Configuring Your Custom Component
The custom components workflow focuses on convention over configuration to reduce the number of decisions you as a developer need to make when developing your custom component. That being said, you can still configure some aspects of the custom component package and directory. This guide will cover how.
The Package Name
By default, all custom component packages are called gradio_<component-name>
where component-name
is the name of the component's python class in lowercase.
As an example, let's walkthrough changing the name of a component from gradio_mytextbox
to supertextbox
.
- Modify the
name
in thepyproject.toml
file.
[project]
name = "supertextbox"
- Change all occurrences of
gradio_<component-name>
inpyproject.toml
to<component-name>
[tool.hatch.build]
artifacts = ["/backend/supertextbox/templates", "*.pyi"]
[tool.hatch.build.targets.wheel]
packages = ["/backend/supertextbox"]
- Rename the
gradio_<component-name>
directory inbackend/
to<component-name>
mv backend/gradio_mytextbox backend/supertextbox
Tip: Remember to change the import statement in demo/app.py
!
Top Level Python Exports
By default, only the custom component python class is a top level export.
This means that when users type from gradio_<component-name> import ...
, the only class that will be available is the custom component class.
To add more classes as top level exports, modify the __all__
property in __init__.py
from .mytextbox import MyTextbox
from .mytextbox import AdditionalClass, additional_function
__all__ = ['MyTextbox', 'AdditionalClass', 'additional_function']
Python Dependencies
You can add python dependencies by modifying the dependencies
key in pyproject.toml
dependencies = ["gradio", "numpy", "PIL"]
Tip: Remember to run gradio cc install
when you add dependencies!
Javascript Dependencies
You can add JavaScript dependencies by modifying the "dependencies"
key in frontend/package.json
"dependencies": {
"@gradio/atoms": "0.2.0-beta.4",
"@gradio/statustracker": "0.3.0-beta.6",
"@gradio/utils": "0.2.0-beta.4",
"your-npm-package": "<version>"
}
Directory Structure
By default, the CLI will place the Python code in backend
and the JavaScript code in frontend
.
It is not recommended to change this structure since it makes it easy for a potential contributor to look at your source code and know where everything is.
However, if you did want to this is what you would have to do:
Place the Python code in the subdirectory of your choosing. Remember to modify the
[tool.hatch.build]
[tool.hatch.build.targets.wheel]
in thepyproject.toml
to match!Place the JavaScript code in the subdirectory of your choosing.
Add the
FRONTEND_DIR
property on the component python class. It must be the relative path from the file where the class is defined to the location of the JavaScript directory.
class SuperTextbox(Component):
FRONTEND_DIR = "../../frontend/"
The JavaScript and Python directories must be under the same common directory!
Conclusion
Sticking to the defaults will make it easy for others to understand and contribute to your custom component. After all, the beauty of open source is that anyone can help improve your code! But if you ever need to deviate from the defaults, you know how!