Debugging (PHP) Applications
PHP Benelux, 28. 1. 2018
© David Buchmann, Liip AG
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)
twitter.com/bramcohen/status/51714087842877440
Organisation
- Introduction
- Tutorial Application
- Bug Hunting
- --- break ---
- More Bug Hunting
- Bug Prevention
- Bug Detection
- Wrap-Up
Introduction
Debugging
- Methodical guessing
- Narrowing down the problem
- Quickly validate a guess
Security Bugs
- Missing access control
- Functionality exposed: e.g. eval(), exec(),
string concatenation for SQL queries
- Missing validation of input
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)
This workshop focuses on finding the location of bugs. Scanning for security vulnerabilities is worth its own Workshop.
Bug Report
Look at the list of open bugs if already reported
Title
Platform/Environment
What did you do - how to reproduce?
What did you expect to happen?
What was the actual result?
Screenshot if visual, copy console output if text (use ``` in github)
For OSS: Pull request with failing test, or even a fix?
Respect!
Demo Tutorial Application
- Import data from CSV into a relational database
- Doctrine ORM models
- Website that shows imported data
Bug Hunting
Usage
git reset --hard
git checkout [branchname]
If you get random errors about files in
/vagrant/var/cache/dev/ not found, do:
rm -rf var/cache/dev/
I often use obvious errors to illustrate a case. Real bugs will often be more complicated, but the strategies apply...
[b1] Bug 1
![](data:image/png;base64,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)
Look at exception message
[b1] RTFEM: Wrong Typehint
Cannot autowire service "App\Importer\Likes": argument "$em" of method "__construct()" references class "Doctrine\ORM\EntityManager" but no such service exists. Try changing the type-hint to one of its parents: interface "Doctrine\O
RM\EntityManagerInterface", or interface "Doctrine\Common\Persistence\ObjectManager".
- The exception message suggests a solution
- Try that suggestion
✔ Exceptions are your friends, read them carefully.
[b2] Bug 2
bin/console app:import
![](data:image/png;base64,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)
Argument -v makes output more verbose.
Look at the stack trace.
[b2] Stacktrace
App\Importer\Mapper\LikeMapper->map() at .../Likes.php:49
App\Importer\Likes->import() at .../AppImportCommand.php:60
App\Command\AppImportCommand->execute() at .../Command.php:252 ...
- Figure out what we are calling
- Check where the data comes from
- Check what would make sense
$this->productRepository->find($data['CustomerId']);
✔ Exception stack trace provides context of errors
[b3] DDD: Die Driven Debugging
bin/console app:import
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)
The CustomerMapper checks if customer id already exists.
Add
die('cache')|found|new in CustomerMapper::map
[b3] DDD
$customer = $this->customerRepository->find($data['ProductId']);
- Ok if you have a confident guess
- Quick way to ensure you look at the correct place
- Stop after second attempt though
- ProTipâ„¢ do not commit the die() to git
✔ At most, use die() to check if you are in the expected place of the code
[b4] Use proper exceptions
bin/console app:import
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)
Search code for
"oops"
Search for
die( and throw exceptions with decent messages
[b4] Use proper exceptions
- An exception should tell what happened
- Not overly verbose
- But provide enough context to be useful
- ! Careful with user input / large data
✔ do not make your collegues and your future self hate you
Demo: Step by step debugger
; config to run the remote debugger
xdebug.remote_enable=1
xdebug.remote_autostart=1
xdebug.remote_connect_back=1
xdebug.idekey="XDEBUG-DRIFTER"
Demo: Step by step debugger
- Configure your IDE
- Set IDE to listen to debugging
- ifconfig to find IP of vboxnet1
- php -d xdebug.remote_host=10.10.10.1 ./bin/console app:import
- https://blog.theodo.fr/2016/08/configure-xdebug-phpstorm-vagrant/
[b5] Segfault/Infinite Loops
bin/phpunit
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)
At which test does it hang? Try --debug
[b5] Infinite Loop
Last line says CsvProductLoaderTest::testLoadFileNotFound
✔ progressive report to see which test fails hard
[b6] Search codebase for context
http://debugging.lo
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)
Look at the page source for some context, then search the codebase to see what happens around it.
[b6] Search codebase for context
<h2 style="color:green;">Found {{ customer_count }} customers {{ render(controller('App\\Controller\\HomeController::extra')) }}
- Set a breakpoint in HomeController::extra
✔ Program output can provide context where to look for errors
[b7] Search in logfiles
bin/console app:import --reset -q
http://debugging.lo shows only 99 customers instead of 100
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)
Search for non-debug messages in logfile:
echo '' > var/log/dev.log
bin/console app:import --reset -q
cat var/log/dev.log | grep -v DEBUG
[b7] Search in logfiles
app.WARNING: Invalid number of columns for App\Importer\Loader\CsvLikeLoader at CSV row 26
- Look at the CSV file data/likes.csv
- Line 26 has a comma in the name and no quotes
- Tell provider of this CSV to fix their thing
✔ Search logfiles for id's or message fragments. It helps if you know when the problem happened.
[b8] Unit Test (for debugging)
We built a (horrible) security into our website. But its faulty:
http://debugging.lo/?secret=I%20am%20David
http://debugging.lo/?secret=David
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)
Build a unit test for the HomeController::index method to cover all cases.
[b8] Unit Test
if (!stripos($secret, 'david')) {
- Use false === stripos() and 0 === stripos() to prevent errors
- (And never do security like this! Use a form login or basic auth, read up on token authentication.)
✔ Build a unit test when debugging a specific component. Often you want to keep that test afterwards.
[b9] Do not assume
bin/phpunit
all green, great?
run bin/console app:import
![](data:image/png;base64,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)
The unit test CustomerMapperTest got it wrong with mocking.
[b9] Do not assume
CustomerMapperTest
$this->repository
->expects($this->once())
->method('find')
- ->with('1607080270099')
+ ->with('Quyn Goff')
->will($this->returnValue(null));
- Mocking in unit tests can hide errors
- We even have an integration test
- Unfortunately it does not recreate the specific situation
✔ Be wary of mocking.
[ba] git bisect
http://debugging.lo
bin/phpunit   But it used to work!!
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)
https://www.sumologic.com/blog/devops/who-broke-my-test-a-git-bisect-tutorial/
[ba] git bisect
git bisect start
git bisect bad ba # broken version
git bisect good ba-1.0 # known working version
# => now you are in the middle of the history
# repeat
# run bin/phpunit and see if it goes through
# if so
git bisect good
# else
git bisect bad
[ba] git bisect
git show 09f8efd68cd535fc670c687081a77a5c4a32f0e8
- if ('\App\Entity\Customer' !==
- $this->options['customer_class']
+ if (Customer::class !==
+ $this->options['customer_class']
) {
die();
- Bonus points: What is the problem?
✔ If you know the last good state and have an easy way to decide between good and bad, git bisect is very efficient at localizing a problematic commit.
[bb] Symfony debug toolbar
http://debugging.lo
New feature: Only show expensive products
- Do we have expensive products in the CSV/database?
- What query has been run?
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)
Symfony Debug Toolbar or tail var/log/dev.log
[bb] Symfony debug toolbar
WHERE p0_.price > 10 AND p0_.price < 10
- Somebody has been tired...
✔ Look at the actual SQL query that has been executed.
[bb] Logging SQL
- Set up doctrine dbal logging
- Use a PHP aware profiler (blackfire.io, tideways.io)
- Enable query logging in MySQL (beware, this will be verbose):
SET GLOBAL log_output = "FILE";
SET GLOBAL general_log_file = "/path/logfile.log";
SET GLOBAL general_log = 'ON';
See also: Slow query log
[bc] How did this ever work?
bin/phpunit
- This clearly does not do what was expected
- You are sure it did work on the server
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)
Visit 3v4l.org and run the suspicious bit of code.
[bc] How did this ever work?
http://php.net/manual/en/migration70.incompatible.php
#migration70.incompatible.strings.hex
✔ If you suspect PHP version issues, 3v4l.org is a great tool to quickly check.
[bd] Using linters
- We added .travis.yml for automated testing.
- travis-ci complains about the file, can't handle it.
- What is wrong with the file?
![](data:image/png;base64,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)
Symfony provides the
lint:yaml command
[bd] Using linters
- Indentations in YAML are hard
- Not all tools provide good error messages when syntax errors occur
- Alternatively, there are web sites like https://jsonformatter.org/yaml-validator
✔ Linting helps to find syntax errors.
[be] Demo: Performance issue
«Premature optimization is the root of all evil.» (Donald Knuth)
- "Something" is slow
- Before we look at any code, use a tool to identify what is slow
![](data:image/png;base64,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)
php -d xdebug.profiler_enable=1 bin/console app:import
(xdebug.profiler_output_dir must exist, it is not created automatically)
KCacheGrind
[be] Demo: Performance issue
Alternatives:
- xhprof (for PHP 7, use https://github.com/tideways/php-profiler-extension) and a frontend for xhprof data.
- SaaS like blackfire.io (or tideways.io, newrelic)
✔ Find the slow part rather than optimize random bits of code.
[bf] Memory issue
bin/console app:import --reset
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)
Start logging memory_get_usage() (or use blackfire.io)
[bf-fixed] Memory issue
We flush customers in batches
- PHP request/response cycle often avoids problem
- Give up references to let garbage collector work
- Beware of naive array caches
- https://tideways.io/profiler/blog/how-to-optimize-the-php-garbage-collector-usage-to-improve-memory-and-performance
✔ Memory issues are tricky, they often depend on the data. Avoid keeping unnecessary references.
Other Strategies
- Potential vendor bugs: composer install --prefer-source
- Google generic part of error message
- Ask collegues, ask on twitter (3v4l.org, gist)
Also: Rubberducking
- Take a break
Bug Prevention
Software Lifecycle
- Conception
- Design
- Development
- Testing
- Release
(Agile too, just not as isolated phases)
How to prevent errors
- Peer review (meaningful chunks)
- Pair programming
- (External) code reviews
- Unit testing
- Functional / integration tests
- Manual testing
Testing, Continous Integration
- Step 0: run php -l on your files to lint for syntax errors
- Add some "smoke tests" that run relevant parts of your application
- Run them automatically on your CI
- Do not accept them to be failing
Code Coverage
bin/phpunit --coverage-html public/coverage
http://debugging.lo/coverage/index.html
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es8XqFDVPWPXLQtPJU455vme7OHbZYCwxVkcqZNYGuybUabKx44rLDL3n8kuL7EKs6MIh61/oH5Np3Vhi5A6iB8DElhISoguqZl9AFWo3CDQZZtlZLaYgiF2yRYudGN9q2OSljWLtM74MIRGQtoAmKDj1htsQfGlEdKKgOe8qjEbckhDIB/Rqix/SzG9Y3ICL/W0EeQGSOEFO8y3AuIXhLiOaMV2cV2q2qWhmk6VqsMgK9lobJVvTthgZdG2SdXWg0J3pFsfY+ax+JK4E4U+L2Dim/NWT0SMXogFItCrFK0Pg5ohby2oV1zhCATuubwMPEmOF8SuUzXEjHm2bOnCUq0m2X1Uo/WZMliUExgl0LboHB0KbtpnN1pWDNckOdsIZFhztYUex1jPYGRoeFatkQXUD1M3KDr9a/yQLkB44exZo7iBGcz3FVjqsyfEiI3wFLgGYeQlGKPf17dDXzeYqRqs4t2HxioirP7PujEkvF95VqXhjNWspjFj9KUP0msOdszN3TDoh+ZVwAbbX/GtWSEDJK16SsGlQuJQTznbDEGLSRB98fSvLUZhJF11jkFZidtfnWTa4gfgdLwTEavLNURUo1zKjKrN59xZ1yvXv4nABEXlnnhfL62btIk/sIIaeqGhRVs2aKT4nBfCe9C9ag3p9+t4isQZ7g1SRWz7z6FFXwweKqbKxMDUJIUR2h+ucAeqPhnDBZuu+KVV/yC+Noq0FVNhlVTZxL8dGOM90zklZbfX+oNsRTzbme/OiUKC/3SZoNDdaeobFUIAZD8JbS5ZRlE+caxNgA7pDr3ecA5J3x3ABELrwHfT/Ia+fuI0v/GO8nqFyDsmhRVg28S+uI6wxNlyIbJ3FH5+KpnbucKOSewhNQltE0Ghq+A1NVs6NyGUVZm1vnc1QTYvyZmh2Wc8JkHZe3vXjV3vwK1szgXIuyalIULcoqw3tb5yZnprGNNn55JViM6BmbqjoNlVERTZ7LmamzqhCjxbmUomxSlC2caxLjBKq/Jzf4vTU7wrkFiFzyNfToq2F60yzW/jYxNnCuHmBRNnE+IwR7xiwJyHN3p6O9e6sWRnS1mC4ntV3VSzD1/1efP3TYZZs32uqMTVWIBucTSteoladsjgE5iOr7VP8dZ1PO6g4q2fzl2mp8eurD+PDDeP8CyqpJWpakaYW1HmsiaiIip+WKzYjfOths3f/YRK+RS5zquardcCFJnGKUwol55FCztbicpgsraVqWapvJotu5O8xSnYHyqQohWFyVUhSNk9iRgP4aUZe48UPnLiDHgXnDsYP6qe4HKMrfx7l6oGlakSYOawJZqqcFRMAVYm796oXbL9nRX9q2yY8OzWbNpWEzPXxMGjum/WjfbNK+ZFtcaaQhpglxZiFt7D964fRrrnhssdP0Ye3sXGtH7n1CUdXXWFVNvM9B70L5sLwznPUu8LMOiN5+AfKqA8ibVv5E/6H1I3h/JVXlKIqqBsV6rI31DtzT+lp5zvZi5V+/6eiBNNEYVWRYiNl/NG8uD5LkFZdWC7s2uSJPVY1RHRTG/s0tW3eUlZhOk7WNvkaDCwlVldXBR9mi8g1UHcrvyg3+2DOhvGd/F+6rDqCPXoFcdA9smX4Ph44+iHNNqtJRpBWZrbBJwEjE2riWfc+bIezePho4L5JlilXVbkvDC3eP+vVqpMjJvQwxIFumqmJ6qqpYq+gYVfDHHXmDUdmidE2Cb6J6s1zvPs4zJOYZMVkX3YN+dhNy5f7HyPNfQrVbO82yRVE1qca5SYxrX08UueSCQX92McuenDeIPHEP+uH5LLtk1/D0x/qshrlllTMq25RVC++awDECPw6gHzHfPYAAyGtnx8li84NY8xm879bJYtGiLBt4nxCjnC4K2r6pKqIqZSlmzULiyBgXjHnujuFwbXbE2pFXVUZZNmtTVTWIsYfqz8g73YJ+NEXeFb+7AAHQuy5Erj4ywNrfAvo436Cq6jC4qjJCrHOTtWysVe21o59bStOnqr7EiDw202xdtLUciZwu59DakVdlTlHWuVKIXdAPAzcDyA2O7yqTdVxxX76vfvCm6z+NMf9YFx7LBmXZGmfD9aLWaU45aaQxLg2SNOr4aKYn3EaFMUVlTJ7FePow19cZ+ahqURRNnM+J4RjK/5Tr3TN+tFzyTH+hfn4LIn8R9Lbp97PcvwYfGpRVk6wsyNKSJPGYGLHmKUPMPIsxRJFHD6XN+SWbDkuxPoo0Uo2tPIZGTkyS06x66PjsLBeSsVI0cb5JCCnCh/m4+yLPgjzjgMj3HxlXg+f36Ke6f05R/hyVqyjLJnlWkGUV1tTnZT1F3WpYGPuJz3a3qQY29Hx1rJAUQRoJYftkGB6eT1udFv6FFw76awLi49h3VM0653AZ6JCgvyl/AvrRBLnBP7Pz82xogd59EfJ9j6L6U5Z/+NP9qLZpNhfpto/R6y7Rag3IEl+fKPfk/O1jn+ltnV8y6fWvXT6SpBLv/FY6sbkXqiOLNn/9S8v5ohL7F5+cuOCql43mL7ukWDllQui9pShz+oMey/1J+oMpqmoC1V+X692v8CyJeTa+VL7vUfSRyxD5o0Ce/zyqHZyr102qKqsjrlM7dx9EYoSrLxsubNwQK2tVpzrR7dzki05TgzHQ7QX3gt3lysHZtHHKrpUYDSFanE8pq3yckTeAhWcTjGcNEAB5zh70r4DMfhRr7iWENqVrUFUNnKsLj0+RlyRW1YyfEYFOI4aJVvStfFxir7f4qJW1EkFvx2Cslta7qP7C2Sytr2tAALj2VXDRBQXGfIAYE7zPKV2Oc2kNyKn9uql3heiqzU0T1FpRa0/0o1vDqWv7tTM3OJ/WrHQNvG+i8auofuJsltbXPSCy9Xbkoj1Kln0WkW8QQo7zNUO8T1A95SKWkcdHUAbqw0tP8onG6qlHV1d0a0Aql+N8RoxNlA8RfP/ZZMezz5AT1eCHMeYOYrT4cdtQnbmfGhDDKaPik8/KtKJqnriDo17vqDNz7+uesRAyVB9D9fPyLuKzyY51AYje99zV5OLjqFb1RPm6ZcgHe6pmCCN6chnxeNfJCX4I1qJPLq6ojE+JS/A+xYWMGBNUv4r3D6wH5XzWAZGXjX/a4w2/+CmE/tiXpPiQHmeIPokhx536Uw7MnCIx1HE7awh2vGKZEGMEvijvptKbmucBOaHl/yWQJF8gxpwQ0tpkBUtEHvcbIRzf5vn4PSNPsE3W1M3ETzZZweKDJYSEEBJUKzR+BoCV4jwgj5M0+UdUU0K0hJgQYr3H5Imbm6yqOblnQY4DdVKUJWpOdiqq9bHjUaX+7JCgmgCF3BDuBpAf0vOAPE4mJ79cb2MICcGnOJ+MtbnOSWI0aDR29Wz+scM/YdNUpK7gijWKMQpRzfi9QogW72uTGHwy9h+PwDO33rHuallrmq0r9z2in2gUhJhSuYyqyikTX5+rawIi0USRhjhJcRC8JNFIohbUS4rBRgcxmlyM5DpuBfVq6jJ7SOouxCrHh4wYM9CaHe+K5wF5nHm/ZSNy7RwYuY8QXkblGoxGbVC0dI1Sk8QFm5XepnFQtBdmglZLSuHUrBQxiSsaFo95+1ihLjPEwaKTOPK6fLiaSiS6zPoqoYoUrlV3k/gMjSnK7etJKdcNIHLt3Gp4dJu68BpfBMoqTo+OhbTSYKIBJRLVk5cBXYlUhRCigIPCgYyEQKQQRYaQVsLSjK9PN9eIRWlKqBoafKYRo1i8/9x5QNaQQpo3ahV+SUxoGSloiqchI6IadNwKZ60lV7BB8BHSYMicYlXo+IARyEXxFrq+3vAvqhgiJsZM1WdOwRpza/pu5vVvLfKOcB6QJ5mtezq8+l8VD/+zl8q9736lu3z35lifXSPj6FcExTBpA6IGCfUSYTtRrDFoAxJjAUUzhbQ+nmAVEI2RylUMC8eXHk7Ytcn+LAAunGfIqeSXP/I67t9/mzx4UIZ/8YU2b3zVhVz7il1csCHQtYu07QrtpE8rKbCxIgY/zsotRg1GBIKgGkEMWWsz0twCja3Q3MHMUsKHb7qbv/zEXeyf86HyycHqxoi8szgPyKnkf/zGP9DttgkRlkfwwOEWk3OXcDDZBtTpSLPZpNnssOfeO9lz1xfA90mkAg0U3lDFjCSf4Ed+7L285wf/DflJIzz2jYf5xvISBxb3MCorjPGSrSMw1qUPMcZUMcbbQwivWl5esseOLbB54wayLENVScSTGkdqhUEBS8vKsIiMiooYA2la0u1EvnbfnTz6yKt47nOfh7V1BXei2+Gii3YxvWGa0XA4rpqsL7Hr7YLKsgp5nu0HeVeWZZ3pDVNsmNpAkliiKkaEPM+Z3DBFVZaMhn3yLKHbaTE12WPT9Aa2bt5Enmfs3LmTrdu2ked57SqcY2ZmhoceepDZ2aMmxvj+sqyG5xmyhvR6naaq/nqapltjVA4dngFVOp0OjWaTXrfL9MaCjdObeN3rr2H3xbtZPLZIluV0exNs2rSJCy7Yybbt29mybRuqytzcLHNzc9x3733cdtutHDk6gzHmr7Ms66+38a87QFQ1Ay4H6HY7bNu6le3bt9Ns5lhraTZbNJst0iwjxkCj0aQ3CcsrfcQYXnbFFWzfsQPnHMcW5jkwHDAcDJmdm+WOO2/n7rvvZPbIUXyMf7O0uFxcdtlL2LPn/vMm66lk48bpyjl3MMb4Fu9Daq2l1WrSbDbJ85xms0G328MYw1e+/GVuu/U2bv/KHdx11910Oh2uecMb2Lx5M61Wi263R7fbZXJqiizLmZk5wt69j7Bw7BgxhMs3bpz+yMMPPzI4z5A15NChGe31OkdijKVzrrW8tMzR2VkSa4kxIgJZllMmKaPRiFaryfZsK63ntNlxwQUcmZmh2+2S2ITRaMjy8hL9wYAjR2bo91fo9bp0u10WFxefT30y9XmTtZZ0u+1ejPGDxpipLEvJG2NW9LpMTk3S63aZmJigNzHBG974RpaWlgEhy3KyPKcsS0SEDdMbUJ1i2/bafO3fv599+/YTA3jvsNa+N8/zx84DcgZuRERWjDGkaUq71aLZaOJ9YHlpGe89qhBiZH7+GF//+tc5cOAAc/MLCPDvf/InefmVV7J47BiDwZCiHFGVFUdnj7K4eIyl5SWGwxHe+3JiYoLzgJxGVlYGK71e5ydijJ8qy3LTqCiIMZJnGa1Wk3arTbvTYdDvc9stn+abD3+Llf4A7z2TU1PMzMwwHAzYsnUrUxs2UBQFg8EQ5z2TE5P0ej3SJKGqqg8eOXLkFuDb5wFZQyYne0kI4QdUteucY3FxiZkjR0jTlBAjqpA3coyx7NixA1VIs4xNmzbznOc9j5ddfjlJkiBiEIEkScjzDGMsMmadTRKMMfuB0XmGnEZijB3gF0WkkSQpvV6X7du3s2vXTiZ6PZrNFhMTE3S7E2zZspXZ2TmKosQ5x/MuuYSrXnMVNrHMz83S7/cZjoYsLy3x4EMPcffdd7Lv0X0URYGI/MdDh2ZmXvKSF3H//Q+sm/Gvu7C33W4EVZ0Avj9JLGmaYY3gKsdKv89wOMSHwHA45P6vfpUvf+lLfOELX+T2229namqK11x1NdYavHNEXd23bpibnWXPV/fw7W/vZTgcISJz09MbbnnkkW+H9TT+dQfIaFTGRqPxoLXmn+d5vnnH9u1ceukLuGj3hUxv2MD09DSbNm6iqiruveduZg7P4Jyn3W7TbrfZvn07O3ddSKfTpdVq0Wg0sMayuLTEgQP7x4wq8N5fmef5n66s9I+dN1mnkaWllUMXXbTzv16wY8f/ec5zdnd6vR5yvMlKEDFsnJ7mqquvZjQqsElGVTkGwwFf/NKXaLXaLK+scOTIYWZn55ibm+fw4cMcOHCYXm8Sa+2dBw8e+j3VeGC9jV3W2wVt3jzN0aP1+cTPf/7zLh4Ni3u3bd/Wm5qcqEvvjQZplmHEUHnPcDhkaWmZ4XCIc47VzL6qHM45YlRiDMQYqaoKa+1Nr3jFy9/xoQ/9aQFw+eWXce+9e84DcjpJ0xTnHBOTkxc18vz2Tqezpd3p0Gm3McYwHA4pimI86XH8q+B1FJVlGY1GgyzLKIqC4XBIv99nMBj88dzrX5r1AAABkklEQVTc3I8BvO51r+Mzn/nMuhu3Xa+AxBiZmJhgaWlpcXJy8lZr7RvTNJ3KsowsyzDGHDdjIvWqYZIkpGlKo9Gg2WzWP+BZVZRl6Zxzv3b48OGfe/GLX0xVVTz00EPrctzrFhCAsizHyeLK4YmJic9ba9/ufeisuhPvPSGE4wxRVUQEESGEwPLy8upr3ru8vPw7w/Gi1MLCwrods7DOZdeuXTz2WF1yevc7b9h12WUv2ZOm2WSa5SRJgrUpWZbSaDRptdvHI6tms0mv12N+fv5dV1999Y0AF198MXv37l3X4133gKzK7/zWr/GffuGX+Ms/++NdNkm+0m53tnY6XTrdLp1Ol26vR6/XI8tyjDFk9ekb7xSRv11cXGRycvKcGOc5AwjABz/wB/z4T76XD/yvP3j57PzC+44dW9xeFEXbeZ9qjJIkiW+328OdO3euvPKVr/y9V7/61X+1asbOFTmnADlZ3vrWH+xu2bJ5S5IkbRFJAYkxeu/98PDhw/M33XTTHOfl7MtP//RPn5XXrhf5fxY2/WB+UsnTAAAAAElFTkSuQmCC)
Run only tests/Functional/Controller/HomeControllerTest.php
Code Coverage
- Code coverage report is a tool
- Functional tests tell you if the complete application works
- Unit tests allow you to efficiently test edge cases
- Unit tests allow you to localize bugs
✔ Looking at code coverage helps you identify untested parts of your code.
[p1] Static code analysis
vendor/bin/phpstan analyse --level 1 src/
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es8XqFDVPWPXLQtPJU455vme7OHbZYCwxVkcqZNYGuybUabKx44rLDL3n8kuL7EKs6MIh61/oH5Np3Vhi5A6iB8DElhISoguqZl9AFWo3CDQZZtlZLaYgiF2yRYudGN9q2OSljWLtM74MIRGQtoAmKDj1htsQfGlEdKKgOe8qjEbckhDIB/Rqix/SzG9Y3ICL/W0EeQGSOEFO8y3AuIXhLiOaMV2cV2q2qWhmk6VqsMgK9lobJVvTthgZdG2SdXWg0J3pFsfY+ax+JK4E4U+L2Dim/NWT0SMXogFItCrFK0Pg5ohby2oV1zhCATuubwMPEmOF8SuUzXEjHm2bOnCUq0m2X1Uo/WZMliUExgl0LboHB0KbtpnN1pWDNckOdsIZFhztYUex1jPYGRoeFatkQXUD1M3KDr9a/yQLkB44exZo7iBGcz3FVjqsyfEiI3wFLgGYeQlGKPf17dDXzeYqRqs4t2HxioirP7PujEkvF95VqXhjNWspjFj9KUP0msOdszN3TDoh+ZVwAbbX/GtWSEDJK16SsGlQuJQTznbDEGLSRB98fSvLUZhJF11jkFZidtfnWTa4gfgdLwTEavLNURUo1zKjKrN59xZ1yvXv4nABEXlnnhfL62btIk/sIIaeqGhRVs2aKT4nBfCe9C9ag3p9+t4isQZ7g1SRWz7z6FFXwweKqbKxMDUJIUR2h+ucAeqPhnDBZuu+KVV/yC+Noq0FVNhlVTZxL8dGOM90zklZbfX+oNsRTzbme/OiUKC/3SZoNDdaeobFUIAZD8JbS5ZRlE+caxNgA7pDr3ecA5J3x3ABELrwHfT/Ia+fuI0v/GO8nqFyDsmhRVg28S+uI6wxNlyIbJ3FH5+KpnbucKOSewhNQltE0Ghq+A1NVs6NyGUVZm1vnc1QTYvyZmh2Wc8JkHZe3vXjV3vwK1szgXIuyalIULcoqw3tb5yZnprGNNn55JViM6BmbqjoNlVERTZ7LmamzqhCjxbmUomxSlC2caxLjBKq/Jzf4vTU7wrkFiFzyNfToq2F60yzW/jYxNnCuHmBRNnE+IwR7xiwJyHN3p6O9e6sWRnS1mC4ntV3VSzD1/1efP3TYZZs32uqMTVWIBucTSteoladsjgE5iOr7VP8dZ1PO6g4q2fzl2mp8eurD+PDDeP8CyqpJWpakaYW1HmsiaiIip+WKzYjfOths3f/YRK+RS5zquardcCFJnGKUwol55FCztbicpgsraVqWapvJotu5O8xSnYHyqQohWFyVUhSNk9iRgP4aUZe48UPnLiDHgXnDsYP6qe4HKMrfx7l6oGlakSYOawJZqqcFRMAVYm796oXbL9nRX9q2yY8OzWbNpWEzPXxMGjum/WjfbNK+ZFtcaaQhpglxZiFt7D964fRrrnhssdP0Ye3sXGtH7n1CUdXXWFVNvM9B70L5sLwznPUu8LMOiN5+AfKqA8ibVv5E/6H1I3h/JVXlKIqqBsV6rI31DtzT+lp5zvZi5V+/6eiBNNEYVWRYiNl/NG8uD5LkFZdWC7s2uSJPVY1RHRTG/s0tW3eUlZhOk7WNvkaDCwlVldXBR9mi8g1UHcrvyg3+2DOhvGd/F+6rDqCPXoFcdA9smX4Ph44+iHNNqtJRpBWZrbBJwEjE2riWfc+bIezePho4L5JlilXVbkvDC3eP+vVqpMjJvQwxIFumqmJ6qqpYq+gYVfDHHXmDUdmidE2Cb6J6s1zvPs4zJOYZMVkX3YN+dhNy5f7HyPNfQrVbO82yRVE1qca5SYxrX08UueSCQX92McuenDeIPHEP+uH5LLtk1/D0x/qshrlllTMq25RVC++awDECPw6gHzHfPYAAyGtnx8li84NY8xm879bJYtGiLBt4nxCjnC4K2r6pKqIqZSlmzULiyBgXjHnujuFwbXbE2pFXVUZZNmtTVTWIsYfqz8g73YJ+NEXeFb+7AAHQuy5Erj4ywNrfAvo436Cq6jC4qjJCrHOTtWysVe21o59bStOnqr7EiDw202xdtLUciZwu59DakVdlTlHWuVKIXdAPAzcDyA2O7yqTdVxxX76vfvCm6z+NMf9YFx7LBmXZGmfD9aLWaU45aaQxLg2SNOr4aKYn3EaFMUVlTJ7FePow19cZ+ahqURRNnM+J4RjK/5Tr3TN+tFzyTH+hfn4LIn8R9Lbp97PcvwYfGpRVk6wsyNKSJPGYGLHmKUPMPIsxRJFHD6XN+SWbDkuxPoo0Uo2tPIZGTkyS06x66PjsLBeSsVI0cb5JCCnCh/m4+yLPgjzjgMj3HxlXg+f36Ke6f05R/hyVqyjLJnlWkGUV1tTnZT1F3WpYGPuJz3a3qQY29Hx1rJAUQRoJYftkGB6eT1udFv6FFw76awLi49h3VM0653AZ6JCgvyl/AvrRBLnBP7Pz82xogd59EfJ9j6L6U5Z/+NP9qLZpNhfpto/R6y7Rag3IEl+fKPfk/O1jn+ltnV8y6fWvXT6SpBLv/FY6sbkXqiOLNn/9S8v5ohL7F5+cuOCql43mL7ukWDllQui9pShz+oMey/1J+oMpqmoC1V+X692v8CyJeTa+VL7vUfSRyxD5o0Ce/zyqHZyr102qKqsjrlM7dx9EYoSrLxsubNwQK2tVpzrR7dzki05TgzHQ7QX3gt3lysHZtHHKrpUYDSFanE8pq3yckTeAhWcTjGcNEAB5zh70r4DMfhRr7iWENqVrUFUNnKsLj0+RlyRW1YyfEYFOI4aJVvStfFxir7f4qJW1EkFvx2Cslta7qP7C2Sytr2tAALj2VXDRBQXGfIAYE7zPKV2Oc2kNyKn9uql3heiqzU0T1FpRa0/0o1vDqWv7tTM3OJ/WrHQNvG+i8auofuJsltbXPSCy9Xbkoj1Kln0WkW8QQo7zNUO8T1A95SKWkcdHUAbqw0tP8onG6qlHV1d0a0Aql+N8RoxNlA8RfP/ZZMezz5AT1eCHMeYOYrT4cdtQnbmfGhDDKaPik8/KtKJqnriDo17vqDNz7+uesRAyVB9D9fPyLuKzyY51AYje99zV5OLjqFb1RPm6ZcgHe6pmCCN6chnxeNfJCX4I1qJPLq6ojE+JS/A+xYWMGBNUv4r3D6wH5XzWAZGXjX/a4w2/+CmE/tiXpPiQHmeIPokhx536Uw7MnCIx1HE7awh2vGKZEGMEvijvptKbmucBOaHl/yWQJF8gxpwQ0tpkBUtEHvcbIRzf5vn4PSNPsE3W1M3ETzZZweKDJYSEEBJUKzR+BoCV4jwgj5M0+UdUU0K0hJgQYr3H5Imbm6yqOblnQY4DdVKUJWpOdiqq9bHjUaX+7JCgmgCF3BDuBpAf0vOAPE4mJ79cb2MICcGnOJ+MtbnOSWI0aDR29Wz+scM/YdNUpK7gijWKMQpRzfi9QogW72uTGHwy9h+PwDO33rHuallrmq0r9z2in2gUhJhSuYyqyikTX5+rawIi0USRhjhJcRC8JNFIohbUS4rBRgcxmlyM5DpuBfVq6jJ7SOouxCrHh4wYM9CaHe+K5wF5nHm/ZSNy7RwYuY8QXkblGoxGbVC0dI1Sk8QFm5XepnFQtBdmglZLSuHUrBQxiSsaFo95+1ihLjPEwaKTOPK6fLiaSiS6zPoqoYoUrlV3k/gMjSnK7etJKdcNIHLt3Gp4dJu68BpfBMoqTo+OhbTSYKIBJRLVk5cBXYlUhRCigIPCgYyEQKQQRYaQVsLSjK9PN9eIRWlKqBoafKYRo1i8/9x5QNaQQpo3ahV+SUxoGSloiqchI6IadNwKZ60lV7BB8BHSYMicYlXo+IARyEXxFrq+3vAvqhgiJsZM1WdOwRpza/pu5vVvLfKOcB6QJ5mtezq8+l8VD/+zl8q9736lu3z35lifXSPj6FcExTBpA6IGCfUSYTtRrDFoAxJjAUUzhbQ+nmAVEI2RylUMC8eXHk7Ytcn+LAAunGfIqeSXP/I67t9/mzx4UIZ/8YU2b3zVhVz7il1csCHQtYu07QrtpE8rKbCxIgY/zsotRg1GBIKgGkEMWWsz0twCja3Q3MHMUsKHb7qbv/zEXeyf86HyycHqxoi8szgPyKnkf/zGP9DttgkRlkfwwOEWk3OXcDDZBtTpSLPZpNnssOfeO9lz1xfA90mkAg0U3lDFjCSf4Ed+7L285wf/DflJIzz2jYf5xvISBxb3MCorjPGSrSMw1qUPMcZUMcbbQwivWl5esseOLbB54wayLENVScSTGkdqhUEBS8vKsIiMiooYA2la0u1EvnbfnTz6yKt47nOfh7V1BXei2+Gii3YxvWGa0XA4rpqsL7Hr7YLKsgp5nu0HeVeWZZ3pDVNsmNpAkliiKkaEPM+Z3DBFVZaMhn3yLKHbaTE12WPT9Aa2bt5Enmfs3LmTrdu2ked57SqcY2ZmhoceepDZ2aMmxvj+sqyG5xmyhvR6naaq/nqapltjVA4dngFVOp0OjWaTXrfL9MaCjdObeN3rr2H3xbtZPLZIluV0exNs2rSJCy7Yybbt29mybRuqytzcLHNzc9x3733cdtutHDk6gzHmr7Ms66+38a87QFQ1Ay4H6HY7bNu6le3bt9Ns5lhraTZbNJst0iwjxkCj0aQ3CcsrfcQYXnbFFWzfsQPnHMcW5jkwHDAcDJmdm+WOO2/n7rvvZPbIUXyMf7O0uFxcdtlL2LPn/vMm66lk48bpyjl3MMb4Fu9Daq2l1WrSbDbJ85xms0G328MYw1e+/GVuu/U2bv/KHdx11910Oh2uecMb2Lx5M61Wi263R7fbZXJqiizLmZk5wt69j7Bw7BgxhMs3bpz+yMMPPzI4z5A15NChGe31OkdijKVzrrW8tMzR2VkSa4kxIgJZllMmKaPRiFaryfZsK63ntNlxwQUcmZmh2+2S2ITRaMjy8hL9wYAjR2bo91fo9bp0u10WFxefT30y9XmTtZZ0u+1ejPGDxpipLEvJG2NW9LpMTk3S63aZmJigNzHBG974RpaWlgEhy3KyPKcsS0SEDdMbUJ1i2/bafO3fv599+/YTA3jvsNa+N8/zx84DcgZuRERWjDGkaUq71aLZaOJ9YHlpGe89qhBiZH7+GF//+tc5cOAAc/MLCPDvf/InefmVV7J47BiDwZCiHFGVFUdnj7K4eIyl5SWGwxHe+3JiYoLzgJxGVlYGK71e5ydijJ8qy3LTqCiIMZJnGa1Wk3arTbvTYdDvc9stn+abD3+Llf4A7z2TU1PMzMwwHAzYsnUrUxs2UBQFg8EQ5z2TE5P0ej3SJKGqqg8eOXLkFuDb5wFZQyYne0kI4QdUteucY3FxiZkjR0jTlBAjqpA3coyx7NixA1VIs4xNmzbznOc9j5ddfjlJkiBiEIEkScjzDGMsMmadTRKMMfuB0XmGnEZijB3gF0WkkSQpvV6X7du3s2vXTiZ6PZrNFhMTE3S7E2zZspXZ2TmKosQ5x/MuuYSrXnMVNrHMz83S7/cZjoYsLy3x4EMPcffdd7Lv0X0URYGI/MdDh2ZmXvKSF3H//Q+sm/Gvu7C33W4EVZ0Avj9JLGmaYY3gKsdKv89wOMSHwHA45P6vfpUvf+lLfOELX+T2229namqK11x1NdYavHNEXd23bpibnWXPV/fw7W/vZTgcISJz09MbbnnkkW+H9TT+dQfIaFTGRqPxoLXmn+d5vnnH9u1ceukLuGj3hUxv2MD09DSbNm6iqiruveduZg7P4Jyn3W7TbrfZvn07O3ddSKfTpdVq0Wg0sMayuLTEgQP7x4wq8N5fmef5n66s9I+dN1mnkaWllUMXXbTzv16wY8f/ec5zdnd6vR5yvMlKEDFsnJ7mqquvZjQqsElGVTkGwwFf/NKXaLXaLK+scOTIYWZn55ibm+fw4cMcOHCYXm8Sa+2dBw8e+j3VeGC9jV3W2wVt3jzN0aP1+cTPf/7zLh4Ni3u3bd/Wm5qcqEvvjQZplmHEUHnPcDhkaWmZ4XCIc47VzL6qHM45YlRiDMQYqaoKa+1Nr3jFy9/xoQ/9aQFw+eWXce+9e84DcjpJ0xTnHBOTkxc18vz2Tqezpd3p0Gm3McYwHA4pimI86XH8q+B1FJVlGY1GgyzLKIqC4XBIv99nMBj88dzrX5r1AAABkklEQVTc3I8BvO51r+Mzn/nMuhu3Xa+AxBiZmJhgaWlpcXJy8lZr7RvTNJ3KsowsyzDGHDdjIvWqYZIkpGlKo9Gg2WzWP+BZVZRl6Zxzv3b48OGfe/GLX0xVVTz00EPrctzrFhCAsizHyeLK4YmJic9ba9/ufeisuhPvPSGE4wxRVUQEESGEwPLy8upr3ru8vPw7w/Gi1MLCwrods7DOZdeuXTz2WF1yevc7b9h12WUv2ZOm2WSa5SRJgrUpWZbSaDRptdvHI6tms0mv12N+fv5dV1999Y0AF198MXv37l3X4133gKzK7/zWr/GffuGX+Ms/++NdNkm+0m53tnY6XTrdLp1Ol26vR6/XI8tyjDFk9ekb7xSRv11cXGRycvKcGOc5AwjABz/wB/z4T76XD/yvP3j57PzC+44dW9xeFEXbeZ9qjJIkiW+328OdO3euvPKVr/y9V7/61X+1asbOFTmnADlZ3vrWH+xu2bJ5S5IkbRFJAYkxeu/98PDhw/M33XTTHOfl7MtP//RPn5XXrhf5fxY2/WB+UsnTAAAAAElFTkSuQmCC)
Fix the reported bug, then try raising the level to find more issues.
[p1] Static code analysis
---- --------------------------------------------
Line src/Importer/Mapper/CustomerMapper.php
---- --------------------------------------------
49 Class App\Importer\Mapper\Customr not found.
---- --------------------------------------------
✔
Static code analyzers push you to write clean code. Sometimes they also find straight-up bugs.
Clean Code
- Testable code
- Single responsibility
- Cyclomatic complexity
Clean Code
if (!$condition) {
// do stuff
} else {
return $default;
}
return $result;
if ($condition) {
return $default;
}
// do stuff
return $result;
Clean Code
foreach ($list as $valueSet) {
foreach ($valueSet as $key => $value) {
if (0 === strpos($value, $searched)) {
$result = $key;
break(2);
}
}
}
Clean Code
function findValue($list, $searched) {
foreach ($list as $valueSet) {
foreach ($valueSet as $key => $value) {
if (0 === strpos($value, $searched)) {
return $key;
}
}
}
}
$result = findValue($list, $searched);
Note: Method calls add overhead, do not exagerate.
[p2] Mess detection
vendor/bin/phpmd src/ text codesize
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)
This is no pretty sight
[p2] Mess detection
- I unwrapped the whole code for you
- Lets not refactor this now
- Avoid such code, refactor it when you encounter it
✔
A mess detector can help you to avoid hard to understand and hard to test code
Mess detection
- Static access to fields or methods
- Else statements
- Code complexity
- Excessive size of class or method
- Too many public methods, too many fields
- Unreachable code
- Development code fragments (var_dump, print_r)
![](data:image/png;base64,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)
Source: https://twitter.com/_cingraham/status/946462990504681472
Yoda style expressions
if ('404' = errorCode) {
Syntax error instead of accidental value assignment
[p3] Validate - fail early
bin/phpunit => all green
bin/console app:import
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)
Add sanity checks in the CSV loader
[p3] Validate - fail early
The file configuration got swapped, the code tries to load the wrong file.
- Everybody makes stupid errors - including you
- Also notice: Without the typehints in the methods, the problem would have shown up even later.
✔
The earlier you fail, the closer to the source of the problem you are. That simplifies debugging tremendously.
Demo: Symfony OptionsResolver
public function __construct(array $options = [])
{
$resolver = new OptionsResolver();
$resolver->setRequired([
'template',
]);
$resolver->setDefault('choice', 'a');
$resolver->setAllowedValues(
'choice',
['a', 'b', 'c']
);
$this->options = $resolver->resolve($options);
}
[p4] Make it difficult to make mistakes
bin/phpunit
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)
What is wrong?
[p4] isset vs array_key_exists
if (isset($this->customer[$data['Id']])) {
$customer = $this->customers[$data['Id']];
$customer->name = $data['Name'];
return $customer;
}
if (array_key_exists($data['Id'], $this->customers))
✔
isset hides errors, array_key_exists does not use any magic
Make your code understandable
- Provide high level documentation: What does the application do, what are the main components?
- Where appropriate, use code comments to explain the why
- Put effort into good and consistent naming
- Coding standard: Consistent layout.
php-cs-fixer (styleci as a service) or similar.
- Delete unused code.
Make your code understandable (II)
- KISS: Keep it simple. Chose the easiest solution that does the job
- YAGNI: You ain't gonna need it (Program for your use case, not your re-use case)
- Use libraries for solved problems (e.g. Httplug or guzzle over raw curl calls)
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)
https://twitter.com/legacy_coder/status/880138870460997632
Naming things
function createNewUser($username, $dontEscape=false)
function createUser($username, $escape=true)
- Double negation are hard to understand
- "Create" and "New" are redundant
Bug Detection
Monitor
- Exceptions being thrown in your program
- HTTP status codes
- System load (CPU, RAM)
- Throughput (performance decrease because of more requests or code changes?)
Monitoring Tools
- Newrelic: Enterprise - Multi programming languages, multi user, multi organization
Focus: Monitoring and alerting for web servers
- tideways.io: PHP specific - Detect slow requests, produce analysis of requests with time measurements
Focus: Monitoring and alerting for PHP applications
- blackfire.io: PHP specific - Excellent analysis of requests, also on CPU / memory. Compare specific trace over time.
Focus: Analysing specific code paths in PHP applications
Alerting
- Have monitoring notify you when things go bad
- Reduce amount of warnings - either fix them or hide them
Logging
- Analysis what happened after the fact
- Don't forget to configure logrotate
- Log levels: Critical, Error, Warning, Info, Debug
Log Levels
main:
type: fingers_crossed
action_level: error
handler: nested
excluded_404s:
# regex: exclude 404 errors from the logs
- ^/
nested:
type: stream
path: "/var/log/symfony.log"
level: debug
[d1] Demo: Log Channels
Separate some logs into a channel
bin/console app:import --reset -v
bin/console app:import --reset -vv
bin/console app:import --reset -vvv
App\Importer\Mapper\LikeMapper:
arguments:
- '@logger'
tags:
-
name: monolog.logger
channel: like_mapper
debug_like_mapper:
type: console
channels: ["like_mapper"]
level: debug
# console logger checks log level against
# console output verbosity
verbosity_levels:
VERBOSITY_QUIET: ERROR
VERBOSITY_NORMAL: ERROR
VERBOSITY_VERBOSE: DEBUG
VERBOSITY_VERY_VERBOSE: DEBUG
VERBOSITY_DEBUG: DEBUG
Wrap-Up
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)
https://github.com/symfony/symfony/pull/18547
Types of Bugs
- User Interface: Functionality, Communication
- Error Handling: Prevention, Detection, Recovery
- Boundary Errors: Data Structures
- Calculation Errors: Wrong Algorithm, Rounding
- State: Initialization, Re-Running
- Control Flow: Loops, Wrong Conditions
- Data: Misunderstood Values, Out of sync
Types of Bugs (II)
- Race Conditions: Assuming Something Finished, Assume Guaranteed Order
- Testing Problems: Not Covered Functionality & Missing Checks, False Negative (Dependency on other Systems)
Cem Kaner's appendix of "Common Software Errors" (Kaner et al)
Distributed System
- Central logging system
- Transaction ID over all systems
- End to end integration tests
- Defensive at boundaries
Questions / Input / Feedback ?
https://joind.in/talk/1e8f7
Twitter: @dbu