Limitations of Map Reduce Libraries¶
Here are some of the limitations of using Map Reduce Libraries.
- We cannot refer attributes with names directly.
- Functions are scattered and lack consistency.
- Readability and maintainability are addressed using libraries such as Pandas.
- Libraries such as PySpark takes care of scalability.
{note}
We use the approach of loops or itertools as part of mobile or web application development. For Data Engineering applications we prefer Pandas or PySpark.