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Yet Another YAML AST - programmatically transform YAML, preserving whitespace and comments

Project description

yaya

Yet Another YAML AST - programmatically transform YAML, preserving whitespace and comments

Why?

Ever need to programmatically edit YAML files but want to preserve:

  • All comments
  • Exact whitespace (including trailing spaces)
  • Quote styles
  • Block scalar indicators (|, |-, |+)
  • Formatting choices

Most YAML libraries (including ruamel.yaml's round-trip mode) make small formatting changes when serializing. yaya solves this by:

  1. Parsing YAML to get the AST with position information
  2. Keeping the original bytes
  3. Applying modifications only to the specific values you change
  4. Leaving everything else untouched

Installation

pip install lossless-yaml

Usage

Basic String Replacement

from yaya import YAYA

# Load a YAML file
doc = YAYA.load('.github/workflows/test.yaml')

# Simple string replacement in all values
doc.replace_in_values('src/marin', 'lib/marin/src/marin')

# Regex-based replacement
doc.replace_in_values_regex(r'\buv sync(?! --package)', 'uv sync --package myapp')

doc.save()

Path-Based Navigation and Assertions

# Navigate using paths
runs_on = doc.get_path("jobs.test.runs-on")
step_name = doc.get_path("jobs.test.steps[0].name")

# Or dict-like access
runs_on = doc["jobs"]["test"]["runs-on"]

# Assert values before making changes
doc.assert_value("on", ["push"])
doc.assert_absent("jobs.test.defaults")
doc.assert_present("jobs.test.steps")

Replacing Entire Values

# Replace a simple value
doc.replace_key("jobs.test.runs-on", "ubuntu-22.04")

# Replace with a complex structure
doc.replace_key("on", {
    "push": {
        "branches": ["main"],
        "paths": ["lib/**", "uv.lock"]
    },
    "pull_request": {
        "paths": ["lib/**", "uv.lock"]
    }
})

doc.save()

Adding New Keys

# Add a key after another key (maintains order)
doc.add_key_after("jobs.test.runs-on", "defaults", {
    "run": {
        "working-directory": "lib/myapp"
    }
})

doc.save()

Example

Given this YAML file:

# Production config
database:
  host: prod-db-1.example.com
  port: 5432

This code:

doc = YAYA.load('config.yaml')
doc.replace_in_values('prod-db-1', 'prod-db-2')
doc.save()

Produces exactly:

# Production config
database:
  host: prod-db-2.example.com
  port: 5432

No reformatting. No comment loss. Just the change you made.

How It Works

  1. Uses ruamel.yaml to parse YAML and extract position information
  2. Converts line/column positions to byte offsets
  3. Tracks modifications as you change values
  4. Applies byte-level replacements when saving

Features

  • ✅ Byte-for-byte preservation of unchanged content
  • ✅ String replacement (literal and regex)
  • ✅ Path-based navigation (jobs.test.steps[0].name)
  • ✅ Replace entire values (scalars, dicts, lists)
  • ✅ Add new keys with proper positioning
  • ✅ Assertions for validation
  • ✅ Comment preservation
  • ✅ Block scalar support
  • ✅ Flow and block style handling

Limitations

  • Removing keys not yet implemented
  • Binary data in YAML is not supported
  • Adding keys at arbitrary positions (only add_key_after currently)

Comparison with ruamel.yaml

ruamel.yaml is excellent for round-trip YAML editing and preserves most formatting. However:

Feature ruamel.yaml yaya
Preserves comments
Preserves most whitespace
Byte-for-byte identical
Trailing whitespace
Block scalar indicators ❌ (computes new ones)

yaya uses ruamel.yaml under the hood but takes a different approach: instead of serializing the AST back to YAML, it modifies the original bytes directly.

License

MIT

Contributing

Issues and pull requests welcome!

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