Automate CSV, Excel, and JSONL Data Preboarding

End Manual File-by-file Validation!

CsvPath Framework registers, versions, validates, upgrades, and stages CSV, Excel, and JSONL files from data partners before they break your pipelines.

CsvPath Framework is open source data quality. Shift-left. Control data entering the enterprise with less manual effort, fewer ingestion failures, and more agile development using consistent data preboarding you can try in minutes.

Your data lake deserves a data publisher it can trust!

Introducing FlightPath Data, the frontend to CsvPath Framework

FlightPath Data is a powerful new frontend to CsvPath Framework. Go beyond CsvPath Framework's built-in CLI. Get up and running faster with a purpose-built preboarding development and operations console. FlightPath Data gives you all the help and examples you need move quickly.

FlightPath Data is bundled with FlightPath Server, the automation REST API connecting your existing infrastructure to data preboarding.

Available as a free download from the Microsoft Store and the Apple MacOS Store.

The Architecture For Efficient Data File Feed Ingestion

CsvPath Framework implements the Collect, Store, Validate Publish architectural pattern. Ingestion goes faster, is more cost-efficient, and more effective with a preboarding stage.

CsvPath Framework was built to fill the blindspot between MFT (managed file transfer) and the data lake with a simple path to provably correct data.

This data preboarding blindspot is a big deal. Think about it. If even 1 in 30 companies depends heavily on CSV or Excel data, the lack of delimited file preboarding is a trillion-dollar problem.

Why roll your own preboarding? CsvPath Framework is a purpose-built solution you can rollout now.

Powerful CSV and Excel Validation

CSV and Excel validation is core to the Framework. CsvPath Validation Language is simple, easy to integrate, and flexible enough to handle the unexpected. Inspired by Schematron, XPath, and SQL, CsvPath Validation Language brings powerful data validation to less structured data. Start here.

Together CsvPath Framework and FlightPath Data can help you build leadership's confidence that your data governance doesn't turn a blind eye to your most unruly data.

Integrated With Your Existing Tools

CsvPath has a bunch of built-in integrations. Suggest more!

Parquet / Sqlite / S3 / OpenLineage / OpenTelemetry / Slack / Postgres / MySQL / Azure / Google Cloud Storage / Webhooks / JSONPath / XPath / Airflow and more.

Give CsvPath Framework a Try

• Getting Started

• How-tos

• DataOps Integrations

• The FlightPath Examples

For more background on preboarding and the CsvPath and FlightPath architecture check out the CsvPath blog.

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CsvPath - Data Onboarding Simplified.pdf

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GitHub - csvpath/csvpathGitHub