CN110471775A - A method of by modeling and simulating software encapsulation at privately owned cloud service - Google Patents

A method of by modeling and simulating software encapsulation at privately owned cloud service Download PDF

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Publication number
CN110471775A
CN110471775A CN201810429814.5A CN201810429814A CN110471775A CN 110471775 A CN110471775 A CN 110471775A CN 201810429814 A CN201810429814 A CN 201810429814A CN 110471775 A CN110471775 A CN 110471775A
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China
Prior art keywords
modeling
server
client
hdfs
tenant
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Pending
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CN201810429814.5A
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Chinese (zh)
Inventor
黄继杰
林昌年
周海明
张磊
林春龙
包喜春
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
State Grid Corp of China SGCC
China Electric Power Research Institute Co Ltd CEPRI
Electric Power Research Institute of State Grid Shandong Electric Power Co Ltd
Beijing Kedong Electric Power Control System Co Ltd
Original Assignee
State Grid Corp of China SGCC
China Electric Power Research Institute Co Ltd CEPRI
Electric Power Research Institute of State Grid Shandong Electric Power Co Ltd
Beijing Kedong Electric Power Control System Co Ltd
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Application filed by State Grid Corp of China SGCC, China Electric Power Research Institute Co Ltd CEPRI, Electric Power Research Institute of State Grid Shandong Electric Power Co Ltd, Beijing Kedong Electric Power Control System Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN201810429814.5A priority Critical patent/CN110471775A/en
Publication of CN110471775A publication Critical patent/CN110471775A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/54Interprogram communication
    • G06F9/544Buffers; Shared memory; Pipes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/54Interprogram communication
    • G06F9/547Remote procedure calls [RPC]; Web services
    • G06F9/548Object oriented; Remote method invocation [RMI]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/02Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00Indexing scheme relating to G06F9/00
    • G06F2209/54Indexing scheme relating to G06F9/54
    • G06F2209/549Remote execution

Abstract

The present invention relates to electric system simulation field more particularly to it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service.It the described method comprises the following steps: 1, establishing the communication channel of client and cloud server terminal;2, it writes WebSocket server-side and establishes SaaS layers of application;3, the message layer application based on ICE;4, mapping of the operation data of modeling and simulating process to HDFS;5, the interface of PaaS layers of C access HDFS.The object of the present invention is to provide a kind of modeling and simulating software packages that will be run on conventional individual, the method being deployed in enterprise's private clound, it is namely exactly the two-way communication technology by using WebSocket, by traditional modeling and simulating software encapsulation of single-unit operation at service, makes it have while providing the ability of cloud service for many users.

Description

A method of by modeling and simulating software encapsulation at privately owned cloud service
Technical field
The present invention relates to electric system simulation field more particularly to it is a kind of by modeling and simulating software encapsulation at privately owned cloud service Method.
Background technique
There is provided a set of standard software system to cloud service for hundreds of different clients (also known as tenant) is in cloud framework SaaS layers of work, this requires SaaS service to want to support the isolation of data and configuration between different tenants, to guarantee every The individual demand of the security and privacy of a tenant data and user to interface, service logic, data structure etc..It is more The realization emphasis of tenant's technology is isolation (the application context of application environment between different tenants Isolation) and the isolation of data (data isolation), to maintain application program between different tenants mutually not do It disturbs, while the confidentiality of data is also enough strong.For application program part, by process or multiple utility program can be supported simultaneously The loading environment (such as Web Server Apache for using or IIS etc.) of operation does the isolation between process, or same It is isolated in a manner of running thread in a servo programe (server) process;For data portion, it can be incited somebody to action by different mechanism The data isolation of different tenants, Force are cut using the technology of broker data (metadata), the technology text of Microsoft MSDN Part is then to illustrate to be isolated using the mode that structure describes.
There are three kinds of main schemes in SaaS multi-tenant, be self contained data base, shared data bank respectively on the data store With shared data framework.One database of a self contained data base i.e. tenant, the user data isolation level highest of this scheme, Safety is best, but cost is also high.Shared data bank, that is, multiple or all tenants share Database, but a Tenant mono- A Schema provides a degree of logical data isolation for the higher tenant of security requirement, is not entirely isolated;Often A database can support more tenant's quantity.Shared data framework, that is, tenant shares the same Database, same Schema, but the data of tenant are distinguished in table by TenantID, this is the minimum mould of degree of share highest, isolation level Formula.
There are also a kind of single tenant architecture, single tenant SaaS frameworks to be sometimes referred to as more example architecture (Multiple by SaaS Instance), refer to individually creating respective software application and back-up environment for each client.Single tenant SaaS is drawn extensively Need support the application of customization used in client, and this customization is either because of region, or to be that they need higher Security control.By the mode of single tenant, each client have a database being individually placed on independent server and In operating system, or the virtual network environment be isolated using strong safety measure.
In the environment of a single tenant SaaS, each tenant buys specific software instances, and passes through customized satisfaction Their particular demands.Although the function that these cloud service providers provide the foundation, user can obtain many can configure Ability: for example, the adjustable different configuration needs of user, internally the database of database or outside partner is added Different modules.
Many researchs are done to the Web service of modeling and simulating software both at home and abroad, such as the UN- of Columbia University VirtualLab just provides the in-circuit emulation environment based on web access for unified Modeling simulation software Modelica; Linkoping university, same Switzerland develops the Modeling and simulation platform of a network edition also based on Web.The domestic Central China University of Science and Technology NWorks and the IEEVL of Zhejiang University also carried out the research of the Modeling and simulation platform based on Web developing network version respectively. These are studied without the tenant architecture using SaaS, but the Web service framework of Apache.
Prior art disadvantage:
1, when based on Web come by traditional modeling and simulating software service, the emulation supported by modeling and simulating software Activity is a process, is related to that emulation is initial, promotes by simulation step length and the work such as Simulation Evaluation, and web access is ill-mannered What state property cannot be guaranteed entire artificial activity is for the same user demand.
2, it will lead to the PasS (platform i.e. service layer) to cloud platform bottom based on serviceization of the Web to modeling and simulating software With the difficulty of IaaS (architecture, that is, service layer) resource access.
3, traditional modeling and simulating software responds the various events in operational process, the hair of these events by event-driven Life be it is random and require response be it is asynchronous, request employed in cloud based on http protocol response is synchronous mode.
Summary of the invention
The purpose of the present invention is be directed to background technique the problem of provide it is a kind of by modeling and simulating software encapsulation at private There is the method for cloud service, is exactly the two-way communication technology by using WebSocket, traditional modeling and simulating of single-unit operation is soft Part is packaged into service, makes it have while providing the ability of cloud service for many users.
Method provided by the invention the following steps are included:
1, the communication channel of client and cloud server terminal is established;
2, it writes WebSocket server-side and establishes SaaS layers of application;
3, the message layer application based on ICE;
4, mapping of the operation data of modeling and simulating process to HDFS;
5, the interface of PaaS layers of C access HDFS.
Further, in step 1:
Using WebSocket loose coupling technology, the input data that client generates is issued into cloud server terminal, and receives cloud clothes The output data at business end;Alternative events are encoded simultaneously, and the parameter and response results of event are encoded and parsed.
Further, in step 2:
SaaS layers of application use WebSocket agreement, the transmittable data for deferring to soap protocol;The net of Python language Network programming interface has fully achieved WebSocket, and server-side is write using Python, and the Python program of server-side saves There is the connection handle for the client having connected, for needing to push the event of processing, the Python program of server-side passes through connection Handle actively sends the data to corresponding client;The soap protocol of the Python program parsing client of server-side, is responding A process is created after the connection request of client, traditional modeling and simulating software code is added in by it and is run, hereafter server-side Python program role is exactly the communication agent completed between client and the simulation process of the load, and in the company of client It connects and is disconnected rear server-side and this process can be destroyed.
Further, in step 3:
Communication between the Python program of server-side and the simulation process of load uses the subscription and publication of messaging bus Mechanism is realized, uses RPC (Remote Procedure Call Protocol remote procedure call protocol) skill in server-side Art realizes the subscription and publication of message, is distributed to the process of server-side on a group of planes, is made full use of by load-balancing technique The computing resource of server-side;Using ICE (Internet Communications Engine) this RPC middleware, with ICE's Slice language is the good communication interface of modeling and simulating process definition, and the C++ code of interface realization is generated with Slice2Cpp, instead of Modeling and simulating program Central Plains is come by visualizing man-machine interface related code, while generating server-side using Slice2Py Python routine interface, a part as serve end program;The content of every message must include process id field, and server-side is logical It is associated with WebSocketID to cross this ID, makes the corresponding customer service in a modeling and simulating process sole duty position.
Further, include: in the step 4
(4.1) each modeling and simulating process is responsible for completing the artificial tasks of a tenant, in the artificial tasks for completing tenant The data storage generated in the process is into each process space alone, and the multi-tenant technology in SaaS is by tenant ID in database It is middle to establish relevant table to store the independent data of tenant, also require that each client is being registered when first used to obtain Obtain his tenant's ID number;Its tenant's ID number is used when client logs in, the unique tenant's ID number of the system generated in this way is each in client It will form unique mapping, i.e. unique mapping of tenant ID to WebSocketID, then uniquely reflecting to process ID when use It penetrates;
(4.2) great capacity data storage under cloud environment is mostly Hadoop, its storage bottom technology is distributed file System HDFS, HDFS provide the POSIX file access protocol of standard, and the text in different paths can be stored by file directory Part establishes corresponding catalogue according to the ID of each tenant in HDFS, so that each client be made to have its independent to deposit in HDFS Store up path;Each emulation for client is built in having its independent store path by the character string that " date+time " is constituted Vertical subdirectory, and the interface listed subdirectory and temporally search history emulation data is provided in server-side for client.
Further, in step 5:
(5.1) Hadoop FileSystem is produced after Hadoop being installed, system APIs is JAVA CLIENT API, HDFS provides the C calling interface LIB HDFS based on JNI, accesses HDFS file system by LIB HDFS and uses C language API The file system for accessing normal operating system is similar, but LIB HDFS does not support to modify file content, Zhi Neng at an arbitrary position End of file executes append operation, or executes truncate operation to entire file;
(5.2) JAVA JDK and Hadoop release is installed in server-side, several critical environments variables, including LD_ is set The setting of LIBRARY_PATH and CLASSPATH, in LD_LIBRARY_PATH environmental variance add libjvm.so and Path where the library libhdfs.so needs to include the complete trails information of all jar packets of Hadoop offer for CLASSPATH.
The present invention has the beneficial effect that:
The multi-tenant architecture of multi-tenant architecture and SaaS based on SaaS has access virtualization hardware than Web service framework Advantage, while the WebSocket technology of the bi-directional asynchronous transmission standard based on http protocol, the present invention by using The two-way communication technology of WebSocket makes it have by traditional modeling and simulating software encapsulation of single-unit operation at service while being Many users provide the ability of cloud service.
Detailed description of the invention
Fig. 1 technical solution of the present invention flow chart
Specific embodiment
With reference to the accompanying drawing, detailed elaboration is made to specific embodiments of the present invention.
Fig. 1 is technical solution of the present invention flow chart, as shown in Fig. 1, it is a kind of by modeling and simulating software encapsulation at private clound Specific step is as follows for the method for service:
Step 1: establishing the communication channel of client and cloud server terminal
The man-machine interface of traditional modeling and simulating software mainly generates the input data of model calculating, shows that model calculates defeated Data and processing event out, it is a kind of tight coupling that these functions have been embedded into entire modeling and simulating software by corresponding code The mode of conjunction.After this loose coupling technology of WebSocket, need the input data of generation issuing server-side, and receive The output data of server-side;It needs to encode alternative events simultaneously, and the parameter and response results of event is encoded And parsing.
Step 2: writing WebSocket server-side and establish SaaS layers of application
(2.1) SaaS layers application using http protocol and on soap protocol, due to HTTP agreement be request- Answer-mode is difficult to support to the push of event response, and industry is based on http protocol and proposes WebSocket thus, can with it Send the data for deferring to soap protocol.The interface for network programming of Python has fully achieved WebSocket, utilizes Python is identical as traditional Socket network programming based on TCP/IP come the process for writing server-side.Server-side Python program preserves the connection handle for the client having connected, for needing to push the event of processing, server-side Python program actively sends the data to corresponding client by connecting handle.
(2.2) soap protocol of the Python program parsing client of server-side, after the connection request of customer in response just A process is created, be added in traditional modeling and simulating software code by it and is run.Hereafter the Python program of server-side rises Effect is exactly the communication agent completed between client and the simulation process of the load, and the server-side after the connection of client is disconnected This process can be destroyed.
Step 3: the message layer application based on ICE
Communication between the Python program of server-side and the simulation process of load uses the subscription and publication of messaging bus Mechanism is realized.RPC (Remote Procedure Call Protocol remote procedure call protocol) skill is used in server-side Art can be such that the process of server-side is distributed on a group of planes come the subscription and publication for realizing message, be made full use of by load-balancing technique The computing resource of server-side.This classical RPC middleware using ICE (Internet Communications Engine), ICE be a new generation object-oriented distributed system middleware, be most stable, powerful, high-performance in RPC communication field, across Platform, multilingual support classical Open Middleware.
It needs with the Slice language of ICE to be the good communication interface of modeling and simulating process definition, and is connect with Slice2Cpp generation The existing C++ code of cause for gossip comes instead of modeling and simulating program Central Plains by visualizing man-machine interface related code;It utilizes simultaneously Slice2Py generates the Python routine interface of server-side, a part as serve end program.The content of every message must wrap Process id field is included, server-side is associated with WebSocketID by this ID, keeps a modeling and simulating process sole duty position corresponding Customer service, so server-side, which is provided with, provides the ability of multi-tenant access.
Step 4: the mapping of the operation data of modeling and simulating process to HDFS
(4.1) each modeling and simulating process is responsible for completing the artificial tasks of a tenant, in the artificial tasks for completing tenant Many data can be generated in the process, in the space of these data needs storage to each process alone.Multi-tenant technology in SaaS Relevant table is established in the database by tenant ID to store the independent data of tenant, also requires that each client first Tenant's ID number to obtain him is registered when use.Its tenant's ID number is used when client logs in, the system generated in this way is unique Tenant's ID number will form unique mapping when client uses every time, i.e. unique mapping of tenant ID to WebSocketID, then To unique mapping of process ID.
(4.2) since tenant's number is unlimited, the number that each tenant's login uses is unlimited, and this requires use mass memory Technology.Great capacity data storage under cloud environment is mostly Hadoop, its storage bottom technology is distributed file system HDFS. HDFS provides the POSIX file access protocol of standard, and the file in different paths can be stored by file directory.Therefore it can basis The ID of each tenant establishes corresponding catalogue in HDFS, so that each client be made to have its independent store path in HDFS. Each emulation for client establishes specific item by the character string that " date+time " is constituted in having its independent store path Record, and the interface listed subdirectory and temporally search history emulation data is provided in server-side for client.
The interface of 5:PaaS layers of C access HDFS of step
Hadoop FileSystem is produced after installation Hadoop, system APIs is JAVA CLIENT API, HDFS It is not provided with primary C language access interface, and there is provided the C calling interface LIB HDFS based on JNI, visit for C language Ask that HDFS provides great convenience.HDFS file system is accessed by LIB HDFS commonly to grasp with using C language API Access The file system for making system is similar, but LIB HDFS does not support to modify file content at an arbitrary position, can only hold in end of file Row append operation, or truncate operation is executed to entire file.
For successful com C language client-side program, need that JAVA JDK and Hadoop distribution are installed in advance in server-side Version, it is also necessary to be dimensioned correctly several critical environments variables, the setting including LD_LIBRARY_PATH and CLASSPATH.In Path where needing to add the library libjvm.so and libhdfs.so in LD_LIBRARY_PATH environmental variance;And it is directed to CLASSPATH then needs to include the complete trails information of all jar packets of Hadoop offer.

Claims (6)

1. it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service, it is characterised in that the method includes following steps It is rapid:
1, the communication channel of client and cloud server terminal is established;
2, it writes WebSocket server-side and establishes SaaS layers of application;
3, the message layer application based on ICE;
4, mapping of the operation data of modeling and simulating process to HDFS;
5, the interface of PaaS layers of C access HDFS.
2. according to claim 1 it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service, which is characterized in that institute It states in step 1:
Using WebSocket loose coupling technology, the input data that client generates is issued into cloud server terminal, and receive cloud server terminal Output data;Alternative events are encoded simultaneously, and the parameter and response results of event are encoded and parsed.
3. according to claim 1 it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service, which is characterized in that institute It states in step 2:
SaaS layers of application use WebSocket agreement, the transmittable data for deferring to soap protocol;The network programming of Python Interface has fully achieved WebSocket, and server-side is write using Python, and the Python program of server-side, which is preserved, have been connected The connection handle of the client connect, for needing to push the event of processing, the Python program of server-side passes through connection handle master It is dynamic to send the data to corresponding client;The soap protocol of the Python program parsing client of server-side, in customer in response A process is created after connection request, is added in traditional modeling and simulating software code by it and is run, hereafter the Python of server-side Program role is exactly the communication agent completed between client and the simulation process of the load, and is broken in the connection of client This process can be destroyed by holding rear server-side.
4. according to claim 1 it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service, which is characterized in that institute It states in step 3:
Subscription and issue mechanism of the communication using messaging bus between the Python program of server-side and the simulation process of load It realizes, uses RPC (Remote Procedure Call Protocol remote procedure call protocol) technology in server-side The subscription and publication for realizing message, are distributed to the process of server-side on a group of planes, make full use of service by load-balancing technique The computing resource at end;Using ICE (Internet Communications Engine) this RPC middleware, with ICE's Slice language is the good communication interface of modeling and simulating process definition, and the C++ code of interface realization is generated with Slice2Cpp, instead of Modeling and simulating program Central Plains is come by visualizing man-machine interface related code, while generating server-side using Slice2Py Python routine interface, a part as serve end program;The content of every message must include process id field, and server-side is logical It is associated with WebSocketID to cross this ID, makes the corresponding customer service in a modeling and simulating process sole duty position.
5. according to claim 1 it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service, which is characterized in that institute It states in step 4 and includes:
(4.1) each modeling and simulating process is responsible for completing the artificial tasks of a tenant, in the artificial tasks process for completing tenant Into each process space alone, the multi-tenant technology in SaaS is built in the database by tenant ID for the data storage of middle generation Relevant table is found to store the independent data of tenant, also requires that each client is being registered when first used to obtain him Tenant's ID number;Its tenant's ID number is used when client logs in, the unique tenant's ID number of the system generated in this way uses every time in client When will form unique mapping, i.e. unique mapping of tenant ID to WebSocketID, then arrive unique mapping of process ID;
(4.2) great capacity data storage under cloud environment is mostly Hadoop, its storage bottom technology is distributed file system HDFS, HDFS provide the POSIX file access protocol of standard, and the file in different paths, root can be stored by file directory Corresponding catalogue is established in HDFS according to the ID of each tenant, so that each client be made to have its independent storage road in HDFS Diameter;Each emulation for client establishes son by the character string that " date+time " is constituted in having its independent store path Catalogue, and the interface listed subdirectory and temporally search history emulation data is provided in server-side for client.
6. according to claim 1 it is a kind of by modeling and simulating software encapsulation at the method for privately owned cloud service, which is characterized in that institute It states in step 5:
(5.1) Hadoop FileSystem is produced after Hadoop being installed, system APIs is JAVA CLIENT API, HDFS C calling interface LIB HDFS based on JNI is provided, HDFS file system is accessed by LIB HDFS and uses C language API Access The file system of normal operating system is similar, but LIB HDFS does not support to modify file content at an arbitrary position, can only be in file End executes append operation, or executes truncate operation to entire file;
(5.2) JAVA JDK and Hadoop release is installed in server-side, several critical environments variables, including LD_ is set The setting of LIBRARY_PATH and CLASSPATH, in LD_LIBRARY_PATH environmental variance add libjvm.so and Path where the library libhdfs.so needs to include the complete trails information of all jar packets of Hadoop offer for CLASSPATH.
CN201810429814.5A 2018-05-08 2018-05-08 A method of by modeling and simulating software encapsulation at privately owned cloud service Pending CN110471775A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112131230A (en) * 2020-11-30 2020-12-25 联通(浙江)产业互联网有限公司 Application software as a service (SaaS) realization method, device, equipment and storage medium
CN113377784A (en) * 2021-08-13 2021-09-10 成都市维思凡科技有限公司 Data processing method, system and storage medium based on middleware
CN113419946A (en) * 2021-05-31 2021-09-21 西南电子技术研究所(中国电子科技集团公司第十研究所) Ice interface test case and test script automatic generation method
CN113660133A (en) * 2021-07-01 2021-11-16 中国电子科技集团公司电子科学研究院 Simulation test system and method supporting SaaS mode

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112131230A (en) * 2020-11-30 2020-12-25 联通(浙江)产业互联网有限公司 Application software as a service (SaaS) realization method, device, equipment and storage medium
CN113419946A (en) * 2021-05-31 2021-09-21 西南电子技术研究所(中国电子科技集团公司第十研究所) Ice interface test case and test script automatic generation method
CN113660133A (en) * 2021-07-01 2021-11-16 中国电子科技集团公司电子科学研究院 Simulation test system and method supporting SaaS mode
CN113660133B (en) * 2021-07-01 2023-03-14 中国电子科技集团公司电子科学研究院 Simulation test system and method supporting SaaS mode
CN113377784A (en) * 2021-08-13 2021-09-10 成都市维思凡科技有限公司 Data processing method, system and storage medium based on middleware
CN113377784B (en) * 2021-08-13 2021-12-03 成都市维思凡科技有限公司 Data processing method, system and storage medium based on middleware

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Application publication date: 20191119