CN112965786A - Continuous integration and continuous delivery method and device based on containerization - Google Patents

Continuous integration and continuous delivery method and device based on containerization Download PDF

Info

Publication number
CN112965786A
CN112965786A CN202110259461.0A CN202110259461A CN112965786A CN 112965786 A CN112965786 A CN 112965786A CN 202110259461 A CN202110259461 A CN 202110259461A CN 112965786 A CN112965786 A CN 112965786A
Authority
CN
China
Prior art keywords
continuous
containerization
task
integration
persistent
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202110259461.0A
Other languages
Chinese (zh)
Inventor
权宝强
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.)
Digital China Rongxin Cloud Technology Service Co ltd
Original Assignee
Digital China Rongxin Cloud Technology Service Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Digital China Rongxin Cloud Technology Service Co ltd filed Critical Digital China Rongxin Cloud Technology Service Co ltd
Priority to CN202110259461.0A priority Critical patent/CN112965786A/en
Publication of CN112965786A publication Critical patent/CN112965786A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • 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
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533Hypervisors; Virtual machine monitors
    • G06F9/45558Hypervisor-specific management and integration aspects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3696Methods or tools to render software testable
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/40Transformation of program code
    • G06F8/41Compilation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/60Software deployment
    • G06F8/61Installation
    • G06F8/63Image based installation; Cloning; Build to order
    • 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
    • G06F9/44Arrangements for executing specific programs
    • G06F9/445Program loading or initiating
    • G06F9/44505Configuring for program initiating, e.g. using registry, configuration files
    • 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
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533Hypervisors; Virtual machine monitors
    • G06F9/45558Hypervisor-specific management and integration aspects
    • G06F2009/45591Monitoring or debugging support

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Stored Programmes (AREA)

Abstract

The invention discloses a continuous integration and continuous delivery method and a device based on containerization, wherein the method comprises the following steps: writing a business application code and providing a construction file of the business application code containerization application; building files of the containerized application and configuration files of the compiled container mirror images are built in; creating a continuous integration task, completing containerization of the application and pushing a container mirror image into a configuration file of a mirror image warehouse; creating a continuous deployment task; running an automatic test script, generating and sending a test report; executing a test task; and configuring a Webhook address into a developed code library, and triggering a Pipline task defined in a continuous integration tool by submitting business application codes or combining the business application codes by a developer. By the method and the device, all traditional applications are packaged in a container mode, a set of reasonable flow scheme is established, the cost is reduced, and the idea provided by DevOps is achieved.

Description

Continuous integration and continuous delivery method and device based on containerization
Technical Field
The invention relates to the technical field of integration and delivery, in particular to a continuous integration and continuous delivery method and device based on containerization.
Background
In the whole life cycle of the current software development, the DevOps is a new and new concept, aiming at enabling the construction, testing and release to be faster, more frequent and more reliable and streamlined through the automatic processes of 'software development delivery' and 'business and architecture change', and the prompt, frequent and reliable delivery of the concept needs a set of fully automatic construction process to guarantee, the current software has a set of mature methodology and tools in each link of development, testing, deployment, delivery, operation and maintenance, but there is no mature complete methodology to solve the rapid, frequent and reliable continuous delivery of automation proposed by the DevOps, so that the cost of personnel participating in each link in communication is very large, and the whole process can be completed only by human intervention, which makes the final delivery of the software difficult to reach the concept proposed by the DevOps, making the team work against DevOps prohibitive.
Disclosure of Invention
In view of the above technical problems in the related art, the present invention provides a containerization-based continuous integration and continuous delivery method and apparatus, which can overcome the above disadvantages in the prior art.
In order to achieve the technical purpose, the technical scheme of the invention is realized as follows:
a containerization-based continuous integration and continuous delivery method, the method comprising:
writing a business application code and providing a construction file of the business application code containerization application;
building files of the containerized application and configuration files of the compiled container mirror images are built in;
creating a continuous integration task through a continuous integration tool, completing containerization of the application by calling a plug-in and pushing a container mirror image into a configuration file of a mirror image warehouse;
creating a continuous deployment task through a continuous integration tool;
defining an automated test script task set, running an automated test script, and generating and sending a test report;
the method comprises the steps of self-defining continuous integration to continuously deployed Pipeline, and executing a test task;
and configuring a Webhook address into a developed code library, and triggering a Pipline task defined in a continuous integration tool by submitting business application codes or combining the business application codes by a developer.
Further, the content of the build file of the containerized application includes: and (5) configuring the environment.
Further, the creating of the persistent integration task includes: a code repository source address and build branch are defined.
Further, when the continuous integration tool runs, the code is pulled through the code warehouse source address.
Further, in the executing test task, the tasks are executed serially and/or concurrently.
According to another aspect of the present invention, there is provided a containerization-based continuous integration and continuous delivery apparatus, the apparatus comprising:
the compiling and providing unit is used for compiling the service application codes and providing the construction files of the containerized application of the service application codes;
the built-in unit is used for building a construction file and a configuration file of a compiling container mirror image of the containerized application;
the system comprises a creating and pushing unit, a storage unit and a storage unit, wherein the creating and pushing unit is used for creating a continuous integration task through a continuous integration tool, completing containerization of an application by calling a plug-in and pushing a container mirror image into a configuration file of a mirror image warehouse;
the creating unit is used for creating a continuous deployment task through a continuous integration tool;
the operation sending unit is used for defining an automatic test script task set, operating an automatic test script and generating and sending a test report;
the execution unit is used for customizing the Pipeline which is continuously integrated to the continuous deployment and executing the test task;
and the triggering unit is used for configuring the Webhook address into the developed code library, and triggering the Pipline task defined in the continuous integration tool by submitting the business application code or combining the business application code by a developer.
Further, the content of the build file of the containerized application includes: and (5) configuring the environment.
Further, the creating of the persistent integration task includes: a code repository source address and build branch are defined.
Further, when the continuous integration tool runs, the code is pulled through the code warehouse source address.
Further, in the executing test task, the tasks are executed serially and/or concurrently.
The invention has the beneficial effects that: by the method and the device, all traditional applications are packaged in a container mode, a set of reasonable flow scheme is established, the cost is reduced, and the idea provided by DevOps is achieved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a block flow diagram of a containerization-based method for continuous integration and continuous delivery in accordance with an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a containerization-based continuous integration and continuous delivery method according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments that can be derived by one of ordinary skill in the art from the embodiments given herein are intended to be within the scope of the present invention.
As shown in fig. 1, a containerization-based continuous integration and continuous delivery method according to an embodiment of the present invention includes:
writing a business application code and providing a construction file of the business application code containerization application;
building files of the containerized application and configuration files of the compiled container mirror images are built in;
creating a continuous integration task through a continuous integration tool, completing containerization of the application by calling a plug-in and pushing a container mirror image into a configuration file of a mirror image warehouse;
creating a continuous deployment task through a continuous integration tool;
defining an automated test script task set, running an automated test script, and generating and sending a test report;
the method comprises the steps of self-defining continuous integration to continuously deployed Pipeline, and executing a test task;
and configuring a Webhook address into a developed code library, and triggering a Pipline task defined in a continuous integration tool by submitting business application codes or combining the business application codes by a developer.
In some embodiments of the invention, the content of the build file of the containerized application includes: and (5) configuring the environment.
In some embodiments of the invention, the creating of the persistent integration task comprises: a code repository source address and build branch are defined.
In some embodiments of the invention, the persistent integration tool runs code pull with the code repository source address.
In some embodiments of the invention, the executing of the test task is performed serially and/or concurrently.
As shown in fig. 2, according to another aspect of the present invention, there is provided a containerization-based continuous integration and continuous delivery apparatus, including:
the compiling and providing unit is used for compiling the service application codes and providing the construction files of the containerized application of the service application codes;
the built-in unit is used for building a construction file and a configuration file of a compiling container mirror image of the containerized application;
the system comprises a creating and pushing unit, a storage unit and a storage unit, wherein the creating and pushing unit is used for creating a continuous integration task through a continuous integration tool, completing containerization of an application by calling a plug-in and pushing a container mirror image into a configuration file of a mirror image warehouse;
the creating unit is used for creating a continuous deployment task through a continuous integration tool;
the operation sending unit is used for defining an automatic test script task set, operating an automatic test script and generating and sending a test report;
the execution unit is used for customizing the Pipeline which is continuously integrated to the continuous deployment and executing the test task;
and the triggering unit is used for configuring the Webhook address into the developed code library, and triggering the Pipline task defined in the continuous integration tool by submitting the business application code or combining the business application code by a developer.
In some embodiments of the invention, the content of the build file of the containerized application includes: and (5) configuring the environment.
In some embodiments of the invention, the creating of the persistent integration task comprises: a code repository source address and build branch are defined.
In some embodiments of the invention, the persistent integration tool runs code pull with the code repository source address.
In some embodiments of the invention, the executing of the test task is performed serially and/or concurrently.
According to one or more embodiments, as shown in fig. 1, a completion process from development to deployment is described in detail, a detailed continuous integration and continuous deployment process is defined by an automatic construction tool Jenkins, a code management tool Git, a container mirror warehouse and a container management engine, and a construction sequence of Jenkins tasks can be freely arranged in a mode that Jenkins defines pipeline, so that final delivery is achieved.
Jenkins is a continuous integration tool used for monitoring continuous and repeated work and is an open and easy-to-use software platform. Docker is an open source application container engine, which lets developers package their applications and dependencies into a lightweight, portable container, and then distribute them to any popular Linux machine, which can also implement virtualization. The mirror image warehouse is used for storing Docker mirror images and providing the downloading and uploading functions of the mirror images. The container deployment engine is a container cluster management tool and is responsible for network, storage, arrangement and the like of the containers.
The embodiment of the invention is completed by combining open source tools provided by container ecological environment and automatic construction, and comprises the following steps:
and developing the business application code and providing a construction file of the business code containerization application.
By building a build file (Dockerfile) of the containerized application in the code library and compiling some additional configuration files required for the container image, the content of the Dockerfile should cover a complete set of environment configurations required for the application to operate properly.
Persistent integration tasks are created by the persistent integration tool Jenkins.
The continuous integration tool Jenkins is a very strong construction tool and supports a plurality of plug-in libraries, in the method system, plug-ins needing to be installed are Git, SVN, Docker, Maven and the like, and a user can install the plug-ins according to the self requirement.
Creating a persistent integration task by Jenkins: the task needs to define a code warehouse source address and a branch needing to be constructed, and Jenkins performs code pulling through the address when executing the task; a packing manner (maven, gradle, shell, etc.); running a unit test built in the code or additionally provided; and completing application containerization by calling the Docker plug-in and pushing the generated container mirror image to a mirror image warehouse.
Persistent deployment tasks are created by the persistent integration tool Jenkins.
The method comprises the steps that template definition of a Deployment task is carried out according to a container Deployment engine used by a user, if kubernets are selected, a template file comprises definitions of resources such as Service, Deployment and Configmap which can be analyzed by the kubernets; if the deployment is performed in a manner of Docker-compound, it is necessary to provide yaml files and mounted configuration files that can be parsed by Docker-compound. Strategies such as rolling upgrades, manually-intervened blue-green and grayscale upgrades, etc. may also be defined for each service update/upgrade.
An automated test script task set is defined.
An additional set of integrated test tasks can be added via the Jenkins tool for running automated test scripts.
And verifying the deployed environment, generating a test report and informing the QA and the tester in a mail or enterprise communication group mode.
Custom is continuously integrated into continuously deployed Pipeline, and test tasks can be executed concurrently. A Pipeline task is arranged through a Jenkins tool, and a workflow from continuous integration and continuous deployment to a test task is specified. Tasks in the workflow can be independently and serially performed according to the needs of the users, and can also be concurrently performed. Defining a condition for Pipline task triggering (which can be webhook or timing triggering);
and configuring a Web hook address into a developed code library, and triggering a Pipline task defined in Jenkins by a developer by submitting a service code or a combined code to trigger the whole process.
In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may also be an electric, mechanical or other form of connection.
The method comprises the steps of collecting service logs in a centralized mode, adding a log collection module for each application image, and collecting the service logs into a designated storage system in a unified mode, wherein the storage system can be an es database, a prometheus, a loki and the like. The query is then unified in grafana.
After the service logs are collected in a centralized manner, the information in the logs can be analyzed and processed by using schemes such as machine learning and the like, a set of early warning threshold values are set, and corresponding service and service early warning notifications are carried out according to the log information.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention essentially or partially contributes to the prior art, or all or part of the technical solution can be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention.
In conclusion, by means of the technical scheme of the invention, all traditional applications are packaged in a containerization mode through the method and the device, a set of reasonable flow scheme is established, the cost is reduced, and the idea proposed by DevOps is achieved.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.

Claims (10)

1. A containerization-based method for continuous integration and continuous delivery, comprising:
writing a business application code and providing a construction file of the business application code containerization application;
building files of the containerized application and configuration files of the compiled container mirror images are built in;
creating a continuous integration task through a continuous integration tool, completing containerization of the application by calling a plug-in and pushing a container mirror image into a configuration file of a mirror image warehouse;
creating a continuous deployment task through a continuous integration tool;
defining an automated test script task set, running an automated test script, and generating and sending a test report;
the method comprises the steps of self-defining continuous integration to continuously deployed Pipeline, and executing a test task;
and configuring a Webhook address into a developed code library, and triggering a Pipline task defined in a continuous integration tool by submitting business application codes or combining the business application codes by a developer.
2. The containerization-based continuous integration and continuous delivery method of claim 1, wherein the content of the build file of the containerized application comprises: and (5) configuring the environment.
3. The containerization-based persistent integration and persistent delivery method of claim 1, wherein the creating of the persistent integration task comprises: a code repository source address and build branch are defined.
4. The containerization-based persistent integration and persistent delivery method of claim 3, wherein the persistent integration tool runs code pull via the code repository source address.
5. The containerization-based persistent integration and persistent delivery method of claim 1, wherein the executing test tasks are performed serially and/or concurrently.
6. A containerization-based continuous integration and continuous delivery apparatus, comprising:
the compiling and providing unit is used for compiling the service application codes and providing the construction files of the containerized application of the service application codes;
the built-in unit is used for building a construction file and a configuration file of a compiling container mirror image of the containerized application;
the system comprises a creating and pushing unit, a storage unit and a storage unit, wherein the creating and pushing unit is used for creating a continuous integration task through a continuous integration tool, completing containerization of an application by calling a plug-in and pushing a container mirror image into a configuration file of a mirror image warehouse;
the creating unit is used for creating a continuous deployment task through a continuous integration tool;
the operation sending unit is used for defining an automatic test script task set, operating an automatic test script and generating and sending a test report;
the execution unit is used for customizing the Pipeline which is continuously integrated to the continuous deployment and executing the test task;
and the triggering unit is used for configuring the Webhook address into the developed code library, and triggering the Pipline task defined in the continuous integration tool by submitting the business application code or combining the business application code by a developer.
7. The containerization-based continuous integration and continuous delivery apparatus of claim 6, wherein the content of the build file of the containerization application comprises: and (5) configuring the environment.
8. The containerization-based persistent integration and persistent delivery apparatus of claim 6, wherein the creating of the persistent integration task comprises: a code repository source address and build branch are defined.
9. The containerization-based persistent integration and persistent delivery apparatus of claim 8, wherein the persistent integration tool is operable to pull code from the code repository source address.
10. The containerization-based persistent integration and persistent delivery apparatus of claim 6, wherein the executing test tasks are performed serially and/or concurrently.
CN202110259461.0A 2021-03-10 2021-03-10 Continuous integration and continuous delivery method and device based on containerization Pending CN112965786A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110259461.0A CN112965786A (en) 2021-03-10 2021-03-10 Continuous integration and continuous delivery method and device based on containerization

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110259461.0A CN112965786A (en) 2021-03-10 2021-03-10 Continuous integration and continuous delivery method and device based on containerization

Publications (1)

Publication Number Publication Date
CN112965786A true CN112965786A (en) 2021-06-15

Family

ID=76277086

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110259461.0A Pending CN112965786A (en) 2021-03-10 2021-03-10 Continuous integration and continuous delivery method and device based on containerization

Country Status (1)

Country Link
CN (1) CN112965786A (en)

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113434554A (en) * 2021-06-30 2021-09-24 青岛海尔科技有限公司 Method and device for constructing continuous integration assembly line
CN113741958A (en) * 2021-09-03 2021-12-03 科讯嘉联信息技术有限公司 Software development and delivery method and system based on cloud-native
CN113850494A (en) * 2021-09-22 2021-12-28 广东电网有限责任公司 Data loading method and device, electronic equipment and storage medium
CN114064150A (en) * 2021-11-23 2022-02-18 上海致景信息科技有限公司 Local service operation method based on kubernets platform
CN114168213A (en) * 2021-10-26 2022-03-11 青岛海尔科技有限公司 Software release method and device based on Jenkins and electronic equipment
CN116431275A (en) * 2023-02-16 2023-07-14 广州钛动科技股份有限公司 Tolerance configuration method, device, computer equipment and storage medium
CN116501652A (en) * 2023-06-29 2023-07-28 绿城科技产业服务集团有限公司 Automatic testing method and system for sustainable integration based on SAAS (software as a service) system
US11847431B2 (en) 2022-03-03 2023-12-19 International Business Machines Corporation Automatic container specification file generation for a codebase
CN117573235A (en) * 2024-01-17 2024-02-20 山东浪潮数据库技术有限公司 Continuous integrated construction configuration management method

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106873975A (en) * 2016-12-30 2017-06-20 武汉默联股份有限公司 Devops based on Docker persistently pays and automated system and method
CN108920250A (en) * 2018-06-05 2018-11-30 麒麟合盛网络技术股份有限公司 The method and device of Application Container
CN109344080A (en) * 2018-10-31 2019-02-15 江苏电力信息技术有限公司 It is lasting to deliver and the integrated Software Quality Assurance method of automatic test
CN110083369A (en) * 2019-04-25 2019-08-02 中电科嘉兴新型智慧城市科技发展有限公司 A kind of continuous integrating and lasting delivery method based on container scheme
CN111198814A (en) * 2019-12-23 2020-05-26 曙光信息产业(北京)有限公司 Continuously integrated acceptance system for continuous delivery

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106873975A (en) * 2016-12-30 2017-06-20 武汉默联股份有限公司 Devops based on Docker persistently pays and automated system and method
CN108920250A (en) * 2018-06-05 2018-11-30 麒麟合盛网络技术股份有限公司 The method and device of Application Container
CN109344080A (en) * 2018-10-31 2019-02-15 江苏电力信息技术有限公司 It is lasting to deliver and the integrated Software Quality Assurance method of automatic test
CN110083369A (en) * 2019-04-25 2019-08-02 中电科嘉兴新型智慧城市科技发展有限公司 A kind of continuous integrating and lasting delivery method based on container scheme
CN111198814A (en) * 2019-12-23 2020-05-26 曙光信息产业(北京)有限公司 Continuously integrated acceptance system for continuous delivery

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
CRYSTONESC: "容器内应用日志采集方案介绍与实践", 《SDNLAB》 *

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113434554A (en) * 2021-06-30 2021-09-24 青岛海尔科技有限公司 Method and device for constructing continuous integration assembly line
CN113741958A (en) * 2021-09-03 2021-12-03 科讯嘉联信息技术有限公司 Software development and delivery method and system based on cloud-native
CN113850494A (en) * 2021-09-22 2021-12-28 广东电网有限责任公司 Data loading method and device, electronic equipment and storage medium
CN114168213A (en) * 2021-10-26 2022-03-11 青岛海尔科技有限公司 Software release method and device based on Jenkins and electronic equipment
CN114064150A (en) * 2021-11-23 2022-02-18 上海致景信息科技有限公司 Local service operation method based on kubernets platform
US11847431B2 (en) 2022-03-03 2023-12-19 International Business Machines Corporation Automatic container specification file generation for a codebase
CN116431275A (en) * 2023-02-16 2023-07-14 广州钛动科技股份有限公司 Tolerance configuration method, device, computer equipment and storage medium
CN116431275B (en) * 2023-02-16 2024-01-19 广州钛动科技股份有限公司 Tolerance configuration method, device, computer equipment and storage medium
CN116501652A (en) * 2023-06-29 2023-07-28 绿城科技产业服务集团有限公司 Automatic testing method and system for sustainable integration based on SAAS (software as a service) system
CN116501652B (en) * 2023-06-29 2023-09-12 绿城科技产业服务集团有限公司 Automatic testing method and system for sustainable integration based on SAAS (software as a service) system
CN117573235A (en) * 2024-01-17 2024-02-20 山东浪潮数据库技术有限公司 Continuous integrated construction configuration management method

Similar Documents

Publication Publication Date Title
CN112965786A (en) Continuous integration and continuous delivery method and device based on containerization
US10761810B2 (en) Automating testing and deployment of software code changes
CN110321152B (en) Software development platform
CN102693183B (en) Method and system for realizing automatic software testing
US8533676B2 (en) Single development test environment
CN114489934A (en) Continuous delivery method and device based on container
CN110083369A (en) A kind of continuous integrating and lasting delivery method based on container scheme
CN111142879B (en) Software integrated release method and automatic operation and maintenance platform
CN109683899A (en) A kind of software integrating method and device
CN111324379B (en) Model deployment system based on general SOA service
CN111930421A (en) DevOps-based free layout monitoring system and using method thereof
CN105760167A (en) Docker-based continuous integration method
CN110795078A (en) APP engineering operation system architecture method based on IOS system
CN105653287A (en) Automatic program version issuing method and device
CN106250179A (en) The method that system dynamics function intercepts extension is realized by the compiling of multilingual cloud
CN115454869A (en) Interface automation test method, device, equipment and storage medium
EP2503449A2 (en) Single development test environment
CN110704082A (en) Continuous integration method and system for monitoring platform
CN114995835A (en) Application automation deployment method, system, equipment and readable storage medium
CN112882724A (en) Method for automatic deployment of OpenStack cloud platform pipeline
CN112015371B (en) Software development device under non-embedded software platform
CN111522623B (en) Modularized software multi-process running system
CN114265595B (en) Cloud native application development and deployment system and method based on intelligent contracts
CN116400950A (en) DevOps element pipeline system based on version control
CN113656040A (en) Program component debugging and updating method and corresponding device, equipment and medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20210615