pip install dash==0.29.0rc8
pip install dash-renderer==0.15.0rc1
pip install dash-core-components==0.31.0rc2
pip install dash-html-components==0.14.0rc3

import dash
import dash_html_components as html
import dash_core_components as dcc
import plotly.graph_objs as go
from dash.dependencies import Input, Output

app = dash.Dash()
app.scripts.config.serve_locally=True

app.layout = html.Div([
    html.Button(id='click1', children='click to return bad Div children'),
    html.Div(id='output1', **{'data-cb': 'foo'}),
    html.Button(id='click2', children='click to return a bad figure'),
    dcc.Graph(id='output2', figure={'data': [], 'layout': {}}),
    html.Button(id='click3', children='click to return a bad radio'),
    dcc.RadioItems(id='output3', options=[{'value': 'okay', 'label': 'okay'}]),
    html.Button(id='click4', children='click to make a figure with no id'),
    html.Div(id='output4'),
])



@app.callback(Output('output1', 'children'),
              [Input('click1', 'n_clicks')])
def crash_it1(clicks):
    if clicks:
        return [[]]
    return clicks

@app.callback(Output('output2', 'figure'),
              [Input('click2', 'n_clicks')])
def crash_it2(clicks):
    if clicks:
        return {'data': {'x': [1, 2, 3], 'y': [1, 2, 3], 'type': 'scatter'}, 'layout': {}}
    return go.Figure(data=[go.Scatter(x=[1,2,3], y=[1,2,3])], layout=go.Layout()) 

@app.callback(Output('output3', 'options'),
              [Input('click3', 'n_clicks')])
def crash_it3(clicks):
    if clicks:
        return [{'value': {'not okay': True}, 'labl': 'not okay'}]
    return [{'value': 'okay', 'label': 'okay'}]

@app.callback(Output('output4', 'children'),
              [Input('click4', 'n_clicks')])
def crash_it4(clicks):
    if clicks:
        return dcc.Graph()
    return dcc.Graph(id='hi')

app.run_server(debug=True, port=8050)

CallbackOutputValidationError: 


A Dash Callback produced an invalid value!

Dash tried to update the `figure` prop of the
`Graph` with id `output2` by calling the
`crash_it2` function with `(1)` as arguments.

This function call returned `{'layout': {}, 'data': {'y': [1, 2, 3], 'x': [1, 2, 3], 'type': 'scatter'}}`, which did not pass
validation tests for the `Graph` component.

The expected schema for the `figure` prop of the
`Graph` component is:

***************************************************************
{'validator': 'plotly_figure'}
***************************************************************

The errors in validation are as follows:

* figure	<- Invalid Plotly Figure:


    Invalid value of type '__builtin__.dict' received for the 'data' property of 
        Received value: {'y': [1, 2, 3], 'x': [1, 2, 3], 'type': 'scatter'}

    The 'data' property is a tuple of trace instances
    that may be specified as:
      - A list or tuple of trace instances
        (e.g. [Scatter(...), Bar(...)])
      - A list or tuple of dicts of string/value properties where:
        - The 'type' property specifies the trace type
            One of: ['mesh3d', 'splom', 'scattercarpet',
                     'scattergl', 'scatterternary', 'pie',
                     'surface', 'histogram', 'ohlc', 'heatmapgl',
                     'cone', 'scatterpolar', 'table',
                     'scatterpolargl', 'histogram2d', 'contour',
                     'carpet', 'box', 'violin', 'bar',
                     'contourcarpet', 'area', 'choropleth',
                     'candlestick', 'streamtube', 'parcoords',
                     'heatmap', 'barpolar', 'scattermapbox',
                     'scatter3d', 'pointcloud',
                     'histogram2dcontour', 'scatter', 'scattergeo',
                     'sankey']

        - All remaining properties are passed to the constructor of
          the specified trace type

        (e.g. [{'type': 'scatter', ...}, {'type': 'bar, ...}])

CallbackOutputValidationError: 


A Dash Callback produced an invalid value!

Dash tried to update the `options` prop of the
`RadioItems` with id `output3` by calling the
`crash_it3` function with `(1)` as arguments.

This function call returned `[{'value': {'not okay': True}, 'labl': 'not okay'}]`, which did not pass
validation tests for the `RadioItems` component.

The expected schema for the `options` prop of the
`RadioItems` component is:

***************************************************************
{'schema': {'allow_unknown': False,
            'nullable': False,
            'schema': {'disabled': {'type': 'boolean'},
                       'label': {'type': 'string'},
                       'value': {'type': 'string'}},
            'type': 'dict'},
 'type': 'list'}
***************************************************************

The errors in validation are as follows:

* options
 * 0
  * value	<- must be of string type
  * labl	<- unknown field

ComponentInitializationValidationError: 


A Dash Component was initialized with invalid properties!

Dash tried to create a `RadioItems` component with the
following arguments, which caused a validation failure:

***************************************************************
{'id': 'output3', 'options': [{'label': 'okay', 'value': {}}]}
***************************************************************

The expected schema for the `RadioItems` component is:

***************************************************************
{'className': {'type': 'string'},
 'dashEvents': {'allowed': ['change'], 'type': ('string', 'number')},
 'fireEvent': {},
 'id': {'type': 'string'},
 'inputClassName': {'type': 'string'},
 'inputStyle': {'type': 'dict'},
 'labelClassName': {'type': 'string'},
 'labelStyle': {'type': 'dict'},
 'options': {'schema': {'allow_unknown': False,
                        'nullable': False,
                        'schema': {'disabled': {'type': 'boolean'},
                                   'label': {'type': 'string'},
                                   'value': {'type': 'string'}},
                        'type': 'dict'},
             'type': 'list'},
 'setProps': {},
 'style': {'type': 'dict'},
 'value': {'type': 'string'}}
***************************************************************

The errors in validation are as follows:


* options
 * 0
  * value	<- must be of string type