CN108880947A - The test method and device of one kind of multiple service request concurrencies - Google Patents
The test method and device of one kind of multiple service request concurrencies Download PDFInfo
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- CN108880947A CN108880947A CN201810903030.1A CN201810903030A CN108880947A CN 108880947 A CN108880947 A CN 108880947A CN 201810903030 A CN201810903030 A CN 201810903030A CN 108880947 A CN108880947 A CN 108880947A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/50—Testing arrangements
Abstract
This application discloses the test methods and device of one kind of multiple service request concurrencies.The program is based on preset first matrix and the second matrix using matrix multiplication algorithm, obtain include the 4th matrix of the first quantity third matrix；Each 4th matrix is obtained by a thread process, and thread is for handling a kind of service request；Obtain the corresponding source port of the affiliated thread of each 4th matrix；Based on the corresponding source port of each 4th matrix, a kind of corresponding service request of each 4th matrix and the corresponding user of source port are obtained；According to the corresponding service request of the 4th matrix of the first quantity and the corresponding user of source port, generate the test report of multiple business request Concurrency test, test report includes the corresponding number of users of service request of the service request and the first quantity of the first quantity of concurrency test, the test method solves the multiple business request for test that can not currently emulate multi-user, and the problem of can not test multiple business request Concurrency.
Description
Technical field
This application involves field of computer technology more particularly to the test methods and dress of one kind of multiple service request concurrencies
It sets.
Background technique
Data transmission in network transmission has high bandwidth, the characteristic of low latency.Bandwidth is generated in transmission in order to prevent, is lost
The abnormal conditions such as packet, delay, need to test data transmission performance, i.e., bandwidth, packet loss, delay etc. in test data transmission
Abnormal conditions probability of occurrence.
The performance test of data transmission can access (Remote using remote direct data in existing network transmission
Direct Memory Access, RDMA) technology.Using in RDMA performance test, generally built using Mellanox driving
Communications protocol (Message Passing Interface, MPI) business platform across language, every time test carry out single thread,
The wide testing standard of single user, filled band.
However, test multiple services for multi-user, then need to increase the quantity of additional client and server, but not
It is able to achieve the concurrency test of multi-user, i.e., current scheme needs to consume more multiserver, while lacking concurrency test, leads
Cause bandwidth during multi-user's multi-service concurrent data transfer, delay, packet loss abnormal conditions that can not check, can not validity measure
Carry out actual test result.Wherein, concurrency refers to that two or more events occur in same time interval.
Summary of the invention
The embodiment of the present application provides the test method and device of one kind of multiple service request concurrencies, for realizing to a variety of
The data transmission test of service request concurrency.
In a first aspect, providing the test method of one kind of multiple service request concurrencies, this method may include：
Third matrix is obtained, wherein described using matrix multiplication algorithm based on preset first matrix and the second matrix
Third matrix includes the 4th matrix of the first quantity, and each 4th matrix is obtained by a thread process, the line
Journey is all larger than preset threshold for handling a kind of service request, the line number and columns of first matrix and second matrix；
Obtain the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity；
Based on the corresponding source port of each 4th matrix, obtains the corresponding business of each 4th matrix and ask
Sum the corresponding user of the source port；
According to the corresponding service request of the 4th matrix of first quantity and the corresponding user of the source port, generate more
The test report of kind of service request concurrency test, test report include the service request and the of the first quantity of concurrency test
The corresponding number of users of the service request of one quantity, to realize the concurrency test of the service request of the first quantity.
In an optional realization, obtained based on preset first matrix and the second matrix using matrix multiplication algorithm
Before third matrix, this method further includes：
Start the thread of the first quantity, the 4th matrix of first quantity is that the thread of first quantity will be preset
What the first matrix and the second matrix were obtained using matrix multiplication algorithm.
In an optional realization, obtained based on preset first matrix and the second matrix using matrix multiplication algorithm
Third matrix, the third matrix include the 4th matrix of the first quantity, including：
The institute of first matrix is obtained using matrix algorithm is divided equally to first matrix and second matrix respectively
State the sub-matrix of the sub-matrix of the first quantity and the first quantity of second matrix；
Call the thread of first quantity respectively will be in row sub-matrix every in first matrix and second matrix
Each column sub-matrix is multiplied, and obtains the 4th matrix of first quantity.
In an optional realization, it is corresponding to obtain the affiliated thread of each 4th matrix in the 4th matrix of the first quantity
Port information, including：
The 4th matrix on each thread is polymerize using Matrix Calculating and algorithm, it is logical based on each cross-thread
Letter obtains the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity.
In an optional realization, when the test report of multiple business request Concurrency test further includes that test starts
Between；
Before the test report for generating the test of multiple business request Concurrency, this method can also include：
Obtain the generation time of third matrix；
Generation time and test time started based on the third matrix obtain multiple business using time difference operation
The runing time of request Concurrency test.
Second aspect provides a kind of test device, the apparatus may include：Arithmetic element, acquiring unit and generation are single
Member；
The arithmetic element using matrix multiplication algorithm, obtains for being based on preset first matrix and the second matrix
Three matrixes, wherein third matrix includes the 4th matrix of the first quantity, and each 4th matrix indicates every kind of service request, and every kind
Service request is by a thread process, and thread is for handling a kind of service request, the line number and column of the first matrix and the second matrix
Number is all larger than preset threshold；
The acquiring unit, the corresponding source of the affiliated thread of each 4th matrix in the 4th matrix for obtaining the first quantity
Port；Based on the corresponding source port of each 4th matrix, the corresponding service request of each 4th matrix is obtained
User corresponding with the source port；
The generation unit, for according to the corresponding service request of the 4th matrix of first quantity and the source port
Corresponding user generates the test report of multiple business request Concurrency test, and the test report includes what concurrency was tested
The corresponding number of users of the service request of the service request of first quantity and the first quantity.
In an optional realization, which further includes start unit；
The start unit, for being based on preset first matrix and the second matrix in the arithmetic element, using matrix
Multiplication algorithm before obtaining third matrix, starts the thread of the first quantity, the 4th matrix of first quantity is described first
The thread of quantity obtains preset first matrix and the second matrix using matrix multiplication algorithm.
In an optional realization, the arithmetic element is specifically used for respectively to the first matrix and second matrix
Using respectively matrix algorithm, the sub-matrix of the sub-matrix of the first quantity of the first matrix and the first quantity of the second matrix is obtained；
It calls the thread of the first quantity that row sub-matrix every in the first matrix is multiplied with each column sub-matrix in the second matrix respectively, obtains
4th matrix of one quantity.
One it is optional realize, acquiring unit, specifically for using Matrix Calculating and algorithm to the on each thread
Four matrixes are polymerize, and based on the communication of each cross-thread, obtain each 4th matrix in the 4th matrix of the first quantity
The corresponding source port of affiliated thread.
In an optional realization, the test report of the multiple business request Concurrency test further includes that test starts
Time；
The acquiring unit, also particularly useful for the generation time for obtaining third matrix；
Generation time and the test time started based on third matrix obtain a variety of industry using time difference operation
The runing time of business request Concurrency test.
The third aspect provides a kind of electronic equipment, which includes processor, communication interface, memory and lead to
Believe bus, wherein processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes any side in above-mentioned first aspect
Method step.
Fourth aspect provides a kind of computer readable storage medium, and meter is stored in the computer readable storage medium
Calculation machine program, the computer program realize any method and step in above-mentioned first aspect when being executed by processor.
The technical solution is to obtain third square using matrix multiplication algorithm based on preset first matrix and the second matrix
Battle array, third matrix includes the 4th matrix of the first quantity, wherein and each 4th matrix is obtained by a thread process, the
The line number and columns of one matrix and the second matrix are all larger than preset threshold；Obtain each 4th square in the 4th matrix of the first quantity
The corresponding source port of thread belonging to battle array；Based on the 4th matrix and source port, obtain the corresponding service request of each 4th matrix and
The corresponding user of each source port, later according to the corresponding service request of the 4th matrix and the corresponding use of source port of the first quantity
Family, generates the test report of multiple business request Concurrency test, and test report includes the industry of the first quantity of concurrency test
Number of users corresponding with the service request of the first quantity is requested in business, which solves and can not currently emulate multi-user's
Multiple business request for test, and can not to multiple business request Concurrency test the problem of.
Detailed description of the invention
Fig. 1 is the flow diagram of one kind of multiple service request concurrency test methods provided in an embodiment of the present invention；
Fig. 2 is a kind of structural schematic diagram of test device provided in an embodiment of the present invention；
Fig. 3 is the structural schematic diagram of a kind of electronic equipment provided in an embodiment of the present invention.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation description, it is clear that described embodiment is only some embodiments of the present application, is not whole embodiments.Based on this
Apply for embodiment, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall in the protection scope of this application.
The test method of multiple business request Concurrency provided in an embodiment of the present invention applies the rdma protocol in server
Under data transmission procedure in.Accuracy in order to ensure the test results, server need to have stronger computing capability.
The server can provide the test method test platform and test environment.The test platform requirement of the test method
Server installs Mellanox network card adapter, such asEx(VPI,IB,EN)(firmware:fw-
ConnectX5)、(VPI,IB,EN)(firmware:Fw-ConnectX5) orLx
(EN)(firmware:Fw-ConnectX4Lx) etc..The disk size of the test environmental requirement server of the test method is at least
It can be that device identification (device IDs), the operating system of newest Mellanox is for specified operation for 1GB, device identification
System, such as (SuSE) Linux OS and installation permission.
The test method of the application can apply data communication network (Data Communication Network,
DCN it in the RDMA data transmission network in), also can be applied in the TCP data transmission network of other application agreement.
Below to apply the RDMA data in data communication network (Data Communication Network, DCN)
It is illustrated in transmission network.The test method of the application is utilized by the five-tuple data structure created based on RDMA
Matrix multiplication (Parallel Matrix Multiplication) algorithm realizes concurrent test, obtains test report, passes through
The port match quantity of source port and destination port in the data structure of RDMA is obtained, solving can not currently emulate multi-user's
The limitation of multiple business request for test, and the problem of can not test multiple business request Concurrency, test report is for remembering
The performance indicator of the multiple business request of server process concurrency is recorded, performance indicator may include that processing multiple business is requested
Network delay, bandwidth, number of users etc..
Preferred embodiment of the present application is illustrated below in conjunction with Figure of description, it should be understood that described herein
Preferred embodiment only for the purpose of illustrating and explaining the present invention and is not intended to limit the present invention, and in the absence of conflict, this Shen
Please in embodiment and embodiment in feature can be combined with each other.
Fig. 1 is the flow diagram of one kind of multiple service request concurrency test methods provided in an embodiment of the present invention.Such as
Shown in Fig. 1, this method may include：
Step 110 obtains third matrix using matrix multiplication algorithm based on preset first matrix and the second matrix, the
Three matrixes include the 4th matrix of the first quantity.
First quantity is preset quantity.
Before executing the step, receive the service request of MPI test, according in service request port and IP address etc.
Information, creates the data structure of five-tuple, and five-tuple includes source port, destination port, source IP address, purpose IP address, agreement
Five kinds of information.
The line number and columns of preset first matrix and the second matrix are all larger than preset threshold, and the first matrix column number and
The line number of second matrix is identical or the line number of the first matrix is identical as the second matrix column number.For example, A matrix is the square of M*N
Battle array, M and N are all larger than preset threshold 3000.B matrix is the matrix of N*K, and K and N are all larger than preset threshold 3000.M, N and K are
Positive integer greater than zero.
It should be noted that the element in the first matrix and the second matrix is random number.
Later, start the thread of the first quantity, per thread is used for handling a kind of service request, the thread of the first quantity
In preset first matrix and the second matrix are obtained the 4th matrix of the first quantity using matrix multiplication algorithm.Respectively to
One matrix and the second matrix are using dividing equally matrix algorithm, the first matrix after obtaining respectively and the second matrix after dividing equally；Each
4th matrix is obtained by a thread process.The first matrix after respectively and the second matrix after dividing equally include the first number
The sub-matrix of amount.This is divided equally matrix algorithm and is used for the equal equal part of the row and column of matrix, i.e. the row and column of matrix can be divided evenly,
To obtain sub-matrix.
For example, the A matrix of M*N and the B matrix of N*K, using respectively matrix algorithm, A matrix after obtaining respectively and divide equally
B matrix afterwards；A matrix after respectively includes the sub-matrix A of the first quantity of A matrix11-Apk, respectively after B matrix include B square
The sub-matrix B of first quantity of battle array11-Bkq, can be expressed as：
The sub-matrix of first quantity of the sub-matrix and the second matrix of the first quantity based on the first matrix calls the first number
Default multiplying is respectively adopted in the thread of amount, by row sub-matrix every in the first matrix and each column sub-matrix phase in the second matrix
Multiply, obtains the 4th matrix of the first quantity, the i.e. multiplication of each sub-matrix of each sub-matrix and the second matrix of the first matrix
Operation is carried out by a thread, the corresponding thread of each 4th matrix, since per thread handles a kind of service request, thus it is every
A 4th matrix corresponds to a kind of service request.
Specially：Row sub-matrix every in first matrix is multiplied with each column sub-matrix in the second matrix, obtains the first quantity
The 4th matrix.For example, by the first row (A in the A matrix after dividing equally11 A12 ... A1k) with divide equally after B matrix in the
One column (B11 B21 ... Bk1) be multiplied, obtain first c matrix：And so on,Obtain the c matrix of the first quantity.
Optionally, when generating the c matrix of the first quantity, the generation time of the c matrix of available first quantity.
Step 120 obtains the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity.
The 4th matrix on each thread is polymerize using Matrix Calculating and algorithm, obtains third matrix, third matrix
The 4th matrix including the first quantity.In the course of the polymerization process, the communication based on each cross-thread, available each 4th matrix
The corresponding source port of place thread and destination port, obtain corresponding five-tuple.
Step 130, based on the corresponding source port of each 4th matrix, obtain a kind of corresponding industry of each 4th matrix
User corresponding with source port is requested in business.
It, can be with based on the port match information of thread corresponding source port and corresponding destination port where each 4th matrix
Obtain port match quantity, wherein when two threads correspond to identical source port, and identical source port corresponds to different destination ports
When, the port match information of two threads is different；When two threads correspond to different source ports, and different source ports corresponds to phase
With destination port when, the port match information of two threads is different.The corresponding user for issuing service request of the quantity of source port
Quantity.By the variation of source port and destination port in port match information, different five-tuples is obtained, wherein different five
The port information that tuple includes is different.
The source port corresponding according to each 4th matrix as a result, the corresponding one kind of available each 4th matrix
Service request and the corresponding user of source port.
Step 140, according to the corresponding service request of the 4th matrix of the first quantity and the corresponding user of source port, generate more
The test report of kind service request concurrency test.
Based on a kind of corresponding service request of each 4th matrix, corresponding first quantity of the 4th matrix of the first quantity is obtained
Business request, user is corresponded to based on the corresponding source port of the affiliated thread of each 4th matrix, obtains the 4th matrix of the first quantity
Corresponding number of users.Later, the test report of multiple business request Concurrency test is generated, test report includes that concurrency is surveyed
The corresponding number of users of service request of the service request and the first quantity of first quantity of examination.
As it can be seen that this method passes through the 4th matrix for testing whether energy the first quantity of parallel generation, the first quantity industry is realized
The concurrent testing of business request.
Optionally, the test time started is obtained.
Before the test report for generating the test of multiple business request Concurrency, the generation time of third matrix is obtained, i.e.,
The generation time of the c matrix of first quantity.
The 4th matrix, the corresponding user of source port, the generation time of third matrix and test based on the first quantity start
Time generates the test report of multiple business request Concurrency test, and test report includes the first number of concurrency test at this time
The runing time of the corresponding number of users of service request and the concurrency test of the service request quantity and the first quantity of amount,
It is thus achieved that the concurrency of the service request of the first quantity is tested.Wherein, which is the generation based on third matrix
It time and test time started, is obtained using time difference.
Further, runing time and test time started based on each service request can using time difference operation
To obtain the network delay of each service request.
The test method of the above embodiment of the present invention is being based on preset first matrix and the second matrix, using matrix multiplication
Algorithm, obtains third matrix, and third matrix includes the 4th matrix of the first quantity, wherein each 4th matrix is by a line
What journey was handled, the line number and columns of the first matrix and the second matrix are all larger than preset threshold；Obtain the 4th of the first quantity
The corresponding source port of the affiliated thread of each 4th matrix in matrix；The corresponding service request of the 4th matrix based on the first quantity and
The corresponding user of source port, generates the test report of multiple business request Concurrency test, and test report includes concurrency test
The first quantity service request and the first quantity the corresponding number of users of service request, which solves current nothing
Method emulate multi-user multiple business request for test, and can not to multiple business request Concurrency test the problem of.
Corresponding with the above method, the embodiment of the present invention also provides a kind of test device, as shown in Fig. 2, the test device
May include：Arithmetic element 210, acquiring unit 220 and generation unit 230.
Arithmetic element 210 using matrix multiplication algorithm, obtains for being based on preset first matrix and the second matrix
Three matrixes, wherein third matrix includes the 4th matrix of the first quantity, and each 4th matrix is obtained by a thread process
, for the thread for handling a kind of service request, the line number and columns of the first matrix and the second matrix are all larger than preset threshold；
Acquiring unit 220, the corresponding source of the affiliated thread of each 4th matrix in the 4th matrix for obtaining the first quantity
Port；Based on the corresponding source port of each 4th matrix, the corresponding service request of each 4th matrix and the source are obtained
The corresponding user of mouth；
Generation unit 230, for the corresponding service request of the 4th matrix and the corresponding use of source port according to the first quantity
Family, generate multiple business request Concurrency test test report, test report include concurrency test the first quantity and
The corresponding number of users of service request of the service request quantity and the first quantity of the test of hair property, to realize the business of the first quantity
The concurrency of request is tested.
Optionally, described device further includes start unit 240；
Start unit 240, for being based on preset first matrix and the second matrix in arithmetic element 210, using Matrix Multiplication
Method algorithm before obtaining third matrix, starts the thread of the first quantity, the 4th matrix of the first quantity is the thread of the first quantity
Preset first matrix and the second matrix are obtained using matrix multiplication algorithm.
Optionally, arithmetic element 210, are specifically used for respectively to the first matrix and the second matrix, using respectively matrix algorithm,
Obtain the sub-matrix of the sub-matrix of the first quantity of the first matrix and the first quantity of the second matrix；Call the thread of the first quantity
Row sub-matrix every in the first matrix is multiplied with each column sub-matrix in the second matrix respectively, obtains the 4th matrix of the first quantity.
Optionally, acquiring unit 220, specifically for being carried out using Matrix Calculating and algorithm to the 4th matrix on each thread
Polymerization obtains the affiliated thread pair of each 4th matrix in the 4th matrix of the first quantity based on the communication of each cross-thread
The source port answered.
Optionally, the test report of multiple business request Concurrency test further includes the test time started；
Acquiring unit 220, also particularly useful for the generation time for obtaining third matrix；Generation time based on third matrix and
The time started is tested, using time difference operation, obtains kind of a runing time for service request concurrency test.
The test device of the above embodiment of the present invention is being based on preset first matrix and the second matrix, using matrix multiplication
Algorithm, obtains third matrix, and third matrix includes the 4th matrix of the first quantity, the line number and column of the first matrix and the second matrix
Number is all larger than preset threshold；Obtain the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity；Base
The 4th matrix, the corresponding source port of the affiliated thread of each 4th matrix in the first quantity generate multiple business request Concurrency
The test report of test, test report include the service request of the first quantity of concurrency test and the service request of the first quantity
Corresponding number of users, the test method solve the multiple business request for test that can not currently emulate multi-user, and can not
The problem of to the test of multiple business request Concurrency.
The embodiment of the invention also provides a kind of electronic equipment, as shown in figure 3, include processor 310, communication interface 320,
Memory 330 and communication bus 340, wherein processor 310, communication interface 320, memory 330 are complete by communication bus 340
At mutual communication.
Memory 330, for storing computer program；
Processor 310 when for executing the program stored on memory 330, realizes following steps：
Third matrix is obtained, wherein third using matrix multiplication algorithm based on preset first matrix and the second matrix
Matrix includes the 4th matrix of the first quantity, and each 4th matrix is obtained by a thread process, and the thread is for locating
A kind of service request is managed, the line number and columns of the first matrix and the second matrix are all larger than preset threshold；
Obtain the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity；
Based on the corresponding source port of each 4th matrix, obtain the corresponding service request of each 4th matrix and
The corresponding user of the source port；
According to the corresponding service request of the 4th matrix of the first quantity and the corresponding user of source port, generates multiple business and ask
The test report for asking concurrency to test, test report include the service request of the concurrency test of the first quantity of concurrency test
The corresponding number of users of the service request of quantity and the first quantity, to realize the concurrency test of the service request of the first quantity.
Optionally, preset first matrix and the second matrix are based on, using matrix multiplication algorithm, obtain third matrix it
Before, start the thread of the first quantity, the 4th matrix of the first quantity is the thread of the first quantity by preset first matrix and the
Two matrixes obtain the 4th matrix of the first quantity using matrix multiplication algorithm.
Optionally, third matrix is obtained using matrix multiplication algorithm based on preset first matrix and the second matrix, wrapped
It includes：
Respectively to the first matrix and the second matrix using matrix algorithm is divided equally, obtain the first quantity of the first matrix divides square
The sub-matrix of battle array and the first quantity of the second matrix；
Call the thread of the first quantity respectively by row sub-matrix every in the first matrix and each column sub-matrix phase in the second matrix
Multiply, obtains the 4th matrix of the first quantity.
Optionally, the corresponding port information of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity, packet are obtained
It includes：
The 4th matrix on each thread is polymerize using Matrix Calculating and algorithm, based on the communication of each cross-thread,
Obtain the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of the first quantity.
Optionally, the test report of multiple business request Concurrency test further includes the test time started；
Before the test information for generating the test of multiple business request Concurrency, the generation time of third matrix is obtained；
Generation time and test time started based on the third matrix obtain multiple business using time difference operation
The runing time of request Concurrency test.
Communication bus mentioned above can be Peripheral Component Interconnect standard (Peripheral Component
Interconnect, PCI) bus or expanding the industrial standard structure (Extended Industry Standard
Architecture, EISA) bus etc..The communication bus can be divided into address bus, data/address bus, control bus etc..For just
It is only indicated with a thick line in expression, figure, it is not intended that an only bus or a type of bus.
Communication interface is for the communication between above-mentioned electronic equipment and other equipment.
Memory may include random access memory (Random Access Memory, RAM), also may include non-easy
The property lost memory (Non-Volatile Memory, NVM), for example, at least a magnetic disk storage.Optionally, memory may be used also
To be storage device that at least one is located remotely from aforementioned processor.
Above-mentioned processor can be general processor, including central processing unit (Central Processing Unit,
CPU), network processing unit (Network Processor, NP) etc.；It can also be digital signal processor (Digital Signal
Processing, DSP), it is specific integrated circuit (Application Specific Integrated Circuit, ASIC), existing
It is field programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic device, discrete
Door or transistor logic, discrete hardware components.
The embodiment and beneficial effect solved the problems, such as due to each device of electronic equipment in above-described embodiment can join
Each step in embodiment as shown in Figure 1 realizes, therefore, the specific works mistake of electronic equipment provided in an embodiment of the present invention
Journey and beneficial effect, do not repeat again herein.
In another embodiment provided by the invention, a kind of computer readable storage medium is additionally provided, which can
It reads to be stored with instruction in storage medium, when run on a computer, so that computer executes any institute in above-described embodiment
The test method stated.
In another embodiment provided by the invention, a kind of computer program product comprising instruction is additionally provided, when it
When running on computers, so that computer executes any test method in above-described embodiment.
It should be understood by those skilled in the art that, the embodiment in the embodiment of the present application can provide as method, system or meter
Calculation machine program product.Therefore, complete hardware embodiment, complete software embodiment can be used in the embodiment of the present application or combine soft
The form of the embodiment of part and hardware aspect.Moreover, being can be used in the embodiment of the present application in one or more wherein includes meter
Computer-usable storage medium (including but not limited to magnetic disk storage, CD-ROM, the optical memory of calculation machine usable program code
Deng) on the form of computer program product implemented.
It is referring to according to the method for embodiment, equipment (system) and calculating in the embodiment of the present application in the embodiment of the present application
The flowchart and/or the block diagram of machine program product describes.It should be understood that can be realized by computer program instructions flow chart and/or
The combination of the process and/or box in each flow and/or block and flowchart and/or the block diagram in block diagram.It can mention
For the processing of these computer program instructions to general purpose computer, special purpose computer, Embedded Processor or other programmable datas
The processor of equipment is to generate a machine, so that being executed by computer or the processor of other programmable data processing devices
Instruction generation refer to for realizing in one or more flows of the flowchart and/or one or more blocks of the block diagram
The device of fixed function.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Although the preferred embodiment in the embodiment of the present application has been described, once a person skilled in the art knows
Basic creative concept, then additional changes and modifications may be made to these embodiments.So appended claims are intended to explain
Being includes preferred embodiment and all change and modification for falling into range in the embodiment of the present application.
Obviously, those skilled in the art embodiment in the embodiment of the present application can be carried out various modification and variations without
It is detached from the spirit and scope of embodiment in the embodiment of the present application.If in this way, in the embodiment of the present application embodiment these modification
Within the scope of belonging in the embodiment of the present application claim and its equivalent technologies with modification, then also it is intended in the embodiment of the present application
It includes these modifications and variations.
Claims (12)
1. the test method of one kind of multiple service request concurrencies, which is characterized in that the method includes：
Third matrix is obtained using matrix multiplication algorithm based on preset first matrix and the second matrix, wherein the third
Matrix includes the 4th matrix of the first quantity, and each 4th matrix is obtained by a thread process, and the thread is used
In handling a kind of service request, the line number and columns of first matrix and second matrix are all larger than preset threshold；
Obtain the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of first quantity；
Based on the corresponding source port of each 4th matrix, obtains a kind of corresponding business of each 4th matrix and ask
Sum the corresponding user of the source port；
According to the corresponding service request of the 4th matrix of first quantity and the corresponding user of the source port, a variety of industry are generated
The test report of business request Concurrency test, the test report include the service request of first quantity of concurrency test
Number of users corresponding with the service request of first quantity.
2. the method as described in claim 1, which is characterized in that preset first matrix and the second matrix are based on, using matrix
Multiplication algorithm, before obtaining third matrix, the method also includes：
Start the thread of the first quantity, the 4th matrix of first quantity is the thread of first quantity by preset first
What matrix and the second matrix were obtained using matrix multiplication algorithm.
3. method according to claim 2, which is characterized in that preset first matrix and the second matrix are based on, using matrix
Multiplication algorithm obtains third matrix, and the third matrix includes the 4th matrix of the first quantity, including：
Respectively to first matrix and second matrix using matrix algorithm is divided equally, described the of first matrix is obtained
The sub-matrix of first quantity of the sub-matrix of one quantity and second matrix；
Call the thread of first quantity respectively by each column in row sub-matrix every in first matrix and second matrix
Sub-matrix is multiplied, and obtains the 4th matrix of first quantity.
4. the method as described in claim 1, which is characterized in that obtain each 4th square in the 4th matrix of first quantity
The corresponding source port of thread belonging to battle array, including：
The 4th matrix on each thread is polymerize using Matrix Calculating and algorithm, based on the communication of each cross-thread,
Obtain the corresponding source port of the affiliated thread of each 4th matrix in the 4th matrix of first quantity.
5. the method as described in claim 1-4 is any, which is characterized in that the test report further includes the test time started,
Before the test report for generating the test of multiple business request Concurrency, the method also includes：
Obtain the generation time of the third matrix；
Generation time and the test time started based on the third matrix are obtained described more using time difference operation
The runing time of kind service request concurrency test.
6. a kind of test device, which is characterized in that described device includes：Arithmetic element, acquiring unit and generation unit；
The arithmetic element, for obtaining third square using matrix multiplication algorithm based on preset first matrix and the second matrix
Battle array, wherein the third matrix includes the 4th matrix of the first quantity, and each 4th matrix is obtained by a thread process
It arrives, for the thread for handling a kind of service request, the line number and columns of first matrix and second matrix are big
In preset threshold；
The acquiring unit, the corresponding source of the affiliated thread of each 4th matrix in the 4th matrix for obtaining first quantity
Port；Based on the corresponding source port of each 4th matrix, the corresponding service request of each 4th matrix is obtained
User corresponding with the source port；
The generation unit, for corresponding according to the corresponding service request of the 4th matrix of first quantity and the source port
User, generate multiple business request Concurrency test test report, the test report include concurrency test it is described
The corresponding number of users of service request of the service request of first quantity and first quantity.
7. device as claimed in claim 6, which is characterized in that described device further includes start unit；
The start unit, for being based on preset first matrix and the second matrix in the arithmetic element, using matrix multiplication
Algorithm before obtaining third matrix, starts the thread of the first quantity, the 4th matrix of first quantity is first quantity
Thread preset first matrix and the second matrix obtained using matrix multiplication algorithm.
8. device as claimed in claim 7, which is characterized in that the arithmetic element is specifically used for respectively to first square
Battle array, using matrix algorithm is divided equally, obtains the sub-matrix of first quantity of first matrix and described with second matrix
The sub-matrix of first quantity of second matrix；Call the thread of first quantity respectively by every row in first matrix
Sub-matrix is multiplied with each column sub-matrix in second matrix, obtains the 4th matrix of first quantity.
9. device as claimed in claim 8, which is characterized in that the acquiring unit is specifically used for using Matrix Calculating and algorithm
The 4th matrix on each thread is polymerize, based on the communication of each cross-thread, obtains the of first quantity
The corresponding source port of the affiliated thread of each 4th matrix in four matrixes.
10. the device as described in claim 6-9 is any, which is characterized in that the test report further includes the test time started；
The acquiring unit, also particularly useful for the generation time for obtaining the third matrix；
Generation time and the test time started based on the third matrix are obtained described more using time difference operation
The runing time of kind service request concurrency test.
11. a kind of electronic equipment, which is characterized in that the electronic equipment includes that processor, communication interface, memory and communication are total
Line, wherein processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes any method and step of claim 1-5.
12. a kind of computer readable storage medium, which is characterized in that be stored with computer in the computer readable storage medium
Program realizes claim 1-5 any method and step when the computer program is executed by processor.
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