ |
| Is Open Source |
YES, partiall |
| Source Code |
https://www.reportlab.com/opensource/ |
| Latest Version |
Version 3.6.11 (Up-to July 2022) |
4. Pandas + Excel / Html
| About |
Pandas is an open-source library. This stores data in a tabular format like the table in the RDS database. Panda is used to analyze and manipulates the data. Using the library like ExcelWriter and Jinja2 we can create very attractive reports. |
| install |
pip install pandas, pip install XlsxWriter, pip install Jinja2 |
| import |
import pandas as pd, import jinja2 |
| Url |
https://pandas.pydata.org/ |
| PyPI Releases |
https://pypi.org/project/pandas/ |
| Is Open Source |
YES |
| Source Code |
https://github.com/pandas-dev/pandas |
| Latest Version |
Version 1.4.3 (Up-to July 2022) |
5. FPDF
| About |
PyFPDF is a python open source library for PDF document generation. Compared to the other python library like Reportlab this is small in size. It was first released on Jan 21, 2015. |
| install |
pip install fpdf |
| import |
from fpdf import FPDF |
| Url |
http://www.fpdf.org/ |
| PyPI Releases |
https://pypi.org/project/fpdf/ |
| Is Open Source |
YES |
| Source Code |
https://github.com/reingart/pyfpdf |
| Latest Version |
Version 1.7.2 (Up-to July 2022) |
6. WeasyPrint
If interested in the python programming with practical approach
Related
Good article but Please give the example of each library also.
Hi Ajay,
Thank you, i am working on the details of each library mentioned in this article.
Good information related to python reporting library.
Thank you Utkarsh.
Pingback: Jinja a template based python library for beautiful and interactive reports - Mycloudplace
Great article
Thank you
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