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Building the perfect PHP app for the enterprise
Episode 4: Optimizing performanceZeev SuraskiTwitter: @zeevsEmail: [email protected]
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Series overviewKeeping up with PHP
Developing apps faster
Resolving problems and high availability
Now: Optimizing performance ←
Zeev SuraskiCTO, ZendRogue Wave Software
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• 3 daughters• Photography enthusiast• Crazy about spicy foods• Programming since the age of 12• Last thing I did before getting involved with
PHP was C++ CGIs (no!)
About me
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Enterprise PHP is mission-critical
• Built securely• Delivers optimal performance + scale• Always on• Meets release timelines• Modernizes legacy business logic• Clear support path (production + LTS)
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What is performance?
The effectiveness of a computer system, as measured by agreed-upon criteria, such as throughput,
response time and availability.
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Performance is important• F1000: Average annual cost of
application downtime per hour $500K – $1M
• F1000: Average time to restore an application failure
80% > 1 hour25% > 12 hours
• F1000: Average annual cost of application downtime $125M - $250M
A 1 second delay in page response can result in a 7% reduction in conversion.
IDC, “DevOps and the Cost of Downtime: Fortune 1000 Best Practice Metrics Quantified”
Akamai research
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What influences performance?Almost Anything!
• Hardware (virtual/real)• Network bandwidth• Application complexity• Memory consumption• Response time of databases and service providers• User/client load• Time (of day, day of week, holidays, etc.)
Measuring & improving performance
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Performance isn’t a one-off process
Develop
Measure
Optimize
Monitor
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Develop
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Performance during development• Three Rules of Code Optimization:
1. Don’t. 2. Don’t yet.3. Profile first.
• Design for performance• Pay attention to performance as you
develop, but don’t optimize prematurely
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Additional tools• IDE – PhpStorm, Zend Studio
• Code Tracing
• xhprof
Measure
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Measuring performance
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Measuring performance - It’s hard…It’s dangerously easy to get results.It’s remarkably difficult to get accurate results.
Challenges:• Simulating real-world workloads
• Locking issues• Hardware changes• Underlying software changes• Infrastructure fluctuations (software, hardware, network) • Uncertainty principle
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Measuring performance – How?
Common measurements:• Requests per second (req/s)• Response time• Latency
Software:
Siege
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Measuring performance - Tips• Automate• Use repeatable hardware
• Dedicated hardware• Documented cloud/virtual instances
• Perform a ‘warmup’• Look for cron jobs• Simulate realistic scenarios• Use separate load generating machines
• Must also be repeatable• Have expectations & validate them
• If results are completely off, research why• Conduct each individual benchmark at least 3 times• Perform often• Automate
Optimize
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Web erver
PHP
Frameworks
Apps
App server services
Load balancer
End users
Database
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Service backends
Load balancer
End users
Database
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Service backends
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Under The Hood
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Opcode Caching
Zend OPcache
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Opcode caching
OPcache
• TurnkeyRequires absolutely no changes to your code
• Very substantial performance yieldsUsually at least 2x better performance
• Free & integrated into PHPZend’s OPcache (formerly Optimizer+) donated to the community in 2012
• Very modest requirementsTypically requires only several dozen to a few hundred megabytes of memory server-wide
• Verdict: Always use
Web server
PHP
Frameworks
Apps
App server services
End users
DatabaseService
backends
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Load balancer
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PHP 7 – The fastest PHP ever
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PHP 7 – The fastest PHP ever
PHP 5 PHP 7
72 56
72
32
24
16
Hash Table Bucket zVal PHP 5 PHP 7
20%
5%
Memory Manager CPU Overhead (WP)Memory Consumption of key Data
Structures (bytes)
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Web server
PHP
Frameworks
Apps
App server services
End Users
DatabaseService
Backends
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Load balancer
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Web server software and setupDifferent Web Server software have different performance characteristics. Some are faster than others.
Pay attention to:• Apache vs. Nginx vs. IIS• mod_php vs. FPM• Concurrency settings• KeepAlive settings
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End Users
DatabaseService
Backends
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Load balancer
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Data cachingSave expensive ops, such as database queries, API calls,filesystem access, etc. by caching and reusing results.
• Pros:• Eliminates (or greatly reduces) time of costly calls• Reduces load on the database, service provider, filesystem• Time spent fetching from cache typically around zero
• Cons:• Requires code modifications• Only works if results don’t change for long periods of time (typically
>10 seconds)
• Verdict: Greatly improves performance when used in the right places.
End users
DatabaseService
backends
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Load balancer
35
Page cachingEliminates the entire execution time of the page by cachingits entire content.
• Pros:• Page execution time is reduced to zero• Saves memory, resources, database and CPU load
• Cons:• Only suitable in situations where an entire rendered page can be
repeatedly served more than once for long periods of time.• Requires configuration
• Verdict: By far the best performance booster, use whenever possible.
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What is performance?
The effectiveness of a computer system, as measured by agreed-upon criteria, such as throughput,
response time and availability.
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Perceived performance
How quickly software appears to perform its task.
Load balancer
End users
DatabaseService
backends
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
Web server
PHP
Frameworks
Apps
App server services
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Asynchronous processingPerform long-running tasks asynchronously.
In other words, instead of waiting for them to complete, perform them in the background and notify the user once they’re done (if necessary)
• Pros:• Radically improve perceived performance for use cases such as
credit card clearance, PDF generation, sending email• Distribute load among servers
• Cons:• Requires code changes• Only suitable for specific use cases
Monitor
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MonitoringMonitoring is important:
• Things change when the rubber meets the road
• Enables SLA between ops & business owners
• Finger on the pulse• Find performance issues that would
otherwise go unnoticed (by you, not your customer)
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Recap• Performance is important to your business• Performance is a cycle, not a one-off investment• Set expectations – both with yourself and your business
owners• Tools can greatly help
• Especially if they’re baked into your dev cycle
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Learn more
• Watch this webinar on demand
• Read the recap blog
Thank you!