PandasSchema | validation library for Pandas data frames using user
kandi X-RAY | PandasSchema Summary
kandi X-RAY | PandasSchema Summary
A validation library for Pandas data frames using user-friendly schemas
Support
Quality
Security
License
Reuse
Top functions reviewed by kandi - BETA
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of PandasSchema
PandasSchema Key Features
PandasSchema Examples and Code Snippets
Community Discussions
Trending Discussions on PandasSchema
QUESTION
I am trying to validate my DataFrame coulmns using PandasSchema.I am stuck at validating some columns such as columns like :
1.ip_address- should contain ip address in following format 1.1.1.1 or it should be null if any other value it should raise an error. 2.initial_date- format yyyy-mm-dd h:m:s or mm-dd-yyyy h:m:s etc. 3.customertype should be in['type1','type2','type3'] anything else raise an error. 4.customer satisfied= yes/no or blank 5.customerid should not be longer than 5 chracter eg- cus01,cus02 6.time should be in %:%: format or h:m:s format anything else raise an exception.
...ANSWER
Answered 2020-Sep-30 at 10:51I've just looked at the documentation for PandasShema and most if not all you are looking for it out of the box functionality. Take a look at:
As a quick attempt to solve your issue, something along the lines of this should work:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install PandasSchema
You can use PandasSchema like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
Support
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page