pyexcel

What it is

Pyexcel provides a single interface to read, manipulate, and write data across various file formats including CSV, ODS, XLS, XLSX, and XLSM. It simplifies the process of working with tabular data in different formats, making it easier for developers to handle spreadsheet files without worrying about format-specific details.

Pyexcel stands out by offering a single API to handle multiple spreadsheet formats, simplifying the process of working with tabular data in Python.

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   Limited documentation and examples

   The official documentation lacks comprehensive examples and detailed explanations for advanced use cases.

2. 02

   Performance issues with large datasets

   Pyexcel can be slow when processing very large files due to its memory management and parsing algorithms.

3. 03

   Dependency on external libraries for file formats

   Pyexcel relies heavily on other Python packages like openpyxl, xlrd, and pyyaml for different file formats, which can introduce additional complexity and potential conflicts.

4. 04

   Small community and limited support

   The user base is relatively small compared to more popular data manipulation libraries like pandas, leading to fewer contributions and slower issue resolution.

What it does well

• Unified API for multiple file formats

• Simplified data manipulation across different spreadsheet types

• Extensive support for CSV and various spreadsheet formats

Pricing

Free tier

YesOpen source — free to use

Paid from

$0

Model

Flat rate

Enterprise plan

No

Pricing not independently confirmed — check the vendor’s page.