CN106610896A - Adaptive pressure testing method and device - Google Patents
Adaptive pressure testing method and device Download PDFInfo
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- CN106610896A CN106610896A CN201510708197.9A CN201510708197A CN106610896A CN 106610896 A CN106610896 A CN 106610896A CN 201510708197 A CN201510708197 A CN 201510708197A CN 106610896 A CN106610896 A CN 106610896A
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Abstract
The invention provides an adaptive pressure testing method and device. The method comprises the following steps: concurrently sending a preset number of requests to a server in a system under test; detecting a plurality of performance indexes of the server; building a pressure testing model of the system under test according to the number of the requests and the performance indexes; and adjusting the number of the concurrently-sent requests according to the pressure testing model of the system under test until the pressure of the system under test reaches an extreme value, and outputting the number of the concurrently-sent requests at the moment to serve as a pressure testing result. The device comprises a request concurrent sending unit, a performance detection unit, a model building unit and a pressure adjusting unit. Through adoption of the method and the device, a pressure testing process can be effectively simplified, and the labor cost is lowered.
Description
Technical field
The present invention relates to computer processing technology field, more particularly to a kind of test of self-adaptive pressure
Method and device.
Background technology
" big data " exactly under the new situation technological incorporation type develops and using the collection of intelligent theory
Middle embodiment, with tackling, the data scale of construction is huge, data type is various, value density is low and processes
The Technical Architecture of fireballing data characteristicses, and with the content increment clothes of high added value inside and outside industry
It is engaged in as the application model of target, its core is exactly information resource development and utilization.With science and technology
Development and popularization and the strengthened research of bulk information system, Consumer's Experience demand constantly increases,
Data and service accumulated in this process are also more and more, tend to magnanimity, traditional data
Storehouse cannot meet so huge call data storage.
As the scope of business of big data platform covers Various types of data excavating resource and business innovation,
Integrated data resource consolidation, calculating middleware services, Intelligent Information Processing service, there is provided towards
The intelligent decision analysis ability of typical services application.Big data platform must be utilized in order to more preferable, is led to
Often stress test is testing the performance boundary of new system or system New function.Existing stress test
Not only deployment operation is sufficiently complex for software, and requires that user must be non-to the stress test software
Often it is proficient in, human cost requires too high.
Therefore, how to simplify pressure test sequence, and then save human cost becomes urgent need solution
Problem.
The content of the invention
For the defect of prior art, the invention provides a kind of method of self-adaptive pressure test
And device, can effectively simplify pressure test sequence, and then save human cost.
In a first aspect, the invention provides a kind of method of self-adaptive pressure test, the method bag
Include：
To the request of the concurrent predetermined number of server in system under test (SUT)；
Detect multiple performance indications of the server；
According to the quantity and the performance indications of the request, the stress test of system under test (SUT) is set up
Model；
The quantity of the concurrent request is adjusted according to the Load Test Model of the system under test (SUT), directly
Pressure to the system under test (SUT) is reached the limit values, and exports the quantity work of concurrent request now
For pressure testing results.
Preferably, the plurality of performance indications include：CPU idleness, EMS memory occupation number, please
Ask processing speed and server socket connections.
Preferably, the quantity according to the request and the performance indications, set up tested system
The Load Test Model of system, including：
The quantity of the request is adjusted, and detects the plurality of performance indications, obtained the plurality of
Impacted performance indications in performance indications；
According to the relation between the impacted performance indications and the quantity of the request, quilt is set up
The Load Test Model of examining system.
Preferably, it is described according to the Load Test Model of the system under test (SUT) adjustment it is described concurrently please
The quantity asked, until the pressure of the system under test (SUT) is reached the limit values, and output pressure test knot
Really, including：
The quantity of adjustment concurrent request, and detect that the described impacted performance of the server refers to
Mark；
When the impacted performance indications are reached the limit values, stop pressure detecting, and export
Result of the quantity of concurrent request now as stress test.
Preferably, before the request of the concurrent predetermined number of the server in system under test (SUT),
The method also includes：
The address of the server being input in the system under test (SUT) and stress test script；
Wherein, the stress test script is used to be sent to the system under test (SUT) and asks.
Second aspect, the invention provides a kind of device of self-adaptive pressure test, the device bag
Include：
Request Concurrency unit, for the request of the concurrent predetermined number of server in system under test (SUT)；
Performance detection unit, for detecting multiple performance indications of the server；
Model sets up unit, for according to the quantity of the request and the performance indications, setting up
The Load Test Model of system under test (SUT)；
Pressure adjustment unit, it is described concurrent according to the adjustment of the Load Test Model of the system under test (SUT)
The quantity of request, until the pressure of the system under test (SUT) is reached the limit values, and export now and
The quantity of request is sent out as pressure testing results.
Preferably, the plurality of performance indications include：CPU idleness, EMS memory occupation number, please
Ask processing speed and server socket connections.
Preferably, the model sets up unit, is used for：
The quantity of the request is adjusted, and detects the plurality of performance indications, obtained the plurality of
Impacted performance indications in performance indications；
According to the relation between the impacted performance indications and the quantity of the request, quilt is set up
The Load Test Model of examining system.
Preferably, the pressure adjustment unit, is used for：
The quantity of adjustment concurrent request, and detect that the described impacted performance of the server refers to
Mark；
When the impacted performance indications are reached the limit values, stop pressure detecting, and export
Result of the quantity of concurrent request now as stress test.
Preferably, the device also includes：Input block, is used for：
The address of the server being input in the system under test (SUT) and stress test script；
Wherein, the stress test script is used to be sent to the system under test (SUT) and asks.
As shown from the above technical solution, the invention provides a kind of method of self-adaptive pressure test
And device, by the concurrent a number of request of system under test (SUT), and detect the property of system under test (SUT)
Energy index, according to relation between the quantity of request and the change of performance indications the pressure of system under test (SUT) is set up
Power test model, adjusts the quantity of concurrent request, until the pressure of system according to the model
Reach the limit values, and using the quantity of this thing concurrent request as pressure testing results.The method energy
The enough quantity that concurrent request is adaptively adjusted according to pressure detecting, effectively simplifies pressure survey
Examination process, and then save human cost.
Description of the drawings
In order to be illustrated more clearly that the embodiment of the present disclosure or technical scheme of the prior art, below
The accompanying drawing to be used needed for embodiment or description of the prior art will be briefly described, show and
Easy insight, drawings in the following description are only some embodiments of the present disclosure, for this area
For those of ordinary skill, on the premise of not paying creative work, can be with according to these
Figure obtains other accompanying drawings.
Fig. 1 is a kind of flow process of the method for self-adaptive pressure test that the embodiment of the disclosure one is provided
Schematic diagram；
Fig. 2 is a kind of self-adaptive pressure test of system under test (SUT) that the embodiment of the disclosure one is provided
Schematic diagram；
Fig. 3 is a kind of knot of the device of self-adaptive pressure test that another embodiment of the disclosure is provided
Structure schematic diagram.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present disclosure, to the technical side in the embodiment of the present disclosure
Case is clearly and completely described, it is clear that described embodiment is only the disclosure one
Divide embodiment, rather than the embodiment of whole.Based on the embodiment in the disclosure, this area is general
The every other embodiment that logical technical staff is obtained under the premise of creative work is not made,
Belong to the scope of disclosure protection.
Hereinafter the partial words to referring in the embodiment of the present disclosure are illustrated.
It will be appreciated by those skilled in the art that the self-adaptive pressure referred in the embodiment of the present disclosure is surveyed
The executive agent of the method for examination, the device of self-adaptive pressure test can be server, service
Device can both represent the individual server such as computer server, it is also possible to representative work together with
Multiple servers of perform function, such as Cloud Server hadoop.
Fig. 1 shows a kind of method of self-adaptive pressure test that the embodiment of the disclosure one is provided
Schematic flow sheet, as shown in figure 1, the method comprises the steps：
S1：To the request of the concurrent predetermined number of server in system under test (SUT).
Specifically, multiple pressure units can be set, and control sends out the quantity of pressure unit to control simultaneously
The number of requests sent out.Then can be started according to an empirical value repeatedly tested and send out a pressure unit.Example
Such as, 1 pressure unit 10 requests of generation are per second, then pressure units are sent out in system initial start 5,
It is equivalent to concurrent 50 requests per second.
A kind of schematic diagram of the self-adaptive pressure test of system under test (SUT) as shown in Figure 2, if by
Dry is sent out the concurrent multiple requests of the unidirectional system under test (SUT) of pressure.
S2：Detect multiple performance indications of the server.
Wherein, the plurality of performance indications include：CPU idleness, EMS memory occupation number, request
Processing speed and server socket connections etc..
Specifically, multiple performance indications of the multiple modules to specifying in system under test (SUT) carry out reality
When monitor.As shown in Fig. 2 multiple to system interface module, memory module, computing module etc.
Multiple performance indications of module are monitored, and by the performance indications data feedback of monitoring carrying out
Pressure Analysis.
S3：According to the quantity and the performance indications of the request, the pressure of system under test (SUT) is set up
Test model.
Specifically, quantity and the change of performance indications of the Pressure Analysis mainly according to request,
The performance indications that acquisition is wherein affected by the quantity asked, and using the performance indications as measurement quilt
The standard of the pressure of examining system, so as to set up Load Test Model according to the performance indications.
S4：The quantity of the concurrent request is adjusted according to the Load Test Model of the system under test (SUT),
Until the pressure of the system under test (SUT) is reached the limit values, and export the quantity of concurrent request now
As pressure testing results.
Wherein, the pressure of the system under test (SUT) is reached the limit values and referred to：Certain of above-mentioned system under test (SUT)
One performance indications reach capacity.As shown in Fig. 2 it is single to send out pressure according to the adjustment of the result of Pressure Analysis
The number of unit, until a certain performance indications of system under test (SUT) reach capacity.When system under test (SUT) certain
When one performance indications reach capacity, the number for now sending out pressure unit is the result of stress test.
As can be seen here, the method for present embodiments providing a kind of test of self-adaptive pressure, by
The concurrent a number of request of system under test (SUT), and detect the performance indications of system under test (SUT), according to please
Relation sets up the Load Test Model of system under test (SUT), root between the change of the quantity and performance indications asked
The quantity of concurrent request is adjusted according to the model, until the pressure of system is reached the limit values, and
Using the quantity of this thing concurrent request as pressure testing results.The method can be according to pressure detecting
The quantity of concurrent request is adaptively adjusted, pressure test sequence, Jin Erjie is effectively simplified
Human cost is saved.
It should be noted that before step S1, the method also comprises the steps：
S0：The address of the server being input in the system under test (SUT) and stress test script.
Wherein, the stress test script is used to be sent to the system under test (SUT) and asks.
Specifically, when test starts, the address of the server of system under test (SUT) need to be input into, be easy to
Monitor corresponding server.And pressure unit is sent out by calling the stress test script to tested system
System sends request.
For example, system under test (SUT) is an interface service, for asking in the way of message
One message queue of insertion is simultaneously returned.Then by stress test script input system, and specify tested
Server A and B (being input into the address of given server A and B), A are web interface clothes
Business, B is messenger service queue.
In the present embodiment, the quantity according to the request in step S3 and the performance indications,
The Load Test Model of system under test (SUT) is set up, following steps are specifically included：
S31：The quantity of the request is adjusted, and detects the plurality of performance indications, obtain described
Impacted performance indications in multiple performance indications.
For example, pressure unit is sent out in system start-up one 1, and request Concurrency is 50 per second,
Performance monitoring service device is obtained：CPU free time (cpu idle) is 99, and Installed System Memory takes 5G,
Server socket connections 100, now system self-adaption intensified pressure, sends out pressure unit and is changed into 2
Individual, performance monitoring obtains cpu idle or 99, and Installed System Memory takes 5G, server socket
It is connected up to 150, the model of such systematic analysiss system under test (SUT), impacted index is socket
Connection number, a quantity of pressure unit is so adjusted again can be used as foundation according to socket connection numbers.
S32：Set up according to the relation between the impacted performance indications and the quantity of the request
The Load Test Model of system under test (SUT).
For example, number can be connected according to socket to be used as sending out the quantity of pressure unit according to adjustment.
In the present embodiment, institute is adjusted according to the Load Test Model of the system under test (SUT) in step S4
The quantity of concurrent request is stated, until the pressure of the system under test (SUT) is reached the limit values, and pressure is exported
Power test result, specifically includes following steps：
S41：The quantity of adjustment concurrent request, and detect the described impacted property of the server
Can index.
For example, impacted performance indications are socket connection numbers, then constantly adjust simultaneously
The quantity of request is sent out, while detecting socket connection numbers.
S42：When the impacted performance indications are reached the limit values, stop pressure detecting, and
Result of the quantity of output concurrent request now as stress test.
For example, find that concurrent unit number is further added by after repeatedly adjustment, but tested system
The process number of request per second of system A is not further added by after reaching 10000, system under test (SUT) socket connections
Number also no longer increases, and illustrates that at this moment system under test (SUT) reaches a performance boundary.Stress test stops,
And the result of output pressure test.
As can be seen here, the present embodiment can be adaptively adjusted simultaneously based on the monitor in real time of performance indications
The quantity of request is sent out, so as to test the pressure of system.The method testing efficiency is high, and
Without the need for manually operating.
Fig. 3 shows a kind of device of self-adaptive pressure test that the embodiment of the disclosure one is provided
Structural representation, as shown in figure 3, the device includes request Concurrency unit 301, performance detection list
Unit 302, model sets up unit 303 and pressure adjustment unit 304.Wherein：
Request Concurrency unit 301, for asking to the concurrent predetermined number of server in system under test (SUT)
Ask；
Performance detection unit 302, for detecting multiple performance indications of the server；
Model sets up unit 303, for according to the quantity of the request and the performance indications, building
The Load Test Model of vertical system under test (SUT)；
Pressure adjustment unit 304, according to the adjustment of the Load Test Model of the system under test (SUT) simultaneously
The quantity of request is sent out, until the pressure of the system under test (SUT) is reached the limit values, and is exported now
The quantity of concurrent request is used as pressure testing results.
In the present embodiment, the plurality of performance indications include：CPU idleness, EMS memory occupation number,
Request processing speed and server socket connections.
In the present embodiment, the model sets up unit 303, is used for：
The quantity of the request is adjusted, and detects the plurality of performance indications, obtained the plurality of
Impacted performance indications in performance indications；
Set up tested according to the relation between the impacted performance indications and the quantity of the request
The Load Test Model of system.
In the present embodiment, the pressure adjustment unit 304 is used for：
The quantity of adjustment concurrent request, and detect that the described impacted performance of the server refers to
Mark；
When the impacted performance indications are reached the limit values, stop pressure detecting, and export
Result of the quantity of concurrent request now as stress test.
In the present embodiment, the device also includes input block, is used for：
The address of the server being input in the system under test (SUT) and stress test script；
Wherein, the stress test script is used to be sent to the system under test (SUT) and asks.
For device embodiment, due to itself and embodiment of the method basic simlarity, so description
It is fairly simple, related part is illustrated referring to the part of embodiment of the method.
It should be noted that in all parts of the system of the disclosure, to be realized according to it
Function and logical partitioning has been carried out to part therein, but, the disclosure is not only restricted to this, can
As needed all parts are repartitioned or be combined, for example, can be by some portions
Part is combined as single part, or some parts can be further broken into into more subassemblies.
The all parts embodiment of the disclosure can be realized with hardware, either with one or many
The software module run on individual processor is realized, or is realized with combinations thereof.This area
It will be appreciated by the skilled person that can in practice using microprocessor or digital signal processor
(DSP) to realize the system according to the embodiment of the present disclosure in some or all parts some
Or repertoire.The disclosure be also implemented as perform method as described herein one
Partly or completely equipment or program of device (for example, computer program and computer program
Product).Such program for realizing the disclosure can be stored on a computer-readable medium, or
There can be the form of one or more signal.Such signal can be from internet website
Download is obtained, or is provided on carrier signal, or is provided in any other form.
It should be noted that above-described embodiment is illustrated rather than to the disclosure carrying out to the disclosure
Limit, and those skilled in the art without departing from the scope of the appended claims may be used
Design alternative embodiment.In the claims, should not be by any reference between bracket
Symbol construction is into limitations on claims.Word "comprising" is not excluded the presence of and is not listed in right
Element or step in requirement.Word "a" or "an" before element is not excluded for
There are multiple such elements.The disclosure can be by means of the hardware for including some different elements
And by means of properly programmed computer realizing.If listing the unit right of equipment for drying
In requirement, several in these devices can be embodied by same hardware branch.
The use of word first, second, and third does not indicate that any order.Can be by these words
It is construed to title.
Embodiment of above is only suitable to illustrate the disclosure that and restriction not of this disclosure is relevant
The those of ordinary skill of technical field, in the case of without departing from spirit and scope of the present disclosure,
Can also make a variety of changes and modification, therefore the technical scheme of all equivalents falls within the disclosure
Category, the scope of patent protection of the disclosure should be defined by the claims.
Claims (10)
1. a kind of method that self-adaptive pressure is tested, it is characterised in that the method includes：
To the request of the concurrent predetermined number of server in system under test (SUT)；
Detect multiple performance indications of the server；
According to the quantity and the performance indications of the request, the stress test of system under test (SUT) is set up
Model；
The quantity of the concurrent request is adjusted according to the Load Test Model of the system under test (SUT), directly
Pressure to the system under test (SUT) is reached the limit values, and exports the quantity work of concurrent request now
For pressure testing results.
2. method according to claim 1, it is characterised in that the plurality of performance indications
Including：CPU idleness, EMS memory occupation number, request processing speed and server socket connections.
3. method according to claim 1, it is characterised in that described according to the request
Quantity and the performance indications, set up the Load Test Model of system under test (SUT), including：
The quantity of the request is adjusted, and detects the plurality of performance indications, obtained the plurality of
Impacted performance indications in performance indications；
According to the relation between the impacted performance indications and the quantity of the request, quilt is set up
The Load Test Model of examining system.
4. method according to claim 1, it is characterised in that described according to described tested
The Load Test Model of system adjusts the quantity of the concurrent request, until the system under test (SUT)
Pressure is reached the limit values, and output pressure test result, including：
The quantity of adjustment concurrent request, and detect that the described impacted performance of the server refers to
Mark；
When the impacted performance indications are reached the limit values, stop pressure detecting, and export
Result of the quantity of concurrent request now as stress test.
5. method according to claim 1, it is characterised in that described in system under test (SUT)
The concurrent predetermined number of server request before, the method also includes：
The address of the server being input in the system under test (SUT) and stress test script；
Wherein, the stress test script is used to be sent to the system under test (SUT) and asks.
6. the device that a kind of self-adaptive pressure is tested, it is characterised in that the device includes：
Request Concurrency unit, for the request of the concurrent predetermined number of server in system under test (SUT)；
Performance detection unit, for detecting multiple performance indications of the server；
Model sets up unit, for according to the quantity of the request and the performance indications, setting up
The Load Test Model of system under test (SUT)；
Pressure adjustment unit, it is described concurrent according to the adjustment of the Load Test Model of the system under test (SUT)
The quantity of request, until the pressure of the system under test (SUT) is reached the limit values, and export now and
The quantity of request is sent out as pressure testing results.
7. device according to claim 6, it is characterised in that the plurality of performance indications
Including：CPU idleness, EMS memory occupation number, request processing speed and server socket connections.
8. device according to claim 6, it is characterised in that the model sets up unit,
For：
The quantity of the request is adjusted, and detects the plurality of performance indications, obtained the plurality of
Impacted performance indications in performance indications；
According to the relation between the impacted performance indications and the quantity of the request, quilt is set up
The Load Test Model of examining system.
9. device according to claim 6, it is characterised in that the pressure adjustment unit,
For：
The quantity of adjustment concurrent request, and detect that the described impacted performance of the server refers to
Mark；
When the impacted performance indications are reached the limit values, stop pressure detecting, and export
Result of the quantity of concurrent request now as stress test.
10. device according to claim 6, it is characterised in that the device also includes：
Input block, is used for：
The address of the server being input in the system under test (SUT) and stress test script；
Wherein, the stress test script is used to be sent to the system under test (SUT) and asks.
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