config-cascade-merge 0.8.0

A small, schema-driven YAML object merger and validator

config-cascade-merge

A small, schema-driven YAML object merger and validator written in Python. It loads a base schema, validates and applies ordered overlay operations, and emits the complete configuration.

Installation

config-cascade-merge requires Python 3.10 or newer.

python -m pip install config-cascade-merge

You can also install the latest development version directly from GitHub:

python -m pip install git+https://github.com/149segolte/config-cascade-merge.git

Quick start

config-cascade-merge --base_config base.yaml --overlays_dir overlays/

The complete configuration object is written to standard output as YAML.

The executable also supports short options:

config-cascade-merge -b base.yaml -o overlays/

The module form is equivalent:

python -m config_cascade_merge -b base.yaml -o overlays/

Library usage

Use load_merge_plan to load the same validated data without invoking the command-line interface:

from config_cascade_merge import ConfigError, load_merge_plan

try:
    plan = load_merge_plan("base.yaml", "overlays/")
except ConfigError as error:
    print(f"Invalid configuration: {error}")
else:
    if plan is not None:
        config = plan.create_object()
        print(config)

load_merge_plan returns a MergePlan containing the normalized schema and the ordered, validated operations. An empty base file returns None, matching the CLI behavior. The function does not configure logging or exit the calling process. Schema and overlay failures derive from ConfigError, with the more specific SchemaError and OverlayError types available when callers need to distinguish them. Calling plan.create_object() (or create_object(plan)) constructs a new object and applies every operation. Fixed object fields that have not been assigned are None; maps and lists start empty.

Base schema

The base file describes the allowed configuration shape rather than containing configuration values.

# base.yaml
type: object
keys:
    profile:
        type: object
        keys:
            name:
                type: string
            active:
                type: boolean
    packages:
        type: list
        id: name
        value:
            type: object
            keys:
                name:
                    type: string
                version:
                    type: integer
    labels:
        type: map
        value:
            type: string

Schema types

Type	Purpose	Main fields
string, integer, float, boolean, any	Primitive value	-
object	Fixed-key mapping	keys, optional merge, optional id
map	Arbitrary-key mapping with uniform values	value, optional merge, optional id
list	Ordered values with a uniform item schema	value, optional merge, optional id
union	Value matching one of at least two schemas	value (list of schemas)
tagged_union	Object selected by a discriminator field	keys, tag.name, tag.options

The merge policy is either append (default) or override. An id identifies values for identity-based merging.

Example tagged union:

type: tagged_union
keys:
    label:
        type: string
tag:
    name: kind
    options:
        file:
            path:
                type: string
        service:
            port:
                type: integer
        disabled: null

Overlays

Each overlay has a non-empty name and an ordered list of operations. Paths start with .; . addresses the schema root.

# overlays/10-workstation.yaml
name: workstation
operations:
    - action: set
      path: .profile
      data:
          name: Ada
          active: true

    - action: merge
      path: .packages
      data:
          - name: ruff
            version: 1

    - action: test
      path: .profile.name
      data: Ada
      on_fail: warn
      message: unexpected profile

    - action: remove
      path: .labels.legacy

    - action: clear
      path: .packages

Operations

Action	Behavior	Required fields
set	Creates or replaces a value; data must fully match the target schema	path, data
merge	Validates a recursive merge into an object, map, or list	path, data
remove	Nulls a fixed object field or deletes a dynamic map entry	path
test	Checks equality before later execution	path, data; optional on_fail, message
clear	Removes all entries from a map or list	path

test.on_fail accepts:

• error — stop execution (default)
• warn — report the optional message and continue
• skip — keep prior operations from this overlay and skip the remainder
• drop — discard all operations from this overlay

These failure behaviors are applied per overlay while creating the object. drop rolls back earlier changes from that overlay, while skip preserves earlier changes and skips its remaining operations.

Validation and errors

The validator rejects malformed YAML, invalid schemas, unknown paths or fields, incompatible values, and unsupported operations. Errors include source filenames and line numbers when available:

overlays/10-workstation.yaml:8: Data at '.packages[0].version' must be integer, got str

The CLI exits with status 1 for invalid paths, schemas, or overlays. An empty base file exits successfully without processing overlays.

Development

Clone the repository, install development dependencies, and run the test suite:

git clone https://github.com/149segolte/config-cascade-merge.git
cd config-cascade-merge
uv sync --dev
uv run pytest

Build both source and wheel distributions:

uv build

Project layout:

src/config_cascade_merge/api.py         high-level library API
src/config_cascade_merge/cli.py         CLI entry point
src/config_cascade_merge/engine.py      merge-plan execution
src/config_cascade_merge/schema.py      schema parsing and normalization
src/config_cascade_merge/overlay.py     overlay loading and validation
src/config_cascade_merge/yaml_loader.py YAML loading with source locations
tests/                                  pytest test suite

See CONTRIBUTING.md for the contribution and release process.

License

Licensed under the Mozilla Public License 2.0.