io_file_validator 0.1.1

File Validator Tool helps you validate your data with a plethora of formats

Welcome to IO Bytes File Validator!

Data Validator is your go-to tool for clean data ingestion and validation, seamlessly integrating IO Byte Files and validation tools like Panderas to make your data processing tasks a breeze.

Features

• Easy Data Ingestion: Select your file format (CSV or JSON) and provide a URL to a Panderas schema.
• Streamlined Validation: With just a few clicks, submit your selections and validate your data effortlessly.

file-validator

Installation instructions

pip install file-validator

Usage instructions

from file_validator.validator import ValidatorDataframe

validated_df = run_validate_file()

st.write(validated_df)

Instructions

Step 1: Select File Format

Choose the file format you want to ingest. Whether it's CSV or JSON, file-validator has got you covered.

Step 2: Provide Panderas Schema URL

Enter the URL to the Panderas schema you want to use for validation. Don't worry, we support various schema sources to suit your needs.

Go to Demo

Run Tests

To ensure everything is functioning smoothly, run the tests using the following commands:

Run the App

Ready to see file-validator in action? Simply run the following command:

Contributions

We welcome contributions from the community! If you have any ideas, bug fixes, or enhancements, feel free to submit a pull request.

Feedback

We'd love to hear your feedback! Whether you have suggestions for improvement or just want to share your experience using file-validator, don't hesitate to reach out.

Happy data ingesting with file-validator!

Feel free to customize it further to better suit your project's tone and style!