PythonBeginner
Collect JSON Lines into an array
Convert nonblank JSON Lines into one formatted JSON array.
JSON & XML
25 practical automations
JSON & XML
Validate, transform, and explore structured data. Each guide includes full code, usage instructions, and ideas for making it your own.
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Compare JSON structures by path
Report added, removed, changed, and differently typed JSON values.
JSON & XML
PythonBeginner
Convert a JSON array to JSON Lines
Write each array item as a separate JSON Lines record.
JSON & XML
PythonBeginner
Count JSON value types
Count nested values by JSON type, including the root.
JSON & XML
PythonBeginner
Deduplicate complete JSON values
Retain the first copy of every distinct serialized JSON array value.
JSON & XML
PythonIntermediate
Export an XML node tree as JSON
Represent XML as explicit ordered JSON nodes.
JSON & XML
PythonBeginner
Export XML attributes for selected elements
Export attribute dictionaries from matched elements in document order.
JSON & XML
PythonBeginner
Extract a nested JSON value
Save a value selected by JSON Pointer.
JSON & XML
PythonBeginner
Extract selected XML element text
Collect complete text from elements matched by an XML path.
JSON & XML
PythonBeginner
Filter JSON Lines by a typed value
Keep records matching a top-level field and exact JSON value type.
JSON & XML
PythonBeginner
Flatten JSON to typed path records
Represent leaves and empty containers as path/value records.
JSON & XML
PythonBeginner
Format JSON for inspection
Write indented JSON without changing its structure.
JSON & XML
PythonBeginner
Indent a local XML document
Write a human-readable indented XML copy.
JSON & XML
PythonBeginner
Inventory nested JSON field names
Count object-key occurrences throughout a document.
JSON & XML
PythonBeginner
Inventory XML element names
Count every XML element by its expanded namespace name.
JSON & XML
PythonBeginner
Keep selected JSON record fields
Project selected top-level fields into a new JSON array.
JSON & XML
PythonBeginner
Locate matching strings inside JSON
Find string values containing text and return their typed paths.
JSON & XML
PythonBeginner
Merge JSON configuration objects
Combine two JSON objects recursively while detecting conflicts.
JSON & XML
PythonBeginner
Prune empty values from JSON
Remove nested nulls and empty containers while retaining zero and false.
JSON & XML
PythonIntermediate
Reconstruct JSON from typed paths
Rebuild nested JSON from typed path/value records.
JSON & XML
PythonBeginner
Remove XML subtrees in a separate copy
Write an XML copy without subtrees matching an exact tag.
JSON & XML
PythonBeginner
Rename a JSON key recursively
Rename a field throughout nested objects without key collisions.
JSON & XML
PythonBeginner
Sample JSON Lines reproducibly
Select a seeded random subset without replacement.
JSON & XML
PythonBeginner
Sort a JSON record array
Sort a top-level object array by one consistently typed field.
JSON & XML
PythonBeginner
Validate simple JSON record types
Find missing fields and wrong top-level value types in a record array.
JSON & XML