| --- |
| id: terminology |
| title: Terminology |
| --- |
| ## Overview |
| This page describes some of the common concepts in Hydra. |
| Most of the concepts are described in much more details throughout the documentation. |
|
|
| ## Input Configs |
| Input configs are used to construct the config object used by the application. |
| Supported input configs are: |
| - Config Files ([YAML](https://yaml.org/) files) |
| - Command line arguments |
| - [Structured Configs](#structured-config) (Python [@dataclasses](https://docs.python.org/3/library/dataclasses.html)) |
|
|
| ### Primary Config |
| The input config named in [`@hydra.main()`](tutorials/basic/your_first_app/1_simple_cli.md) or in |
| the [`Compose API`](experimental/hydra_compose.md). |
| The Primary Config is the only config that is allowed to have a [Defaults List](#defaults-list) |
|
|
|
|
| ### Structured Config |
| A @dataclass or an instance of a @dataclass that is used to construct a config. These enable both runtime and static type checking. |
|
|
| There are two primary patterns for using Structured configs: |
| - As an [Input Config](#input-configs). |
| - As a schema validating Config Files and command line arguments. |
|
|
| ```python title="Example:" |
| @dataclass |
| class User: |
| name: str = MISSING |
| age: int = MISSING |
| ``` |
|
|
|
|
| ### Defaults List |
| A list in the [Primary Config](#primary-config) that determines how to build the final [Config Object](#output-config-object). |
| The list is typically composed of [Config Group Options](#config-group-option). |
| ```yaml title="Example: config.yaml" |
| defaults: |
| - db: mysql |
| - schema: school |
| ``` |
|
|
| ### Config Group |
|
|
| A Config Group is a mutually exclusive set of [Config Group Options](#config-group-option). |
| Config Groups can be hierarchical and in that case the path elements are separated by a forward slash ('/') |
| regardless of the operating system. |
|
|
| ### Config Group Option |
| One of the configs in a Config Group. |
|
|
| ### Config Node |
| A Config Node is either a `Value Node` (a primitive type), or a `Container Node`. A `Container Node` is a list or dictionary of `Value Nodes`. |
|
|
| ### Package |
| A Package is the path of the [Config Node](#config-node) in the [Config Object](#output-config-object). |
|
|
| ### Package directive |
| The [Package Directive](advanced/overriding_packages.md) specifies the root [Package](#package) of an [Config File](#input-configs) |
|
|
| ### Example |
| ```yaml title="Input config: mi6/agent/james_bond.yaml" |
| # @package _group_ |
| codename: '007' |
| ``` |
| ```yaml title="Resulting config" |
| mi6: |
| agent: |
| codename: '007' |
| ``` |
| - [Config Group](#config-group): mi6/agent |
| - [Config Group Option](#config-group-option): james_bond |
| - [Container Nodes](#config-node): `{codename: '007'}`, . . . ,`{mi6: {agent: {codename: '007'}}}` |
| - [Value Node](#config-node): '007' |
| - [Packages](#package) `<empty>`, `mi6`, `mi6.agent`, `mi6.agent.codename` |
| - [Package directive](#package-directive) : `@package _group_`, which expands to `mi6.agent` |
| |
| ## Output Config Object |
| The config for the application. It is a dictionary of [Config Nodes](#config-node) generated from the [Input Configs](#input-configs). |
| |
| ## Misc |
| ### Config Search Path |
| The [Config Search Path](advanced/search_path.md) is a list of paths that are searched in order to find configs. It is similar to |
| the Python PYTHONPATH. |
| |
| ### Plugins |
| [Plugins](advanced/plugins.md) extend Hydra's capabilities. Some examples are Launcher and Sweeper. |