[three]Bean
sqlalchemy + the JavaScript InfoVis Toolkit (jit)
Mar 06, 2011 | categories: python, toscawidgets, turbogears View CommentsI've been working on some new ToscaWidgets2 widgetry. Today's post is a tutorial on how to use tw2.jit.SQLARadialGraph with the Turbogears 2.1 framework. You can check out the entire source tree for this tutorial from my github page.
I really like tw2.jit.SQLARadialGraph
and have been getting overly-excited about it: foaming at the mouth,
rambling... I've tried to cut all that out of this post and just give you the
details on how to get started using it and Turbogears 2.1. In short,
SQLARadialGraph
itself is a python web component that produces an
interactive graph of your database via javascript and asynchronous requests for
JSON data. Most all of its real rendering work is accomplished with the awesome
JavaScript InfoVis Toolkit by Nicolas Garcia
Belmonte.
For this post, first we'll configure Turbogears 2.1 to use Toscawidgets 2
middleware. Second we'll modify our new app's bootstrapping process to insert
some random data into its development sqlite database. Third, we'll configure
and display an instance of tw2.jit.SQLARadialGraph
to visualize the
data we inserted.
1. Setting up Turbogears
Start with a fresh TG 2.1 quickstarted app by running $ paster
quickstart tw2.jit-tg2.1-demo
. It will ask you some questions -- for
this tutorial we are using mako templates and we are using
authentication.
virtualenv
Jump into your newly quickstarted app's directory and run $ virtualenv
--no-site-packages virtualenv
and $ source
virtualenv/bin/activate
to cordon off your app's dependencies from your
system-wide python site-packages directory.
Configure TG 2.1 for Toscawidgets 2
Add the following three lines to the
install_requires
argument in your setup.py
file.
"repoze.what-pylons", "tg.devtools", "tw2.jit",
A fresh Turbogears 2.1 quickstarted app depends on Toscawidgets 1 by default. We'll be using Toscawidgets 2 so we need to remove all the old references as well as tell TG2.1 to use the tw2 middleware instead of tw1.
Remove the following three lines from
tw2jittg21demo/controllers/root.py
:
from tgext.admin.tgadminconfig import TGAdminConfig from tgext.admin.controller import AdminController ... < snip > ... admin = AdminController(model, DBSession, config_type=TGAdminConfig)
Remove the following one line from
tw2jittg21demo/lib/base.py
:
from tw.api import WidgetBunch
Add the following two lines to the bottom of
tw2jittg21demo/config/app_cfg.py
:
base_config.use_toscawidgets = False base_config.use_toscawidgets2 = True
You will also need to enable the query property on all models.
Uncomment the following line in
tw2jittg21demo/model/__init__.py
:
DeclarativeBase.query = DBSession.query_property()
Test it all with the following commands.
$ python setup.py develop $ paster setup-app development.ini $ paster serve --reload development.ini
And point your browser at http://localhost:8080. If all has gone well, you should see the default index page for your newly quickstarted TG2.1 web-app.
2. Add some `interesting` data
We'll use the existing models defined in tw2jittg21demo/model/
to make this tutorial shorter and smoother.
Edit tw2jittg21demo/websetup/bootstrap.py
(which is the code
that gets run when you issue $ paster setup-app development.ini
)
and add the following two new function definitions just above
the definition of the bootstrap
function.
from random import choice, randint def add_random_users(): """ Add 9 random users """ import string chars = string.letters for first in [u'Sally', u'John', u'Tim']: for last in [u'Anderson', u'Flanderson', u'Block']: user = model.User() user.user_name = unicode((first[0] + last).lower()) user.display_name = u'%s %s' % (first, last) user.email_address = u'%s@socialistworker.org' % user.user_name user.password = u''.join([choice(chars) for i in range(12)]) model.DBSession.add(user) model.DBSession.flush() def add_random_groups(): """ Generate a number of random groups and add users to them """ for name in ['developer', 'system admin', 'shmeveloper', 'crispin gladbin']: group = model.Group() group.group_name = name group.display_name = (u"%ss group" % name).title() model.DBSession.add(group) all_users = model.User.query.all() for i in range(randint(0, len(all_users)-2)): user = choice(all_users) while user in group.users: user = choice(all_users) group.users.append(user) model.DBSession.flush()
These new functions still need to be called during the boostrap
process, so add two invocation lines just above the
transaction.commit()
line at the end of the boostrap
function.
model.DBSession.add(u1) model.DBSession.flush() add_random_users() add_random_groups() transaction.commit() except IntegrityError: print 'Warning, there was a problem adding your auth data, it may have already been added:'
Blow away and re-create your database with the following commands:
$ rm devdata.db $ paster setup-app development.ini
Run $ paster serve --reload development.ini
and point your
browser at http://localhost:8080 again to
make sure nothing is broken.
3. Visualize the database with tw2.jit.SQLARadialGraph
Make the widget available in your root controller
Create a module tw2jittg21demo/widgets.py
with
the following content:
from tw2jittg21demo import model from tw2.jit import SQLARadialGraph def makeUserGraph(): class UserGraph(SQLARadialGraph): id = 'whatever' base_url = '/jit_data' entities = [model.User, model.Group, model.Permission] excluded_columns = ['_password', 'password', 'user_id', 'group_id', 'permission_id'] width = '920' height = '525' rootObject = model.User.query.first() return UserGraph
Modify your root controller in
tw2jittg21demo/controllers/root.py
to make use of the new
widget.
Add the following import above the
RootController
definition:
from tw2jittg21demo.widgets import makeUserGraph
Modify the index(self)
method so that the
return statement looks like:
return dict(page='index', widget=makeUserGraph())
And add a new method to serve json data to the jit widget.
@expose('json') def jit_data(self, *args, **kw): """ Serve data from the tw2.jit built-in controller """ return makeUserGraph().request(request).body
Display the widget in your root template
Replace all of the contents of
tw2jittg21demo/templates/index.mak
with the following two
lines:
<%inherit file="local:templates.master"/>
${widget.display() | n }
Give it a spin
Point your browser once again at http://localhost:8080 and you should be greeted by something like the following:
Getting fancy
tw2.jit.SQLARadialGraph
can make use of various method defined
on the sqlalchemy entities of which its been made aware. One is the
__unicode__(self)
method which is already present on our models
from the TG2.1 quickstart process. Another is __jit_data__(self)
which must return a json-ifiable python dict.
In the future, we expect to support more attribute, but at the time of this
writing the only attribute that is actually used on the client side is the value
of an hover_html
key if it is present at all.
Add the following two methods to your
tw2jittg21demo.model.User
class which is defined in
tw2jittg21demo/model/auth.py
:
@property def gravatar_url(self): """ Return a link to the gravatar image for this email addy """ import hashlib hsh = hashlib.md5(self.email_address).hexdigest() base = "http://www.gravatar.com/avatar/{hsh}?d=monsterid" return base.format(hsh=hsh) def __jit_data__(self): """ 'hover_html' is the only supported key at present """ return { 'hover_html' : """ <h2>{display_name}</h2> <img src="{gravatar_url}" /> <ul> <li>{user_name}</li> <li>{created}</li> </ul> """.format(gravatar_url=self.gravatar_url, **self.__dict__) }
Restart your webapp and re-visit http://localhost:8080. You should see fancy
pop-ups now when you mouseover any entity for which a __jit_data__
method returns a dict containing a hover_html key.
Style
Lastly, you may want to re-style the jit graph to fit your page.
Modify tw2jittg21demo/widgets.py
by adding the
following import statement at the top:
from tw2.core import JSSymbol
and by adding the following extra specifications to the
UserGraph
class:
# Try to match colors to the TG banner backgroundcolor = '#FFFFFF' background = { 'CanvasStyles': { 'strokeStyle' : '#FFFFFF' } } Node = { 'color' : '#ffcb2f' } Edge = { 'color' : '#307e8a', 'lineWidth':1.5, } # Override the label style onPlaceLabel = JSSymbol(src=""" (function(domElement, node){ domElement.style.display = "none"; domElement.innerHTML = node.name; domElement.style.display = ""; var left = parseInt(domElement.style.left); domElement.style.width = '120px'; domElement.style.height = ''; var w = domElement.offsetWidth; domElement.style.left = (left - w /2) + 'px'; domElement.style.cursor = 'pointer'; if ( node._depth <= 1 ) domElement.style.color = 'black'; else domElement.style.color = 'grey'; })""")
Once again restart your webapp and reload the page to get the following:
Outties
I hope this post was helpful and got you interested enough to check out the code and improve on it. Comments, questions, and patches are all appreciated.