SPARKPOND / CATEGORY

CSV File Management Tools

File operations fail when schemas or keys are assumed. These tools expose column mappings, cardinality, output names and ZIP contents first.

Problems covered

What you can solve

  • ✓ A file exceeds row limits.
  • ✓ Monthly files need stacking.
  • ✓ Two tables need key matching.
  • ✓ One recipe must process a folder.

6 tools

Tools in this category

Choose well

Which tool should you use?

Rows should be appended.

Use Merge CSV.

Columns from two tables should be matched.

Use Join CSV.

One file must become many.

Use Split CSV.

Guides

Understand these problems

How to Merge CSV Files with Different Columns

Files can be merged when their headers are mapped to a common output schema rather than matched by position.

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How to Compare Two CSV Files by a Key

A stable key lets rows move without looking changed and connects old and new versions for field comparison.

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How to Remove Duplicate Rows from a CSV

Duplicates must be defined by all columns or by stable business keys before rows are removed.

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FAQ

Category questions

What is the difference between merge and join?

Merge appends rows; join matches columns from two tables by a key.

Can large outputs be zipped?

Split and batch tools create ZIP files only after processing is requested.

Are schema differences shown?

Yes. Missing, reordered and colliding columns are reviewed before output.