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Possible memory leak #44214

Closed PHLAK closed 2 years ago

PHLAK commented 2 years ago

Description:

We've been having memory related issues in CI recently where the memory consumption continuously grows. This is a particular problem when enabling coverage checks (i.e. artisan test --coverage) as this eventually exhausts the memory in the CI environment. A few weeks ago we thought we had this traced back to this issue in PHP core which was fixed as of v8.1.10, however, after updating to 8.1.10 we're still having memory issues in CI.

I recently found this article which recommends creating a test to repeatedly create, boot and flush the (Laravel) application multiple times to see the memory consumption over time. I did this on a fresh Laravel application and, as you can see below, the memory usage constantly rises over time.

I tried to reproduce this on a personal project that doesn't use Laravel to determine if it was an issue with phpunit or PHP core but was unable to reproduce the leak so I'm leaning towards Laravel at the moment (however, I'm not convinced of this yet).

I haven't dug any deeper at this point as I wanted to bring this to your attention but am happy to keep investigating if necessary.

Steps To Reproduce:

Create a new Laravel application.

$ laravel new test-app

Add the following test case to the newly created application.

public function test_leaks_memory_on_1000_iterations()
{
    $this->app->flush();
    $this->app = null;

    for ($i = 1; $i < 1000; ++$i) {
        $this->createApplication()->flush();

        dump('Using ' . ((int) (memory_get_usage(true) / (1024 * 1024))) . 'MB in ' . $i . ' iterations.');
    }

    $this->app = $this->createApplication();
}

Run the test and observe the ever increasing memory consumption.

$ phpunit tests/Feature/ExampleTest.php
PHPUnit 9.5.24 #StandWithUkraine

^ "Using 20MB in 1 iterations."
^ "Using 20MB in 2 iterations."
^ "Using 20MB in 3 iterations."
[TRUNCATED FOR BREVITY]
^ "Using 26MB in 100 iterations."
[TRUNCATED FOR BREVITY]
^ "Using 28MB in 200 iterations."
[TRUNCATED FOR BREVITY]
^ "Using 38MB in 500 iterations."
[TRUNCATED FOR BREVITY]
^ "Using 48MB in 800 iterations."
[TRUNCATED FOR BREVITY]
^ "Using 54MB in 997 iterations."
^ "Using 54MB in 998 iterations."
^ "Using 54MB in 999 iterations."

The more iterations, the more memory used.

rodrigopedra commented 2 years ago

Adding this line:

\Illuminate\Console\Application::forgetBootstrappers();

Right after $this->createApplication()->flush(); reduced the memory increase dramatically (from 54MB to 28MB)

And commenting the last 2 bootstrapers in:

https://github.com/laravel/framework/blob/f40fe7d303544a66f7bcbee8e25c96c743d64d1a/src/Illuminate/Foundation/Console/Kernel.php#L82-L90

Further reduced from 28MB to 18MB. (in my machine it starts with 12MB)

This last one is less objective (could be any loaded service provider), and impacts the application. But at least it gives a hint on where to look further.

PHLAK commented 2 years ago

I've found a slightly better way to illustrate that there is no code outside of Laravel causing the memory usage to increase.

Add the following test class as tests/Feature/ExampleTest.php to a brand new Laravel installation.

class ExampleTest extends TestCase
{
    protected function tearDown(): void
    {
        parent::tearDown();

        dump(sprintf('%d MB', (int) (memory_get_usage(true) / (1024 * 1024))));
    }

    public function test_true()
    {
        $this->assertTrue(true);
    }
}

Run the test repeatedly using the --repeat flag and watch the memory usage grow.

$ phpunit --repeat 1000 tests/Feature/ExampleTest.php
^ "20 MB"
.^ "20 MB"
.^ "20 MB"
[TRUNCATED]
.^ "22 MB"
[TRUNCATED]
.^ "24 MB"
[TRUNCATED]
.^ "30 MB"
DarkGhostHunter commented 2 years ago

Lol that's my article.

I assume these test are done in vanilla Laravel. Did anyone tried the Opcache trick?

BTW, seems that RegisterProviders deals also with compiling providers, retrieving a manifest, and requiring them manually. I could bet is the getRequire() line in Illuminate\Foundation\ProviderRepository::loadManifest().

driesvints commented 2 years ago

Seems this is indeed still a culprit even after a fix in PHP core was merged here: https://github.com/php/php-src/pull/9265. Also see https://github.com/laravel/framework/issues/30736

@olsavmic do you might have knowledge of any other memory leaks in PHP core?

BTW, seems that RegisterProviders deals also with compiling providers, retrieving a manifest, and requiring them manually. I could bet is the getRequire() line in Illuminate\Foundation\ProviderRepository::loadManifest().

@DarkGhostHunter I disabled that call and the memory leak still happens.

Also, I think for this to be investigated we shouldn't focus on Opcache? Not sure what that has to do with anything.

PHLAK commented 2 years ago

I'd like to continue digging into this but not sure how to proceed (aside from a lot of code commenting). Is there an easy way to profile the code while running tests?

DarkGhostHunter commented 2 years ago

@driesvints I know but is just a workaround while we pinpoint the culprit.

driesvints commented 2 years ago

@PHLAK not that I know. Just use time <cmd> maybe?

KristianI commented 2 years ago

I'd like to continue digging into this but not sure how to proceed (aside from a lot of code commenting). Is there an easy way to profile the code while running tests?

Maybe xdebug profiler could be helpful in this connection.

PHLAK commented 2 years ago

I've profiled my application code while running tests. This generated several cachegrind.out.*.gz files that I am able to extract and open in qcachegrind. I read this Stack Overflow post to familiarize myself with the tool but there's still so much data to comb through so any recommendations as to what I should be looking for would be helpful.

driesvints commented 2 years ago

Just pinging you @brendt as well (since you originally opened the other issue) to see if you had any thoughts here?

nunomaduro commented 2 years ago

Going to take a look at this next Monday. ✅

taylorotwell commented 2 years ago

Has anyone tried to recreate the issue on initial release of Laravel 8.0? or Laravel 7.0? So we can see possibly when the memory leak was introduced if it is indeed something new. Or, if it something that has been around for some time.

PHLAK commented 2 years ago

I ran the example test against Laravel v8.83.24 with similar results.

I'm getting errors when trying to install Laravel 7 (i.e. composer create-project laravel/laravel=7.* laratest) so couldn't evaluate it there. Can dig into it more later.

ljubadr commented 2 years ago

There is a discussion about this as well - [8.x] Memory leak on testing #39255. Might have some useful info

olsavmic commented 2 years ago

I found and issue with registration of error handlers in Illuminate\Foundation\Bootstrap\HandleException.

I tried to fix it in https://github.com/laravel/framework/pull/44293 but it's not trivial (as already stated in the original MR https://github.com/laravel/framework/pull/40656#issuecomment-1022954055).

It just the one class that's leaking and the memory increases very slowly so I guess it's not the problem the author of this issue is dealing with :/

@PHLAK just for reference, the original test from the article you used is not performing the cleanup completely which is the reason it leaks so fast. Look at \Illuminate\Foundation\Testing\TestCase::tearDown, line 220 - 222. The second test case with repeated PHPUnit test case runs works correctly but it leaks significantly slower (and stops leaking after the fix is applied).

nunomaduro commented 2 years ago

Friends, can you please try out your test suite on the latest 9.x-dev branch, and tell me the before / after result?

DarkGhostHunter commented 2 years ago

I’ll do it after I get out of work today. Italo Baeza C.El 26-09-2022, a la(s) 15:04, Nuno Maduro @.***> escribió: Friends, can you please try out your test suite on the latest 9.x-dev branch, and tell me the before / after result?

—Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you were mentioned.Message ID: @.***>

PHLAK commented 2 years ago

I ran my app's test suite locally with and without the applied fixes and oddly the memory consumed was identical between the runs but the time went down dramatically. I should probably repeat these tests to see if the results are similar across multiple runs but here's the initial results.

EDIT: I re-ran the tests multiple times and the time was more consistent between runs. The difference in reported time was probably a fluke. As for the memory usage being identical across runs I think this has to do with parallel testing.

Before Fix

Time: 03:33.834, Memory: 112.50 MB

EDIT: Additional runs

Time: 01:55.963, Memory: 112.50 MB
Time: 01:59.639, Memory: 112.50 MB
Time: 02:26.264, Memory: 112.50 MB

After Fix

Time: 02:01.386, Memory: 112.50 MB

I then pushed a branch with the fixes to CI and it failed the same as before.

All of these tests were run with the artisan test --parallel command.

JayBizzle commented 2 years ago

Also seeing no improvement (non-parallel test run)...

Before

Time: 03:32.268, Memory: 251.00 MB
Tests: 1271, Assertions: 4089, Skipped: 3.

After

Time: 03:37.094, Memory: 251.00 MB
Tests: 1271, Assertions: 4089, Skipped: 3.
PHLAK commented 2 years ago

I did a few more (partial) test runs with before and after fix code, this time not using the --parallel flag. I also dumped the memory usage in the tearDown() method to see it's change over time.

In both cases the memory usage continued to grow indefinitely. However, with the fixes applied the memory growth appeared (subjectively) to grow much slower and was (objectively) much lower in the end (625 MB before fixes vs 252 MB after fixes). I also noticed a few points where the memory reported went down (albeit only one or two MB) between reportings with the fixed code.

Here are the results.

Before Fix

$ artisan test tests/Feature/Http/Controllers/

^ "109 MB"
^ "109 MB"
^ "111 MB"
^ "111 MB"
^ "113 MB"
^ "115 MB"
^ "115 MB"
^ "117 MB"
^ "120 MB"
^ "122 MB"
...
^ "227 MB"
^ "227 MB"
^ "229 MB"
^ "229 MB"
^ "229 MB"
...
^ "623 MB"
^ "625 MB"
^ "625 MB"
^ "625 MB"

...

  Tests:  30 skipped, 1160 passed
  Time:   250.23s

After Fix

$ artisan test tests/Feature/Http/Controllers/

^ "109 MB"
^ "109 MB"
^ "111 MB"
^ "111 MB"
^ "113 MB"
^ "115 MB"
^ "115 MB"
^ "117 MB"
^ "117 MB"
^ "117 MB"
...
"155 MB"
"155 MB"
"157 MB"
"157 MB"
"157 MB"
"157 MB"
"155 MB" // Notice the decrease
"155 MB"
"157 MB"
"157 MB"
"155 MB" // Another decrease
"157 MB"
"157 MB"
"157 MB"
...
"250 MB"
"250 MB"
"252 MB"
"252 MB"
"252 MB"
"252 MB"
"252 MB"
"252 MB"

...

  Tests:  30 skipped, 1160 passed
  Time:   253.40s
PHLAK commented 2 years ago

One more thing to note, I just installed a fresh Laravel app from the 9.x-dev branch and repeated my test from above and still see the memory increasing (though slightly less than before).

$ laravel new --dev laratest

$ cd laratest

// Edited tests/Feature/ExampleTest.php

$ phpunit --repeat 1000 tests/Feature/ExampleTest.php
PHPUnit 9.5.25 #StandWithUkraine

"20 MB"
."20 MB"
."20 MB"
...
.  244 / 1000 ( 24%)
"26 MB"
."26 MB"
."26 MB"
...
.  549 / 1000 ( 54%)
"28 MB"
."28 MB"
."28 MB"
...
.  732 / 1000 ( 73%)
"28 MB"
."28 MB"
."28 MB"
...
."28 MB"
."28 MB"
."28 MB"
.                                      1000 / 1000 (100%)

Time: 00:12.838, Memory: 28.00 MB

OK (1000 tests, 1000 assertions)
rodrigopedra commented 2 years ago

I wrote this shell script (tested in Linux) that:

#!/bin/sh
########### options and variables
while getopts 'u' options; do
    case $options in
        u) namespace="Tests\Unit";;
    esac
done

shift $((OPTIND-1))

project=$1
namespace=${namespace:-"Tests\Feature"}
parent=$([ $namespace == "Tests\Feature" ] && echo "Tests\TestCase" || echo "PHPUnit\Framework\TestCase")

########### script commands
rm -rf $project
composer create-project laravel/laravel $project
cd $project || exit
composer require laravel/framework:9.x-dev

# verify git hash
composer show laravel/framework | grep "source   :"

# verify nuno's last commit
sed -n -e '220,221p' ./vendor/laravel/framework/src/Illuminate/Foundation/Testing/TestCase.php

# give a chance to verify
sleep 3

rm ./tests/Unit/ExampleTest.php
rm ./tests/Feature/ExampleTest.php

i=1

while [ $i -le 1000 ]; do
prefix=$(printf 'Case%04d' $i)

echo "<?php

namespace ${namespace};

use ${parent};

class ${prefix}Test extends TestCase
{
    public function test_memory_leak()
    {
        echo \PHP_EOL, 'Memory: ', ((int) (memory_get_usage(true) / (1024 * 1024))), 'MB';

        \$this->assertTrue(true);
    }
}" > ./tests/Feature/${prefix}Test.php

i=$(( $i + 1 ))
done

php artisan test

cd ..
rm -rf $project

It accepts a -u flag to create and run tests as Unit Tests, or -- when missing -- as Feature tests.

It also requires a project name. Note that the project folder will be forcefully removed before and after execution.

Below are the memory outputs, truncated to just the first and last test output for brevity

Running for Feature Tests

$ ./create-test.sh leak-test 
Memory: 56MB
   PASS  Tests\Feature\Case0001Test
  ✓ memory leak

# ...

Memory: 238MB
   PASS  Tests\Feature\Case1000Test
  ✓ memory leak

  Tests:  1000 passed
  Time:   4.22s

Running for Unit Tests

$ ./create-test.sh -u leak-test 

Memory: 38MB
   PASS  Tests\Unit\Case0001Test
  ✓ memory leak

# ...

Memory: 42MB
   PASS  Tests\Unit\Case1000Test
  ✓ memory leak

  Tests:  1000 passed
  Time:   0.15s

Note that there is a small overhead when running only Unit Tests. This is also present when running the tests with the ./vendor/bin/phpunit command.

Hope this helps.

PHLAK commented 2 years ago

Thanks @rodrigopedra but it's unecessary to create 1000 actual test cases. You can use phpunit --repeat to repeat a single test an arbitrary number of times.

DarkGhostHunter commented 2 years ago

Got similar results.

Does this happen with other testing frameworks?

rodrigopedra commented 2 years ago

@PHLAK thanks for reviewing it.

When running a single test class with --repeat=1000 the memory:

That is why I created 1,000 test cases, to mimic an environment with several test classes instead of repeating a single test over and over.

You can verify this with the slightly modified script below. Changed lines have a comment # CHANGED at their end.

Usage is the same as before:

#!/bin/sh
########### options and variables
while getopts 'u' options; do
    case $options in
        u) namespace="Tests\Unit";;
    esac
done

shift $((OPTIND-1))

project=$1
namespace=${namespace:-"Tests\Feature"}
parent=$([ $namespace == "Tests\Feature" ] && echo "Tests\TestCase" || echo "PHPUnit\Framework\TestCase")

########### script commands
rm -rf $project
composer create-project laravel/laravel $project
cd $project || exit
composer require laravel/framework:9.x-dev

# verify git hash
composer show laravel/framework | grep "source   :"

# verify nuno's last commit
sed -n -e '220,221p' ./vendor/laravel/framework/src/Illuminate/Foundation/Testing/TestCase.php

# give a chance to verify
sleep 3

rm ./tests/Unit/ExampleTest.php
rm ./tests/Feature/ExampleTest.php

i=1

while [ $i -le 1 ]; do # CHANGED
prefix=$(printf 'Case%04d' $i)

echo "<?php

namespace ${namespace};

use ${parent};

class ${prefix}Test extends TestCase
{
    public function test_memory_leak()
    {
        echo \PHP_EOL, 'Memory: ', ((int) (memory_get_usage(true) / (1024 * 1024))), 'MB';

        \$this->assertTrue(true);
    }
}" > ./tests/Feature/${prefix}Test.php

i=$(( $i + 1 ))
done

php artisan test --repeat=1000 # CHANGED

cd ..
rm -rf $project
nunomaduro commented 2 years ago

Thank you for sharing your feedback. To keep the output of everyone focused, please only share results of real test suites without the parallel flag (not repeats, not scripts, not loops), and share the output of PHPUnit via ./vendor/bin/phpunit (or pest with the memory plugin) like so:

# Before:
Time: X:XX, Memory: XX.XX MB

OK (XXXX tests, XXXX assertions)

# After:
Time: X:XX, Memory: XX.XX MB

OK (XXXX tests, XXXX assertions)
rodrigopedra commented 2 years ago

@nunomaduro , thanks for looking into it.

The app I tested only has the standard breeze tests installed. It is a real app, but without any further tests written.

The only change I made was just adding the memory output on the ./tests/TestCase.php's tearDown() method, as it wasn't clear how we'd measure the memory leak without seeing its progress.

<?php

namespace Tests;

use Illuminate\Foundation\Testing\TestCase as BaseTestCase;

abstract class TestCase extends BaseTestCase
{
    use CreatesApplication;

    protected function tearDown(): void
    {
        parent::tearDown();

        echo \PHP_EOL, 'Memory: ', ((int) (memory_get_usage(true) / (1024 * 1024))), 'MB';
    }
}

If you have a better way of tracking memory usage, let me know.

Running Laravel 9.31.0

# Before:
PHPUnit 9.5.25 #StandWithUkraine

.
Memory: 28MB.
Memory: 32MB.
Memory: 32MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 36MB.
Memory: 38MB.
Memory: 38MB.
Memory: 38MB.
Memory: 38MB.                                                   15 / 15 (100%)
Memory: 38MB

Time: 00:00.401, Memory: 38,50 MB

Running Laravel 9.x-dev a6d80b7

# After:
PHPUnit 9.5.25 #StandWithUkraine

.
Memory: 28MB.
Memory: 32MB.
Memory: 32MB.
Memory: 32MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 34MB.
Memory: 38MB.
Memory: 38MB.
Memory: 38MB.
Memory: 38MB.                                                   15 / 15 (100%)
Memory: 38MB

Time: 00:00.673, Memory: 38,50 MB
nunomaduro commented 2 years ago

@rodrigopedra 👍🏻

Going to keep working on this. For info everyone, there is a memory leak on the package bugsnag.

driesvints commented 2 years ago

Are you all using Bugsnag?

nunomaduro commented 2 years ago

For info everyone, here is the recap of my investigation yesterday. And going to keep working on it today.

Use case: Using Vapor's test suite, more than 600 HTTP / Jobs / Console tests.

# Leak #1: https://github.com/laravel/framework/pull/44306
Before: 280.50 MB // Using v9.31.0.
After: 190.50 MB
Down: 33% 📉

# Leak #2: https://github.com/bugsnag/bugsnag-php/pull/651
Before: 190.50 MB
After: 168.50 MB
Down: 14% 📉

# Leak #3: https://github.com/laravel/framework/pull/44307
Before: 168.50 MB
After: 166.50 MB
Down: 1% 📉
rodrigopedra commented 2 years ago

@driesvints I am not

nunomaduro commented 2 years ago

So, to keep everyone on the same page, it's important to you'll read this.

In what concerns memory leaks on the framework, in this issue, and previous issues regarding this topic, there are two types of reports been done by the community so far:

A. The people say that running 100,000 tests causes the memory to go from 22MB to 70MB - and keeps growing. Often, these reports are explained using things like --repeat or foreach loops. B. People say that running 100 tests causes the memory to go from 22MB to hundreds of MB (or even memory exhausted).

The case A is not relevant and it's caused by two things: the peak of memory of PHP (including files and classes) and related to https://github.com/laravel/framework/pull/40656, as Laravel sets a new set_error_handler, set_exception_handler, register_shutdown_function handlers per app instance (per test). Note: setting multiple times functions like register_shutdown_function is not a real-world issue, as the Application instance is already static and it does not leak.

On this issue, it's only important reports of the case B, again, real-world test suites, with hundreds of tests, where there is a real memory leak affecting the test suite, and that memory leak causes the memory to go from 22MB to hundreds of MB (or even memory exhausted).

Hope this helps to keep the discussion focused.

rodrigopedra commented 2 years ago

@nunomaduro noted.

The project I work on with the most exhaustive amount tests is still on Laravel 8 (production server stuck to PHP 7.4 due to some other reasons)

The project I ran, with the breeze suite, was a recent pro-bono small project I made for a charity.

So thanks all for the efforts, but I will not be able to help you out with this anymore.

Good luck on tackling this down !

nunomaduro commented 2 years ago

@PHLAK Glad to hear that your test suite went from 625 MB before fixes vs 252 MB after fixes. 👍🏻

I've just made another fix (https://github.com/laravel/framework/pull/44324). Can you run exactly the same use case?

Remember, to compare, simply run ./vendor/bin/phpunit and get the Time and Memory printed by PHPUnit.

PHLAK commented 2 years ago

Are you all using Bugsnag?

@driesvints No, we're not using Bugsnag.

Can you run exactly the same use case?

I will try this soon.

PHLAK commented 2 years ago

@nunomaduro To do an apples-to-apples comparison to my previous run I used artisan test and dumped the memory in the tearDown() method again this time ending up with 222 MB used in the end (down from 252 MB).

I then ran it using phpunit directly as suggested (and will use this method going forward).

$ vendor/bin/phpunit tests/Feature/Http/Controllers/

...

Time: 03:10.925, Memory: 212.50 MB

This downward trend is good to see. :chart_with_downwards_trend: :+1:

nunomaduro commented 2 years ago

So we can start gathering before/after results, here is how you can help if you have a big test suite:

composer update laravel/framework:9.31.0
./vendor/bin/phpunit
# Save Time and Memory ( Before )
composer update laravel/framework:9.x-dev
./vendor/bin/phpunit
# Save Time and Memory ( After )

So, the results so far, since the very beginning, comparing Laravel === v9.31.0 with 9.x-dev are:

Vapor's test suite (Tests: 642, Assertions: 1930)
// Before:
Time: 01:00.520, Memory: 270.50 MB
// After - down 43% memory usage 🔥
Time: 00:57.803, Memory: 116.50 MB
---

PHLAK's test suite (Tests: 3591, Assertions: 11613)
// Laravel 9.31.0
Time: 13:53.170, Memory: 1.05 GB
// After - down 65% memory usage 🔥
// Laravel 9.x-dev
Time: 12:18.106, Memory: 373.01 MB
---

Can's test suite (Tests: 1228, Assertions: 3570)
// Before
Time: 00:38.551, Memory: 362.50 MB
// After - down 62% memory usage 🔥
Time: 00:37.571, Memory: 138.50 MB
---

Freek's test suite (Tests: 850)
// Before
Time: 08:09,600, Memory: 411.00 MB
// After - down 41% memory usage 🔥
Time: 06:55,000, Memory: 243.00 MB
nunomaduro commented 2 years ago

As discussed with @taylorotwell, we are happy with the results so far. So closing this issue.

PHLAK commented 2 years ago

For the record, here's the results for my full test suite.

Tests: 3591, Assertions: 11613

// Laravel 9.31.0
Time: 13:53.170, Memory: 1.05 GB

// Laravel 9.x-dev
Time: 12:18.106, Memory: 373.01 MB

Very impressive results indeed! Thanks for all the work @nunomaduro and others!

m8iog commented 1 year ago

I know I'm a little late to the party, but I've re-created the tests of @PHLAK on a clean installation (the --repeat option has been removed from PHPUnit it seems?, so I've just duplicated a lot of tests instead).

After some back and forth, I've found the option of "processIsolation" in PHPUnit, which when I set that to true, seems to solve the memory leak issue for me.

All I've added was to the tearDown of TestCase to see memory usage. protected function tearDown(): void { parent::tearDown(); dump(sprintf('%d MB', (int) (memory_get_usage(true) / (1024 * 1024)))); }

processIsolation = false After 1248 tests ."38 MB" // tests/TestCase.php:14 1248 / 1248 (100%) Time: 00:04.233, Memory: 38.00 MB

processIsolation = true After 1248 tests ."22 MB" // tests/TestCase.php:14 1248 / 1248 (100%)"22 MB" // tests/TestCase.php:14 Time: 02:04.204, Memory: 14.00 MB

The testing time on this clean install increased dramatically, while on another project (4700 tests) when running in parallel, it runs for about the same time, but without using 20ish GB of ram.

Though I'd just share my two cents. I don't know if there are any disadvantages to changing the processIsolation, maybe someone else has an idea?

Update Only issue I've found so far from processIsolation is that dd() doesn't work ("Test was run in child process and ended unexpectedly" is the error).