ipyformkit 0.2.0a0

Easy form creation with ipywidgets in Jupyter

IpyFormKit

IpyFormKit is a Python library for creating dynamic, interactive forms using ipywidgets in Jupyter notebooks. It simplifies the process of building forms for data entry, configuration, or experimentation with minimal code.

Features

• Dynamic Forms: Automatically generate forms from dictionaries with support for various input types (text, numbers, dropdowns, checkboxes, etc.).
• Custom Widgets: Includes specialized widgets like FileAutocomplete for file selection and CollapsibleVBox for collapsible sections.
• Validation and Logic: Add conditions to disable, hide, or validate fields dynamically based on user input.
• Masonry Layout: Organize multiple forms in a responsive masonry-style layout.
• Adaptive CSS Styling Seamless integration with Jupyter Notebook/Lab, Google Colab and VScode themes.

Installation

pip install ipyformkit

For use in Google Colab one currently needs to downgrade ipywidgets as widgets are not displayed otherwise.

pip install ipyformkit
pip install "ipywidgets>=7,<8"

Example Usage

import ipyformkit as ifk

test = {'first name':'Zaphod',
        'last name':'Beeblebrox',
        ('age', 'gender'):(-200, ('two-headed', 'male', 'female', 'non-binary')),
        'height':2.05,
        'date of birth':'Unknown (he probably lied about it anyway)',
        ('Input 1', 'Input 2', 'Input 3', 'Input 4'):('president', 'of', 'the', 'galaxy'),
        ('street', 'house'):('Heart of Gold Spaceship', 1),
        'additional info':{'hobbies':'Kidnapping himself, avoiding responsibility, being outrageous',}
       }


mandatory = ['last name', 'age']
disable = {'last name': lambda d: d['first name'] == '',}
hide = {'house': lambda d: d['street'] == '',}
check = {'age': lambda d: d['age'] > 0,}
tooltips = {'first name':'What your mother calls you when you are in trouble.'}

form = ifk.Form(test, title='Test Form', mandatory=mandatory, disable=disable, hide=hide, check=check, tooltips=tooltips, max_width=400)
form.display()

Text input is converted into placeholders instead of values by default. One can set multiple values at once by supplying a dictionary to the .set_values() method. The dictionary keys should match the field names in the form. The values can be any type supported by ipywidgets.

form.set_values({'first name': 'Arthur', 'last name': 'Dent', 'age': 42})

Retrieve values:

values = form.get_values() # returns unchecked values
out = form.check_and_return_values() # return checked values and highlights missing mandatory inputs

Documentation

ifk.Form() is a class that creates a form using ipyipywidgets. It can be displayed using its .display() method. It takes a dictionary as input and generates the corresponding ipywidgets. The class also supports various features such as validation, conditional display, and custom styling. The arguments mandatory, disable, hide and check expect dictionaries with the affected field name as a key and a function as a value. The function takes the current form inputs as a dictionary and returns a boolean value. The function should return True if the field should be disabled, hidden or checked, and False otherwise. The .get_values() method returns the current values of each input field without applying any validation. The .check_and_return_values() method will return the current values but validate that all checks are passed.

Dictionary Value Type	Created Widget	Notes
bool	ipywidgets.Checkbox	A checkbox with the dictionary key as its description.
int	ipywidgets.IntText	A text box for integer input.
float	ipywidgets.FloatText	A text box for float input with step size based on decimal places.
str (contains os.sep)	FileAutocomplete	A custom widget for selecting files from the working directory.
str (contains "password")	ipywidgets.Password	A password input field.
str (ends with ...)	ipywidgets.Textarea	A multi-line text area with the placeholder text (excluding ...).
str (other cases)	ipywidgets.Text	A single-line text input field with the string as a placeholder.
tuple	ipywidgets.Dropdown	A dropdown menu with the tuple values as options.
dictionary	...	A collapsible sub-form with the dictionary mapped according to this table.
Other types	ipywidgets.Label	A label displaying "Unsupported type: <type_name>".