CN112181954A - System and method for carrying out measurement design by software delivery of full link data - Google Patents
System and method for carrying out measurement design by software delivery of full link data Download PDFInfo
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- CN112181954A CN112181954A CN202010894502.9A CN202010894502A CN112181954A CN 112181954 A CN112181954 A CN 112181954A CN 202010894502 A CN202010894502 A CN 202010894502A CN 112181954 A CN112181954 A CN 112181954A
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Abstract
The invention discloses a system and a method for carrying out measurement design by delivering full link data through software, wherein the system comprises the following steps: 1) the user grouping management module: the system comprises a group management module, a group management module and a group management module, wherein the group management module is used for carrying out group management on each subsystem of a project; 2) unified data acquisition module: the system is used for automatically acquiring and extracting data of each data source subsystem; 3) a data processing module: the system comprises a data calculation submodule, a data aggregation submodule and a data output submodule; 4) data measurement model: the method is designed in four ways of quantification, qualitative, local and global according to the characteristics of the software delivery full-link data. The invention can systematically create and construct a measurement system of a full link, quickly and scientifically carry out local and global optimization through the result fed back after measurement, analyze and solve the bottleneck and problems existing in the delivery process, and timely make adjustment, and the delivery provided by the result data is better, quicker and better in quality.
Description
Technical Field
The invention belongs to the technical field of data processing, and particularly relates to a system and a method for carrying out measurement design by delivering full-link data through software.
Background
With the urgent need of enterprises for IT lean operation, the production efficiency of IT is fundamentally improved, the business innovation capability of departments and enterprises is accelerated, and teams are turned to IT innovation departments from IT supporting departments. In the software delivery process, an important component of the delivery service delivers the full-link data, and the traditional mode of breakpoint, disorder and poor measurement is adopted, and the traditional mode of complete-link data acquisition, management, aggregation and output is lack, so that the management and control in the project delivery process and the evaluation after delivery lack of scientific and objective measurable data and measurement systems, and further, the process drive cannot be rapidly pushed to a process and data dual-drive mode after accumulating for a period of time.
The ultimate goal of project lifecycle-based management is to maximize the value of the delivery and the input-output ratio. Therefore, the most direct two indexes are process management and post-project evaluation, wherein the process management is divided into two major categories, namely engineering efficiency and personnel energy efficiency. The post-project evaluation focuses on project achievement and resource investment, and is embodied in index decomposition. Any item or product is on-line with a life cycle, that is, the version of the item is determined to the process of on-line of the item, and the process can be divided into a plurality of stages.
The product commissioning phase is an important phase for realizing the staged goal of the product, so the work to be done is to enable the scheduled resources to enter the phase. Product lifecycle is evolved through product planning, product architecture, product development and testing, product delivery and operation and maintenance, product operation.
The post-project evaluation stage is an important stage for cost duplication, is an important means for judging the input of human resources and software and hardware resources and comparing the output of the product after operation, is also an important means for judging the success or failure of the project or the product, and is particularly an important means for optimizing the project and the product from a higher view.
In the stage of collecting measurement indexes, a plurality of indexes are found. But in a particular metric, the indicators that focus on may be different at different stages. For example, the demand phase focuses on the throughput and total demand of the demand, and the development phase focuses more on the development efficiency and quality. Therefore, for different delivery stages, the core indexes of the stage need to be selected, then the disassembly is carried out, and then the important attention is paid according to the disassembled indexes.
In the stage of determining the measurement index, attention needs to be paid to the relationship between the global index and the local index, and the global disadvantage is possibly caused by optimizing the local index in a transition mode, so that the achievement rate of the global index is improved. Secondly, the relationship between the quantitative index and the qualitative index uses the objective evaluation of the quantitative index as much as possible, and the process drive is extended to the data drive as soon as possible. And thirdly, the relation between the team index and the individual index, the setting of the index is to promote team cooperation, improve the energy efficiency and quality of organization level, and can not cause team harmony due to the relation of the individual index. And fourthly, the relationship between the result index and the process index, the result is evaluated through the result index, the improvement is optimized through the process index, and the result index and the process index are not simply contained and contained.
Therefore, it is necessary to create and construct a full-link metric system to improve the efficiency of software delivery, ensure the quality of software delivery, solve the bottleneck existing in the delivery process, obtain feedback, and make adjustments in time.
Disclosure of Invention
Aiming at the defects of the prior art that the design and data evaluation of global measurement cannot be carried out, and the data support of the whole software delivery cycle cannot be carried out, the invention provides the system and the method for carrying out measurement design by using software to deliver the data of the full link, aiming at creating and constructing the measurement system of the full link, rapidly and scientifically carrying out local and global optimization through the feedback result after measurement, analyzing and solving the bottleneck and problem existing in the delivery process, and timely adjusting, and providing better, faster and higher-quality delivery through the result data.
In order to achieve the purpose, the invention adopts the following technical scheme:
a system for delivery of full link data in software for metrology design, the system comprising:
1) the user grouping management module: the system is used for carrying out grouping management on each data source subsystem of a project, and comprises endowing, withdrawing, editing and acting of management; managing the attributes of the user groups, including creating, editing, deleting and inquiring the group attributes;
2) unified data acquisition module: the system is used for automatically acquiring and extracting data of each data source subsystem;
3) a data processing module: the system comprises a data calculation submodule, a data aggregation submodule and a data output submodule;
the data is cleaned and preprocessed in advance through a data calculation submodule;
after the data is cleaned and preprocessed, the data convergence submodule re-associates and integrates the field names, the data types and the data contents in different physical tables according to different data output and measurement scenes, and the data convergence submodule re-converges the dimensions of an organization relation, personnel, a team and the like in one or more physical tables to realize the data convergence;
after the processing of the modules is finished, a final transactional, statistical and snapshot wide table or API interface is formed, and the data output submodule carries out various output modes of data display, query and report;
4) data measurement model: the method is designed in four modes of quantification, qualitative, local and global according to the characteristics of the software delivery full-link data, and comprises a mode of project measurement, demand measurement, version measurement, team measurement, resource measurement, construction measurement, quality measurement, environment measurement, deployment measurement, monitoring measurement and post-project evaluation measurement.
In order to optimize the technical scheme, the specific measures adopted further comprise:
further, the data source subsystem comprises a project demand management system, a code warehouse system, an automatic test system, a flow arrangement system, a monitoring system, a resource cloud management platform, an issuing system, a code scanning system, an automatic pressure test system, a production line system, a defect management system and a data center platform system.
Further, the metrology dimensions of the data metrology model have the following characteristics: specific, measurable, realizable, realistic, and sometimes restrictive.
The invention also adopts the following technical scheme: a method for delivering full link data by software to carry out measurement design is provided, which carries out grouping management on each data source subsystem of a project and manages the attribute of user grouping;
automatically collecting and extracting data of each data source subsystem;
and (3) data calculation: completing the cleaning and preprocessing of data in advance through a public data calculation mode;
data aggregation: after data is cleaned and preprocessed, according to different data output and measurement scenes, the field names, the data types and the data contents in different physical tables are re-associated and integrated, and after proper combination and separation, dimensions such as organization relations, personnel and teams are re-gathered in one or more physical tables for realization;
and (3) data output: after the processing is finished, a final transactional, statistical and snapshot wide table or API interface is formed, and various output modes such as data display, query and report can be achieved;
the method is characterized in that a data measurement model is used, and the method is designed in four modes of quantification, qualitative, local and global according to the characteristics of the full-link data delivered by software, wherein the four modes include a project measurement mode, a demand measurement mode, a version measurement mode, a team measurement mode, a resource measurement mode, a construction measurement mode, a quality measurement mode, an environment measurement mode, a deployment measurement mode, a monitoring measurement mode and a post-project evaluation measurement mode.
Further, grouping management is carried out on each subsystem of the project, including endowment, recovery, editing and proxy of management; and managing the attributes of the user groups, including creating, editing, deleting and inquiring the group attributes.
Furthermore, the data acquisition modes comprise three modes, namely web-api acquisition, page crawler acquisition and database sql acquisition.
Further, the data source subsystem comprises a project demand management system, a code warehouse system, an automatic test system, a flow arrangement system, a monitoring system, a resource cloud management platform, an issuing system, a code scanning system, an automatic pressure test system, a production line system, a defect management system and a data center platform system.
The invention has the beneficial effects that: the system and the method for carrying out measurement design by delivering the full-link data through software can systematically build and construct a measurement system of the full link, quickly and scientifically carry out local and global optimization through the result fed back after measurement, analyze and solve the bottleneck and the problem existing in the delivery process, timely adjust the bottleneck and the problem, and provide better, quicker and better quality delivery through the result data.
Drawings
FIG. 1 is a schematic diagram of a metrology design system of the present invention.
FIG. 2 is a diagram of a metrology service output model of the present invention.
FIG. 3 is a schematic diagram of a project delivery process of the present invention.
Detailed Description
The present invention will now be described in further detail with reference to the accompanying drawings.
It should be noted that the terms "upper", "lower", "left", "right", "front", "back", etc. used in the present invention are for clarity of description only, and are not intended to limit the scope of the present invention, and the relative relationship between the terms and the terms is not limited by the technical contents of the essential changes.
The invention provides a system and a method for carrying out measurement design by using software delivery full-link data, which can collect, gather, manage and output data in each link of project establishment, requirement collection and arrangement, task allocation, resource preparation, code compiling, code testing, code management, project process management, production admission, production management and project post-evaluation in the software delivery process, carry out measurement of the data in a scientific and objective mode, optimize the problems of the project in process management and result management, define the boundary of the problems, create a mode that the delivery full-link service capability is driven by a flow and a data double track, fundamentally improve the production efficiency of IT and accelerate the business innovation capability of IT departments and enterprises.
The invention discloses a system for carrying out measurement design by delivering full-link data through software, which comprises the following steps:
1) the user grouping management module: the system is used for carrying out grouping management on each subsystem of a project, and comprises the steps of giving, withdrawing, editing and acting of management; and managing the attributes of the user groups, including creating, editing, deleting and inquiring the group attributes.
2) Unified data acquisition module: the system is used for automatically collecting and extracting data of each data source subsystem. The data acquisition modes comprise a web-api acquisition mode, a page crawler acquisition mode and a database sql acquisition mode. The data source subsystem comprises a project demand management system, a code warehouse system, an automatic test system, a process arrangement system, a monitoring system, a resource cloud management platform, a release system, a code scanning system, an automatic pressure test system, a production line system, a defect management system and a data center platform system.
3) A data processing module: the system comprises a data calculation submodule, a data aggregation submodule, a data output submodule and the like;
after the data are collected by the unified collection module, the core value cannot be directly exerted, the cost for providing data transmission is high, and the data output capacity cannot be provided in real time because the data are required to be processed for the second time in the later data output link. The data is cleaned and preprocessed in advance through the data calculation submodule, and the core function is to reduce the amount of external data supply and improve the data use efficiency.
After the data is cleaned and preprocessed, the data aggregation submodule re-associates and integrates the field names, the data types and the data contents in different physical tables according to different data output and measurement scenes, and the data are properly combined and split, and dimensions such as organization relations, personnel and teams are re-aggregated in one or more physical tables to be realized.
After the processing of the modules is completed, the data output submodule forms a final transactional, statistical and snapshot wide table or API (application programming interface), and the data output submodule carries out various output modes such as data display, query and report; generally, the interface mode, the wide table mode, the pointer mode, and the rank conversion mode.
4) Data measurement model: the method is designed in four modes of quantification, qualitative, local and global according to the characteristics of the software delivery full-link data, and comprises a mode of project measurement, demand measurement, version measurement, team measurement, resource measurement, construction measurement, quality measurement, environment measurement, deployment measurement, monitoring measurement and post-project evaluation measurement. The dimensions of the metrics are characterized by being specific, scalable, realizable, realistic, time-limited.
The invention also discloses a method for carrying out measurement design by delivering the full-link data through software, which is based on a system for carrying out measurement design by delivering the full-link data through software, carries out grouping management on each data source subsystem of a project through a user grouping management module, and manages the attributes of user grouping; grouping management is carried out on each subsystem of the project, including endowment, recovery, editing and proxy of management; and managing the attributes of the user groups, including creating, editing, deleting and inquiring the group attributes.
Automatically acquiring and extracting data of each data source subsystem through a unified data acquisition module; the data acquisition modes comprise a web-api acquisition mode, a page crawler acquisition mode and a database sql acquisition mode. The data source subsystem comprises a project demand management system, a code warehouse system, an automatic test system, a process arrangement system, a monitoring system, a resource cloud management platform, a release system, a code scanning system, an automatic pressure test system, a production line system, a defect management system and a data center platform system.
And performing data calculation through a data processing module: completing the cleaning and preprocessing of data in advance through a public data calculation mode;
data aggregation: after data is cleaned and preprocessed, according to different data output and measurement scenes, the field names, the data types and the data contents in different physical tables are re-associated and integrated, and after proper combination and separation, the dimensions of an organization relation, personnel and a team are re-gathered in one or more physical tables for realization;
and (3) data output: after the processing is finished, a final transactional, statistical and snapshot wide table or API interface is formed, and various output modes such as data display, query and report can be achieved;
the method is characterized in that a data measurement model is used, and the method is designed in four modes of quantification, qualitative, local and global according to the characteristics of the full-link data delivered by software, wherein the four modes include a project measurement mode, a demand measurement mode, a version measurement mode, a team measurement mode, a resource measurement mode, a construction measurement mode, a quality measurement mode, an environment measurement mode, a deployment measurement mode, a monitoring measurement mode and a post-project evaluation measurement mode.
In one embodiment of the invention, the system further comprises an organization data association module, and the organization data association module is responsible for associating information of departments, teams and personnel in the organization framework with information of versions, requirements, tasks and the like in the software delivery process, so that data display and aggregation of the whole software delivery link are carried out in any dimension of the versions, the requirements, the tasks, the departments, the teams and the personnel.
The invention creates and constructs a measurement system of a full link, effectively improves the efficiency of software delivery through an automatic deployment assembly line, ensures the quality of software delivery through quality build-in, finds bottlenecks existing in the delivery process through continuous collection and analysis of process data, obtains feedback and timely adjusts on-line data of software products and users, and evaluates the effect of a team through result data, thereby providing better, faster and better delivery.
The above is only a preferred embodiment of the present invention, and the protection scope of the present invention is not limited to the above-mentioned embodiments, and all technical solutions belonging to the idea of the present invention belong to the protection scope of the present invention. It should be noted that modifications and embellishments within the scope of the invention may be made by those skilled in the art without departing from the principle of the invention.
Claims (7)
1. A system for delivering full link data in software for metrology design, the system comprising:
1) the user grouping management module: the system is used for carrying out grouping management on each data source subsystem of a project, and comprises endowing, withdrawing, editing and acting of management; managing the attributes of the user groups, including creating, editing, deleting and inquiring the group attributes;
2) unified data acquisition module: the system is used for automatically acquiring and extracting data of each data source subsystem;
3) a data processing module: the system comprises a data calculation submodule, a data aggregation submodule and a data output submodule;
the data is cleaned and preprocessed in advance through a data calculation submodule;
after the data is cleaned and preprocessed, the data convergence submodule re-associates and integrates the field names, the data types and the data contents in different physical tables according to different data output and measurement scenes, and the data convergence submodule re-converges the dimensions of an organization relation, personnel, a team and the like in one or more physical tables to realize the data convergence;
after the processing of the modules is finished, a final transactional, statistical and snapshot wide table or API interface is formed, and the data output submodule carries out various output modes of data display, query and report;
4) data measurement model: the method is designed in four modes of quantification, qualitative, local and global according to the characteristics of the software delivery full-link data, and comprises a mode of project measurement, demand measurement, version measurement, team measurement, resource measurement, construction measurement, quality measurement, environment measurement, deployment measurement, monitoring measurement and post-project evaluation measurement.
2. The system for metrology design with software delivery of full link data as claimed in claim 1 wherein said data source subsystems comprise project requirement management system, code warehouse system, automated test system, process orchestration system, monitoring system, resource cloud management platform, release system, code scanning system, automated pressure test system, pipeline system, defect management system, data staging system.
3. The system for metric design in software delivery of full link data as claimed in claim 1, wherein the metric dimensions of the data metric model have the following characteristics: specific, measurable, realizable, realistic, and sometimes restrictive.
4. A method for using software to deliver full link data to carry out measurement design is characterized in that each data source subsystem of a project is managed in groups, and attributes of user groups are managed;
automatically collecting and extracting data of each data source subsystem;
and (3) data calculation: completing the cleaning and preprocessing of data in advance through a public data calculation mode;
data aggregation: after data is cleaned and preprocessed, according to different data output and measurement scenes, the field names, the data types and the data contents in different physical tables are re-associated and integrated, and the organization relations, the dimensionalities of personnel and teams are re-gathered in one or more physical tables for realization through combination and separation;
and (3) data output: after the processing is finished, a final transactional, statistical and snapshot wide table or API interface is formed, and various output modes such as data display, query and report can be achieved;
the method is characterized in that a data measurement model is used, and the method is designed in four modes of quantification, qualitative, local and global according to the characteristics of the full-link data delivered by software, wherein the four modes include a project measurement mode, a demand measurement mode, a version measurement mode, a team measurement mode, a resource measurement mode, a construction measurement mode, a quality measurement mode, an environment measurement mode, a deployment measurement mode, a monitoring measurement mode and a post-project evaluation measurement mode.
5. The method for metric design of software delivery full link data as claimed in claim 4 wherein the various subsystems of the project are managed in groups including administrative give, withdraw, edit, proxy; and managing the attributes of the user groups, including creating, editing, deleting and inquiring the group attributes.
6. The method for metric design of software delivery full link data as claimed in claim 4, wherein the data collection mode comprises three modes of web-api collection, page crawler collection and database sql collection.
7. The method for metrology design with software delivery of full link data as claimed in claim 4 wherein the data source subsystem comprises project requirement management system, code warehouse system, automated testing system, process orchestration system, monitoring system, resource cloud management platform, release system, code scanning system, automated pressure testing system, pipeline system, defect management system, data staging system.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113065737A (en) * | 2021-02-04 | 2021-07-02 | 上海金融期货信息技术有限公司 | DevOps-based efficiency measurement method and system |
| CN114625648A (en) * | 2022-03-14 | 2022-06-14 | 广域铭岛数字科技有限公司 | DevOps-based quality analysis method, system, device and medium |
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2020
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113065737A (en) * | 2021-02-04 | 2021-07-02 | 上海金融期货信息技术有限公司 | DevOps-based efficiency measurement method and system |
| CN114625648A (en) * | 2022-03-14 | 2022-06-14 | 广域铭岛数字科技有限公司 | DevOps-based quality analysis method, system, device and medium |
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Application publication date: 20210105 |