Data Conversion & Parsing
Custom CSV to XML/JSON Converter Script
A script that converts your specific CSV structure into correctly formatted XML or JSON, every time.
The Problem
Generic online converters don't understand your specific field names, nesting needs, or the quirks of the system that has to consume the output — this is built around your exact CSV and target format.
About this problem
CSV is flat, while XML and JSON are hierarchical, so converting between them involves decisions: which columns nest under which elements, how empty values are treated, how numbers and dates are typed and how special characters are escaped. Receiving systems are often strict, and an output that looks fine can still be rejected.
People usually come to this when an import into another system requires a particular structure, and a generic online converter produces the wrong field names or nesting.
What's Included
- A script built around your exact CSV columns and desired XML/JSON structure
- Handling of edge cases in your real data (special characters, empty fields, encoding)
- Validation that the output is well-formed before delivery
- A short usage note if you want to run it again yourself on new exports
What's NOT Included
- Ongoing hosting or scheduling of the conversion (delivered as a script you run)
- Fixing problems in the system that will consume the output file
- Converting from formats other than CSV, unless agreed upfront
How It Works
- I study your CSV columns and the target XML or JSON structure, ideally with an example the receiving system accepts.
- I write a script that maps each column to the correct element or key, including nesting and data types.
- I handle encoding, special characters, quoting and empty fields explicitly.
- I validate the output is well-formed, and against a schema if you have one.
- I test with real exports including awkward rows and write a short usage note.
In practice: you buy the service, send over whatever access or details the job needs, I investigate and do the work, and you confirm it's resolved before we call it done.
Frequently Asked Questions
- How can I convert CSV to XML in a specific structure?
- A custom script maps each column to the element you need. I build it around your CSV and a sample of the target format.
- Can it also convert other formats?
- Only CSV unless agreed upfront.
- What if the target system rejects the output?
- I validate that the output is well-formed and matches the structure supplied. Problems inside the receiving system are not covered.
- Does it handle special characters and encodings?
- Yes, that is tested with your real data.
- Can it run automatically?
- It is delivered as a script you run. Scheduling or hosting is not included.
- Do I need to supply a schema?
- It helps a lot. If there is none, a sample of the expected output is the next best thing.