jupyter_notebook/widgets/tests/test_interaction.py

"""Test interact and interactive."""

# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.

from __future__ import print_function

try:
    from unittest.mock import patch
except ImportError:
    from mock import patch

import nose.tools as nt

from IPython.kernel.comm import Comm
from IPython.html import widgets
from IPython.html.widgets import interact, interactive, Widget, interaction
from IPython.utils.py3compat import annotate

#-----------------------------------------------------------------------------
# Utility stuff
#-----------------------------------------------------------------------------

class DummyComm(Comm):
    comm_id = 'a-b-c-d'
    
    def open(self, *args, **kwargs):
        pass
    
    def send(self, *args, **kwargs):
        pass
    
    def close(self, *args, **kwargs):
        pass

_widget_attrs = {}
displayed = []
undefined = object()

def setup():
    _widget_attrs['_comm_default'] = getattr(Widget, '_comm_default', undefined)
    Widget._comm_default = lambda self: DummyComm()
    _widget_attrs['_ipython_display_'] = Widget._ipython_display_
    def raise_not_implemented(*args, **kwargs):
        raise NotImplementedError()
    Widget._ipython_display_ = raise_not_implemented

def teardown():
    for attr, value in _widget_attrs.items():
        if value is undefined:
            delattr(Widget, attr)
        else:
            setattr(Widget, attr, value)

def f(**kwargs):
    pass

def clear_display():
    global displayed
    displayed = []

def record_display(*args):
    displayed.extend(args)

#-----------------------------------------------------------------------------
# Actual tests
#-----------------------------------------------------------------------------

def check_widget(w, **d):
    """Check a single widget against a dict"""
    for attr, expected in d.items():
        if attr == 'cls':
            nt.assert_is(w.__class__, expected)
        else:
            value = getattr(w, attr)
            nt.assert_equal(value, expected,
                "%s.%s = %r != %r" % (w.__class__.__name__, attr, value, expected)
            )

def check_widgets(container, **to_check):
    """Check that widgets are created as expected"""
    # build a widget dictionary, so it matches
    widgets = {}
    for w in container.children:
        widgets[w.description] = w
    
    for key, d in to_check.items():
        nt.assert_in(key, widgets)
        check_widget(widgets[key], **d)
    

def test_single_value_string():
    a = u'hello'
    c = interactive(f, a=a)
    w = c.children[0]
    check_widget(w,
        cls=widgets.Text,
        description='a',
        value=a,
    )

def test_single_value_bool():
    for a in (True, False):
        c = interactive(f, a=a)
        w = c.children[0]
        check_widget(w,
            cls=widgets.Checkbox,
            description='a',
            value=a,
        )

def test_single_value_dict():
    for d in [
        dict(a=5),
        dict(a=5, b='b', c=dict),
    ]:
        c = interactive(f, d=d)
        w = c.children[0]
        check_widget(w,
            cls=widgets.Dropdown,
            description='d',
            options=d,
            value=next(iter(d.values())),
        )

def test_single_value_float():
    for a in (2.25, 1.0, -3.5):
        c = interactive(f, a=a)
        w = c.children[0]
        check_widget(w,
            cls=widgets.FloatSlider,
            description='a',
            value=a,
            min= -a if a > 0 else 3*a,
            max= 3*a if a > 0 else -a,
            step=0.1,
            readout=True,
        )

def test_single_value_int():
    for a in (1, 5, -3):
        c = interactive(f, a=a)
        nt.assert_equal(len(c.children), 1)
        w = c.children[0]
        check_widget(w,
            cls=widgets.IntSlider,
            description='a',
            value=a,
            min= -a if a > 0 else 3*a,
            max= 3*a if a > 0 else -a,
            step=1,
            readout=True,
        )

def test_list_tuple_2_int():
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1,1))
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1,-1))
    for min, max in [ (0,1), (1,10), (1,2), (-5,5), (-20,-19) ]:
        c = interactive(f, tup=(min, max), lis=[min, max])
        nt.assert_equal(len(c.children), 2)
        d = dict(
            cls=widgets.IntSlider,
            min=min,
            max=max,
            step=1,
            readout=True,
        )
        check_widgets(c, tup=d, lis=d)

def test_list_tuple_3_int():
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1,2,0))
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1,2,-1))
    for min, max, step in [ (0,2,1), (1,10,2), (1,100,2), (-5,5,4), (-100,-20,4) ]:
        c = interactive(f, tup=(min, max, step), lis=[min, max, step])
        nt.assert_equal(len(c.children), 2)
        d = dict(
            cls=widgets.IntSlider,
            min=min,
            max=max,
            step=step,
            readout=True,
        )
        check_widgets(c, tup=d, lis=d)

def test_list_tuple_2_float():
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1.0,1.0))
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(0.5,-0.5))
    for min, max in [ (0.5, 1.5), (1.1,10.2), (1,2.2), (-5.,5), (-20,-19.) ]:
        c = interactive(f, tup=(min, max), lis=[min, max])
        nt.assert_equal(len(c.children), 2)
        d = dict(
            cls=widgets.FloatSlider,
            min=min,
            max=max,
            step=.1,
            readout=True,
        )
        check_widgets(c, tup=d, lis=d)

def test_list_tuple_3_float():
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1,2,0.0))
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(-1,-2,1.))
    with nt.assert_raises(ValueError):
        c = interactive(f, tup=(1,2.,-1.))
    for min, max, step in [ (0.,2,1), (1,10.,2), (1,100,2.), (-5.,5.,4), (-100,-20.,4.) ]:
        c = interactive(f, tup=(min, max, step), lis=[min, max, step])
        nt.assert_equal(len(c.children), 2)
        d = dict(
            cls=widgets.FloatSlider,
            min=min,
            max=max,
            step=step,
            readout=True,
        )
        check_widgets(c, tup=d, lis=d)

def test_list_tuple_str():
    values = ['hello', 'there', 'guy']
    first = values[0]
    c = interactive(f, tup=tuple(values), lis=list(values))
    nt.assert_equal(len(c.children), 2)
    d = dict(
        cls=widgets.Dropdown,
        value=first,
        options=values
    )
    check_widgets(c, tup=d, lis=d)

def test_list_tuple_invalid():
    for bad in [
        (),
        (5, 'hi'),
        ('hi', 5),
        ({},),
        (None,),
    ]:
        with nt.assert_raises(ValueError):
            print(bad) # because there is no custom message in assert_raises
            c = interactive(f, tup=bad)

def test_defaults():
    @annotate(n=10)
    def f(n, f=4.5, g=1):
        pass
    
    c = interactive(f)
    check_widgets(c,
        n=dict(
            cls=widgets.IntSlider,
            value=10,
        ),
        f=dict(
            cls=widgets.FloatSlider,
            value=4.5,
        ),
        g=dict(
            cls=widgets.IntSlider,
            value=1,
        ),
    )

def test_default_values():
    @annotate(n=10, f=(0, 10.), g=5, h={'a': 1, 'b': 2}, j=['hi', 'there'])
    def f(n, f=4.5, g=1, h=2, j='there'):
        pass
    
    c = interactive(f)
    check_widgets(c,
        n=dict(
            cls=widgets.IntSlider,
            value=10,
        ),
        f=dict(
            cls=widgets.FloatSlider,
            value=4.5,
        ),
        g=dict(
            cls=widgets.IntSlider,
            value=5,
        ),
        h=dict(
            cls=widgets.Dropdown,
            options={'a': 1, 'b': 2},
            value=2
        ),
        j=dict(
            cls=widgets.Dropdown,
            options=['hi', 'there'],
            value='there'
        ),
    )

def test_default_out_of_bounds():
    @annotate(f=(0, 10.), h={'a': 1}, j=['hi', 'there'])
    def f(f='hi', h=5, j='other'):
        pass
    
    c = interactive(f)
    check_widgets(c,
        f=dict(
            cls=widgets.FloatSlider,
            value=5.,
        ),
        h=dict(
            cls=widgets.Dropdown,
            options={'a': 1},
            value=1,
        ),
        j=dict(
            cls=widgets.Dropdown,
            options=['hi', 'there'],
            value='hi',
        ),
    )

def test_annotations():
    @annotate(n=10, f=widgets.FloatText())
    def f(n, f):
        pass
    
    c = interactive(f)
    check_widgets(c,
        n=dict(
            cls=widgets.IntSlider,
            value=10,
        ),
        f=dict(
            cls=widgets.FloatText,
        ),
    )

def test_priority():
    @annotate(annotate='annotate', kwarg='annotate')
    def f(kwarg='default', annotate='default', default='default'):
        pass
    
    c = interactive(f, kwarg='kwarg')
    check_widgets(c,
        kwarg=dict(
            cls=widgets.Text,
            value='kwarg',
        ),
        annotate=dict(
            cls=widgets.Text,
            value='annotate',
        ),
    )

@nt.with_setup(clear_display)
def test_decorator_kwarg():
    with patch.object(interaction, 'display', record_display):
        @interact(a=5)
        def foo(a):
            pass
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.IntSlider,
        value=5,
    )

@nt.with_setup(clear_display)
def test_interact_instancemethod():
    class Foo(object):
        def show(self, x):
            print(x)

    f = Foo()
    
    with patch.object(interaction, 'display', record_display):
        g = interact(f.show, x=(1,10))
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.IntSlider,
        value=5,
    )

@nt.with_setup(clear_display)
def test_decorator_no_call():
    with patch.object(interaction, 'display', record_display):
        @interact
        def foo(a='default'):
            pass
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.Text,
        value='default',
    )

@nt.with_setup(clear_display)
def test_call_interact():
    def foo(a='default'):
        pass
    with patch.object(interaction, 'display', record_display):
        ifoo = interact(foo)
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.Text,
        value='default',
    )

@nt.with_setup(clear_display)
def test_call_interact_kwargs():
    def foo(a='default'):
        pass
    with patch.object(interaction, 'display', record_display):
        ifoo = interact(foo, a=10)
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.IntSlider,
        value=10,
    )

@nt.with_setup(clear_display)
def test_call_decorated_on_trait_change():
    """test calling @interact decorated functions"""
    d = {}
    with patch.object(interaction, 'display', record_display):
        @interact
        def foo(a='default'):
            d['a'] = a
            return a
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.Text,
        value='default',
    )
    # test calling the function directly
    a = foo('hello')
    nt.assert_equal(a, 'hello')
    nt.assert_equal(d['a'], 'hello')
    
    # test that setting trait values calls the function
    w.value = 'called'
    nt.assert_equal(d['a'], 'called')

@nt.with_setup(clear_display)
def test_call_decorated_kwargs_on_trait_change():
    """test calling @interact(foo=bar) decorated functions"""
    d = {}
    with patch.object(interaction, 'display', record_display):
        @interact(a='kwarg')
        def foo(a='default'):
            d['a'] = a
            return a
    nt.assert_equal(len(displayed), 1)
    w = displayed[0].children[0]
    check_widget(w,
        cls=widgets.Text,
        value='kwarg',
    )
    # test calling the function directly
    a = foo('hello')
    nt.assert_equal(a, 'hello')
    nt.assert_equal(d['a'], 'hello')
    
    # test that setting trait values calls the function
    w.value = 'called'
    nt.assert_equal(d['a'], 'called')

def test_fixed():
    c = interactive(f, a=widgets.fixed(5), b='text')
    nt.assert_equal(len(c.children), 1)
    w = c.children[0]
    check_widget(w,
        cls=widgets.Text,
        value='text',
        description='b',
    )

def test_default_description():
    c = interactive(f, b='text')
    w = c.children[0]
    check_widget(w,
        cls=widgets.Text,
        value='text',
        description='b',
    )

def test_custom_description():
    d = {}
    def record_kwargs(**kwargs):
        d.clear()
        d.update(kwargs)
    
    c = interactive(record_kwargs, b=widgets.Text(value='text', description='foo'))
    w = c.children[0]
    check_widget(w,
        cls=widgets.Text,
        value='text',
        description='foo',
    )
    w.value = 'different text'
    nt.assert_equal(d, {'b': 'different text'})

def test_interact_manual_button():
    c = interactive(f, __manual=True)
    w = c.children[0]
    check_widget(w, cls=widgets.Button)

def test_interact_manual_nocall():
    callcount = 0
    def calltest(testarg):
        callcount += 1
    c = interactive(calltest, testarg=5, __manual=True)
    c.children[0].value = 10
    nt.assert_equal(callcount, 0)

def test_int_range_logic():
    irsw = widgets.IntRangeSlider
    w = irsw(value=(2, 4), min=0, max=6)
    check_widget(w, cls=irsw, value=(2, 4), min=0, max=6)
    w.value = (4, 2)
    check_widget(w, cls=irsw, value=(2, 4), min=0, max=6)
    w.value = (-1, 7)
    check_widget(w, cls=irsw, value=(0, 6), min=0, max=6)
    w.min = 3
    check_widget(w, cls=irsw, value=(3, 6), min=3, max=6)
    w.max = 3
    check_widget(w, cls=irsw, value=(3, 3), min=3, max=3)
    
    w.min = 0
    w.max = 6
    w.lower = 2
    w.upper = 4
    check_widget(w, cls=irsw, value=(2, 4), min=0, max=6)
    w.value = (0, 1) #lower non-overlapping range
    check_widget(w, cls=irsw, value=(0, 1), min=0, max=6)
    w.value = (5, 6) #upper non-overlapping range
    check_widget(w, cls=irsw, value=(5, 6), min=0, max=6)
    w.value = (-1, 4) #semi out-of-range
    check_widget(w, cls=irsw, value=(0, 4), min=0, max=6)
    w.lower = 2
    check_widget(w, cls=irsw, value=(2, 4), min=0, max=6)
    w.value = (-2, -1) #wholly out of range
    check_widget(w, cls=irsw, value=(0, 0), min=0, max=6)
    w.value = (7, 8)
    check_widget(w, cls=irsw, value=(6, 6), min=0, max=6)
    
    with nt.assert_raises(ValueError):
        w.min = 7
    with nt.assert_raises(ValueError):
        w.max = -1
    with nt.assert_raises(ValueError):
        w.lower = 5
    with nt.assert_raises(ValueError):
        w.upper = 1
    
    w = irsw(min=2, max=3)
    check_widget(w, min=2, max=3)
    w = irsw(min=100, max=200)
    check_widget(w, lower=125, upper=175, value=(125, 175))
    
    with nt.assert_raises(ValueError):
        irsw(value=(2, 4), lower=3)
    with nt.assert_raises(ValueError):
        irsw(value=(2, 4), upper=3)
    with nt.assert_raises(ValueError):
        irsw(value=(2, 4), lower=3, upper=3)
    with nt.assert_raises(ValueError):
        irsw(min=2, max=1)
    with nt.assert_raises(ValueError):
        irsw(lower=5)
    with nt.assert_raises(ValueError):
        irsw(upper=5)
    

def test_float_range_logic():
    frsw = widgets.FloatRangeSlider
    w = frsw(value=(.2, .4), min=0., max=.6)
    check_widget(w, cls=frsw, value=(.2, .4), min=0., max=.6)
    w.value = (.4, .2)
    check_widget(w, cls=frsw, value=(.2, .4), min=0., max=.6)
    w.value = (-.1, .7)
    check_widget(w, cls=frsw, value=(0., .6), min=0., max=.6)
    w.min = .3
    check_widget(w, cls=frsw, value=(.3, .6), min=.3, max=.6)
    w.max = .3
    check_widget(w, cls=frsw, value=(.3, .3), min=.3, max=.3)
    
    w.min = 0.
    w.max = .6
    w.lower = .2
    w.upper = .4
    check_widget(w, cls=frsw, value=(.2, .4), min=0., max=.6)
    w.value = (0., .1) #lower non-overlapping range
    check_widget(w, cls=frsw, value=(0., .1), min=0., max=.6)
    w.value = (.5, .6) #upper non-overlapping range
    check_widget(w, cls=frsw, value=(.5, .6), min=0., max=.6)
    w.value = (-.1, .4) #semi out-of-range
    check_widget(w, cls=frsw, value=(0., .4), min=0., max=.6)
    w.lower = .2
    check_widget(w, cls=frsw, value=(.2, .4), min=0., max=.6)
    w.value = (-.2, -.1) #wholly out of range
    check_widget(w, cls=frsw, value=(0., 0.), min=0., max=.6)
    w.value = (.7, .8)
    check_widget(w, cls=frsw, value=(.6, .6), min=.0, max=.6)
    
    with nt.assert_raises(ValueError):
        w.min = .7
    with nt.assert_raises(ValueError):
        w.max = -.1
    with nt.assert_raises(ValueError):
        w.lower = .5
    with nt.assert_raises(ValueError):
        w.upper = .1
    
    w = frsw(min=2, max=3)
    check_widget(w, min=2, max=3)
    w = frsw(min=1., max=2.)
    check_widget(w, lower=1.25, upper=1.75, value=(1.25, 1.75))
    
    with nt.assert_raises(ValueError):
        frsw(value=(2, 4), lower=3)
    with nt.assert_raises(ValueError):
        frsw(value=(2, 4), upper=3)
    with nt.assert_raises(ValueError):
        frsw(value=(2, 4), lower=3, upper=3)
    with nt.assert_raises(ValueError):
        frsw(min=.2, max=.1)
    with nt.assert_raises(ValueError):
        frsw(lower=5)
    with nt.assert_raises(ValueError):
        frsw(upper=5)


def test_multiple_selection():
    smw = widgets.SelectMultiple

    # degenerate multiple select
    w = smw()
    check_widget(w, value=tuple(), options=None, selected_labels=tuple())

    # don't accept random other value when no options
    with nt.assert_raises(KeyError):
        w.value = (2,)
    check_widget(w, value=tuple(), selected_labels=tuple())

    # basic multiple select
    w = smw(options=[(1, 1)], value=[1])
    check_widget(w, cls=smw, value=(1,), options=[(1, 1)])

    # don't accept random other value
    with nt.assert_raises(KeyError):
        w.value = w.value + (2,)
    check_widget(w, value=(1,), selected_labels=(1,))

    # change options
    w.options = w.options + [(2, 2)]
    check_widget(w, options=[(1, 1), (2,2)])

    # change value
    w.value = w.value + (2,)
    check_widget(w, value=(1, 2), selected_labels=(1, 2))

    # change value name
    w.selected_labels = (1,)
    check_widget(w, value=(1,))

    # don't accept random other names when no options
    with nt.assert_raises(KeyError):
        w.selected_labels = (3,)
    check_widget(w, value=(1,))

    # don't accept selected_label (from superclass)
    with nt.assert_raises(AttributeError):
        w.selected_label = 3

    # don't return selected_label (from superclass)
    with nt.assert_raises(AttributeError):
        print(w.selected_label)

    # dict style
    w.options = {1: 1}
    check_widget(w, options={1: 1})

    # updating
    with nt.assert_raises(KeyError):
        w.value = (2,)
    check_widget(w, options={1: 1})