How do I achieve a certain TPS in Jmeter - jmeter

I am given a task in which I have to test my app for an hour with 300 TPS.
I have added my HTTP req in Jmeter and I need to configure below parameters to achieve my target
target concurrency
Ramp up time
Ramp-up steps
Hold target
thread iteration limit
I could guess by name few of these but still I am not quiet sure how to work around it to achieve my target. I am new to Jmeter can any one please help.

I assume you're talking about Concurrency Thread Group so answers are:
target concurrency - we don't know, it depends on your application response time, i.e. if response time is 1 second - go for 300, if response time is 2 seconds - go for 600, etc. If you don't know the response time you can put "sufficient" number of concurrent threads, for example 1000 and use Throughput Shaping Timer for limiting the load to 300 TPS
Ramp up time - again, we don't know your requirements. I can only recommend increasing the load gradually so you could correlate increasing load with increasing response time or number of errors so for example start with 1 TPS and increase the load to 300 TPS in i.e. 15 minutes and leave it running for 1 hour
Ramp-up steps - again, we don't know your requirements, start with above recommendation and adjust ramp-up period up or down as needed
Hold target - at least 60 minutes or 3600 seconds plus any ramp-up time
thread iteration limit - leave blank otherwise your test may end earlier than you expect
Example Concurrency Thread Group combination:
the values given in Schedule Feedback Function are for reference only, the example means that the Concurrency Thread Group will start 1000 threads initially with maximum of 1500 threads and have 300 spare threads in pool, hopefully it will be sufficient to produce 300 TPS load which is set by the Throughput Shaping Timer

Related

Loadtesting:How to calculate total time for execution and ramp time for 10k rpm

i have to loadtest apis with 10k rpm,what should be the ramp up time and execution time.
10k rpm = 10k/60=166 req/sec i.e 166 concurrent users
but don't know to calculate exact ramptime time and execution time.
currently standard set is 60min execution and 15 min ramp up in the org
10k rpm = 10k/60=166 req/sec i.e 166 concurrent users
166 concurrent users don't necessarily mean 166 requests per second, moreover it will happen only if response time for each Sampler will be 1 second sharp.
If response time will be 2 seconds - you will have 83 requests per second
If response time will be 0.5 seconds - you will have 332 requests per second
So you need to supply sufficient amount of threads and add a relevant Timer like Constant Throughput Timer or Throughput Shaping Timer to slow down JMeter throughput to the desired value. The latter one can be connected with the Concurrency Thread Group so JMeter would be able to kick off extra threads if the current amount is not sufficient to conduct the required load.
And the system under test need to be able to respond fast enough because JMeter waits for the response from the previous request before starting a new one.
With regards to ramp-up, there are no exact numbers recommendations, the only approach you can follow is increasing the load gradually so you would be able to correlate the increasing load with increasing throughput, response time, number of errors and so on.
If you don't have better ideas you can go for the quote from the JMeter user manual:
The ramp-up period tells JMeter how long to take to "ramp-up" to the full number of threads chosen. If 10 threads are used, and the ramp-up period is 100 seconds, then JMeter will take 100 seconds to get all 10 threads up and running. Each thread will start 10 (100/10) seconds after the previous thread was begun. If there are 30 threads and a ramp-up period of 120 seconds, then each successive thread will be delayed by 4 seconds.
Ramp-up needs to be long enough to avoid too large a work-load at the start of a test, and short enough that the last threads start running before the first ones finish (unless one wants that to happen).
Start with Ramp-up = number of threads and adjust up or down as needed.
It completely depends on what exactly needs to be achieved
Things to consider:
Test execution duration and ramp up/ramp down of users, needs to evaluated based on the AUT(Application under Test) Real user utilization in Production.(Capture the number of users active at particular point of time in system)
Watch out for pattern of users entering/exiting the system.
Calculate User load/ RPM using Little's Law.
Some of the common test Types includes.
Baseline Test (Initial testing conducted with very minimal load to test the stability of the application)
Load Test (To evaluate applications performance under gradually increasing User load with expected concurrent number of users
Stress Test (Testing beyond normal conditions, increasing the user load until the Response time exceeds acceptable criteria. Usually done to find the breakpoint of the application, responsiveness of the application for higher volume traffic
Endurance Test ( To test for a longer durations, by applying varying loads.)

jmeter thread group vs Constant Throughput Timer

I am conducting a performance test (TPS) using jmeter.
I am requesting about 10,000 TPS, but the following two results are different.
(Position that 10,000 TPS responds normally)
1000 thread x 600 target throughput(in samples per minute)
100 thread x 6000 target throughput(in samples per minute)
I think the two results should be the same, but why is the response time delayed as the thread increases?
I think the two results should be the same - why they would be the same?
Let's imagine your system has fixed response time of 1 second, in that case:
With 1000 threads you will get 1000 requests per second and you can limit the throughput to 10 requests per second using the Constant Throughput Timer
With 100 threads you will get 100 requests per second, no limiting is required
And what if response time is 2 seconds?
With 1000 threads you will get 500 requests per second
With 100 threads you will get 50 requests per second
Constant Throughput Timer:
acts precise enough on "minute" scale, if your test lasts less than minute it might not apply the throughput
can only pause the threads to limit the throughput (requests per minute) to the desired value. If current number of threads is not enough in order to conduct the required load - the time won't have any effect.
If you want to send requests at the rate of 10000 TPS it worth considering going for the Throughput Shaping Timer and Concurrency Thread Group combination connected via the Feedback Function in this case JMeter will be able to kick off extra threads if current number is not sufficient.
But also be informed that:
JMeter should be able to start as many threads as needed to send 10000 TPS so make sure to follow JMeter Best Practices or even consider going for Distributed Testing Mode
Application needs to be able to handle the load and respond fast enough, JMeter waits for the previous response before starting the new request so if application is able to serve i.e. 5000 requests per second only you won't be able to reach 10000 by any means

In Jmeter how to find the response time for 1k/2k concurrent user, and also what should be Ram-Up time for 1k and 2k user

I have a requirement like API should be capable of handle 5k Concurrent user in 5 Sec.
How can i test this scenario in jmeter.
For 1k Concurrent user what should the RampUp time to be set in Jmeter.
5000 for 5 seconds is quite easy to achieve:
With normal Thread Group
With Concurrency Thread Group
With regards to the ramp-up, I can only give you:
a quote from JMeter documentation:
The ramp-up period tells JMeter how long to take to "ramp-up" to the full number of threads chosen. If 10 threads are used, and the ramp-up period is 100 seconds, then JMeter will take 100 seconds to get all 10 threads up and running. Each thread will start 10 (100/10) seconds after the previous thread was begun. If there are 30 threads and a ramp-up period of 120 seconds, then each successive thread will be delayed by 4 seconds.
Ramp-up needs to be long enough to avoid too large a work-load at the start of a test, and short enough that the last threads start running before the first ones finish (unless one wants that to happen).
Start with Ramp-up = number of threads and adjust up or down as needed.
and a piece of advice on ramp-up in general: if you're doing some form of a stress test it's a good idea to increase the load gradually, this way you will be able to correlate increasing load with the throughput and response time because running 5000 threads for 5 seconds will give you only a basic information on the response time for this workload and you won't be able to tell what is the maximum number of users/requests per second the application can support, when performance starts degrading, etc. So you could consider a load pattern like this:
and look at Response Times Over Time chart to see the relationship between the number of concurrent users and the application response time

Controlling number of Samples in bzm - Concurrency Thread Group

I am trying to find out throughput of an endpoint using Apache Jmeter as testing tool.
I need to hit the endpoint at n threads(users) per second, and every thread should fire exactly one requests(sample).
For the above i configured bzm - Concurrency Thread Group.
Configuration One:
Target Concurrency: 100
Ramp Up Time(sec): 1
Ramp-up Steps Count: 1
Hold Target Rate Time(sec): 10
Configuration Two:
Target Concurrency: 1000
Ramp Up Time(sec): 5
Ramp-up Steps Count: 5
Hold Target Rate Time(sec): 60
What i expect is
a. Configuration One: only 1000 request must be fired in 10 sec.
b. Configuration Two: 60000 requests must be fired in 60 sec i.e 1000/sec.
As per your test case and test duration settings, I think, you are making confusion with the Threads and Requests.
Threads are virtual users. Threads and Requests aren't the same.
Ramp up is the time in which all the users arrive on your tested application server.
Requests are simulated by samplers but threads are the simulation of users.
Please note- The total number of requests are related to throughput, Whereas the number of active threads performing the same activity is related to concurrency.
You can achieve your requirements by using Constant Throughput Timer at your test plan level.
Constant Throughput timer allows you to maintain the throughput of your server (requests/sec). Constant Throughput Timer is only capable of pausing JMeter threads in order to slow them down to reach the target throughput. Also, it works only on a minute level so you need to properly calculate the ramp-up period and let your test run long enough.
Here are the workarounds:
Calculate the number of threads you need to achieve your target throughputs. Formula is:
RPS * max response time in second
Use the Ramp-up periods for the threads to active accordingly.
Make the loop count value to Forever
Set the test duration accordingly.
As Constant Throughput Timer works on a minute level, to achieve X RPS you have to configure your "Target Throughput" value to X*60/min and "Calculate Throughput based on" value as "All active threads".
For example, if you need 1000 RPS, then "Target Throughput" value should be 60000/min in Constant Throughput Timer.
Check out my answers on these threads to understand your scenario more briefly.
How should I calculate Ramp-up time in Jmeter
Struggling to maintain Requests per Second (RPS)?
Hope this helps!

How should I calculate Ramp-up time in Jmeter

There are many questions/answers available here to understand Ramp up time but I want to get something in detail for my test case.
Test Case : Expecting 1200 users per 5 minutes on the home page. So it will be like 5 users/second.
I have set following thread properties :
No. of Threads : 1200
Ramp-up Time - ? [I am not sure what to set]
Loop count - Forever
Scheduler - 300 Seconds[5 Minutes]
Can anyone please help me to set ramp up time for my test case? I am running the test on my local machine.
I want to check that how many users server can handle in 5 minutes. Our expectation is 1200 users.
As per you test case and duration settings, I think, you are making confusion with the Threads and Requests.
In short: You must use Ramp-up as 240 seconds for this scenario.
Let me describe you in details:
Ramp up is the time in which all the users arrive on your tested application server.
Requests are simulated by samplers but threads are the simulation of users.
Please note- The total number of requests are related to throughput, Whereas the number of active threads performing the same activity is related to concurrency.
From your requirements, I assume you want to measure the throughput which is related to the requests/second not the users per second. To achieve this, you can use a Constant Throughput Timer at your test plan level.
Constant Throughput timer allows you maintain throughput of your server (requests/sec). Here requests are samplers. Threads are users/clients which are requesting server using samplers.
You can achieve this by using both "Thread Group" or "Ultimate Thread Group".
As far as I know, it doesn't matter which type of Thread group you are using with Constant Throughput timer, at the end of the test in the results, you will get your desired Throughput which you mentioned in Constant Throughput Timer i.e. if you have mentioned 1200/min in Constant Throughput Timer with "Calculate Throughput based on" value as "All active threads" and there are 3 requests (samplers) in your thread group then JMeter will manage the requests in a way that it will generate only 6.6 requests/sec for each sampler i.e. 1200/min is divided among 3 requests, it doesn't matter whether you are using Ultimate Thread Group or the Thread Group; Throughput timer works in same way for all types of thread groups.
Now as per your requirement: (Using Thread Group):
No. of Threads : 1200
Ramp-up Time - 240 (Since you want 5 users per second, 1200/5= 240)
Loop count - Forever
Scheduler (Duration) - 780 Seconds [13 Minutes]
IMPORTANT:
Thread Group configurations will be the same which you have already mentioned. Number of threads will be the client load which you want to put(in you case it's 1200), duration : (240+300+240), loop : forever, ramp-up : 240 yes when you ramp up i.e. in the first minute generally you get more requests as threads are starting so it is normal behavior. To test your scenario run for exactly 5 minutes, you should test for 13 minutes. Exclude first 4 min and last 4 min of the test as that is warm up time for your test as well as server and last 4 min are warm down period.
Now as per your requirement: (Using Ultimate Thread Group):
Start Thread Count: 1200
Initial delay, sec: 0
Startup, sec: 240 (I assume you want 5 users come to your application for requesting expected samples per second)
Hold Load for: 300 sec (Since you required 5 minutes to test for 1200 users)
Shutdown Time, sec: 240
You can set just like this:
Don't get confuse the Thread number with the number of requests, each thread will create multiple requests for seconds in field Hold Load for.
Rampup is the speed at which users arrive on your application.
The number you put means that once it is reached all threads have been started.
The tiniest it is , the faster users arrive.
So nobody can answer that for you, you need to analyse your traffic.
Regarding the number of threads, 1200 threads might not be the good number, as 1200 users can navigate on application slowly or rapidly.
What you need is add a Constant Throughput Timer to control how much transactions per second you'll be reaching.
You should use the Ultimate Thread Group plugins available in Standard set.
To maintain concurrency the configuration should be like this:
Start Thread Count: 1200
Initial delay, sec: 0
Startup, sec: 60
Hold Load: 180
Shutdown Time, sec: 60
Ultimate Thread Group
Here all the 1200 threads will be generated and up within 60 sec of Startup time(Ramp up time) .Those 1200 threads will be active for next 180 sec, and after that, those threads will shut down within next 60 sec.
So overall duration of the test is 300 sec as you desire. Throughout the Hold Load time(180sec) the requests will be looped.
This ultimate thread group will give you more control over Threads.
Now if you want to control the rate of transactions per second or the number of samples to execute you can use Constant Throughput Timer. Constant Throughput Timer will let you control the flow of requests to be sent. The default "Thread Group" only control the way the users or threads will be generated.It doesn't control the rate of requests to be hit your application.So for this purpose, you could use "Constant Throughput Timer" to control your requests per second. For further detail, you could go through JMeter documentation.

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