Googleappengineintro 110410190620-phpapp01
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This document provides an introduction and overview of Google App Engine and developing applications with Python on the platform. It discusses what App Engine is, who uses it, how much it costs, recommended development tools and frameworks, and some of the key services provided like the datastore, blobstore, task queues, and URL fetch. It also notes some limitations of App Engine and alternatives to running your own version of the platform.
![Example handler
from google.appengine.ext import webapp
from google.appengine.ext.webapp.util import run_wsgi_app
class MainPage(webapp.RequestHandler):
def get(self):
self.response.headers['Content-Type'] = 'text/plain'
self.response.out.write('Hello, webapp World!')
application = webapp.WSGIApplication(
[('/', MainPage)],
debug=True)
def main():
run_wsgi_app(application)
if __name__ == "__main__":
main()](https://image.slidesharecdn.com/googleappengineintro-110410190620-phpapp01-121204221727-phpapp02/85/Googleappengineintro-110410190620-phpapp01-14-320.jpg)
Googleappengineintro 110410190620-phpapp01
- 1. Introduction to Google App Engine with Python Brian Lyttle (http://brianlyttle.com) @brianly on Twitter
- 2. What is Google App Engine? Google call it “cloud development in a box”. It is a hosted development environment along the lines of Microsoft Azure. Targets users building internet applications, but that is changing. Built on the same scalable platform used for other Google services. Development is done locally in Python (or Java) on Windows, Mac OS X, or Linux. Push to the cloud and Google will manage everything. We’ll dig into the details shortly.
- 3. Who’s using App Engine? Case Studies http://code.google.com/appengine/casestudies.html Most often GAE is used as a utility alongside another platform. GAE for Business will increase uptake. Eventually.
- 4. How much does it cost? It is free to get started, or run small applications. ~5M page views per month Google post quotas and costs on their website http://code.google.com/appengine/docs/quotas.html Once you reach certain limits Google will start charging you based on your usage. Usage costs can be expensive depending on your requirements, or alternative deployment platforms. Choice of datastore can even impact costs Calculating costs can be tricky, but this is the case with all usage-based cloud providers and services. You need to know your application, and the how the platform can be best used applied to your needs. Cheaper features might have potential for higher lock-in.
- 5. Mapping use cases to App Engine You can’t really choose a framework or tool without some experience. Take this advice with a pinch of salt. Good You want to learn a Python web development framework. Managing servers is not something you want to do. Your application needs to support a ridiculous number of users, or giant fluctuations in usage. You want to quickly prototype a larger application that you may develop elsewhere. Maybe An existing application is written in Python (or Java) and you want to create a web front end. Bad Data sources for your application live inside your company. Other data security or privacy requirements. You need a version of Python newer than 2.5. Your Python library requires a C extension and does not have a Python fallback.
- 6. Learning Python Zed Shaw’s “Learn Python the Hard Way” is recommended. http://learnpythonthehardway.org/index Many other resources are available: http://diveintopython.org/toc/index.html http://docs.python.org/tutorial/ Focus on learning Python 2.x if you want to use the broadest range of libraries today. Python 3.2 is the latest but newbies will have issues with libraries. GAE makes the choice easier. Use CPython 2.5. Get familiar with REPL-style development in the shell.
- 7. Development tools Python 2.5 Only this version is supported at present. Free from http://www.python.org/ftp/python/ Get the latest 2.5.x release from http://www.python.org/ftp/python/2.5.5/ Google App Engine SDK Download the latest version and it will auto-update. Free from http://code.google.com/appengine/downloads.html A suitable editor Most (good) text editors provide syntax highlighting. I like JetBrains’ PyCharm, but ActiveState Komodo is also good. A lot of people like the Wingware IDE. You could use the latest Python support for Visual Studio 2010 if you want but it does not have special support for App Engine.
- 8. Documentation and samples All docs can be downloaded as a ZIP http://code.google.com/appengine/downloads.html - Download_the_Google_App_Engine_Documentation Documentation http://code.google.com/appengine/docs/python/overview.html Sample Code http://code.google.com/p/google-app-engine-samples/ http://code.google.com/p/rietveld/ https://github.com/search?langOverride=&language=python&q=google+app+engine&repo= &start_value=1&type=Repositories&x=0&y=0 http://brizzled.clapper.org/id/77/ Videos Google IO Conference on YouTtube. PyCon: http://pycon.bliptv.com
- 9. Services provided by App Engine Datastore (SQL Server) Services are accessed via “webapp”. Blobstore (File system) Capabilities Most have equivalents in the .NET world (shown in parentheses) Channel (comet?) Images (ImageGlue.NET) Sites hosted at *.appspot.com Mail (BCL) Memcache (AppFabric) Limitations: Multitenancy (SQL Schemas) SSL for custom domains OAuth (BCL) Quotas impacting cost are complex Prospective Search Users all have Gmail emails by default Task Queues (MSMQ) Python libraries which depend on C URL Fetch (BCL) extensions cannot run on the platform. Users (BCL) Google-like search requires some effort. XMPP (Lync API)
- 11. SDK Console
- 12. Basic App Engine demo Bookmarkz Bookmark database URL shortener Using the default “webapp” framework Source code is available from https://bitbucket.org/brianly/bookmarkz/src
- 13. Webapp framework Based on a basic framework called WebOb that runs atop WSGI. WSGI is an interface to Python web servers. Whilst you have basic support for MVC, you don’t have the support provided by a full framework like ASP.NET MVC. Convention or configuration? Neither. For a lot of applications you should be considering a framework like Tipfy (more later).
- 14. Example handler from google.appengine.ext import webapp from google.appengine.ext.webapp.util import run_wsgi_app class MainPage(webapp.RequestHandler): def get(self): self.response.headers['Content-Type'] = 'text/plain' self.response.out.write('Hello, webapp World!') application = webapp.WSGIApplication( [('/', MainPage)], debug=True) def main(): run_wsgi_app(application) if __name__ == "__main__": main()
- 15. Datastore You Entities based on Classes which derive from a special base class. Google provide a range of data types for Entity properties. Entities are stored in a system based on Big Table (Master/Slave) or Megastore (High Replication). You choose this when you create your application. Choice of storage affects costs and can’t be changed easily. Google recommend the High Replication datastore for better all round performance. Fewer peaks and troughs compared to the Master/Slave store.
- 16. Working with Models Models are defined in Python in a similar fashion to other ORM tools. The challenges are a little different from your experiences using ORMs with relational databases. Data types http://code.google.com/appengine/docs/python/datastore/typesandpropertycla sses.html Definition Query class Song(db.Model): query = GqlQuery("SELECT * FROM author = db.UserProperty() Song WHERE composer composer = db.StringProperty() = :composer", date = db.DateTimeProperty composer="Lennon, John") (auto_now_add=True) tags = db.StringListProperty() query = db.Query(Song) description = db.TextProperty() query.filter('composer=', id) result = query.get()
- 17. More Models Expando and PolyModel. More information can be found in the SDK documentation class Person(db.Expando): class Contact(polymodel.PolyModel): first_name = db.StringProperty() phone_number = db.PhoneNumberProperty() last_name = db.StringProperty() address = db.PostalAddressProperty() hobbies = db.StringListProperty() class Person(Contact): first_name = db.StringProperty() last_name = db.StringProperty() mobile_number = db.PhoneNumberProperty() class Company(Contact): name = db.StringProperty() fax_number = db.PhoneNumberProperty()
- 18. Blobstore Limits apply to object size in the datastore. Store large objects e.g. images or documents in the Blobstore Exceptions might be small thumbnails where they are always returned with related fields. Use the BlobstoreUploadHandler class to make uploading blob objects less painful. BlobstoreDownloadHandler provides a way to specify byte ranges. BlobReader gives you a stream-like API. Plays well with the Images API.
- 19. URL Fetch Enables requests to HTTP and HTTPS resources. Use for calls to REST (and SOAP) web services. Supports calls to your intranet through the Google Secure Data Connector (SDC). from google.appengine.api import urlfetch result = urlfetch.fetch(url="http://www.corp.example.com/sales.csv", headers={'use_intranet': 'yes'}) if result.status_code == 200: parseCSV(result.content) Download size is limited to 32 MB.
- 20. Task Queues Allows you to do work later such as send a notification, or update a 3rd party system. # Application queues a task taskqueue.add(url='/worker', params={'key': key}) # Handler does the work class CounterWorker(webapp.RequestHandler): def post(self): # should run at most 1/s key = self.request.get('key') def txn(): counter = Counter.get_by_key_name(key) if counter is None: counter = Counter(key_name=key, count=1) else: counter.count += 1 counter.put() db.run_in_transaction(txn)
- 21. Notes for Windows users Python works pretty well on Windows compared to other languages. Google’s imaging library needs an extension called PIL. 64-bit versions of Python and the Python Imaging Library (PIL) Make sure that the architectures of extensions match up. Windows programs a 64-bit application cannot load a 32-bit DLL, and vice versa. See my blog post on this topic. Windows Firewall and blocked ports No server == no fun
- 23. Health and uptime Check the status page if you experience issues. Situations Read-only Datastore “Regular” failures The Capabilities API is provided to enable you to handle maintenance periods.
- 24. Better frameworks for App Engine The “webapp” framework is bare bones and based on WSGI. Any WSGI framework can run on App Engine. Kay Components: Django, Werkzeug, Jinja2, babel http://code.google.com/p/kay-framework/ Tipfy Custom framework with multiple template engines, and plugins. http://www.tipfy.org/ Django-nonrel A NoSQL-optimized version of Django. Wesley Chun’s from Google presented on this at PyCon. http://www.allbuttonspressed.com/projects/django-nonrel
- 25. Run your own App Engine “Platform as a Service” can lock you in Data lock-in is probably a bigger problem than frameworks. Possible solutions Typhoon AE: http://code.google.com/p/typhoonae/ AppScale: http://sites.google.com/site/gaeasaframework/appscale Essentially these are a lot of pain to setup, and you are probably using the App Engine framework to solve the wrong problem. A better solution is to use a native Python framework: Django: http://www.djangoproject.com/ Pyramid (Pylons): http://pylonsproject.org/ Flask: http://flask.pocoo.org/
- 26. Thanks! Don’t forget to provide provide feedback on my talk and others you attended today. Slides and code will be posted to http://brianlyttle.com shortly.