CN109660421A - Method, apparatus, server and the storage medium of flexible scheduling resource - Google Patents
Method, apparatus, server and the storage medium of flexible scheduling resource Download PDFInfo
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Classifications
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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
- H04L43/16—Threshold monitoring
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/08—Configuration management of networks or network elements
- H04L41/0893—Assignment of logical groups to network elements
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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
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
Abstract
A kind of method of flexible scheduling resource, comprising: generate pressure test file, wherein the pressure test file includes project to be measured and test case information；Pressure test is executed according to the pressure test file；According to the project to be measured and test case information, the performance data of the test case during the test is acquired；And the performance data is monitored and analyzes, and judge whether that the scalable appearance of elasticity is needed to adjust according to the performance data.The present invention also provides device, server and the storage mediums of a kind of flexible scheduling resource.It is able to carry out quick response storage resilient expansion demand through the invention, carries out scalable resource, safeguards system stable operation in time.
Description
Technical field
The present invention relates to the field of test technology, and in particular to a kind of method, apparatus of flexible scheduling resource, server and deposits
Storage media.
Background technique
At present for financial testing field, or even industry is entirely tested, in the case where high concurrent quotes scene, imperfect bullet
Property scheduling resource solution.Pressure test is usually to test the oncurrent processing ability of system, passes through client
The monitoring situation of response time and server end judges whether system reaches system performance index.Existing pressure test scheme
In, when user, which largely accesses, causes peak flow situation, in order to guarantee the normal operation of business, the content of server can be obtained
With the service conditions such as CPU, server is scheduled or is disposed manually to distribute resource.But in most cases, due to manual
There is the possibility for not having real-time and flexible scheduling in scheduling, can bring the operating condition of unpredictable business and need to resource
The defect for the quick response asked.
Summary of the invention
In view of the foregoing, it is necessary to propose method, apparatus, server and the storage medium of a kind of flexible scheduling resource,
It is able to carry out quick response, timely scalable resource, safeguards system stable operation.
The first aspect of the present invention provides a kind of method of flexible scheduling resource, which comprises
Generate pressure test file, wherein the pressure test file includes project to be measured and test case information；
Pressure test is executed according to the pressure test file；
According to the project to be measured and test case information, the performance number of the test case during the test is acquired
According to；And
The performance data is monitored and analyzed, and is judged whether that the scalable appearance of elasticity is needed to adjust according to the performance data.
Preferably, before executing pressure test according to the pressure test file, the method for the flexible scheduling resource
Further include the steps that configuring production environment and pressure surveys request data.
Preferably, described to judge whether that the method for needing the scalable appearance adjustment of elasticity includes: according to the performance data
Obtain the performance data obtained according to service operation situation and empirical value in actual production upper limit threshold and
Lower threshold；
When the performance data in test process is greater than upper limit threshold, elastic dilatation adjustment is carried out；
When the performance data in test process is less than lower threshold, elastic capacity reducing adjustment is carried out；
When the performance data in test process is more than or equal to the lower threshold and is less than or equal to the upper limit threshold, protect
Hold business normal operation.
Preferably, when the performance data when in test process is greater than the upper limit threshold, elastic dilatation adjustment is carried out
The step of include: the one group of server resource for increasing and being made of primary server and at least one dependent server.
Preferably, described to monitor and include: the step of analyzing the performance data
Using the dependent server as from node, the corresponding primary server of the dependent server is as host node；
The performance data and idling-resource letter for periodically sending the dependent server to the host node from node
Breath.
Preferably, the step of needing elastic scalable appearance adjustment, is judged whether according to the performance data further include: according to institute
The idling-resource for stating performance data and the slave node obtained is screened from node.
Preferably, when the performance data in test process is greater than the upper limit threshold, retain idle central processor CPU
Number be greater than or equal to actual production in business execute needed for central processor CPU number and the memory of free time money
Source is greater than or equal to the slave node that business in actual production executes required memory source；
When the performance data in test process is less than the lower threshold, the central processor CPU of free time is deleted
It is small that number is less than the number of central processor CPU needed for business execution and/or the memory source of the free time in actual production
The slave node of memory source needed for business executes in actual production.
The second aspect of the present invention provides a kind of device of flexible scheduling resource, and described device includes:
Press module, for generating pressure test file, wherein the pressure test file includes project to be measured and test
Example information；
Execution module, for executing pressure test according to the pressure test file；
Data acquisition module, for acquiring the test case and surveying according to the project to be measured and test case information
Performance data during examination；And
Monitoring module judges whether to need bullet for monitoring and analyzing the performance data, and according to the performance data
Property the adjustment of scalable appearance.
The third aspect of the present invention provides a kind of server, and the server includes processor and memory, the processing
The method that device is used to realize the flexible scheduling resource when executing the computer program stored in the memory.
The fourth aspect of the present invention provides a kind of computer readable storage medium, deposits on the computer readable storage medium
Contain computer program, the computer program realizes flexible scheduling resource method when being executed by processor.
Method, apparatus, server and the storage medium of flexible scheduling resource of the present invention, the method includes generating
Pressure test file, wherein the pressure test file includes project to be measured and test case information；According to the pressure test
File executes pressure test；According to the project to be measured and test case information, the test case is acquired during the test
Performance data；And the performance data is monitored and analyzes, and judge whether to need the scalable appearance of elasticity according to the performance data
Adjustment.Realization carries out scalable appearance automatically, has very strong practicability and scalability.For burst service peak and burst flow energy
It is enough to be coped with well, ensure that business operates normally, that is to say, that can for peak flow and it is how concurrent situations such as occur
When, carry out quick response, timely scalable resource, safeguards system stable operation.Reduction system is because of high concurrent, high flow capacity or burst flow
Service disconnection caused by amount.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 is the application environment architecture diagram for the method for flexible scheduling resource that the embodiment of the present invention one provides.
Fig. 2 is the flow chart of the method for flexible scheduling resource provided by Embodiment 2 of the present invention.
Fig. 3 is the function mould in the device preferred embodiment for the flexible scheduling resource of the present invention that the embodiment of the present invention three provides
Block figure.
Fig. 4 is the schematic diagram for the server that the embodiment of the present invention four provides.
The present invention that the following detailed description will be further explained with reference to the above drawings.
Specific embodiment
To better understand the objects, features and advantages of the present invention, with reference to the accompanying drawing and specific real
Applying example, the present invention will be described in detail.It should be noted that in the absence of conflict, the embodiment of the present invention and embodiment
In feature can be combined with each other.
In the following description, numerous specific details are set forth in order to facilitate a full understanding of the present invention, described embodiment is only
It is only a part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, ordinary skill
Personnel's every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
Unless otherwise defined, all technical and scientific terms used herein and belong to technical field of the invention
The normally understood meaning of technical staff is identical.Term as used herein in the specification of the present invention is intended merely to description tool
The purpose of the embodiment of body, it is not intended that in the limitation present invention.
Description and claims of this specification and term " first " in above-mentioned attached drawing, " second " and " third " etc. are
For distinguishing different objects, not for description particular order.In addition, term " includes " and their any deformations, it is intended that
Non-exclusive include in covering.Such as the process, method, system, product or equipment for containing a series of steps or units do not have
It is defined in listed step or unit, but optionally further comprising the step of not listing or unit, or optionally further comprising
For the intrinsic other step or units of these process, methods, product or equipment.
The method of the flexible scheduling resource of the embodiment of the present invention is applied by N group server and by network and the N group
In the hardware environment that the client that server is attached is constituted.One group in the N group server includes a main service
Device (master) and at least one dependent server (slave) for being subordinated to the primary server.The network includes but unlimited
In: wide area network, Metropolitan Area Network (MAN) or local area network.The method of the flexible scheduling resource of the embodiment of the present invention can be executed by server,
It can also be executed by client；It can also be and executed jointly by server and client side.
The server for needing to carry out the method for flexible scheduling resource can directly collect cost hair on the server
The function of flexible scheduling resource provided by bright method, or installation is for realizing the client of method of the invention.For another example,
Method provided by the present invention can also be in the form of Software Development Kit (Software Development Kit, SDK)
It operates in the equipment such as server, the interface of flexible scheduling resource function is provided in the form of SDK, server or other equipment are logical
Crossing the interface provided can be realized flexible scheduling resource function.
Embodiment one
As shown in fig.1, the application environment frame of the method for flexible scheduling resource provided for the embodiment of the present invention one
Composition.
The method of flexible scheduling resource of the invention is applied in the environment of client 1 and the composition of server 2.The service
It is communicated to connect between device 2 and client 1 by wired or wireless network.The cable network can appointing for traditional wire communication
What type, such as internet, local area network.Any type that the wireless network can communicate for conventional wireless, such as radio,
Wireless Fidelity (Wireless Fidelity, WIFI), honeycomb, satellite, broadcast etc..Wireless communication technique may include, but unlimited
In global system for mobile communications (Global System for Mobile Communications, GSM), general grouped wireless
Business (General Packet Radio Service, GPRS), CDMA (Code Division Multiple
Access, CDMA), wideband code division multiple access (W-CDMA), CDMA2000, IMT single carrier (IMT Single Carrier), enhancing
Type data rate GSM evolution (Enhanced Data Rates for GSM Evolution, EDGE), Long Term Evolution
(Long-Term Evolution, LTE), senior long term evolution technology, time-division Long Term Evolution (Time-Division
LTE, TD-LTE), the 5th third-generation mobile communication technology (5G), high performance radio local area network (High Performance Radio
Local Area Network, HiperLAN), high performance radio wide area network (High Performance Radio Wide
Area Network, HiperWAN), local multiple spot distribute business (Local Multipoint Distribution
Service, LMDS), full micro-wave access global inter communication (Worldwide Interoperability for Microwave
Access, WiMAX), ZigBee protocol (ZigBee), bluetooth, orthogonal frequency division multiplexi (Flash Orthogonal
Frequency-Division Multiplexing, Flash-OFDM), large capacity space-division multiple access (High Capacity
Spatial Division Multiple Access, HC-SDMA), Universal Mobile Telecommunications System (Universal Mobile
Telecommunications System, UMTS), Universal Mobile Telecommunications System time division duplex (UMTS Time-Division
Duplexing, UMTS-TDD), evolved high-speed packet access (Evolved High Speed Packet Access, HSPA
+), TD SDMA (Time Division Synchronous Code Division Multiple Access,
TD-SCDMA), evolution data optimization (Evolution-Data Optimized, EV-DO), Digital Enhanced Cordless Communications
(Digital Enhanced Cordless Telecommunications, DECT) and other.
The client 1 may include personal computer (Personal Computer, PC), personal digital assistant
(Personal Digital Assistant, PDA), radio hand-held equipment, tablet computer (Tablet Computer), intelligence
Mobile phone etc..Above-mentioned client 1 is only citing, and non exhaustive, including but not limited to above-mentioned client.The client 1 can be with
User carries out human-computer interaction by modes such as keyboard, mouse, remote controler, touch tablet or voice-operated devices.
In the present embodiment, application program is installed in the client 1, when user needs access application, needs
Access request is sent to server 2, the server 2 returns to the application program page to visitor after responding the access request
Family end 1.It is understood that the client 1 may include it is multiple, multiple client 1 can by network to server 2 send out
Magnanimity access request is sent, for example, a large amount of clients 1 can when electric business platform (such as Jingdone district and day cat) carries out 618 and double 11 big rush
To send magnanimity access request to server 2 by network.
The application program can be mounted to any third-party application in the operating system of client 1, such as wechat, micro-
Rich, iqiyi.com, youku.com, health 160, Jingdone district, Baidu's glutinous rice, Baidu map, KuGoo music, Netease's cloud music, mobile phone Taobao etc.
Using.This programme is not construed as limiting this.Wherein, the operating system includes android system, Saipan system, Windows system
System, ios (Mobile operating system of Apple Inc.'s exploitation) system etc..
The client 1 further includes display screen, and the display screen can have touch function, such as liquid crystal (Liquid
Crystal Display, LCD) display screen or Organic Light Emitting Diode (Organic Light-Emitting Diode, OLED)
Display screen.The display screen is for showing the contents such as the Application Program Interface.
The server 2 is that one kind can be automatic to carry out numerical value calculating and/or letter according to the instruction for being previously set or storing
The equipment of processing is ceased, hardware includes but is not limited to microprocessor, specific integrated circuit (application program lication
Specific Integrated Circuit, ASIC), programmable gate array (Field-Programmable Gate
Array, FPGA), digital processing unit (Digital Signal Processor, DSP), embedded device etc..In this embodiment party
In formula, the server 2 includes multiple groups, and each group of server 2 is by a primary server (master) 20 and is subordinated to the master
At least one dependent server 21 (slave) of server 20 forms.
In the present embodiment, the primary server 20 and dependent server 21 belong to Master-Slave framework, usually
One primary server 20 can connect more a 21 examples of dependent server of N, and each slave is an individual server 2, institute
The server 2 for having slave to dispose above is completely equivalent each other, but mutually indepedent.The primary server 20 with it is described extremely
Distributed communication, all instructions (message that the primary server 20 receives can be carried out between a few dependent server 21
Production, confirmation etc.) it can all synchronize and be sent to dependent server 21.For example, a primary server 20 can be with ten affiliated services
Device 21 communicates to connect, and the primary server 20, which synchronizes all instructions received, is sent to described ten dependent servers 21.
In the present embodiment, the server 2 further includes a proxy server (not shown in figure 1), agency's clothes
Device be engaged at least one dependent server 21 described in bulk management.For example, the proxy server can control it is described at least
The starting of one dependent server 21 is closed and is restarted.It is understood that the proxy server and the primary server
20 can be only fitted in a server 2.
In another embodiment, the primary server 20 can directly control at least one described dependent server 21.
Specifically, establishing the trusting relationship between the primary server 20 and each dependent server 21, the primary server
The dependent server 21 that 20 selections need to control, the primary server 20 receive operational order, and remote according to the operational order
The dependent server 21 that process control is selected executes relevant operation.
Embodiment two
Fig. 2 is the flow chart of the method for flexible scheduling resource provided by Embodiment 2 of the present invention.Institute according to different requirements,
The execution sequence stated in flow chart can change, and certain steps can be omitted.
Step S21, pressure test file is generated, wherein the pressure test file includes project to be measured and test case
Information.
In one embodiment, the pressure test file can be generated by one interface UI of user's operation.The UI
Interface display has project to be measured and test case information, and user generates pressure survey by selecting project to be measured and test case
Try file.The project to be measured includes interface message to be measured etc., and the test case information includes the IP information of dependent server.
In another embodiment, the pressure test file can also be called by one order line of input.
Step S22, pressure test is executed according to the pressure test file.
Preferably, before executing pressure test according to the pressure test file, the method for the flexible scheduling resource
Further include the steps that configuring production environment and pressure surveys request data.
Specifically, the method for the flexible scheduling resource according to pressure test file and pressure in a production environment, surveying
Request data executes pressure test.
In the present embodiment, it is pressed and is surveyed to carry out pressure test using full link, the full link pressure, which is surveyed, directly to be produced
On carry out pressure survey, pass through and carry out pressure directly in production and survey to be capable of the reduction true production circumstances of top.
In the present embodiment, the pressure surveys request data using the truthful data of production.For example, direct recording 3-5 days
Production access request flow, then data cleansing is carried out to the request of recording.For example, the request of some user is substituted for one
Pressure surveys the request of Virtual User, and the commodity of request are also substituted for pressure and survey virtual goods etc..The truthful data of the production can lead to
The mode that inflow-rate of water turbine playback, log play back acquires.In one embodiment, the pressure, which surveys request data, can also be manual construction
Data.
In addition, in order to not interfere with production environment during pressing and surveying, the method for the flexible scheduling resource is being initiated to ask
Shown by the pressure mark in request message head to distinguish pressure and survey request data and actual production data, so that pressure be surveyed when asking
Flow be all diverted in specified application server and specified memory and carry out data preservation and processing.
In the present embodiment, the primary server is responsible for for the access request that client is sent being distributed to being subordinated to
The dependent server of the primary server, then the dependent server executes pressure test according to the pressure test file,
Then test result is back to the primary server by the dependent server.
Step S23, according to the project to be measured and test case information, the test case is acquired during the test
Performance data.
In the present embodiment, it is tested during collecting test in such a way that python script is in conjunction with linux order
The performance data of example (dependent server).Number is determined according to the current tcp number of links of dependent server in test process
Whether terminate according to acquisition.If current tcp connection quantity is less than initialization connection quantity (such as 1000 connections), continue to adopt
Collection；If current tcp connection quantity is more than or equal to initialization connection quantity, terminate collection process.
The operation that the python script is mainly realized includes performance data initial acquisition.Specifically, by calling linux
Sar and iostat order, write data into original document.After the completion of acquisition, execution performance index extraction script, from original
Index file extracts effective data and is written in final file, and carries out packaging operation.For example, by being taken in pressure test sequence
Business device performance indicator is once acquired according to 10s and is written in file.
In the present embodiment, the performance data includes TPS/QPS, error rate, engaged line journey, cpu, memory, disk io,
Load capacity, throughput, responding ability and reliability.The load capacity refers to the patient maximum number of user of application program institute
Amount, that is, in the normal response time, the quantity for most clients that application program can be supported.The throughput refers to
The trading volume that application program is completed within the unit time, that is, within the unit time, application program is directed to different load pressures
Power, the number of transaction that can be done.The responding ability of the application program refers in various load pressures, the response of system
Time, that is, from client request initiate, to server end response return required for the time, including network latency and
The server process time.The reliability of the application program refers under stream time state, what system can operate normally
Time, i.e., without error message in stream time section.
The application program can be shopping application program (such as Jingdone district and Taobao) or financial applications (such as safety pocket
Bank).
Step S24, monitoring and the analysis performance data, and judged whether to need elasticity scalable according to the performance data
Hold adjustment.
Specifically, the performance data is monitored using " active " mode reported from node to host node.In this implementation
In mode, using each dependent server as from node, the corresponding primary server of the dependent server as host node, it is described from
Node periodically sends the performance data and idling-resource information of the dependent server, such as performance number to the host node
According to including CPU accounting and free memory etc., the idling-resource information includes CPU idle number and idle memory source
Deng.
In the present embodiment, the host node be resource consolidation distribution node, it is described from node be container host
Machine.Container cloud platform allocates resources to frame, and the resource requirement information that the host node is responded according to frame carries out resource
Scheduling.The resource requirement information is obtained according to the performance data.The host node, which is scheduled resource, to be specifically included: from
Node active reports resource idle condition to host node, and host node is according to the idling-resource situation of the slave node of acquisition to frame
Resource is issued to invite, if resource invite in scheduler of resource when meeting the job requirements on frame, in frame
(Scheduler) unit is to host node resource response demand, and host node is according to central processing unit (CPU) and memory source to from section
Point is filtered, and in the residue for meeting resource requirement from node, carries out the selection from node further according to polling dispatching algorithm.
In the present embodiment, judge whether that needing the scalable appearance of elasticity to adjust includes: according to the performance data
Obtain the performance data obtained according to service operation situation and empirical value in actual production upper limit threshold and
Lower threshold；When the performance data in test process is greater than the upper limit threshold, carry out elastic dilatation adjustment, for example, increase by
One group of server resource of primary server and at least one dependent server composition；When the performance data in test process is less than institute
Lower threshold is stated, then carries out elastic capacity reducing adjustment.When the performance data in test process is in critical range, then program or business
It operates normally.
It is understood that judging whether the step of needing elastic scalable appearance adjustment according to the performance data further include:
It is screened according to the idling-resource of the performance data and the slave node obtained from node.Specifically, when the performance in test process
Data are greater than the upper limit threshold, and the number for retaining idle central processor CPU is greater than or equal to business in actual production and holds
The number and the memory source of the free time of the required central processor CPU of row are greater than or equal to business in actual production and execute institute
The slave node of the memory source needed；When the performance data in test process is less than the lower threshold, in the deletion free time
The number of central processor CPU is less than the number of central processor CPU needed for business execution and/or the free time in actual production
Memory source be less than actual production in business execute needed for memory source slave node.
It is understood that when the performance data in test process is less than or equal to the upper limit threshold and is more than or equal to described
It when lower threshold, does not deal with, keeps existing and carry out business processing from node number.
In one embodiment, the upper limit threshold and lower threshold can also be specified by user.
In conclusion the method for flexible scheduling resource provided by the invention, including generate pressure test file, wherein institute
Stating pressure test file includes project to be measured and test case information；Pressure test is executed according to the pressure test file；Root
According to the project to be measured and test case information, the performance data of the test case during the test is acquired；And monitoring and
The performance data is analyzed, and is judged whether that the scalable appearance of elasticity is needed to adjust according to the performance data.Realization is expanded automatically
Capacity reducing has very strong practicability and scalability.It can be good at being coped with for burst service peak and burst flow, protect
Barrier business operates normally, that is to say, that can for peak flow and it is more concurrent situations such as occur when, carry out quick response, and
When scalable resource, safeguards system stable operation.Reduction system is because of caused by high concurrent, high flow capacity or burst flow in business
It is disconnected.
The above is only a specific embodiment of the invention, but scope of protection of the present invention is not limited thereto, for
For those skilled in the art, without departing from the concept of the premise of the invention, improvement, but these can also be made
It all belongs to the scope of protection of the present invention.
Below with reference to the 3rd to 4 figure, respectively the functional module to the server for the method for realizing above-mentioned flexible scheduling resource and
Hardware configuration is introduced.
Embodiment three
Fig. 3 is the functional block diagram in the device preferred embodiment of flexible scheduling resource of the present invention.
In some embodiments, the device 30 of the flexible scheduling resource is run in server.The flexible scheduling money
The device 30 in source may include multiple functional modules as composed by program code segments.In the device 30 of the flexible scheduling resource
The program code of each program segment can store in memory, and as performed by least one processor, (be detailed in execution
Fig. 3 and its associated description) flexible scheduling resource function.
In the present embodiment, function of the device 30 of the flexible scheduling resource according to performed by it can be divided into more
A functional module.The functional module may include: pressure module 301, execution module 302, data acquisition module 303 and monitoring
Module 304.The so-called module of the present invention refers to that one kind performed by least one processor and can complete fixed function
The series of computation machine program segment of energy, storage is in memory.It in some embodiments, will be rear about the function of each module
It is described in detail in continuous embodiment.
Pressure module 301 executes pressure test for generating pressure test file, and according to the pressure test file.
In one embodiment, the pressure test file can be generated by one interface UI of user's operation.The UI
Interface display has project to be measured and test case information, and user generates pressure survey by selecting project to be measured and test case
Try file.The project to be measured includes interface message to be measured etc., and the test case information includes the IP information of dependent server.
In another embodiment, the pressure test file can also be called by one order line of input.
Execution module 302 is used to execute pressure test according to the pressure test file.
Preferably, before executing pressure test according to the pressure test file, the device of the flexible scheduling resource
It further include that configuration production environment and pressure survey request data.
Specifically, the device 30 of the flexible scheduling resource is used in a production environment, according to pressure test file and pressure
It surveys request data and executes pressure test.
In the present embodiment, it is pressed and is surveyed to carry out pressure test using full link, the full link pressure, which is surveyed, directly to be produced
On carry out pressure survey, pass through and carry out pressure directly in production and survey to be capable of the reduction true production circumstances of top.
In the present embodiment, the pressure surveys request data using the truthful data of production.For example, direct recording 3-5 days
Production access request flow, then data cleansing is carried out to the request of recording.For example, the request of some user is substituted for one
Pressure surveys the request of Virtual User, and the commodity of request are also substituted for pressure and survey virtual goods etc..The truthful data of the production can lead to
The mode that inflow-rate of water turbine playback, log play back acquires.In one embodiment, the pressure, which surveys request data, can also be manual construction
Data.
In addition, in order to not interfere with production environment during pressing and surveying, the device of the flexible scheduling resource is initiating to ask
Shown by the pressure mark in request message head to distinguish pressure and survey request data and actual production data, so that pressure be surveyed when asking
Flow be all diverted in specified application server and specified memory and carry out data preservation and processing.
In the present embodiment, the primary server is responsible for for the access request that client is sent being distributed to being subordinated to
The dependent server of the primary server, then the dependent server executes pressure test according to the pressure test file,
Then test result is back to the primary server by the dependent server.
Data acquisition module 303 is used to acquire the test case according to the project to be measured and test case information and exist
Performance data in test process.
In the present embodiment, it is tested during collecting test in such a way that python script is in conjunction with linux order
The performance data of example (dependent server).Number is determined according to the current tcp number of links of dependent server in test process
Whether terminate according to acquisition.If current tcp connection quantity is less than initialization connection quantity (such as 1000 connections), continue to adopt
Collection；If current tcp connection quantity is more than or equal to initialization connection quantity, terminate collection process.
The operation that the python script is mainly realized includes performance data initial acquisition.Specifically, by calling linux
Sar and iostat order, write data into original document.After the completion of acquisition, execution performance index extraction script, from original
Index file extracts effective data and is written in final file, and carries out packaging operation.For example, by being taken in pressure test sequence
Business device performance indicator is once acquired according to 10s and is written in file.
In the present embodiment, the performance data includes TPS/QPS, error rate, engaged line journey, cpu, memory, disk io,
Load capacity, throughput, responding ability and reliability.The load capacity refers to the patient maximum number of user of application program institute
Amount, that is, in the normal response time, the quantity for most clients that application program can be supported.The throughput refers to
The trading volume that application program is completed within the unit time, that is, within the unit time, application program is directed to different load pressures
Power, the number of transaction that can be done.The responding ability of the application program refers in various load pressures, the response of system
Time, that is, from client request initiate, to server end response return required for the time, including network latency and
The server process time.The reliability of the application program refers under stream time state, what system can operate normally
Time, i.e., without error message in stream time section.
The application program can be shopping application program (such as Jingdone district and Taobao) or financial applications (such as safety pocket
Bank).
Monitoring module 304 judges whether needs according to the performance data for monitoring and analyzing the performance data
The scalable appearance adjustment of elasticity.
Specifically, the performance data is monitored using " active " mode reported from node to host node.In this implementation
In mode, using each dependent server as from node, the corresponding primary server of the dependent server as host node, it is described from
Node periodically sends the performance data and idling-resource information of the dependent server, such as performance number to the host node
According to including CPU accounting and free memory etc., the idling-resource information includes CPU idle number and idle memory source
Deng.
In the present embodiment, the host node be resource consolidation distribution node, it is described from node be container host
Machine.Container cloud platform allocates resources to frame, and the resource requirement information that the host node is responded according to frame carries out resource
Scheduling.The resource requirement information is obtained according to the performance data.The host node, which is scheduled resource, to be specifically included: from
Node active reports resource idle condition to host node, and host node is according to the idling-resource situation of the slave node of acquisition to frame
Resource is issued to invite, if resource invite in scheduler of resource when meeting the job requirements on frame, in frame
(Scheduler) unit is to host node resource response demand, and host node is according to central processing unit (CPU) and memory source to from section
Point is filtered, and in the residue for meeting resource requirement from node, carries out the selection from node further according to polling dispatching algorithm.
In the present embodiment, judge whether that needing the scalable appearance of elasticity to adjust includes: according to the performance data
Obtain the performance data obtained according to service operation situation and empirical value in actual production upper limit threshold and
Lower threshold；When the performance data in test process is greater than the upper limit threshold, carry out elastic dilatation adjustment, for example, increase by
One group of server resource of primary server and at least one dependent server composition；When the performance data in test process is less than institute
Lower threshold is stated, then carries out elastic capacity reducing adjustment.When the performance data in test process is in critical range, then program or business
It operates normally.
It is understood that judging whether the step of needing elastic scalable appearance adjustment according to the performance data further include:
It is screened according to the idling-resource of the performance data and the slave node obtained from node.Specifically, when the performance in test process
Data are greater than the upper limit threshold, and the number for retaining idle central processor CPU is greater than or equal to business in actual production and holds
The number and the memory source of the free time of the required central processor CPU of row are greater than or equal to business in actual production and execute institute
The slave node of the memory source needed；When the performance data in test process is less than the lower threshold, in the deletion free time
The number of central processor CPU is less than the number of central processor CPU needed for business execution and/or the free time in actual production
Memory source be less than actual production in business execute needed for memory source slave node.
It is understood that when the performance data in test process is less than or equal to the upper limit threshold and is more than or equal to described
It when lower threshold, does not deal with, keeps existing and carry out business processing from node number.
In one embodiment, the upper limit threshold and lower threshold can also be specified by user.
In conclusion the device of flexible scheduling resource provided by the invention, including pressure module 301, execution module 302,
Data acquisition module 303 and monitoring module 304.The pressure module 301 is for generating pressure test file, wherein the pressure
Power test file includes project to be measured and test case information；The execution module 302 is used for according to the pressure test file
Execute pressure test；The data acquisition module 303 is used to acquire the survey according to the project to be measured and test case information
Try the performance data of example during the test；And the monitoring module 304 is for monitoring and analyzing the performance data, and root
Judge whether to need the scalable appearance adjustment of elasticity according to the performance data.Realization carries out scalable appearance automatically, has very strong practicability
And scalability.It can be good at being coped with for burst service peak and burst flow, ensure that business operates normally, that is,
Say, can for peak flow and it is more concurrent situations such as occur when, carry out quick response, timely scalable resource, safeguards system is steady
Fixed operation.Reduction system service disconnection because of caused by high concurrent, high flow capacity or burst flow.
The above-mentioned integrated unit realized in the form of software function module, can store and computer-readable deposit at one
In storage media.Above-mentioned software function module is stored in a storage medium, including some instructions are used so that a computer
It is each that equipment (can be personal computer, double screen equipment or the network equipment etc.) or processor (processor) execute the present invention
The part of a embodiment the method.
Example IV
Fig. 4 is the schematic diagram for the server that the embodiment of the present invention four provides.
The server 4 includes: database 41, memory 42, at least one processor 43, is stored in the memory 42
In and the computer program 44 and at least one communication bus 45 that can be run at least one described processor 43.
The method that at least one described processor 43 realizes above-mentioned flexible scheduling resource when executing the computer program 44
Step in embodiment.
Illustratively, the computer program 44 can be divided into one or more module/units, it is one or
Multiple module/units are stored in the memory 42, and are executed by least one described processor 43, to complete this hair
It is bright.One or more of module/units can be the series of computation machine program instruction section that can complete specific function, described
Instruction segment is for describing implementation procedure of the computer program 44 in the server 4.
The server 4 is that one kind can be automatic to carry out numerical value calculating and/or letter according to the instruction for being previously set or storing
The equipment of processing is ceased, hardware includes but is not limited to microprocessor, specific integrated circuit (application program lication
Specific Integrated Circuit, ASIC), programmable gate array (Field-Programmable Gate
Array, FPGA), digital processing unit (Digital Signal Processor, DSP), embedded device etc..Art technology
Personnel are appreciated that the schematic diagram 4 is only the example of server 4, do not constitute the restriction to server 4, may include
Than illustrating more or fewer components, certain components or different components are perhaps combined, such as the server 4 can be with
Including input-output equipment, network access equipment, bus etc..
The database (Database) 41 is to carry out the foundation of tissue, storage and management data according to data structure described
Warehouse on server 4.Database is generally divided into hierarchical database, network database and three kinds of relational database.?
In present embodiment, the database 41 is for storing the performance data.
At least one described processor 43 can be central processing unit (Central Processing Unit, CPU),
It can also be other general processors, digital signal processor (Digital Signal Processor, DSP), dedicated integrated
Circuit (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..The processor 43 can be microprocessor or the processor 43 is also possible to any conventional place
Device etc. is managed, the processor 43 is the control centre of the server 4, utilizes various interfaces and the entire server 4 of connection
Various pieces.
The memory 42 can be used for storing the computer program 44 and/or module/unit, and the processor 43 passes through
Operation executes the computer program and/or module/unit being stored in the memory 42, and calls and be stored in memory
Data in 42 realize the various functions of the server 4.The memory 42 can mainly include storing program area and storage number
According to area, wherein storing program area can application program needed for storage program area, at least one function (for example sound plays function
Energy, image player function etc.) etc.；Storage data area, which can be stored, uses created data (such as audio number according to server 4
According to, phone directory etc.) etc..In addition, memory 42 may include high-speed random access memory, it can also include non-volatile memories
Device, such as hard disk, memory, plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure
Digital, SD) card, flash card (Flash Card), at least one disk memory, flush memory device or other volatibility are solid
State memory device.
Program code is stored in the memory 42, and at least one described processor 43 can call the memory 42
The program code of middle storage is to execute relevant function.For example, (pressure module 301 executes mould to modules described in Fig. 3
Block 302, data acquisition module 303 and monitoring module 304) it is stored in the program code in the memory 42, and by described
Performed by least one processor 43, to realize the function of the modules to achieve the purpose that scheduling of resource.
The pressure module 301 is for generating pressure test file, wherein the pressure test file includes project to be measured
With test case information；
The execution module 302 is used to execute pressure test according to the pressure test file；
The data acquisition module 303 is used to that it is real to acquire the test according to the project to be measured and test case information
The performance data of example during the test；
The monitoring module 304 judges whether for monitoring and analyzing the performance data according to the performance data
Need the scalable appearance adjustment of elasticity.
Preferably, before executing pressure test according to the pressure test file, the device of the flexible scheduling resource
Production environment can also be configured and pressure surveys request data.
Preferably, described to judge whether that the method for needing the scalable appearance adjustment of elasticity includes: according to the performance data
Obtain the performance data obtained according to service operation situation and empirical value in actual production upper limit threshold and
Lower threshold；
When the performance data in test process is greater than upper limit threshold, elastic dilatation adjustment is carried out；
When the performance data in test process is less than lower threshold, elastic capacity reducing adjustment is carried out；
When the performance data in test process is more than or equal to the lower threshold and is less than or equal to the upper limit threshold, protect
Hold business normal operation.
Preferably, when the performance data when in test process is greater than the upper limit threshold, elastic dilatation adjustment is carried out
The step of include: the one group of server resource for increasing and being made of primary server and at least one dependent server.
Preferably, described to monitor and include: the step of analyzing the performance data
Using the dependent server as from node, the corresponding primary server of the dependent server is as host node；
The performance data and idling-resource letter for periodically sending the dependent server to the host node from node
Breath.
Preferably, the step of needing elastic scalable appearance adjustment, is judged whether according to the performance data further include: according to institute
The idling-resource for stating performance data and the slave node obtained is screened from node.
Preferably, when the performance data in test process is greater than the upper limit threshold, retain idle central processor CPU
Number be greater than or equal to actual production in business execute needed for central processor CPU number and the memory of free time money
Source is greater than or equal to the slave node that business in actual production executes required memory source；
When the performance data in test process is less than the lower threshold, the central processor CPU of free time is deleted
It is small that number is less than the number of central processor CPU needed for business execution and/or the memory source of the free time in actual production
The slave node of memory source needed for business executes in actual production.
If the integrated module/unit of the server 4 is realized in the form of SFU software functional unit and as independent production
Product when selling or using, can store in a computer readable storage medium.Based on this understanding, the present invention realizes
All or part of the process in above-described embodiment method can also instruct relevant hardware to complete by computer program,
The computer program can be stored in a computer readable storage medium, and the computer program is being executed by processor
When, it can be achieved that the step of above-mentioned each embodiment of the method.Wherein, the computer program includes computer program code, described
Computer program code can be source code form, object identification code form, executable file or certain intermediate forms etc..The meter
Calculation machine readable medium may include: can carry the computer program code any entity or device, recording medium, USB flash disk,
Mobile hard disk, magnetic disk, CD, computer storage, read-only memory (ROM, Read-Only Memory), random access memory
Device (RAM, Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It needs to illustrate
It is that the content that the computer-readable medium includes can be fitted according to the requirement made laws in jurisdiction with patent practice
When increase and decrease, such as in certain jurisdictions, according to legislation and patent practice, computer-readable medium does not include electric carrier wave letter
Number and telecommunication signal.
Although being not shown, the server 4 can also include the power supply (such as battery) powered to all parts, preferably
, power supply can be logically contiguous by power-supply management system and at least one described processor 43, to pass through power management system
System realizes the functions such as management charging, electric discharge and power managed.Power supply can also include one or more direct current or friendship
Galvanic electricity source, recharging system, power failure detection circuit, power adapter or inverter, power supply status indicator etc. are any
Component.The server 4 can also include bluetooth module, Wi-Fi module etc., and details are not described herein.
It should be understood that the embodiment is only purposes of discussion, do not limited by this structure in patent claim.
In several embodiments provided by the present invention, it should be understood that arriving, disclosed electronic equipment and method can be with
It realizes by another way.For example, electronic equipment embodiment described above is only schematical, for example, the list
The division of member, only a kind of logical function partition, there may be another division manner in actual implementation.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in same treatment unit
It is that each unit physically exists alone, can also be integrated in same unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of hardware adds software function module.
It is obvious to a person skilled in the art that invention is not limited to the details of the above exemplary embodiments, Er Qie
In the case where without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power
Benefit requires rather than above description limits, it is intended that all by what is fallen within the meaning and scope of the equivalent elements of the claims
Variation is included in the present invention.Any reference signs in the claims should not be construed as limiting the involved claims.This
Outside, it is clear that one word of " comprising " is not excluded for other units or, odd number is not excluded for plural number.The multiple units stated in system claims
Or device can also be implemented through software or hardware by a unit or device.The first, the second equal words are used to indicate name
Claim, and does not indicate any particular order.
Finally it should be noted that the above examples are only used to illustrate the technical scheme of the present invention and are not limiting, although reference
Preferred embodiment describes the invention in detail, those skilled in the art should understand that, it can be to of the invention
Technical solution is modified or equivalent replacement, without departing from the spirit of the technical scheme of the invention range.
Claims (10)
1. a kind of method of flexible scheduling resource, which is characterized in that the described method includes:
Generate pressure test file, wherein the pressure test file includes project to be measured and test case information；
Pressure test is executed according to the pressure test file；
According to the project to be measured and test case information, the performance data of the test case during the test is acquired；And
The performance data is monitored and analyzed, and is judged whether that the scalable appearance of elasticity is needed to adjust according to the performance data.
2. the method for flexible scheduling resource as described in claim 1, which is characterized in that held according to the pressure test file
Before row pressure test, the method also includes configuration production environment and press the step of surveying request data.
3. the method for flexible scheduling resource as claimed in claim 2, which is characterized in that described to be judged according to the performance data
Whether need elasticity it is scalable hold adjustment method include:
Obtain the upper limit threshold and lower limit of the performance data obtained according to service operation situation and empirical value in actual production
Threshold value；
When the performance data in test process is greater than upper limit threshold, elastic dilatation adjustment is carried out；
When the performance data in test process is less than lower threshold, elastic capacity reducing adjustment is carried out；
When the performance data in test process is more than or equal to the lower threshold and is less than or equal to the upper limit threshold, industry is kept
Business operates normally.
4. the method for flexible scheduling resource as claimed in claim 3, which is characterized in that the performance number when in test process
When according to being greater than the upper limit threshold, carrying out the step of elastic dilatation adjusts includes: to increase by primary server and at least one subordinate
At least one set of server resource of server composition.
5. the method for flexible scheduling resource as claimed in claim 4, which is characterized in that described to monitor and analyze the performance number
According to the step of include:
Using the dependent server as from node, the corresponding primary server of the dependent server is as host node；
The performance data and idling-resource information for periodically sending the dependent server to the host node from node.
6. the method for flexible scheduling resource as claimed in claim 5, which is characterized in that judged whether according to the performance data
The step of needing elastic scalable appearances adjustment further include: according to the idling-resource of the performance data and the slave node obtained screen from
Node.
7. the method for flexible scheduling resource as claimed in claim 6, it is characterised in that:
When the performance data in test process is greater than the upper limit threshold, the number for retaining idle central processor CPU is greater than
Or the number and the memory source of the free time of the central processor CPU needed for executing equal to business in actual production are greater than or wait
The slave node of memory source needed for business executes in actual production；
When the performance data in test process is less than the lower threshold, the number of the central processor CPU of the deletion free time
The number and/or the memory source of the free time of central processor CPU needed for executing less than business in actual production are less than real
The slave node of memory source needed for business executes in the production of border.
8. a kind of device of flexible scheduling resource, which is characterized in that described device includes:
Press module, for generating pressure test file, wherein the pressure test file includes project to be measured and test case
Information；
Execution module, for executing pressure test according to the pressure test file；
Data acquisition module, for acquiring the test case and testing according to the project to be measured and test case information
Performance data in journey；And
Monitoring module for monitoring and analyzing the performance data, and judges whether to need elastic expansion according to the performance data
Capacity reducing adjustment.
9. a kind of server, which is characterized in that the server includes processor and memory, and the processor is for executing institute
Flexible scheduling resource as claimed in any of claims 1 to 7 in one of claims is realized when stating the computer program stored in memory
Method.
10. a kind of computer readable storage medium, computer program, feature are stored on the computer readable storage medium
It is, the computer program realizes flexible scheduling money as claimed in any of claims 1 to 7 in one of claims when being executed by processor
The method in source.
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Application publication date: 20190419 |