Python library for creating, validating, and rendering web forms using Pydantic
Project description
codeforms
A Python library for dynamically creating, validating, and rendering web forms using Pydantic.
Installation
pip install codeforms
Or with uv:
uv add codeforms
Requires Python 3.9+.
Quick Start
Creating a Form
Everything starts with the Form class. A form is defined with a name and a list of fields.
from codeforms import Form, TextField, EmailField, NumberField
form = Form(
name="UserRegistration",
fields=[
TextField(name="full_name", label="Full Name", required=True),
EmailField(name="email", label="Email", required=True),
NumberField(name="age", label="Age"),
]
)
The Form Class
The Form class is the main container for your form structure.
id— Auto-generated UUID.name— Form name (used in HTML export and validation).fields— A list of field objects (e.g.TextField,EmailField).css_classes— Optional CSS classes for the<form>tag.version— Form version number.attributes— Dictionary of additional HTML attributes for the<form>tag.
Field Types
All fields inherit from FormFieldBase and share these common attributes:
name— Field name (maps tonamein HTML).label— User-visible label.field_type— Field type (FieldTypeenum).required— Whether the field is mandatory.placeholder— Placeholder text inside the field.default_value— Default value.help_text— Help text displayed below the field.css_classes— CSS classes for the field element.readonly— Whether the field is read-only.attributes— Additional HTML attributes for the<input>tag.
Available Fields
TextField— Generic text input (<input type="text">).minlength,maxlength: Min/max text length.pattern: Regex pattern for validation.
EmailField— Email address (<input type="email">).NumberField— Numeric value (<input type="number">).min_value,max_value: Allowed value range.step: Increment step.
DateField— Date picker (<input type="date">).min_date,max_date: Allowed date range.
SelectField— Dropdown select (<select>).options: List ofSelectOption(value="...", label="...").multiple: Enables multi-select.min_selected,max_selected: Selection count limits (multi-select only).
RadioField— Radio buttons (<input type="radio">).options: List ofSelectOption.inline: Display options inline.
CheckboxField— Single checkbox (<input type="checkbox">).CheckboxGroupField— Group of checkboxes.options: List ofSelectOption.inline: Display options inline.
FileField— File upload (<input type="file">).accept: Accepted file types (e.g."image/*,.pdf").multiple: Allow multiple file uploads.
HiddenField— Hidden field (<input type="hidden">).
Data Validation
codeforms offers multiple ways to validate user-submitted data, leveraging Pydantic's validation engine.
Recommended: FormDataValidator
The most robust approach is FormDataValidator.create_model, which dynamically generates a Pydantic model from your form definition. This gives you powerful validations and detailed error messages automatically.
from codeforms import Form, FormDataValidator, TextField, SelectField, SelectOption
from pydantic import ValidationError
# 1. Define your form
form = Form(
name="MyForm",
fields=[
TextField(name="name", label="Name", required=True),
SelectField(
name="country",
label="Country",
options=[
SelectOption(value="us", label="United States"),
SelectOption(value="uk", label="United Kingdom"),
]
)
]
)
# 2. Create the validation model
ValidationModel = FormDataValidator.create_model(form)
# 3. Validate incoming data
user_data = {"name": "John", "country": "us"}
try:
validated = ValidationModel.model_validate(user_data)
print("Valid!", validated)
except ValidationError as e:
print("Validation errors:", e.errors())
This approach integrates seamlessly with API backends like FastAPI or Flask, since it produces standard Pydantic models.
Other Validation Methods
Two simpler alternatives exist, though FormDataValidator is preferred:
form.validate_data(data)— Built-in method on theFormclass. Less flexible; doesn't produce Pydantic models.validate_form_data(form, data)— Standalone function with basic validation logic.
Exporting Forms
Once your form is defined, you can export it to different formats.
# Export to plain HTML
html_output = form.export('html', submit=True)
print(html_output['output'])
# Export to HTML with Bootstrap 5 classes
bootstrap_output = form.export('html_bootstrap5', submit=True)
print(bootstrap_output['output'])
# Export to JSON
json_output = form.to_json()
print(json_output)
# Export to a Python dictionary
dict_output = form.to_dict()
print(dict_output)
Supported Formats
| Format | Description |
|---|---|
html |
Semantic HTML |
html_bootstrap4 |
HTML with Bootstrap 4 classes |
html_bootstrap5 |
HTML with Bootstrap 5 classes |
json |
JSON representation of the form |
dict |
Python dictionary representation |
HTML export can also generate a <script> block for basic client-side validation.
Internationalization (i18n)
All validation and export messages are locale-aware. English (en) and Spanish (es) are included out of the box, and you can register any additional language at runtime via register_locale().
Switching Locales
from codeforms import set_locale, get_locale, get_available_locales
print(get_locale()) # "en"
print(get_available_locales()) # ["en", "es"]
set_locale("es")
# All validation messages will now be in Spanish
Registering a Custom Locale
You can add any locale at runtime. Missing keys automatically fall back to English.
from codeforms import register_locale, set_locale
register_locale("pt", {
"field.required": "Este campo é obrigatório",
"field.required_named": "O campo {name} é obrigatório",
"email.invalid": "E-mail inválido",
"number.min_value": "O valor deve ser maior ou igual a {min}",
"form.validation_success": "Dados validados com sucesso",
"form.data_validation_error": "Erro na validação dos dados",
})
set_locale("pt")
Using the Translation Function
The t() function translates a message key, with optional interpolation:
from codeforms import t, set_locale
set_locale("en")
print(t("field.required")) # "This field is required"
print(t("field.required_named", name="email")) # "The field email is required"
set_locale("es")
print(t("field.required")) # "Este campo es requerido"
print(t("text.minlength", min=3)) # "La longitud mínima es 3"
Locale-Aware Validation
All validation functions respect the active locale:
from codeforms import Form, TextField, validate_form_data, set_locale
form = Form(
name="example",
fields=[TextField(name="name", label="Name", required=True)]
)
set_locale("en")
result = validate_form_data(form, {})
print(result["errors"][0]["message"]) # "The field name is required"
set_locale("es")
result = validate_form_data(form, {})
print(result["errors"][0]["message"]) # "El campo name es requerido"
See examples/i18n_usage.py for a full working example.
Custom Field Types
You can create your own field types by subclassing FormFieldBase and registering them with register_field_type(). Custom fields integrate seamlessly with forms, JSON serialization, validation, and HTML export.
Defining a Custom Field
from codeforms import FormFieldBase, register_field_type
class PhoneField(FormFieldBase):
field_type: str = "phone" # unique string identifier
country_code: str = "+1"
class RatingField(FormFieldBase):
field_type: str = "rating"
min_rating: int = 1
max_rating: int = 5
register_field_type(PhoneField)
register_field_type(RatingField)
Using Custom Fields in Forms
from codeforms import Form, TextField
form = Form(
name="feedback",
fields=[
TextField(name="name", label="Name", required=True),
PhoneField(name="phone", label="Phone", country_code="+54"),
RatingField(name="score", label="Score", max_rating=10),
],
)
JSON Roundtrip
Custom fields serialize and deserialize automatically (as long as the field type is registered before deserialization):
import json
json_str = form.to_json()
restored = Form.loads(json_str)
assert isinstance(restored.fields[1], PhoneField)
assert restored.fields[1].country_code == "+54"
Listing Registered Types
from codeforms import get_registered_field_types
for name, classes in sorted(get_registered_field_types().items()):
print(f"{name}: {[c.__name__ for c in classes]}")
See examples/custom_fields.py for a full working example.
License
MIT
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