json-source-edit

A Python package for surgical, byte-preserving JSON editing. Change only what you intend to change — everything else in the file survives byte-for-byte, so your diff shows your edit, not a full-file rewrite.

The problem

The obvious way to edit a JSON file is parse → modify → serialize:

data = json.loads(text)
data["steps"][1]["line"] = 433
text = json.dumps(data, indent=2)

This is correct, and it destroys your diff. Real evidence, from the project this package was extracted out of: three simple changes to one file — two field updates and one deletion — were expected to produce a ~10-line diff. The parse-modify-serialize round-trip produced a 500+ line diff instead.

That's because json.dumps doesn't know or care what your original formatting was — indentation, key order, quote style, all of it gets re-decided from scratch, every time, whether or not you touched it. Multiply that by a codebase-sized JSON file and code review becomes impossible: every line looks changed, and the actual edit is buried.

json-source-edit fixes this at the source: it never re-serializes the document. It computes exact byte positions for each change against the original text and splices replacement bytes into the gaps — the same operation a film or tape splicer performs, cut and rejoin at an exact point, everything else on the reel undisturbed.

Install

pip install json-source-edit

(Or clone the repo and pip install -e . for local development.)

Usage

from json_source_edit import JSONEditor

editor = JSONEditor.from_string("""{
  "title": "Rust Basics",
  "steps": [
    {"file": "src/main.rs", "line": 10},
    {"file": "src/lib.rs", "line": 20}
  ]
}""")
editor.replace("/steps/0/line", 433)
editor.remove("/steps/1")
result = editor.apply(validate=True)
print(editor.preview_diff())

--- original
+++ modified
@@ -1,7 +1,6 @@
 {
   "title": "Rust Basics",
   "steps": [
-    {"file": "src/main.rs", "line": 10},
-    {"file": "src/lib.rs", "line": 20}
+    {"file": "src/main.rs", "line": 433}
   ]
 }

validate=True catches mistakes before they reach you. It reconstructs the expected result independently — replaying your edits against a copy of the parsed document — and diffs that against what the surgical edit actually produced. If they disagree, it raises SemanticValidationError instead of silently returning something subtly wrong.

apply() defaults to validate=False; save() defaults to validate=True — writing to disk is where a mistake actually costs you something, so that path checks unless you opt out.

Three more methods help you inspect a pending batch before committing to it: get_value, get_modifications, and preview_diff.

Scope

Every JSON Patch operation is implemented. Multiple replace/remove/ test/add/move/copy calls batch correctly against the same original document — every path resolves in original-document coordinates regardless of what else is in the batch, so edit order doesn't matter and one deletion or insertion can't corrupt another edit's position.

Benchmark (v0)

Reproduce with python benchmarks/throughput.py — a standalone script, no test framework required.

Methodology: replaces 5% of a flat array's elements at each size, median of 5 runs, reporting throughput against the original document size (the more relevant number for "can this handle my file" than edit count alone).

Single-machine numbers, not a controlled benchmark environment — expect real variance run to run and machine to machine; rerun locally before relying on any of this for capacity planning.

(Measured on macOS/arm64, Python 3.12.4, 2026-08-01 — see the script's own output for full per-run samples; the "large" row in particular showed bimodal timing on this machine, a real observation, not smoothed over.)

Provenance

This package was designed and hardened inside codetour-cli, across four independent review gates, before being extracted here with no known remaining incompleteness. See PROVENANCE.md for the commit-by-commit history and docs/adr/0001-extraction-from-codetour-cli.md for the extraction decisions themselves (import strategy, the dependency verdict, the supported-Python-versions floor).

Credits

The position-mapping this package edits against — turning a JSON document into exact byte offsets for every value and key — is done by json-source-map, a small, dependency-free library by David Andersson. It's the one piece of this package that isn't ours: everything in src/json_source_edit/source_map.py is a thin seam around it, and everything else in this package builds on top of what it computes. Elegant, narrowly-scoped libraries like this are what make a package like this one feasible to write at all.

Status

Published: pypi.org/project/json-source-edit. pip install json-source-edit. 243 tests, 100% line coverage, full JSON Patch operation coverage. See CHANGELOG.md for release history. Design decisions beyond the original extraction live in docs/adr/ (0002: add's insertion doctrine, including the move/copy compositions; 0003: test's pristine-batch semantics).

License

MIT.