CN110502212A - It is a kind of towards the multilingual online Development Support method of high concurrent - Google Patents
It is a kind of towards the multilingual online Development Support method of high concurrent Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
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- G06F8/20—Software design
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
- G06F11/3672—Test management
- G06F11/3688—Test management for test execution, e.g. scheduling of test suites
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
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- G06F8/30—Creation or generation of source code
- G06F8/33—Intelligent editors
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- G06F9/46—Multiprogramming arrangements
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Abstract
The present invention provides a kind of towards the multilingual online Development Support method of high concurrent, provides the environment in line development for all users into platform, user can be opened whenever and wherever possible browser and be developed using this platform.The present invention, which provides code editor, can carry out intelligent prompt;The polymorphic type page is provided and supports to include that JMeter test offer list formula editing interface and basic model develop the page;Load balancing forwarding is carried out to background request, realizes the code execution mechanism based on Docker, compatible a variety of programming languages and item types, and can be expanded more conveniently;It develops asynchronous queue's service management and realizes distributed computing, lifting system performance.The beneficial effects of the present invention are: code intelligent prompt function, reduces the editor of simple code block, repeat replication pastes operation, raising User Exploitation efficiency;The multilingual visual angle of polymorphic type, adaptation diversity develop demand;Distribution is made requests, high load, high concurrent situation are solved;Asynchronous queue's service management is provided, the scalability of service is substantially increased, also provides possibility for scalability.
Description
Technical field
The present invention relates to Web application technology more particularly to the implementation methods of online programming platform, it is therefore intended that realization includes
WebIDE platform including Junit test, Python programming, JMeter pressure test and Selenium test etc..
Background technique
Local programming platform (local ident E) increases in user volume at this stage, volume of services expands and type service increases sharply etc. more
The problem of compatibility, scalability aspect are gradually exposed under high requirement, thus the idea of WebIDE online programming platform generates.
WebIDE can not only eliminate the problem of environment configurations hardly possible, and can preferably merge with our back-end services, and service can
Immediate updating, code file can be saved remotely.
Many different types of WebIDE online programming platforms are currently had existed both at home and abroad, for example are absorbed in front end operation
When the JsFiddle that programs, the state inner platform Coding.net of the integrated online programming of project management or even the sheet of some old brands
Ground IDE, such as Eclipse, also in the business for starting extension WebIDE.But it is different the different product of demand meeting output, it is right
In so more molding WebIDE online programming platforms, technology therein can not be applied directly, and we provide
Service is not limited only to the compiling and operation of code, and more focus are subsequent code analysis part.Online programming platform
Analysis Service part, do not have mature implementation or product also on the market.
Today that the influence of online programming platform is growing, how integration and development assembly line so that Code Edit, fortune
Row, management and analysis can on unified platform it is accomplished be developer concern emphasis.A online, visualization
, online programming platform that have perfect editor and analysis module be that developers are expected.
Summary of the invention
In order to achieve the above objectives, the present invention realizes a compatible multilingual and item types, can intuitively edit generation
Code simultaneously runs, is able to bear Online integration development platform compared with high concurrent and load.
The technical solution of the present invention is as follows: a kind of Online integration development platform, it is characterized in that code editor can carry out intelligence
Prompt;JMeter is tested, list formula editing interface is provided;Load balancing forwarding is carried out to background request, realization is based on
The code execution mechanism of Docker, compatible a variety of programming languages and item types, and can be expanded more conveniently;It develops asynchronous
Distributed computing, lifting system performance are realized in queue service management.
It mainly include the design of code automatic prompt, the displaying of JMeter listization, request distribution and file synchronization, code operation
The implementation of mechanism and asynchronous queue's service, including:
The design of 1.Java code automatic prompt, Java code automatic prompt technology are based primarily upon lexical analyzer, snippet
(code snippet), keyword and method base are realized.
1.1 lexical analyzer use state transition diagrams identify word symbol.State transition graph makes limited directional diagram, includes
One initial state and at least one final state.Delimiter, operator, uniline annotation, multirow annotation, identifier or key are mainly distinguished
The case where word, numeric string, forbidden character
1.2 code snippets use ' name ': { prefix: ' ', body: ' ' } data structure indicates that wherein name indicates name
Claim descriptive statement, prefix indicates agreement character string, and for matching user's input, body is Code Template.It needs to make by oneself in advance
Operation is pasted in adopted code snippet library, the as far as possible editor of reduction user's simple code block and repeat replication
2.JMeter listization is shown, has supported a plurality of types of tests by the front end of core of code editor, but
What pressure test needed to run is the test plan script file of XML format.Thus provide the front-end interface of list formula editor.
The editing interface is the front end project that can independently dispose, and the rear end API of WebIDE is called to realize the process of examination.
2.1 JSON and XML is mutually converted, and obtains user by way of providing the user with listization and editing test plan
Input, then the test script that user's input of JSON format is converted into XML format is executed for test program, furthermore also achieve
Displaying of the stored test script on interface.
The interface that 2.2 serial parallels mix calls, and JMeter list formula editor is empty in work as independent front end project
Between in initialization procedure, need successively to realize and obtain working space code, obtain file content, establish these three steps of socket communication
Suddenly.The step for wherein obtaining file content needs to send two requests simultaneously to obtain the content of different files.
3. request distribution and file synchronization
3.1 are forwarded rear end request using Nginx, are guaranteeing client by third party's distribution algorithms Sticky
Make the load of every back-end server as balanced as possible on the basis of WebSocket connection.It is excluded simultaneously by health examination
The server of delay machine enhances the fault-tolerance of system.
3.2 guarantee the consistency of user file on multi node server using the NAS file storage service of Ali's cloud, pass through
Working space on all back-end servers is all mounted to NAS file system instance, to realize the shared and real-time of file
It updates.
4. code operation service realization mechanism
The service of 4.1 asynchronous queues provides the unified rear end API, WebIDE REST by calling the API to realize operation work
Tool starts and stops, and the interface that the rear end WebIDE encapsulates the API is as follows:
Wherein AsyncJobTool has packed the information of corresponding tool, and CallBackClass defines task and is disposed
When WebIDE call back function.
4.2 by construct Docker mirror image the running environment of a variety of programming languages and item types is provided, as Java,
Python, Jmeter, Selenium etc., while can easily be extended, as long as building meets the Docker of data constraint
Mirror image, can be in seamless access WebIDE.Data constraint includes:
A) files such as log and score are output to unified file
B) local score calculation result meets existing JSON format definition:
Wherein the content of score and title is defined according to item types needs.
5. asynchronous service includes operation primitive design, asynchronous queue and distributed schemes
5.1 operate the unified interface standard of the service discipline for being designed as being integrated into WebIDE platform of primitive, meet behaviour
The third party's service for making primitive requirement is just desirably integrated on platform.Operation primitive includes the operation of service, is stopped and state three
Kind.
5.2 asynchronous queues allow the service into WebIDE communication module to be managed, and as unit of message or message groups, connect
Receive the scheduling of next stage distributed scheme.The notification queue by way of asynchronous message after execution is serviced, queue is updated
In original message or message groups.
5.3 distributed schemes use reasonable load balancing, and the message or message groups in distribution asynchronous queue is not to
Same server executes.Specific service is run by way of container mirror image.
Beneficial effects of the present invention: this platform is the user of the examination of all participation Mu Ce main websites or practice, provides one
Online integration develops environment, realizes that code intelligent prompt function, the editor of reduction simple code block, repeat replication paste operation,
Improve User Exploitation efficiency;The multilingual visual angle of polymorphic type, adaptation diversity develop demand;Make requests distribution, solve high load,
High concurrent situation;Asynchronous queue's service management is provided, substantially increases the scalability of service, also providing for scalability can
It can property.
Detailed description of the invention
Fig. 1 is integrated stand composition of the invention.
Fig. 2 is morphological analysis state transition graph.
Fig. 3 is distributed asynchronous service frame diagram
Specific embodiment
To further appreciate that technology contents of the invention, cooperation institute's attached drawing are described as follows the working method of WebIDE.
Fig. 1 is the integrated stand composition of WebIDE platform.User enters the circulation process requested after WebIDE from Mu Ce main website
The following steps are included:
Step 1: user clicks and inscribes online, carries token from Mu Ce main website and enters WebIDE, if it is JMeter project
Then enter the front end JMeter, otherwise enters default front-end
Step 2: front end is visualized, while sending server end for user's request with token
Step 3: the request that front end is sent to server end carries out load balancing forwarding by Nginx
Step 4: server end receives the request with token, parses to token, obtains user and exam information,
Judge whether user is to first enter WebIDE, OSS downloading is if it is gone to take an examination corresponding examination question, if not then directly making
With user file existing on server, user file information is returned into front end
Step 5: front end obtains the file information that server-side returns, and carries out working space displaying, while building with server end
Vertical WebSocket connection, and subscribe to relevant interface
Step 6: when user carries out Code Edit operation, the file that user is edited in front end is sent to server-side
Step 7: the file on server is written in server-side, and whether write-in is returned success to front end
Step 8: when user initiates operation request, server-side is requested operation user items code by front end
Step 9: server-side receives operation request, operation task is sent to asynchronous queue's service, and inform that front end is arranged
In team
Step 10: asynchronous queue's service receives the task of WebIDE server-side, and the Docker started in array of services holds
Device carries out task processing
Step 11:Docker container runs item code, is analyzed, is calculated inside Docker, is packaged etc. and operates
Step 12: server-side listens to task processing and completes, and processing result is pushed to front end exhibition by WebSocket
Show.
Fig. 2 is morphological analysis state transition graph, and editing machine realizes intelligent prompt, the pre- place of morphological analysis by morphological analysis
It is as follows to manage process steps:
Step 1: from left to right reading in character late, if arriving a last character, execute step 22, otherwise execute step
Rapid 3, step 4, step 5;
Step 2: connection string to str;
Step 3: character being read in ch, one character of pointer forward;
Step 4: checking whether the character in ch is blank, if then calling getChar () until non-into one in ch
Blank character;
Step 5: judge whether ch is letter, if so, step 7 is executed, it is no to then follow the steps 6;
Step 6: judge whether ch is number, it is no to then follow the steps 12 if successively executing step 2, step 3, step 10;
Step 7: judging whether ch is letter or number, and step 2, step 3, step 8 are successively executed if being, is otherwise executed
Step 8;
Step 8: judging that character string str is for keyword, if setting str type to " keyword ", writes back text
Part, and str is set for sky, and execute step 1, it is no to then follow the steps 9;
Step 9: setting str type to " id ", writes back file, and str is arranged as sky, executes step 1;
Step 10: judging whether ch is letter, if setting str type to " error ", writes back file, and str is arranged
For sky, step 1 is executed, it is no to then follow the steps 11;
Step 11: setting str type to " digit ", writes back file, and str is arranged as sky, executes step 1;
Step 12: judge whether ch is operator, it is no to then follow the steps 20 if executing step 13;
Step 13: judge whether ch is '/', it is no to then follow the steps 18 if successively executing step 3, step 14;
Step 14: judging that ch is to be ' * ', it is no to then follow the steps 18 if successively executing step 3, step 15;
Step 15: judge whether ch is ' * ', it is no to then follow the steps 18 if successively executing step 3, step 16;
Step 16: judge whether ch is '/', it is no to then follow the steps 18 if successively executing step 3, step 18;
Step 17: judging whether ch is '+', ' * ', '-', '/', '>', '<', '=', ' &', ' | ', '~', if writing back
File corresponding types, it is no to then follow the steps 1;
Step 18: judge whether ch is '/', it is no to then follow the steps 17 if executing step 19;
Step 19: judging whether ch is 9, if executing step 17, otherwise successively execute step 3, step 17;
Step 20: judging whether ch is boundary's symbol, if setting str type to " separators ", writes back file, otherwise
Execute step 21;
Step 21: setting str type to " error " writes back file, executes step 1, no to then follow the steps 1;
Step 22: terminating.
JMeter list formula editor needs to realize mutually converting for JSON and XML, it is crucial that formulating, structure is corresponding to be closed
System, so that tag name, tag attributes and value, subtab in XML structure, have corresponding storage mode in JSON.It is final specified
Corresponding relationship it is as follows:
The Communication Module Design of WebIDE start, stop and status tri- kinds of operation primitive, and use Celery+
The solution of HAProxy realizes distributed asynchronous queue.
1. operation primitive defines the unified interface standard of communication module
1.1 Start start to service, and are passed to detailed operating parameter, run the corresponding perform script of container image file,
The process PID of container operation is returned, the information in asynchronous queue is updated.Start the reentry that service primitive considers service, repeatedly
Primary beginning effect can only be triggered by starting service.
1.2 Stop stop service, and incoming service process PID stops container mirror image as parameter, by executing container script
Operation, return execution state, update asynchronous queue in information.
1.3 Status check service state, incoming service process PID, by executing the operation of container script query service
Progress.
2. integrating RabbitMQ queue using Celery, asynchronous queue is realized, can dynamically add, delete and update
Message or message groups in queue.Celery packs RabbitMQ, externally exposes according to the standard of operation primitive
Start, stop and status interface.
3. using scheme of the HAProxy as load balancing.Using four-layer load-equalizing, and use changeable weight
RoundRobin algorithm.The protocol procedures of load balancing are as follows:
3.1 regulation initial servers load weight
3.2 HAProxy monitoring server performance states
Service in 3.3 server operation queues
3.4 server performance states change
3.5 HAProxy modification load weight
Several key technologies involved in the present invention, are described as follows:
1)WebSocket
In the present invention, WebSocket is mainly used to realize the bi-directional communication mechanism of server-side and client, so that service
Operation actively can be submitted the data active push such as result to be shown to client by end.
2)Nginx
In the present invention, Nginx is mainly used to carry out the deployment of front end static file and rear end request forwarding, calculates with Sticky
Method is implemented in combination with server-side load balancing, promotes WebIDE performance.
3)NAS
In the present invention, NAS is mainly used to carry out the file mount on server, realize in multiple calculate nodes file and
The shared and real-time update of catalogue.
4)Celery+RabbitMQ
In the present invention, RabbitMQ queue is integrated using Celery, realizes asynchronous queue.
5)HAProxy
In the present invention, use HAProxy as the scheme of load balancing.Using four-layer load-equalizing, and using dynamic
The RoundRobin algorithm of state weight.
In conclusion local exploitation is switched to develop on line by the present invention, greatly reduce user configuration surroundings cost when
Between energy, compatible a variety of programming languages and item types, scalability are good.Multi-faceted load balancing has been carried out simultaneously to guarantee,
A large amount of user's operation can be carried in a short time, to server resource reasonable distribution, make high-performance, High Availabitity it is integrated
Online development platform.
Claims (6)
1. it is a kind of towards the multilingual online Development Support method of high concurrent, it is mentioned it is characterized in that code editor can carry out intelligence
Show;JMeter is tested, list formula editing interface is provided;Load balancing forwarding is carried out to background request, realizes and is based on Docker
Code execution mechanism, compatible a variety of programming languages and item types, and can be expanded more conveniently;Develop asynchronous queue's clothes
Distributed computing, lifting system performance are realized in business management.
2. code editor intelligent prompt method according to claim 1, which is characterized in that
1) lexical analyzer use state transition diagram identifies word symbol.State transition graph makes limited directional diagram, includes one
Initial state and at least one final state.Mainly distinguished delimiter, operator, uniline annotation, multirow annotation, identifier or keyword,
The case where numeric string, forbidden character
2) code snippet uses ' name ': { prefix: ' ', body: ' ' } data structure indicates that wherein name indicates title description
Sentence, prefix indicate agreement character string, and for matching user's input, body is Code Template.Need prior custom code
Fragment library, the as far as possible editor of reduction user's simple code block and repeat replication paste operation.
3. JMeter listization according to claim 1 is shown, which is characterized in that
1) JSON and XML is mutually converted, and user's input is obtained by way of providing the user with listization and editing test plan, then
The test script that user's input of JSON format is converted into XML format is executed for test program, furthermore also achieves and has stored
Displaying of the test script on interface.
2) interface that serial parallel mixes calls, and JMeter list formula editor is as independent front end project, at the beginning of working space
During beginningization, needs successively to realize acquisition working space code, obtain file content, establish these three steps of socket communication.
The step for wherein obtaining file content needs to send two requests simultaneously to obtain the content of different files.
4. load balancing pass-through mode according to claim 1, which is characterized in that
1) rear end request is forwarded using Nginx, client is being guaranteed by third party's distribution algorithms Sticky
Make the load of every back-end server as balanced as possible on the basis of WebSocket connection.It is excluded simultaneously by health examination
The server of delay machine enhances the fault-tolerance of system.
2) consistency for guaranteeing user file on multi node server using the NAS file storage service of Ali's cloud, by by institute
There is the working space on back-end server to be all mounted to NAS file system instance, to realize the shared and real-time update of file.
5. code operation service realization mechanism according to claim 1, which is characterized in that
1) asynchronous queue's service provides the unified rear end API, WebIDE REST by calling the API to realize running tool
It starts and stops, the interface that the rear end WebIDE encapsulates the API is as follows:
Wherein AsyncJobTool has packed the information of corresponding tool, when CallBackClass defines task and is disposed
The call back function of WebIDE.
2) by construct Docker mirror image the running environment of a variety of programming languages and item types is provided, as Java, Python,
Jmeter, Selenium etc., while can easily be extended, as long as building meets the Docker mirror image of data constraint, i.e.,
It can be in seamless access WebIDE.Data constraint includes:
A) files such as log and score are output to unified file
B) local score calculation result meets existing JSON format definition:
Wherein the content of score and title is defined according to item types needs.
6. asynchronous queue's management service according to claim 1, which is characterized in that
1) the unified interface standard of the service discipline for being designed as being integrated into WebIDE platform of primitive is operated, operation primitive is met
It is required that third party's service be just desirably integrated on platform.Operation primitive includes the operation of service, is stopped and three kinds of state.
2) asynchronous queue allows the service into WebIDE communication module to be managed, as unit of message or message groups, under reception
The scheduling of one stage distributed scheme.The notification queue by way of asynchronous message after execution is serviced, queue Central Plains is updated
There are message or message groups.
3) distributed schemes use reasonable load balancing, the message or message groups in distribution asynchronous queue to different clothes
Business device executes.Specific service is run by way of container mirror image.
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CN111198679A (en) * | 2019-12-18 | 2020-05-26 | 北京航天测控技术有限公司 | Fusion method and device of multi-language health management model |
CN111580801A (en) * | 2020-04-27 | 2020-08-25 | 青海大学 | Cross-programming-language distributed computing framework |
CN112579064A (en) * | 2020-12-04 | 2021-03-30 | 深圳市大富网络技术有限公司 | Code prompting method, system, device and readable storage medium |
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CN112764894A (en) * | 2020-12-14 | 2021-05-07 | 上海欧易生物医学科技有限公司 | Credit generation analysis task scheduling system based on container technology, and construction method and scheduling scheme thereof |
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CN113645303B (en) * | 2021-08-11 | 2024-04-23 | 曙光信息产业(北京)有限公司 | Data transmission method, device, computer equipment and storage medium |
CN113805874A (en) * | 2021-09-10 | 2021-12-17 | 上海得帆信息技术有限公司 | Front-end code fragment dynamic rendering method and system suitable for multi-frame language |
JP7538330B2 (en) | 2021-11-26 | 2024-08-21 | ベイジン バイドゥ ネットコム サイエンス テクノロジー カンパニー リミテッド | Cloud code development system, method, apparatus, device and storage medium |
EP4209894A4 (en) * | 2021-11-26 | 2024-01-17 | Beijing Baidu Netcom Science Technology Co., Ltd. | Cloud code development system, method, and apparatus, device, and storage medium |
CN115756829A (en) * | 2022-10-31 | 2023-03-07 | 中化现代农业有限公司 | Online editing algorithm device deployment method |
CN116560658B (en) * | 2023-06-29 | 2024-02-06 | 睿思芯科(深圳)技术有限公司 | Cloud technology-based chip integrated development system |
CN116560658A (en) * | 2023-06-29 | 2023-08-08 | 睿思芯科(深圳)技术有限公司 | Cloud technology-based chip integrated development system |
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