CN114219266A - Software research and development monitoring method, device and equipment and readable storage medium - Google Patents

Software research and development monitoring method, device and equipment and readable storage medium Download PDF

Info

Publication number
CN114219266A
CN114219266A CN202111506713.1A CN202111506713A CN114219266A CN 114219266 A CN114219266 A CN 114219266A CN 202111506713 A CN202111506713 A CN 202111506713A CN 114219266 A CN114219266 A CN 114219266A
Authority
CN
China
Prior art keywords
parameters
state parameter
basic
parameter
state
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
CN202111506713.1A
Other languages
Chinese (zh)
Inventor
吴凯
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.)
China Citic Bank Corp Ltd
Original Assignee
China Citic Bank Corp 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 China Citic Bank Corp Ltd filed Critical China Citic Bank Corp Ltd
Priority to CN202111506713.1A priority Critical patent/CN114219266A/en
Publication of CN114219266A publication Critical patent/CN114219266A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/20—Software design
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395—Quality analysis or management

Landscapes

  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Engineering & Computer Science (AREA)
  • Development Economics (AREA)
  • Educational Administration (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Theoretical Computer Science (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Game Theory and Decision Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention relates to the technical field of software research and development monitoring, in particular to a software research and development monitoring method, a device, equipment and a readable storage medium, wherein the method comprises the following steps: establishing a first model; acquiring a current project progress parameter; calling one first submodel and executing a first calculation operation; repeatedly executing calling another first sub-model which is not called, and executing a first calculation operation; repeatedly executing calling another first sub-model which is not called, and executing a first calculation operation; according to the invention, a plurality of first submodels for calculating the state parameters corresponding to each link in the research and development process of the project are established, and the state parameters corresponding to each research and development link are obtained by inputting the corresponding basic parameters into the first submodels, so that a manager can quickly and accurately find the links with problems through the plurality of state parameters, and further, each link in the whole software research and development process can be accurately monitored.

Description

Software research and development monitoring method, device and equipment and readable storage medium
Technical Field
The invention relates to the technical field of software research and development monitoring, in particular to a software research and development monitoring method, device and equipment and a readable storage medium.
Background
The software development process is complex, multiple technical links are involved simultaneously due to the fact that multiple parts of software are needed to cooperate, when a certain link of the software development is in a problem, a manager is difficult to perceive the problem, and the manager judges that certain misjudgment probability exists in the states of all links of the project development only through personal experience.
Disclosure of Invention
The invention aims to provide a software development monitoring method, a software development monitoring device, software development monitoring equipment and a readable storage medium, so as to solve the problems.
In order to achieve the above object, the embodiments of the present application provide the following technical solutions:
in one aspect, an embodiment of the present application provides a software development monitoring method, where the method includes: establishing a first model, wherein the first model comprises a plurality of first submodels, the first submodels are conversion relations between one state parameter and a plurality of corresponding basic parameters, the basic parameters are each workload value in each link in software research and development, and the state parameters are monitoring values for monitoring the progress state of each research and development link in the project research and development process; acquiring current project progress parameters, wherein the project progress parameters comprise all the basic parameters; calling one first submodel, executing a first computing operation, wherein the first computing operation is to find a basic parameter corresponding to the called first submodel in the project progress parameters and bring the basic parameter into the called first submodel to obtain a state parameter corresponding to the called first submodel; repeatedly executing calling another first sub-model which is not called, and executing a first calculation operation until a plurality of first sub-models in the first model are all called; and outputting a plurality of state parameters which are in one-to-one correspondence with each research and development link in the research and development process of the project.
Optionally, after outputting a plurality of state parameters corresponding to each development link in the project development process one to one, the method further includes:
acquiring a first reference data set and a plurality of state parameters, wherein the first reference data set comprises a plurality of first reference ranges, each first reference range corresponds to one state parameter, and the first reference range is an interval numerical value between an upper limit value and a lower limit value of the state parameter;
and calling each state parameter in sequence, detecting whether the value of the state parameter is in the first reference range corresponding to the state parameter, and if the value of the state parameter exceeds the first reference range corresponding to the state parameter, sending an abnormal instruction to a human-computer interaction interface, wherein the abnormal instruction is an instruction for enabling the human-computer interaction interface to display an abnormal prompt pattern.
Optionally, after the value of the state parameter exceeds the first reference range corresponding to the state parameter, the method further includes:
inquiring a project research and development link corresponding to the abnormal state parameter, wherein the abnormal state parameter is a state parameter exceeding a corresponding first reference range;
inquiring a team in charge of the project research and development link according to the project research and development link;
acquiring identity information of each member in the team;
and sending the identity information of each member to the man-machine interaction interface.
Optionally, the establishing a first model includes:
acquiring all the basic parameters, sequencing all the basic parameters, and setting a first label on each basic parameter, wherein the first label is a sequence number for sequencing the basic parameters;
acquiring all the state parameters, sequencing all the state parameters, and setting a second label on each state parameter, wherein the second label is a serial number of sequencing of the state parameters;
calling a second label of one state parameter and a plurality of first labels of corresponding basic parameters, and establishing the conversion relation between the second label and the plurality of corresponding first labels according to the conversion relation between the state parameter and the plurality of corresponding basic parameters to obtain a first sub-model;
and calling a second label of another state parameter and a plurality of first labels of basic parameters corresponding to the another state parameter, and establishing a conversion relation between the second label corresponding to the another state parameter and the plurality of corresponding first labels according to the conversion relation between the another state parameter and the plurality of basic parameters corresponding to the another state parameter to obtain another first submodel until all the state parameters are called.
Optionally, the finding a basic parameter corresponding to the called first sub-model in the project progress parameters and bringing the basic parameter into the called first sub-model includes:
acquiring a plurality of first labels in the called first sub-model and a plurality of first labels in the progress parameters, wherein the first model comprises a second label corresponding to the state parameter and a plurality of first labels corresponding to the basic parameters, all the basic parameters in the progress parameters are provided with the first labels, and the first labels corresponding to each basic parameter in the progress parameters are different;
screening a plurality of basic parameters corresponding to the first label in the first sub-model from the progress parameters;
and bringing the basic parameters corresponding to the first label in the progress parameters into the called first sub-model.
Optionally, after obtaining the current project schedule parameter, the method further includes:
acquiring a standard reference value and all the basic parameters in the project progress parameters, wherein the standard reference value is the lowest numerical value of the basic parameters in the progress parameters;
sequencing all the basic parameters in the project progress parameters to obtain a first maximum sequence value, wherein the first maximum sequence value is the number of the basic parameters in the project progress parameters at present;
comparing the first maximum sequence value with the standard reference value, and if the first maximum sequence value is smaller than the standard reference value, sending an input error instruction to a human-computer interaction interface, wherein the input error instruction is an instruction for enabling the human-computer interaction interface to display an input error word.
In a second aspect, an embodiment of the present application provides a software development monitoring system, where the system includes a first computing module, a first data obtaining module, a second computing module, a third computing module, and a first output module; the first calculation module is used for establishing a first model, the first model comprises a plurality of first submodels, the first submodel is a conversion relation between one state parameter and a plurality of corresponding basic parameters, the basic parameters are each workload value in each link in software research and development, and the state parameters are monitoring values for monitoring the progress state of each research and development link in the project research and development process; the first data acquisition module is used for acquiring current project progress parameters, and the project progress parameters comprise all the basic parameters; the second calculation module is used for calling one first submodel and executing a first calculation operation, wherein the first calculation operation is used for searching a basic parameter corresponding to the called first submodel in the project progress parameters and bringing the basic parameter into the called first submodel to obtain a state parameter corresponding to the called first submodel; the third calculation module is used for repeatedly calling another first sub-model which is not called and executing a first calculation operation until a plurality of first sub-models in the first model are all called; and the first output module is used for outputting a plurality of state parameters which are in one-to-one correspondence with each research and development link in the research and development process of the project.
Optionally, the first output module includes:
a first data obtaining unit, configured to obtain a first reference data set and a plurality of state parameters, where the first reference data set includes a plurality of first reference ranges, each of the first reference ranges corresponds to one of the state parameters, and the first reference range is an interval value between an upper limit value and a lower limit value of the state parameter;
the first calculation unit is used for sequentially calling each state parameter, detecting whether the value of the state parameter is in the first reference range corresponding to the state parameter, and if the value of the state parameter exceeds the first reference range corresponding to the state parameter, sending an abnormal instruction to a human-computer interaction interface, wherein the abnormal instruction is an instruction for enabling the human-computer interaction interface to display an abnormal prompt pattern.
Optionally, the first computing unit includes:
the first calculation subunit is configured to query a project research and development link corresponding to the abnormal state parameter, where the abnormal state parameter is a state parameter exceeding a corresponding first reference range;
the second calculation subunit is used for inquiring a team in charge of the project research and development link according to the project research and development link;
a first data acquisition subunit, configured to acquire identity information of each member in the team;
and the first output subunit is used for sending the identity information of each member to the human-computer interaction interface.
Optionally, the first computing module comprises:
the second calculation unit is used for acquiring all the basic parameters, sequencing all the basic parameters and setting a first label on each basic parameter, wherein the first label is a serial number of the sequencing of the basic parameters;
the third calculating unit is used for acquiring all the state parameters, sequencing all the state parameters, and setting a second label on each state parameter, wherein the second label is a serial number of sequencing of the state parameters;
the fourth calculating unit is used for calling a second label of one state parameter and a plurality of first labels of corresponding basic parameters, and establishing the conversion relation between the second label and the plurality of corresponding first labels according to the conversion relation between the state parameter and the plurality of corresponding basic parameters to obtain a first sub-model;
and the fifth calculating unit is used for calling a second label of another state parameter and a plurality of first labels of basic parameters corresponding to the another state parameter, and establishing a conversion relation between the second label corresponding to the another state parameter and the plurality of corresponding first labels according to the conversion relation between the another state parameter and the plurality of basic parameters corresponding to the another state parameter to obtain another first submodel until all the state parameters are called.
Optionally, the second computing module comprises:
a second obtaining unit, configured to obtain a plurality of first labels in the called first sub-model and a plurality of first labels in the progress parameters, where the first model includes one second label corresponding to the state parameter and a plurality of first labels corresponding to the basic parameters, all the basic parameters in the progress parameters are provided with the first labels, and the first labels corresponding to each of the basic parameters in the progress parameters are different;
a sixth calculating unit, configured to screen out, from the progress parameters, a plurality of basic parameters corresponding to the first label in the first sub-model;
and the seventh calculating unit is used for substituting the basic parameter corresponding to the first label in the progress parameter into the called first sub-model.
Optionally, the first data obtaining unit includes:
a third data obtaining unit, configured to obtain a standard reference value and all the basic parameters in the project progress parameters, where the standard reference value is a lowest numerical value of the basic parameters in the progress parameters;
an eighth calculating unit, configured to sort all the basic parameters in the project progress parameters to obtain a first maximum sequence value, where the first maximum sequence value is a number of the basic parameters in the current project progress parameter;
and the ninth calculating unit is used for comparing the first maximum sequence value with the standard reference value, and if the first maximum sequence value is smaller than the standard reference value, sending an input error instruction to a human-computer interaction interface, wherein the input error instruction is an instruction for enabling the human-computer interaction interface to display an input error word.
In a third aspect, embodiments of the present application provide a software development monitoring device, which includes a memory and a processor. The memory is used for storing a computer program; the processor is used for realizing the steps of the software development monitoring method when executing the computer program.
In a fourth aspect, the present application provides a readable storage medium, where a computer program is stored, and when the computer program is executed by a processor, the steps of the software development monitoring method are implemented.
The invention has the beneficial effects that:
according to the invention, a plurality of first submodels for calculating the state parameters corresponding to each link in the research and development process of the project are established, and the state parameters corresponding to each research and development link are obtained by inputting the corresponding basic parameters into the first submodels, so that a manager can quickly and accurately find the links with problems through the plurality of state parameters, and further, each link in the whole software research and development process can be accurately monitored.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the embodiments of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present invention and therefore should not be considered as limiting the scope, and for those skilled in the art, other related drawings can be obtained according to the drawings without inventive efforts.
FIG. 1 is a schematic flow chart of a software development monitoring method according to an embodiment of the present invention;
FIG. 2 is a schematic structural diagram of a software development monitoring system according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of a software development monitoring device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, 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 some, but not all, embodiments of the present invention. The components of embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present invention, presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that: like reference numbers or letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined or explained in subsequent figures. Meanwhile, in the description of the present invention, the terms "first", "second", and the like are used only for distinguishing the description, and are not to be construed as indicating or implying relative importance.
Example 1
As shown in fig. 1, the present embodiment provides a software development monitoring method including step S1, step S2, step S3, step S4, and step S5.
The method comprises the following steps that S1, a first model is established, wherein the first model comprises a plurality of first sub-models, the first sub-models are conversion relations between one state parameter and a plurality of corresponding basic parameters, the basic parameters are each workload value in each link in software research and development, and the state parameters are monitoring values for monitoring the progress state of each research and development link in the project research and development process;
the output value, namely the state parameter of each first sub-model corresponds to one research and development link, and a plurality of first sub-models in the first model cover all links of the whole software research and development project;
s2, obtaining current project progress parameters, wherein the project progress parameters comprise all basic parameters;
the basic parameters comprise the number of code defects, the number of times of passing of automatic tests, the actual construction period of system tests, the planned construction period of the system tests, the number of planned delayed discharge periods, the total number of discharge periods, the workload of the put-in service demands, the number of persons who enter the office, the number of persons who leave the office, the number of persons who are at the office, the number of new staff, the number of persons who are at the office at present, the workload of delivery type input, the actual workload of input and the like;
s3, calling one first sub-model, executing a first calculation operation, wherein the first calculation operation is to find a basic parameter corresponding to the called first sub-model in the project progress parameters and bring the basic parameter into the called first sub-model to obtain a state parameter corresponding to the called first sub-model;
s4, repeatedly calling another first sub-model which is not called, and executing a first calculation operation until a plurality of first sub-models in the first model are all called;
obtaining corresponding state parameters by bringing in corresponding basic data, for example, bringing the number of code defects into a first sub-model for testing the code quality to obtain a code defect density parameter, namely a state parameter, for monitoring the writing quality of a code writing link; for example, the passing times of the automated tests are brought into a model for calculating the passing rate of the automated tests to obtain one passing rate, namely the state parameter, which is used for monitoring the passing condition of a matching link between a module code and an entity server; for example, the actual system test period and the planned system test period are introduced into a first sub-model for calculating the system test milestone delay rate, so as to obtain a system test milestone delay rate, namely the state parameter, which is used for monitoring the period compression condition of the test link.
And S5, outputting a plurality of state parameters which are in one-to-one correspondence with each research and development link in the project research and development process.
The manager can know the condition of each link in the software development process according to each state parameter, and further judge the condition or state of the whole software development.
The method comprises the steps that a plurality of first submodels used for calculating state parameters corresponding to all links in the project research and development process are established, and the state parameters corresponding to all the research and development links are obtained by inputting corresponding basic parameters into the first submodels, so that managers can quickly and accurately find the links with problems through the state parameters, and further, all the links in the whole software research and development process are accurately monitored.
In a specific embodiment of the present disclosure, the step S5 further includes:
s51, acquiring a first reference data set and a plurality of state parameters, wherein the first reference data set comprises a plurality of first reference ranges, each first reference range corresponds to one state parameter, and the first reference ranges are interval numerical values between upper limit values and lower limit values of the state parameters;
in this embodiment, the first reference data set is a progress value or a state value that is preset and is to be reached by each research and development link in a current time period;
s52, sequentially calling each state parameter, detecting whether the numerical value of the state parameter is in the first reference range corresponding to the state parameter, and if the numerical value of the state parameter exceeds the first reference range corresponding to the state parameter, sending an abnormal instruction to a human-computer interaction interface, wherein the abnormal instruction is an instruction for enabling the human-computer interaction interface to display an abnormal prompt pattern;
and detecting whether the progress or the state of each research and development link in the current time period is in a normal controllable range by using a first reference data group, if a certain link is abnormal, the numerical value of the corresponding state parameter exceeds the corresponding first reference range, and at the moment, the system sends abnormal data to a display for a manager to check.
In a specific embodiment of the present disclosure, the step S52 further includes:
step 521, inquiring a project research and development link corresponding to the abnormal state parameter, wherein the abnormal state parameter is a state parameter exceeding a corresponding first reference range;
and detecting whether the progress or the state of each research and development link in the current time period is in a normal controllable range by using a first reference data group, if a certain link is abnormal, the numerical value of the corresponding state parameter exceeds the corresponding first reference range, and at the moment, the system sends abnormal data to a display for a manager to check.
S522, inquiring a team in charge of the project research and development link according to the project research and development link;
s523, acquiring identity information of each member in the team;
and S524, sending the identity information of each member to the human-computer interaction interface.
Meanwhile, the system can also send the team personnel list responsible for the abnormal link to a display for a manager to check, so that the manager can conveniently inquire the specific conditions of corresponding personnel.
In a specific embodiment of the present disclosure, the step S1 includes:
s11, acquiring all basic parameters, sequencing all the basic parameters, and setting a first label on each basic parameter, wherein the first label is a sequence number of sequencing of the basic parameters;
s12, acquiring all the state parameters, sequencing all the state parameters, and setting a second label on each state parameter, wherein the second label is a serial number of sequencing of the state parameters;
s13, calling a second label of one state parameter and a plurality of first labels of corresponding basic parameters, and establishing conversion relations between the second label and the plurality of corresponding first labels according to the conversion relations between the state parameter and the plurality of corresponding basic parameters to obtain a first sub-model;
s14, calling a second label of another state parameter and a plurality of first labels of basic parameters corresponding to the another state parameter, and establishing a conversion relation between the second label corresponding to the another state parameter and the plurality of corresponding first labels according to the conversion relation between the another state parameter and the plurality of basic parameters corresponding to the another state parameter to obtain another first submodel until all the state parameters are called.
In a specific embodiment of the present disclosure, the step S3 further includes:
s31, acquiring a plurality of first labels in the called first sub-model and a plurality of first labels in the progress parameters, wherein the first model comprises a second label corresponding to the state parameter and a plurality of first labels corresponding to the basic parameters, all the basic parameters in the progress parameters are provided with the first labels, and the first labels corresponding to the basic parameters in the progress parameters are different;
s32, screening a plurality of basic parameters corresponding to the first label in the first sub-model from the progress parameters;
and S33, bringing the basic parameters corresponding to the first labels in the progress parameters into the called first sub-model.
In a specific embodiment of the present disclosure, the step S2 further includes:
s21, acquiring a standard reference value and all basic parameters in the project progress parameters, wherein the standard reference value is the lowest numerical value of the basic parameters in the progress parameters;
s22, sequencing all the basic parameters in the project progress parameters to obtain a first maximum sequence value, wherein the first maximum sequence value is the number of the basic parameters in the project progress parameters at present;
and S23, comparing the first maximum sequence value with the standard reference value, and if the first maximum sequence value is smaller than the standard reference value, sending an input error instruction to a human-computer interaction interface, wherein the input error instruction is an instruction for enabling the human-computer interaction interface to display an input error word.
The method comprises the steps that a plurality of first submodels used for calculating state parameters corresponding to all links in the project research and development process are established, corresponding basic parameters are input into the first submodels to obtain the state parameters corresponding to all the research and development links, and the managers can quickly and accurately find the links with problems through the state parameters, so that the links in the whole software research and development process can be accurately monitored.
Example 2
As shown in fig. 2, the present embodiment provides a software development monitoring system, which includes a first calculating module 71, a first data acquiring module 72, a second calculating module 73, a third calculating module 74 and a first output module 75;
the first calculation module 71 is configured to establish a first model, where the first model includes a plurality of first submodels, the first submodel is a conversion relationship between one state parameter and a plurality of corresponding basic parameters, the basic parameter is each workload value in each link in software development, and the state parameter is a monitoring value for monitoring a progress state of each development link in a project development process;
a first data obtaining module 72, configured to obtain current project schedule parameters, where the project schedule parameters include all the basic parameters;
a second calculating module 73, configured to invoke one of the first sub-models, and perform a first calculating operation, where the first calculating operation is to find a basic parameter corresponding to the invoked first sub-model from the project progress parameters, and bring the basic parameter into the invoked first sub-model to obtain a state parameter corresponding to the invoked first sub-model;
a third calculating module 74, configured to repeatedly perform calling another un-called first sub-model and perform a first calculating operation until all the first sub-models in the first model are called;
the first output module 75 is configured to output a plurality of state parameters corresponding to each development link in the development process of the project.
In a specific embodiment of the present disclosure, the first output module 75 includes:
a first data obtaining unit 751, configured to obtain a first reference data set and a plurality of state parameters, where the first reference data set includes a plurality of first reference ranges, each of the first reference ranges corresponds to one of the state parameters, and the first reference range is an interval value between an upper limit value and a lower limit value of the state parameter;
the first calculating unit 752 is configured to sequentially retrieve each of the state parameters, detect whether a value of the state parameter is within the first reference range corresponding to the state parameter, and send an abnormal instruction to a human-computer interaction interface if the value of the state parameter exceeds the first reference range corresponding to the state parameter, where the abnormal instruction is an instruction for causing the human-computer interaction interface to display an abnormal prompt pattern.
In a specific embodiment of the present disclosure, the first computing unit 752 includes:
a first calculating subunit 7521, configured to query a project research and development link corresponding to the abnormal state parameter, where the abnormal state parameter is a state parameter exceeding a corresponding first reference range;
a second calculating subunit 7522, configured to query, according to the project research and development link, a team responsible for the project research and development link;
a first data acquisition subunit 7523 configured to acquire identity information of each member in the team;
a first output subunit 7524, configured to send the identity information of each member to the human-computer interaction interface.
In a specific embodiment of the present disclosure, the first calculation module 71 includes:
a second calculating unit 711, configured to obtain all the basic parameters, sort all the basic parameters, and set a first label on each basic parameter, where the first label is a serial number of the basic parameter sorting;
a third calculating unit 712, configured to obtain all the state parameters, sort all the state parameters, and set a second label on each state parameter, where the second label is a serial number of the state parameter sorting;
a fourth calculating unit 713, configured to call a second label of one state parameter and a first label of a plurality of corresponding basic parameters, and establish a conversion relationship between the second label and the plurality of corresponding first labels according to a conversion relationship between the state parameter and the plurality of corresponding basic parameters, so as to obtain a first sub-model;
a fifth calculating unit 714, configured to retrieve the second label of the another state parameter and the plurality of first labels of the basic parameters corresponding to the another state parameter, and establish a conversion relationship between the second label of the another state parameter and the plurality of corresponding first labels according to the conversion relationship between the another state parameter and the plurality of basic parameters corresponding to the another state parameter, so as to obtain another first submodel until all the state parameters are called.
In a specific embodiment of the present disclosure, the second calculating module 73 includes:
a second obtaining unit 731, configured to obtain a plurality of first labels in the called first sub-model and a plurality of first labels in the progress parameters, where the first model includes one second label corresponding to the state parameter and a plurality of first labels corresponding to the basic parameters, all the basic parameters in the progress parameters are provided with the first labels, and the first labels corresponding to each of the basic parameters in the progress parameters are different;
a sixth calculating unit 732, configured to screen out a plurality of basic parameters corresponding to the first label in the first sub-model from the progress parameters;
a seventh calculating unit 733, configured to bring the basic parameter corresponding to the first label in the progress parameter into the called first sub-model.
In a specific embodiment of the present disclosure, the first data obtaining module 72 includes:
a third data obtaining unit 721 for obtaining a standard reference value and all the basic parameters in the project progress parameters, wherein the standard reference value is the lowest numerical value of the basic parameters in the progress parameters;
an eighth calculating unit 722, configured to sequence all the basic parameters in the project progress parameters, so as to obtain a first maximum sequence value, where the first maximum sequence value is the number of the basic parameters in the project progress parameters at present;
a ninth calculating unit 723, configured to compare the first maximum sequence value with the standard reference value, and send an input error instruction to a human-computer interaction interface if the first maximum sequence value is smaller than the standard reference value, where the input error instruction is an instruction for causing the human-computer interaction interface to display an input error word.
It should be noted that, regarding the apparatus in the above embodiment, the specific manner in which each module performs the operation has been described in detail in the embodiment related to the method, and will not be elaborated herein.
Example 3
Corresponding to the above method embodiment, the embodiment of the present disclosure further provides a software development monitoring device, and a software development monitoring device described below and a software development monitoring method described above may be referred to in a corresponding manner.
FIG. 3 is a block diagram illustrating a software development monitoring device 800 according to an exemplary embodiment. As shown in fig. 3, the software development monitoring device 800 may include: a processor 801, a memory 802. The software development monitoring device 800 may also include one or more of a multimedia component 803, an input/output (I/O) interface 804, and a communication component 805.
The processor 801 is configured to control the overall operation of the software development monitoring apparatus 800, so as to complete all or part of the steps in the software development monitoring method. The memory 402 is used to store various types of data to support the operation of the software development monitoring device 800, such data may include, for example, instructions for any application or method operating on the software development monitoring device 800, as well as application-related data, such as contact data, transceived messages, pictures, audio, video, and so forth. The Memory 802 may be implemented by any type of volatile or non-volatile Memory device or combination thereof, such as Static Random Access Memory (SRAM), Electrically Erasable Programmable Read-Only Memory (EEPROM), Erasable Programmable Read-Only Memory (EPROM), Programmable Read-Only Memory (PROM), Read-Only Memory (ROM), magnetic Memory, flash Memory, magnetic disk or optical disk. The multimedia components 803 may include screen and audio components. Wherein the screen may be, for example, a touch screen and the audio component is used for outputting and/or inputting audio signals. For example, the audio component may include a microphone for receiving external audio signals. The received audio signal may further be stored in the memory 802 or transmitted through the communication component 805. The audio assembly also includes at least one speaker for outputting audio signals. The I/O interface 804 provides an interface between the processor 801 and other interface modules, such as a keyboard, mouse, buttons, etc. These buttons may be virtual buttons or physical buttons. The communication component 805 is used for wired or wireless communication between the software development monitoring device 800 and other devices. Wireless communication, such as Wi-Fi, bluetooth, Near Field Communication (NFC), 2G, 3G, or 4G, or a combination of one or more of them, so that the corresponding communication component 805 may include: Wi-Fi module, bluetooth module, NFC module.
In an exemplary embodiment, the software development monitoring Device 800 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, microcontrollers, microprocessors, or other electronic components for performing the software development monitoring method.
In another exemplary embodiment, a computer readable storage medium comprising program instructions which, when executed by a processor, implement the steps of the software development monitoring method described above is also provided. For example, the computer readable storage medium may be the memory 802 described above that includes program instructions executable by the processor 801 of the software development monitoring device 800 to perform the software development monitoring method described above.
Example 4
Corresponding to the above method embodiment, the embodiment of the present disclosure further provides a readable storage medium, and a readable storage medium described below and a software development monitoring method described above may be referred to correspondingly.
A readable storage medium, on which a computer program is stored, which, when being executed by a processor, implements the steps of the software development monitoring method of the above-mentioned method embodiments.
The readable storage medium may be a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and various other readable storage media capable of storing program codes.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (14)

1. A software development monitoring method, comprising:
establishing a first model, wherein the first model comprises a plurality of first submodels, the first submodels are conversion relations between one state parameter and a plurality of corresponding basic parameters, the basic parameters are each workload value in each link in software research and development, and the state parameters are monitoring values for monitoring the progress state of each research and development link in the project research and development process;
acquiring current project progress parameters, wherein the project progress parameters comprise all the basic parameters;
calling one first submodel, executing a first computing operation, wherein the first computing operation is to find a basic parameter corresponding to the called first submodel in the project progress parameters and bring the basic parameter into the called first submodel to obtain a state parameter corresponding to the called first submodel;
repeatedly executing calling another first sub-model which is not called, and executing a first calculation operation until a plurality of first sub-models in the first model are all called;
repeatedly executing the calling of the other un-called first sub-model and executing the first calculation operation.
2. The software development monitoring method according to claim 1, wherein after outputting a plurality of state parameters corresponding to each development link in the project development process, the method further comprises:
acquiring a first reference data set and a plurality of state parameters, wherein the first reference data set comprises a plurality of first reference ranges, each first reference range corresponds to one state parameter, and the first reference range is an interval numerical value between an upper limit value and a lower limit value of the state parameter;
and calling each state parameter in sequence, detecting whether the value of the state parameter is in the first reference range corresponding to the state parameter, and if the value of the state parameter exceeds the first reference range corresponding to the state parameter, sending an abnormal instruction to a human-computer interaction interface, wherein the abnormal instruction is an instruction for enabling the human-computer interaction interface to display an abnormal prompt pattern.
3. The software development monitoring method according to claim 2, wherein if the value of the state parameter exceeds the first reference range corresponding to the state parameter, the method further comprises:
inquiring a project research and development link corresponding to the abnormal state parameter, wherein the abnormal state parameter is a state parameter exceeding a corresponding first reference range;
inquiring a team in charge of the project research and development link according to the project research and development link;
acquiring identity information of each member in the team;
and sending the identity information of each member to the man-machine interaction interface.
4. The software development monitoring method of claim 1, wherein said building a first model comprises:
acquiring all the basic parameters, sequencing all the basic parameters, and setting a first label on each basic parameter, wherein the first label is a sequence number for sequencing the basic parameters;
acquiring all the state parameters, sequencing all the state parameters, and setting a second label on each state parameter, wherein the second label is a serial number of sequencing of the state parameters;
calling a second label of one state parameter and a plurality of first labels of corresponding basic parameters, and establishing the conversion relation between the second label and the plurality of corresponding first labels according to the conversion relation between the state parameter and the plurality of corresponding basic parameters to obtain a first sub-model;
and calling a second label of another state parameter and a plurality of first labels of basic parameters corresponding to the another state parameter, and establishing a conversion relation between the second label corresponding to the another state parameter and the plurality of corresponding first labels according to the conversion relation between the another state parameter and the plurality of basic parameters corresponding to the another state parameter to obtain another first submodel until all the state parameters are called.
5. The software development monitoring method according to claim 1, wherein the searching for the basic parameter corresponding to the called first sub-model in the project progress parameters and bringing the basic parameter into the called first sub-model comprises:
acquiring a plurality of first labels in the called first sub-model and a plurality of first labels in the progress parameters, wherein the first model comprises a second label corresponding to the state parameter and a plurality of first labels corresponding to the basic parameters, all the basic parameters in the progress parameters are provided with the first labels, and the first labels corresponding to each basic parameter in the progress parameters are different;
screening a plurality of basic parameters corresponding to the first label in the first sub-model from the progress parameters;
and bringing the basic parameters corresponding to the first label in the progress parameters into the called first sub-model.
6. The software development monitoring method according to claim 1, wherein after obtaining the current project schedule parameter, the method further comprises:
acquiring a standard reference value and all the basic parameters in the project progress parameters, wherein the standard reference value is the lowest numerical value of the basic parameters in the progress parameters;
sequencing all the basic parameters in the project progress parameters to obtain a first maximum sequence value, wherein the first maximum sequence value is the number of the basic parameters in the project progress parameters at present;
comparing the first maximum sequence value with the standard reference value, and if the first maximum sequence value is smaller than the standard reference value, sending an input error instruction to a human-computer interaction interface, wherein the input error instruction is an instruction for enabling the human-computer interaction interface to display an input error word.
7. A software development monitoring system, comprising:
the first calculation module is used for establishing a first model, the first model comprises a plurality of first submodels, the first submodel is a conversion relation between one state parameter and a plurality of corresponding basic parameters, the basic parameters are each workload value in each link in software research and development, and the state parameters are monitoring values for monitoring the progress state of each research and development link in the project research and development process;
the first data acquisition module is used for acquiring current project progress parameters, and the project progress parameters comprise all the basic parameters;
the second calculation module is used for calling one first submodel and executing a first calculation operation, wherein the first calculation operation is used for searching a basic parameter corresponding to the called first submodel in the project progress parameters and bringing the basic parameter into the called first submodel to obtain a state parameter corresponding to the called first submodel;
the third calculation module is used for repeatedly calling another first sub-model which is not called and executing a first calculation operation until a plurality of first sub-models in the first model are all called;
and the first output module is used for outputting a plurality of state parameters which are in one-to-one correspondence with each research and development link in the research and development process of the project.
8. The software development monitoring system of claim 7, wherein the first output module comprises:
a first data obtaining unit, configured to obtain a first reference data set and a plurality of state parameters, where the first reference data set includes a plurality of first reference ranges, each of the first reference ranges corresponds to one of the state parameters, and the first reference range is an interval value between an upper limit value and a lower limit value of the state parameter;
the first calculation unit is used for sequentially calling each state parameter, detecting whether the value of the state parameter is in the first reference range corresponding to the state parameter, and if the value of the state parameter exceeds the first reference range corresponding to the state parameter, sending an abnormal instruction to a human-computer interaction interface, wherein the abnormal instruction is an instruction for enabling the human-computer interaction interface to display an abnormal prompt pattern.
9. The software development monitoring system of claim 8, wherein said first computing unit comprises:
the first calculation subunit is configured to query a project research and development link corresponding to the abnormal state parameter, where the abnormal state parameter is a state parameter exceeding a corresponding first reference range;
the second calculation subunit is used for inquiring a team in charge of the project research and development link according to the project research and development link;
a first data acquisition subunit, configured to acquire identity information of each member in the team;
and the first output subunit is used for sending the identity information of each member to the human-computer interaction interface.
10. The software development monitoring system of claim 7, wherein said first computing module comprises:
the second calculation unit is used for acquiring all the basic parameters, sequencing all the basic parameters and setting a first label on each basic parameter, wherein the first label is a serial number of the sequencing of the basic parameters;
the third calculating unit is used for acquiring all the state parameters, sequencing all the state parameters, and setting a second label on each state parameter, wherein the second label is a serial number of sequencing of the state parameters;
the fourth calculating unit is used for calling a second label of one state parameter and a plurality of first labels of corresponding basic parameters, and establishing the conversion relation between the second label and the plurality of corresponding first labels according to the conversion relation between the state parameter and the plurality of corresponding basic parameters to obtain a first sub-model;
and the fifth calculating unit is used for calling a second label of another state parameter and a plurality of first labels of basic parameters corresponding to the another state parameter, and establishing a conversion relation between the second label corresponding to the another state parameter and the plurality of corresponding first labels according to the conversion relation between the another state parameter and the plurality of basic parameters corresponding to the another state parameter to obtain another first submodel until all the state parameters are called.
11. The software development monitoring system of claim 7, wherein said second computing module comprises:
a second obtaining unit, configured to obtain a plurality of first labels in the called first sub-model and a plurality of first labels in the progress parameters, where the first model includes one second label corresponding to the state parameter and a plurality of first labels corresponding to the basic parameters, all the basic parameters in the progress parameters are provided with the first labels, and the first labels corresponding to each of the basic parameters in the progress parameters are different;
a sixth calculating unit, configured to screen out, from the progress parameters, a plurality of basic parameters corresponding to the first label in the first sub-model;
and the seventh calculating unit is used for substituting the basic parameter corresponding to the first label in the progress parameter into the called first sub-model.
12. The software development monitoring system of claim 7, wherein said first data acquisition unit comprises:
a third data obtaining unit, configured to obtain a standard reference value and all the basic parameters in the project progress parameters, where the standard reference value is a lowest numerical value of the basic parameters in the progress parameters;
an eighth calculating unit, configured to sort all the basic parameters in the project progress parameters to obtain a first maximum sequence value, where the first maximum sequence value is a number of the basic parameters in the current project progress parameter;
and the ninth calculating unit is used for comparing the first maximum sequence value with the standard reference value, and if the first maximum sequence value is smaller than the standard reference value, sending an input error instruction to a human-computer interaction interface, wherein the input error instruction is an instruction for enabling the human-computer interaction interface to display an input error word.
13. A software development monitoring device, comprising:
a memory for storing a computer program;
a processor for implementing the steps of the software development monitoring method according to any one of claims 1 to 6 when executing the computer program.
14. A readable storage medium, characterized by: the readable storage medium has stored thereon a computer program which, when being executed by a processor, carries out the steps of the software development monitoring method according to any one of claims 1 to 6.
CN202111506713.1A 2021-12-10 2021-12-10 Software research and development monitoring method, device and equipment and readable storage medium Pending CN114219266A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202111506713.1A CN114219266A (en) 2021-12-10 2021-12-10 Software research and development monitoring method, device and equipment and readable storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202111506713.1A CN114219266A (en) 2021-12-10 2021-12-10 Software research and development monitoring method, device and equipment and readable storage medium

Publications (1)

Publication Number Publication Date
CN114219266A true CN114219266A (en) 2022-03-22

Family

ID=80700818

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202111506713.1A Pending CN114219266A (en) 2021-12-10 2021-12-10 Software research and development monitoring method, device and equipment and readable storage medium

Country Status (1)

Country Link
CN (1) CN114219266A (en)

Similar Documents

Publication Publication Date Title
CN108399114B (en) System performance testing method and device and storage medium
CN109633351B (en) Intelligent IT operation and maintenance fault positioning method, device, equipment and readable storage medium
CN111522704A (en) Alarm information processing method, device, computer device and storage medium
CN109582301A (en) Method for processing business, device, equipment and the medium of task based access control scheduling system
CN113704063B (en) Performance monitoring method, device, equipment and storage medium of cloud mobile phone
CN114924990A (en) Abnormal scene testing method and electronic equipment
CN115481030A (en) Automatic testing method, device, terminal and storage medium
CN111310351A (en) Method and device for monitoring state of workshop equipment, terminal equipment and storage medium
CN111581067A (en) Data acquisition method and device
CN108597499B (en) Voice processing method and voice processing device
CN111199326A (en) Product yield monitoring method and device and computer readable storage medium
CN111242445B (en) Method, apparatus and readable storage medium for testing products based on configuration production line
CN113762914A (en) Early warning auditing method and related equipment
CN114219266A (en) Software research and development monitoring method, device and equipment and readable storage medium
CN111476349A (en) Model testing method and server
CN116302989A (en) Pressure testing method and system, storage medium and computer equipment
KR102464688B1 (en) Method and apparatus for detrmining event level of monitoring result
CN111835566A (en) System fault management method, device and system
CN111861021A (en) Business risk prediction method, device, equipment and computer readable storage medium
CN114500215B (en) Centralized management method, device and equipment of storage equipment and readable storage medium
CN113507721B (en) Network state monitoring method, device, system and storage medium
CN116382738A (en) Information management system, method, electronic equipment and storage medium
CN113778836B (en) Cloud native application health monitoring method, device, equipment and readable storage medium
CN116029503A (en) Rail transit emergency event processing method and device and electronic equipment
CN115775134A (en) Method, device, equipment and medium for managing product test information

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