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High-Availability Django
Frankie Dintino
The Atlantic
Performance woes…
…and crises
Today
First steps
• Monitoring and profiling: understand your
bottlenecks
• Tackle the “easy” stuff first: query optimization,
caching
• Don’t neglect front-end performance
Profiling
• Hosted services: New Relic, Opbeat
• django-debug-toolbar, django-silk
• cProfile / pyprof2calltree / KCacheGrind for
masochists
• WSGI middleware
Monitoring
• Downtime notifications: Alertra, New Relic,
Opbeat, Chartbeat
• Nagios and its many forks, Zabbix
Caching
• Use a CDN
• Proxy cache (Nginx, Squid, Varnish)
• {% cache %}, @cached_property,
CachedStaticFilesStorage, cached template
loader
• Page caching frameworks
• ORM caching: a mixed bag
Query optimization
• .prefetch_related(), .select_related()
• prefetch_related_objects() for generic
foreign keys
• .values() and .values_list() where it
counts, if possible
• Database parameter tuning, judicious indexing
Throwing more hardware at the
problem also works.
“Request Queuing?”
“Request Queuing?”
theatlantic :4000
citylab :5000
admin :6000
:80
upstream theatlantic {
server apps1:4000;
server apps2:4000;
server apps3:4000;
}
upstream citylab {
server apps1:5000;
# ...
}
upstream theatlantic_stage {
server apps1:4500;
server apps2:4500;
server apps3:4500;
}
upstream citylab_stage {
server apps1:5500;
# ...
}
/www/site/
stage/
live/
a/
b/
/www/site/
stage/
live/
a/
b/
Basic principles
• “a” and “b” repositories are always “production-
ready.”
• Force as much Django code to load as possible
before defining def application() in your
WSGI file.
• Before swapping the upstreams, “warm up” the
workers with concurrent HTTP requests.
mod_wsgi vs. uWSGI
mod_wsgi
• In general, comparable performance
• Runs on Apache HTTP server
• Mostly the work of a single developer
• Documentation terminally out-of-date
• Important configuration options missing or only
discoverable in the release notes
uWSGI
• Broad and active community
• Very thorough documentation (overwhelming, in
fact)
• Highly configurable
github.com/hadjango
@frankiedintino
frankie@theatlantic.com
High-Availability Django

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High Availability Django - Djangocon 2016