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This is a design question and I appreciate your insight / advise. I understand this question may have different answers based on experience and I am merely trying to seek some guidance before I make a selection on how I proceed.
Background -
My application is primarily built on LAMP stack - Linux, Apache, MySQL and PHP. I also use jQuery to client side scripting and the application is fairly simple and executes very fast. I am also using CakePHP framework
Scenario #1 -
The user clicks a link on the web page
The click triggers an AJAX call to a PHP script on the server
The PHP script make a cURL request to another web address to process some information and usually returns in 4-5 seconds
Upon return the PHP script completes execution and terminates
Question -
I keep hearing that PHP is synchronous and will hang until this request is finished - so if multiple users make multiple requests in the above scenario will PHP hang until each request is processed sequentially or does Apache take care of spawning multiple threads to process each web request separately?
I am trying to figure out a way to better handle this - even if it means I should step outside of PHP. Would you recommend I use PERL scripting to handle to cURL request and just have PHP fork a shell thread and exit or would it be better to create a JAVA servlet that the AJAX can call since JAVA is multi-threaded it can handle this on the same.
I am reading up on pThreads - is this a scenario where pThreads would be
Scenario 2
User uploads a zip file and clicks the process button and then quits the application
Upon clicking the process button an AJAX request is sent to the server to process the zip file. The PHP script receiving this request has ignore_user_abort enabled so it does execute even if the user quits.
However processing of this zip file can take multiple minutes as it involves multiple cURL calls and SOAP calls across web servers
Once processing is done, the PHP script updates the database and terminates
Question
Again similar to the above question, is this something that will be blocking in nature if multiple people upload files at the same time?
Assuming PHP would queue all the various requests - would this cause a timeout scenario and loss of requests?
Is this something better done with PERL/JAVA etc?
Thank you for your advise and insight
The short answer is
Scenario #1
all / most languages are synchronous, that said running ajax is asynchronous and by extension running php by ajax is asynchronous. The thing is here you are confusing "synchronous" which in this context means block until an operation is finished or process blocking, with parallel processing or even multi-threading.
again multi-threading is quite different then parallel processing, php is quite capable of running dozens of parallel processes. Is it the best language for it, probably not but it can do it with as little effort as running a shell script with exec and a command like this exec(usr/bin/php -f pathtophpfile/index.php arg1 > /dev/null & ); on linux. multi-threading is defined as this:
Multithreading is the ability of a program or an operating system process
to manage its use by more than one user at a time and to even manage
multiple requests by the same user without having to have multiple
copies of the programming running in the computer
Parallel processing is defined as this
Parallel processing is the simultaneous use of more than one CPU or
processor core to execute a program or multiple computational threads.
So while technically php cant do either of these, you can run multiple copies of php at the same time on the same machine, much in the same way as you can manually open multiple shell windows and run commands in each of them. Is it parallel processing or multi-threading? No, it's just running multiple copies of PHP at the same time.
But the biggest challenge with any " multi-threaded or parallel process " is race conditions. If you are careful to avoid them you will be fine. Race conditions are like this
process1 loads text.txt
process1 makes changes
process2 loads text.txt - before process1 has saved its data
process2 makes changes
process2 saves changes
process1 saves changes
Now you will lose any changes made by process2 because process1 had the data in memory and never accounted for process2 changing it. This is also what I would call a concurrency issue, they are basically the same thing. Another thing to look out for if using CRON or some other rudimentary queuing method, is not pulling the same job with multiple processes.
Also debugging can be a challenge, this is true of any background process and not specific to php. The simplest thing to do here is use a file to log your output to using things like ob_start() & $var = ob_get_clean() ( output buffering) and recording that. It's also useful to use a shutdown handler to log errors such as
http://php.net/manual/en/function.register-shutdown-function.php
Of course these are over simplified examples, explanations but that is the gist of it.
Scenario #2
how would it be? as I mentioned php and Apache can serve over 200 clients at once, another request is just another connection to Apache ( when using ajax or CURL ) but its basically the same even when just using the CLI (command line interface). There is no inherent reason you cant run several dozen php processes at once.
How would it Queue it, they just execute again like oping multiple tabs in a browser. As for a timeout, there are always resource limits on a server no matter what language you use. You could use a queuing system to insure that only a few files are processed at a give time, this could be as simple as cron and a database table with some status column, such as queued, running, complete. then the cron script runs one job marked as queued, marks it as running while running, marks it complete when done, rinse and repeat.
That is a matter of opinion and more so a matter of your ability with those languages.
I'm actually building a system in php that takes one csv file and breaks it into 25000 row chunks ( without re-writing separate files, just reading from offsets in the same file with multiple threads ). These chunks are then processed in parallel by up to 10 workers and then aggregated back together, and then some reports and emails ect are generated. Is it easy to do, no. Is it possible, sure is.
The system I am building for example takes a file with say 1million + rows, and queries a database with over 700k records. It works a bit like this
Job Preprocess ( one process creates multiple chunks )
create a job file
calculate ofsets
queue ( in rabbitMq ) multiple jobs
Process ( multiple processes each handle one or more chunk )
load data from queue
access input_file.csv at offset and read to end of offset
generate a numbered result file such as 0.csv, 1.csv for each chunk
Aggregation ( one process only, receives the bits of the job )
load previously saved job file ( from step 1 )
as each chunk completes record that in job file
when all chunks are done, compact all the results from the numbered files in order.
The trick here is that the multiple process part ( step 2 ) doesn't touch that job file in step one ( or it would encounter race conditions ), further only one process receives all of the chunks for a job. Once all the chunks are received, we compact them into one file do some clean up and then send out emails etc..
With this I have ran a file with 1 million rows in under 2 minutes. Using a single thread / process it takes about 15 minutes to run the same file.
So ( again ) I assure you It can be done, it's tricky and you have to be very careful on how you move your data around but it's not impossible to do these things in php. PHP and modern hardware for that matter can handle thousands of operations a second. Usually the bottle necks are bad indexing in a database or waiting on network connections ect...
If you plan on doing some real heavy duty work I'd suggest looking into a queuing or messaging system like I use ( RabbitMq ) but that might be overkill in your case. I use the queuing system to help keep the process flow sane and avoid race conditions, basically it's sole purpose for me is to organize the data flow.
Scenario #1
1) PHP is synchronous, but the question is confused. PHP executes instructions synchronously, normally, however Apache defines the processing model. Apache will reuse or spawn a worker process or thread to handle the request, up to the configured limit.
2) The way you are handling it is fine, you might want to try and reduce the amount of time it takes to update the user interface, because 4-5 seconds is rather long.
3) I will talk a little about using threads at the frontend.
Using threads at the frontend doesn't make sense. As mentioned, your webserver has a defined processing model, it is designed to scale with that model, creating user threads as the result of a web request disrupts that model. Even if user code creates a reasonable number of threads, for example 8, if 100 clients come along at once, you will be asking your hardware to execute 800 threads concurrently.
That is clearly a bad idea !
Scenario #2
1) The same answer as #1.1, it's the processing model of the server that handles multiple clients.
2) The same answer as question 1 in both scenarios.
3) That's entirely a matter of opinion.
The problem you seem to have is essentially the same in both scenarios.
Advice
Don't make anything more complex than it has to be; in both scenarios, the problem is your receiving server side code responds slower than is desirable.
In the case where you have many HTTP requests to make to process a request, your code is I/O bound, don't go straight to multi-processing or multi-threading at all, try non-blocking I/O first, this is simpler, more accessible, more suitable, and scales with PHP.
In the case where you have code that is CPU bound, for example, you have solved the I/O problem, and are making all your requests using non-blocking I/O, but once data is downloaded, it requires considerable processing to be used. Then you might think about using multiple processes or threads.
Whatever happens, you should not use multi-threading at the frontend, what you want to do is isolate those parts of the application that require multi-threading and communicate with this isolated sub-application using some sane form of RPC.
Related
Hoping you can help! I am currently building and testing a PHP script that ports data from one web system to another (think data backup) that needs to run daily for an indefinite number of users. The script is fairly intensive, depending on the amount of data that needs to be pulled (the longest execution time I have seen thus far has been about 30 minutes).
Given that, I obviously don't want to run them one after the other, as the whole job won't complete in a timely fashion. So ideally, I would like to have some way to schedule the job so that it can run up to ten (which I can expand as server capacity increases) backups simultaneously. When one script completes, it picks up the next at the top of the pile (a single pile rather than 10) an executes it, and so on. Now, it is possible (and at this stage probable) that some of the instances are going to fail with a fatal error and die. That is fine, as I am handling that with a custom error handler, but obviously I don't want the failure of one instance to have any bearing on the others.
Having read some of the other questions on here, I have seen PHP forking and Supervisord discussed, but to be honest, casting my mind back 7 years to my process scheduling paper has defeated me! It would be really great to get some advise of how to implement something like this, if it is at all possible? Thanks :)
I'd recommend using proc_open to execute multiple commands asynchronously. If the backup process is itself a PHP script, it can be run using the php binary (e.g. php mybackupscript.php)
I'm a moderate to good PHP programer and have experience with terminal/shell scripts but what I'm trying to wrap my head around is the logics behind background processes and is most certainly not Cron or Cron Jobs but a continual flow of data.
I recently talked to someone who made a little web app that worked with the twitter streaming API and Phirehose to gather tweets and save them to a DB. Now sounds simple but all this happens in the background as a process. What I'm ineptly used to is:
call process -> process finishes -> handle data from process.
What is so different about this is that it happens all the time non stop. I remember there was also so talk of socket connection as well.
So my questions are:
When executing a background process, is it a continual loop of specific function? That's all that I can logically conclude, or does it some how "stay open" and happen?
What does a socket connection do in this equation?
Is the any form of latency inherit from running this type of process?
I know this is not a "code specific" type of question but I can't find much information regarding this type of question.
With PHP, it's most likely that a cronjob is scheduled to execute the scripts once every hour or so. The script doesn't run continuously.
PHP has many ways of connecting to resources, most of these use sockets. If you do file_get_contents() to connect to a webserver, you're using sockets as well, you might just not notice it.
1. When executing a background process, is it a continual loop of specific function? That's all that I can logically conclude, or does it some how "stay open" and happen?
No, there is not requirement of such a continual loop. A background process can just be invoked, run and finish as well. It than does not run any longer like any other process as well. Maybe not useful for a background process, but possible.
2. What does a socket connection do in this equation?
Sockets are sometimes used to allow communication between different processes, also worded IPC - Inter Process Communication.
3. Is the any form of latency inherit from running this type of process?
Yes, every form of indirection comes with a price. Additionally, if you run multiple processes in parallel, there is also some overhead for the computer system to manage these multiple processes (which it does anyway nowadays, but just saying, if there were only one process, there would be nothing to manage).
If you want to take a tutorial on background processes:
http://thedjbway.b0llix.net/daemontools/blabbyd.html - really useful.
Daemontools makes it very easy to maintain backgound processes (daemons).
I want to have my own variable that would be (most likely an array) storing what my php application is up to right now.
The application can trigger few processes that are in background (like downloading files) and I want to have a list what is being currently processed.
For example
if php calls exec() that will be downloading for 15mins
and then another download starts
and another download starts
then if I access my application I want to be able to see that 3 downloads are in process. If none of them finished yet.
Can do that? Only in memory, not storing anything on the disk?
I thought that the solution would be a some kind of server variable.
PHP doesn't have knowledge of previous processes. As soon has a php process is finished everything it knows about itself goes with it.
I can think of two options. Write knowledge about spawned processes to a file or database and use it to sync all your php request, (store the PID of each spawned process)
Or
Create an Daemon. The people behind PHP have worked hard to clean up PHP memory handling and such to make this more feasible. Take a look at their PEAR package - http://pear.php.net/package/System_Daemon
Off the top of my head, a quick architecture would compose of 3 peices
Part A) The web app that will take in request for downloads, and report back the progress of all request
Part B) You daemon, which accepts requests for downloads, spawns process, and will report back status of all spawned reqeust
Part C) The spawn request that will perform the download you need.
Anyone for shared memory?
Obviously you would have to have some sort of daemon, but you could use the inbuilt semaphore functions to easily have contact between each of the scripts. You need to be careful though because sometimes if you're not closing the memory block properly, you could risk ending up with no blocks left.
You can't store your own variables in $_SERVER. The best method would be to store your data in a database where and query/update it as required.
I'm putting together my first commercial PHP application, it's nothing really huge as I'm still eagerly learning PHP :)
Right now I'm still in the conceptual stage of planning my application but I run into one problem all the time, the application is supposed to be self-hosted by my customers, on their own servers and will include some very long running scripts, depending on how much data every customer enters in his application.
Now I think I have two options, either use cronjobs, like for example let one or multiple cronjobs run at a time that every customer can set himself, OR make the whole processing of data as daemons that run in the background...
My question is, since it's a self-hosted application (and every server is different)... is it even recommended to try to write php that starts background processes on a customers server, or is this more something that you can do reliably only on your own server...?
Or should I use cronjobs for these long running processes?
(depending on the amount of data my customers will enter in the application, a process could run 3+ hours)
Is that even a problem that can be solved, reliably, with PHP...? Excuse me if this should be a weird question, I'm really not experienced with PHP daemons and/or long running cronjobs created by php.
So to recap everything:
Commercial self-hosted application, including long running processes, cronjobs or daemons? And is either or maybe both also a reliable solution for a paid application that you can give to your customers with a clear conscience because you know it will work reliable on all kinds of different servers...?
EDIT*
PS: Sorry, I forgot to mention that the application targets only Linux servers, so everything like Debian, Ubuntu etc etc.
Short answer, no, don't go for background process if this will be a client hosted solution. If you go towards the ASP concept (Application Service Provider... not Active Server Pages ;)) then you can do some wacky stuff with background processes and external apps connecting to your sql servers and processing stuff for you.
What i suggest is to create a strong task management backbone and link that to a solid task processing infrastructure. I'll recommend you read an old post i did quite some time ago regarding background processes and a strategy i had adopted to fix long running processes:
Start & Stop PHP Script from Backend Administrative Webpage
Happy reading...
UPDATE
I realize that my old post is far from easy to understand so here goes:
You need 2 models: Job and JobQueue, 2 controller: JobProcessor, XYZProcessor
JobProcessor is called either by a user when a page triggers or using a cronjob as you wish. JobProcessor::process() is the key that starts the whole processing or continues it. It loads the JobQueues and asks the job queues if there is work to do. If there is work to do, it asks the jobqueue to start/continue it's job.
JobQueue Model: Used to queue several JOBS one behind each other and controls what job is currently current by keep some kind of ID and STATE about which job is running.
Job Model: Represents exactly what needs to be done, it contains for example the name of the controller that will process the data, the function to call to process the data and a serialized configuration property that describe what must be done.
XYZController: Is the one that contains the processing method. When the processing method is called, the controller must load everything it needs to memory and then process each individual unit of work as fast as possible.
Example:
Call of index.php
Index.php creates a jobprocessor controller
Index.php calls the jobprocessor's process()
JobProcessor::Process() loads all the queues and processes them
For each JobQueue::Process(), the job queue loads it's possible Jobs and detects if one is currently running or not. If none is running, it starts the next one by calling Job::Process();
Job::Process() creates the XYZController that will work the task at hand. For example, my old system had an InvoicingController and a MassmailingController that worked hand in hand.
Job::Process() calls XYZController::Prepare() so that it loads it's information to process. (For example, load a batch of emails to process, load a batch of invoices to create)
Job::Process() calls XYZController::RunWorkUnit() so that it processes a single unit of work (For example, create one invoice, send one email)
Job::Process() asks JobProcessingController::DoIStillHaveTimeToProcess() and if so, continues processing the next element.
Job::Process() runs out of time and calls XYZController::Cleanup() so that all resources are released
JobQueue::Process() ends and returns to JobController
JobController::Process() is about to end? Open a socket, call myself back so i can start another round of processing until i don't have anything to do anymore
Handle the request from the user that start in position #1.
Ultimately, you can instead open a socket each time and ask the processor to do something, or you can queue a CronJob to call your processor. This way your users won't get stuck waiting for the 3/4 work units to complete each time.
Its worth noting that, in addition to running daemons or cron jobs, you can kick off long running processes from a web request (but note that it must run outside of the webserver process group) and of course asynchronous message processing (which is essentially a variant on the batch approach).
All four of these approaches are very different in terms of how they behave, how concurrency and timing are managed. The factors which make them all different are the same ones you omitted from your question - so it's not really possible to answer.
Unfortunately all rely on facilities which are very different between MSWindows and POSIX systems - so although PHP will run on both, if you want to sell your app on both platforms it's going to need 2 versions.
Maybe you should talk to your potential customer base and ask them what they want?
Greetings All!
I am having some troubles on how to execute thousands upon thousands of requests to a web service (eBay), I have a limit of 5 million calls per day, so there are no problems on that end.
However, I'm trying to figure out how to process 1,000 - 10,000 requests every minute to every 5 minutes.
Basically the flow is:
1) Get list of items from database (1,000 to 10,000 items)
2) Make a API POST request for each item
3) Accept return data, process data, update database
Obviously a single PHP instance running this in a loop would be impossible.
I am aware that PHP is not a multithreaded language.
I tried the CURL solution, basically:
1) Get list of items from database
2) Initialize multi curl session
3) For each item add a curl session for the request
4) execute the multi curl session
So you can imagine 1,000-10,000 GET requests occurring...
This was ok, around 100-200 requests where occurring in about a minute or two, however, only 100-200 of the 1,000 items actually processed, I am thinking that i'm hitting some sort of Apache or MySQL limit?
But this does add latency, its almost like performing a DoS attack on myself.
I'm wondering how you would handle this problem? What if you had to make 10,000 web service requests and 10,000 MySQL updates from the return data from the web service... And this needs to be done in at least 5 minutes.
I am using PHP and MySQL with the Zend Framework.
Thanks!
I've had to do something similar, but with Facebook, updating 300,000+ profiles every hour. As suggested by grossvogel, you need to use many processes to speed things up because the script is spending most of it's time waiting for a response.
You can do this with forking, if your PHP install has support for forking, or you can just execute another PHP script via the command line.
exec('nohup /path/to/script.php >> /tmp/logfile 2>&1 & echo $!'), $processId);
You can pass parameters (getopt) to the php script on the command line to tell it which "batch" to process. You can have the master script do a sleep/check cycle to see if the scripts are still running by checking for the process id's. I've tested up to 100 scripts running at once in this manner, at which point the CPU load can get quite high.
Combine multiple processes with multi-curl, and you should easily be able to do what you need.
My two suggestions are (a) do some benchmarking to find out where your real bottlenecks are and (b) use batching and cacheing wherever possible.
Mysqli allows multiple-statement queries, so you could definitely batch those database updates.
The http requests to the web service are more likely the culprit, though. Check the API you're using to see if you can get more info from a single call, maybe? To break up the work, maybe you want a single master script to shell out to a bunch of individual processes, each of which makes an api call and stores the results in a file or memcached. The master can periodically read the results and update the db. (Careful to rotate the data store for safe reading and writing by multiple processes.)
To understand your requirements better, you must implement your solution only in PHP? Or you can interface a PHP part with another part written in another language?
If you could not go for another language, try to perform this update maybe as php script that runs in the background and not through the apache.
You can follow Brent Baisley advice for a simple use case.
If you want to build a robuts solution, then you need to :
set up a representation of the actions in a table in database that will be your process queue;
set up a script that pop this queue and process your action;
set up a cron daemon that run this script every x.
This way you can have 1000 PHP scripts running, using your OS parallelism capabilities and not hanging when ebay is taking to to respond.
The real advantage of this system is that you can fully control the firepower you throw at your task by adjusting :
the number of request one PHP script does;
the order / number / type / priority of the action in the queue;
the number or scripts the cron daemon runs.
Thanks everyone for the awesome and quick answers!
The advice from Brent Baisley and e-satis works nicely, rather than executing the sub-processes using CURL like i did before, the forking takes a massive load off, it also nicely gets around the issues with max out my apache connection limit.
Thanks again!
It is true that PHP is not multithreaded, but it can certainly be setup with multiple processes.
I have created a system that resemebles the one that you are describing. It's running in a loop and is basically a background process. It uses up to 8 processes for batch processing and a single control process.
It is somewhat simplified because i do not have to have any communication between the processes. Everything resides in a database so each process is spawned with the full context taken from the database.
Here is a basic description of the system.
1. Start control process
2. Check database for new jobs
3. Spawn child process with the job data as a parameter
4. Keep a table of the child processes to be able to control the number of simultaneous processes.
Unfortunately it does not appear to be a widespread idea to use PHP for this type of application, and i really had to write wrappers for the low level functions.
The manual has a whole section on these functions, and it appears that there are methods for allowing IPC as well.
PCNTL has the functions to control forking/child processes, and Semaphore covers IPC.
The interesting part of this is that i'm able to fork off actual PHP code, not execute other programs.