Locate Large Memory Objects inside PHP Processes (using OpenResty XRay)
In this tutorial, you will learn how to quickly identify the largest PHP memory objects or values in your applications. Thanks to the power of OpenResty XRay; we can pinpoint these PHP memory objects via detailed data reference paths. We’ll also demonstrate the PHP object memory distribution flame graphs invented by ourselves. Memory leaks or large memory footprints are no longer a myth in your PHP code!
Problem: high memory usage
First, run the top
command to check the memory usage. As shown, the php
process uses the most memory.
It’s consuming more than 37MB of the memory.
Let’s run the ps
command for more details about this process. We can see it is the standard PHP binary executable shipped with the Linux distribution.
Let’s use OpenResty XRay to check out this unmodified process. We can analyze it in real time and figure out where exactly is the memory spent.
Use the guided analysis feature of OpenResty XRay to find the largest Perl objects or values taking the most RAM
Open the OpenResty XRay web console in the web browser. Make sure it is the right machine you are watching.
You can change machine from the list below.
Go to the “Guided Analysis” page.
Here, you can see different types of problems that you can diagnose.
Let’s select “High memory usage”.
Click on “Next”.
Select the PHP application.
Select the process that consumes more than 35MB of the memory. This is what we saw previously in top
.
Make sure that the application type is right. Usually, the default should be correct.
OpenResty XRay can analyze multiple language levels at the same time. We’ll keep both PHP and C/C++ selected.
We can also set the maximum analyzing time. We’ll leave it as 300 seconds, which is the default value.
Let’s start analyzing.
The system will keep performing different rounds of analysis. Now, it’s executing the first round.
The first round is done, and it’s on to the second one already. That’s enough for this case.
Let’s stop analyzing.
We can see it automatically creates an analysis report.
This is the type of problem we are going to diagnose. It’s memory.
This is the PHP memory object reference path occupying the most memory.
As you can see, the HTML source string of a web page takes up nearly 40MB of memory.
productPage
is an attribute of the controller
where the string is stored.
The main function of the Route
class, is to map URL requests to controller
methods.
Click on “More”.
This data reference path is automatically inferred from this PHP-land GC object memory distribution flame graph.
Below are more detailed explanations and suggestions regarding the current issue.
Let’s go back to the original PHP data reference path. Copy productPage
property.
Go to the PHP application’s source directory. Search for the files containing the productPage
variable identifier via grep
command.
This is the source line number of the assignment statement.
Copy the name of the source file. Use the vim editor to open the source file. You can use any editor you like.
Here is where the property is defined.
Go to line 40.
This statement assigns a value to the productPage
property. This will create a large memory object. It is recommended to use streaming response to optimize memory usage.
Automatic analysis and reports
OpenResty XRay can also monitor online processes automatically and show analysis reports. Go to the “Insights” page.
You can find the reports on the Insights page for daily and weekly periods. For this reason, you don’t have to use the “Guided Analysis” feature.
Though “Guided analysis” is useful for application development and demonstration purposes.
What is OpenResty XRay
OpenResty XRay is a dynamic-tracing product that automatically analyzes your running applications to troubleshoot performance problems, behavioral issues, and security vulnerabilities with actionable suggestions. Under the hood, OpenResty XRay is powered by our Y language targeting various runtimes like Stap+, eBPF+, GDB, and ODB, depending on the contexts.
If you like this tutorial, please subscribe to this blog site and/or our YouTube channel. Thank you!
About The Author
Yichun Zhang (Github handle: agentzh), is the original creator of the OpenResty® open-source project and the CEO of OpenResty Inc..
Yichun is one of the earliest advocates and leaders of “open-source technology”. He worked at many internationally renowned tech companies, such as Cloudflare, Yahoo!. He is a pioneer of “edge computing”, “dynamic tracing” and “machine coding”, with over 22 years of programming and 16 years of open source experience. Yichun is well-known in the open-source space as the project leader of OpenResty®, adopted by more than 40 million global website domains.
OpenResty Inc., the enterprise software start-up founded by Yichun in 2017, has customers from some of the biggest companies in the world. Its flagship product, OpenResty XRay, is a non-invasive profiling and troubleshooting tool that significantly enhances and utilizes dynamic tracing technology. And its OpenResty Edge product is a powerful distributed traffic management and private CDN software product.
As an avid open-source contributor, Yichun has contributed more than a million lines of code to numerous open-source projects, including Linux kernel, Nginx, LuaJIT, GDB, SystemTap, LLVM, Perl, etc. He has also authored more than 60 open-source software libraries.