CN115499336A - Method, equipment and medium for monitoring full life cycle of application system - Google Patents
Method, equipment and medium for monitoring full life cycle of application system Download PDFInfo
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Abstract
The application discloses a method, equipment and a medium for monitoring the full life cycle of an application system, wherein the method comprises the following steps: acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type applied by the application system; extracting a standard monitoring template corresponding to the resource type from the monitoring system; adding a standard monitoring template to an application system through a preset monitoring script to generate monitoring items corresponding to the resource types; and starting to execute the monitoring items in a designated mode, and acquiring the monitoring requirements of the application system in the process of executing the monitoring items so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
Description
Technical Field
The application relates to the technical field of computers, in particular to a method, equipment and medium for monitoring the full life cycle of an application system.
Background
In the digital era, in order to ensure the service quality of the application system, a monitoring system needs to be arranged in the system architecture of the application system to monitor the service quality of the application system. The monitoring can timely and accurately give an alarm when the application system is about to break down or has broken down, so that the safe and stable operation of the application system is ensured. The realization of monitoring depends on the monitoring requirement, if the person is required to be unable to understand the system monitoring principle, the monitoring requirement submitted by the person is usually not comprehensive enough and has a large error, and because the condition that the requirement is not submitted timely exists, the existence of a monitoring empty window period can be caused, and the monitoring of the whole life cycle is difficult to realize.
Disclosure of Invention
In order to solve the above problem, the present application provides a method for monitoring a full life cycle of an application system, including:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises a resource type required by the application system;
extracting a standard monitoring template corresponding to the resource type from a monitoring system;
adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a designated mode, and acquiring the monitoring requirements of the application system in the process of executing the monitoring items so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
In one implementation manner of the present application, before extracting the standard monitoring template corresponding to the resource type, the method further includes:
determining standard monitoring information corresponding to the resource type; the standard monitoring information comprises the resource type, a monitoring index and an alarm condition;
and generating a standard monitoring template for monitoring the resource type according to the standard monitoring information so as to obtain a monitoring system consisting of the standard monitoring template.
In an implementation manner of the present application, determining standard monitoring information corresponding to the resource type specifically includes:
determining a monitoring index corresponding to the resource type according to the alarm requirement of the application system;
acquiring a state data sequence of the monitoring system, and calculating an estimation interval corresponding to the state data sequence; the estimation interval represents a probability distribution critical range of the state data sequence;
and determining an alarm critical value of a monitoring index corresponding to the resource type according to the estimation interval.
In an implementation manner of the present application, collecting a monitoring requirement of the application system to update the monitoring item according to the monitoring requirement specifically includes:
under the condition that the application system carries out production change, obtaining a production change instance, and determining target monitoring items of the application system which need to carry out production change according to monitoring demand data in the production change instance;
taking the monitoring information carried in the monitoring demand data as a script operation parameter, and updating the target monitoring items through a target monitoring script carrying the script operation parameter; the target monitoring script is a monitoring script corresponding to the target monitoring item, and the monitoring information is a monitoring item and a corresponding monitoring item value thereof, wherein the monitoring item needs to be put into production and changed in the target monitoring item.
In an implementation manner of the present application, after determining a target monitoring item that the application system needs to perform a commissioning change according to monitoring requirement data in the commissioning change instance, the method further includes:
matching the monitoring information with standard monitoring information in the target monitoring items to obtain the updating degree corresponding to the production change instance;
when the update degree is larger than a preset threshold value, modularizing the production change instance to obtain a production change process consisting of a standard module and a plurality of other modules;
the target monitoring items comprise a first target monitoring item and a second target monitoring item, and the updating of the target monitoring items specifically comprises the following steps:
updating a first target monitoring item and a second target monitoring item which respectively correspond to the standard module and the other modules;
and splicing the updated first target monitoring item and the second target monitoring item in sequence to obtain the updated target monitoring item.
In an implementation manner of the present application, after the monitoring item is started to be executed in a specified manner, the method further includes:
the monitoring items are inquired regularly according to a preset monitoring interval, and whether the monitoring items trigger an alarm in the monitoring interval is determined according to an alarm critical value;
if so, acquiring initial alarm information of the monitoring item, acquiring an application information ledger corresponding to the monitoring item from the application system, and filling the application information ledger into the initial alarm information of the monitoring item to obtain filled alarm information;
and determining the resource type of the monitoring item, and processing the filled alarm information according to the alarm rule corresponding to the resource type.
In an implementation manner of the present application, starting to execute the monitoring item through a specified manner specifically includes:
determining a corresponding monitoring type according to the resource type of the monitoring item; the monitoring types comprise self-starting monitoring and non-self-starting monitoring;
under the condition that the monitoring type is self-starting monitoring, when the application system is determined to apply for a first resource corresponding to the self-starting monitoring, starting to execute the monitoring item;
and under the condition that the monitoring type is non-self-starting monitoring, periodically polling a second resource corresponding to the non-self-starting monitoring through the monitoring script to judge whether the second resource takes effect or not, and starting to execute the monitoring item when the second resource takes effect.
In an implementation manner of the present application, before calculating an estimation interval corresponding to the state data sequence, the method further includes:
traversing the state data sequence through a preset moving window to obtain a plurality of state data intervals; the length of the state data interval corresponds to the length of the moving window;
determining influence coefficients corresponding to a plurality of state data according to sequence time corresponding to the plurality of state data contained in the state data interval;
for the state data interval, carrying out weighted summation on the plurality of state data according to the influence coefficients to obtain target state data corresponding to the state data interval;
and generating a state data sequence consisting of the target state data.
The embodiment of the application provides an application system full life cycle monitoring equipment, its characterized in that, equipment includes:
at least one processor;
and a memory communicatively coupled to the at least one processor;
wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises a resource type required by the application system;
extracting a standard monitoring template corresponding to the resource type from a monitoring system;
adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a specified mode, and acquiring the monitoring requirements of the application system in the monitoring item execution process so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
An embodiment of the present application provides a non-volatile computer storage medium, which stores computer-executable instructions, and is characterized in that the computer-executable instructions are configured to:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type required by the application system;
extracting a standard monitoring template corresponding to the resource type from a monitoring system;
adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a designated mode, and acquiring the monitoring requirements of the application system in the process of executing the monitoring items so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
The application system full life cycle monitoring method provided by the application system can bring the following beneficial effects:
according to the resource application provided by the application system, the standard monitoring template corresponding to the type of the applied resource is obtained, the standard monitoring template is added to the application system to generate corresponding monitoring items, and the standard monitoring template can cover all monitoring information of the currently applied resource, so that the monitoring information is more comprehensive, and the monitoring principle does not need to be known manually. By executing or changing the monitoring items, the monitoring of the full life cycle of the application system can be realized, and the existence of a monitoring empty window period is avoided.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a schematic flowchart of a full lifecycle monitoring method for an application system according to an embodiment of the present application;
fig. 2 is a schematic structural diagram of an application system full-lifecycle monitoring device according to an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions of the present application will be described in detail and completely with reference to the following specific embodiments of the present application and the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all of the embodiments. 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 application.
The technical solutions provided by the embodiments of the present application are described in detail below with reference to the accompanying drawings.
As shown in fig. 1, a method for monitoring a full life cycle of an application system provided in an embodiment of the present application includes:
s101: acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type required by the application system.
When the application system applies for resources such as a server, a database, middleware and the like, the server acquires monitoring object information corresponding to the application system to be monitored, wherein the monitoring object information at least comprises the type of the resource to be applied by the application system.
S102: and extracting a standard monitoring template corresponding to the resource type from the monitoring system.
After determining the monitoring object information, the server may extract a standard monitoring template corresponding to the resource type from a preset monitoring system. The standard monitoring template is a standard monitoring mode specified in advance according to professional monitoring requirements, and the monitoring system stores the standard monitoring templates corresponding to a plurality of resource types.
Wherein, the standard monitoring template can be obtained by the following modes: and after the standard monitoring information is determined, a standard monitoring template for monitoring the corresponding resource type can be generated according to the standard monitoring information, so that a monitoring system comprising a plurality of standard monitoring templates is obtained. Different standard monitoring templates correspond to different resource types, when an application system applies for resources, the standard monitoring template corresponding to the currently applied resource can be directly called to perform subsequent monitoring, monitoring requirements corresponding to different resources do not need to be known manually, and the method is more convenient.
In one embodiment, when the application system has a resource requirement, the standard monitoring information may be determined by: and determining a monitoring index corresponding to the type of the currently applied resource according to the application alarm requirement of the application system. After the monitoring indexes are determined, if real-time monitoring of the application system is to be achieved, monitoring intervals of the monitoring indexes need to be determined according to system bearing pressure of the monitoring system, and alarm critical values of the monitoring indexes need to be determined according to running states of the monitoring system. The magnitude of the system bearing pressure is inversely proportional to the duration of the monitoring interval, and the smaller the monitoring interval is, the higher the system bearing pressure is. Only after the monitoring indexes and the monitoring intervals and the alarm critical values corresponding to the monitoring indexes are determined, the standard monitoring information for monitoring the application system can be correspondingly obtained.
Specifically, the alarm threshold value of the monitoring index may be determined according to the operation state of the monitoring system. The running state is represented by the state data of the monitoring system, so the state data sequence of the monitoring system is needed to be obtained at first, the state data sequence comprises CPU idle rate, bandwidth and the like, and the running process of the monitoring system is a continuous time sequence process, and the data contained in the state data sequence is the time sequence state data. After the state data sequence is acquired, the estimation interval of the state data sequence in a certain monitoring interval can be calculated by calculating the standard deviation among a plurality of state data contained in the state data sequence. The estimation interval represents the probability distribution critical range of the state data sequence, and the alarm critical value of the monitoring index corresponding to the resource type can be determined according to the estimation interval. Wherein, the upper limit of the alarm critical value is the state data + the length of the estimation interval, and the lower limit of the alarm critical value is the state data-the length of the estimation interval. For example, the time sequence data is 5, the estimation interval is 3, the corresponding critical range is [2,8], and the alarm threshold values are 2 and 8, respectively. Once the time sequence data exceeds the critical range, the monitoring items corresponding to the monitoring indexes can be triggered to alarm.
It should be noted that the time sequence state data of the monitoring system fluctuates in real time, and as the activation time of the monitoring system increases, the accuracy of the acquired state data also decreases, and to ensure the accuracy of the data, the most accurate time sequence state data at each time point can be obtained in a weighting manner. Specifically, the state data sequence is traversed through a preset moving window to obtain a plurality of state data intervals, wherein the length of each state data interval corresponds to the length of the moving window, and the moving window moves according to unit intervals. It will be appreciated that the number of state data intervals corresponds to the number of time sequential state data in the sequence of state data. After a plurality of state data intervals are obtained, according to sequence time corresponding to a plurality of state data contained in the state data intervals, determining influence coefficients corresponding to the plurality of state data, wherein the influence coefficients are in direct proportion to the sequence of the sequence time, and the influence coefficients are smaller when the sequence time is later. And carrying out weighted summation on each state data in the state data interval according to the influence coefficient, wherein the result of the weighted summation is the target state data corresponding to the state data interval, repeating the process until all the state data intervals are weighted, and at the moment, generating a state data sequence consisting of the target state data. The state data sequence can be used for calculating a subsequent estimation interval, and the accuracy of data calculation can be improved.
Taking the requirement of the middleware as an example, the middleware related to the embodiment of the application is the middleware which meets the general technical specification standard of the middleware through software installation, application deployment and middleware configuration. The monitoring index at least comprises one or more of the following items according to the application alarm requirement: a middleware state, a middleware database connection state, and a queue state. The alarm threshold may be determined based on a monitoring system. After the monitoring indexes, the alarm critical values corresponding to the monitoring indexes and the middleware types are respectively determined, a standard monitoring template corresponding to the middleware can be generated according to the information, and the standard monitoring template can be directly called subsequently.
S103: and adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types.
When the application system applies for server resources, the server can push a preset monitoring script, and a standard monitoring template of a corresponding resource type can be added to the server in a mode of calling an interface through compiling the script, so that corresponding monitoring items are generated. For example, if the resource type applied by the application system includes a middleware resource, monitoring information carried by the middleware resource may be used as a script operation parameter, and a middleware monitoring item is added to the server through a monitoring script carrying the script operation parameter.
S104: and starting to execute the monitoring items in a designated mode, and acquiring the monitoring requirements of the application system in the process of executing the monitoring items so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
The monitoring items are divided into two types of self-starting monitoring and non-self-starting monitoring according to different resource types. The self-starting type monitoring indicates monitoring items which can automatically start service when applying for resources, such as server monitoring, and the non-self-starting type monitoring indicates monitoring items which cannot automatically start service when applying for resources, such as middleware monitoring. Therefore, for different monitoring types, different specified manners can be adopted to start executing the monitoring items. And under the condition that the monitoring type is self-starting monitoring, determining that the application system starts to execute the monitoring items when applying for the first resource corresponding to the self-starting monitoring, and under the condition that the monitoring type is non-self-starting monitoring, periodically polling a second resource corresponding to the non-self-starting monitoring through a monitoring script to judge whether the second resource is effective or not and starting to execute the monitoring items when determining that the second resource is effective.
After the monitoring items are started, the server can periodically inquire the monitoring items according to a preset monitoring interval, so that whether the monitoring items trigger an alarm in the current monitoring interval is determined according to an alarm critical value. If the alarm is triggered, acquiring initial alarm information of the monitoring item, acquiring an application information ledger corresponding to the monitoring item from an application system, and filling the application information ledger into the initial alarm information to obtain filled alarm information. And after the filled alarm information is obtained, determining the resource type of the monitoring item, and processing the filled alarm information according to the alarm rule corresponding to the resource type. For example, when the resource type is middleware, once an alarm occurs, the application system responsible person and middleware operation and maintenance personnel can be notified through a short message. After the application system responsible person receives the alarm information, the application system responsible person can process the alarm information according to an emergency processing scheme obtained by standardizing an emergency processing method in advance. For example, if the alarm information is an 8081 port alarm, it may be determined that the current failure is service stop according to the emergency processing scheme, and at this time, it may be checked whether the service is in a stop state by using a preset service state check script, and if so, the service may be restarted.
If the application system needs to be put into production or changed, the monitoring can be correspondingly adjusted, started or stopped according to the production change scheme. And for the condition that the application system needs to carry out production change, standardizing the production change steps, generating a production change example after test verification, and determining target monitoring items of the application system, which need to carry out production change, according to the monitoring requirement data in the production change example. After the target monitoring items are determined, monitoring information carried in the monitoring requirement data is used as script operation parameters, and the target monitoring items are updated through the target monitoring scripts carrying the script operation parameters. The target monitoring script is a monitoring script corresponding to the target monitoring item, and the monitoring information is a monitoring item and a corresponding monitoring item value thereof which are required to be subjected to production change in the target monitoring item. For example, when a certain application is put into production, the provided monitoring demand data is that the start service port is 8080, the URL address is http:// xxxxx, and the start service port and the URL are monitoring items, and the target monitoring script carrying the monitoring information can update the server monitoring items corresponding to the application system, and add corresponding port monitoring and URL monitoring (uniform resource locator). Of course, when the application system is changed, the corresponding target monitoring item may also be adjusted in the above manner, for example, the start-up service port 8080 is updated to the port 8081.
In one embodiment, if the production change instance has large variation, the production change instance can be changed in a modularized manner, so as to achieve the purpose of reducing the data processing pressure. Specifically, the monitoring information in the production change instance is matched with the standard monitoring information in the target monitoring item corresponding to the monitoring information to obtain the update degree corresponding to the production change instance. If the update degree is greater than the preset threshold value, the occupation ratio of the monitoring information to be changed in the standard monitoring information is larger, and in order to ensure the change efficiency, a production change example needs to be modularized so as to obtain a production change process formed by the standard module and a plurality of other modules. Wherein, the standard module is a common step or characteristic in the production change process. And updating a first target monitoring item and a second target monitoring item which respectively correspond to the standard module and the other modules, and then splicing the updated first target monitoring item and the second target monitoring item in sequence to obtain the updated target monitoring item.
After the application system is off-line, the corresponding monitoring items can automatically follow the off-line, so that the monitoring of the full life cycle of the application system is realized. In the use process of the application system, whether the resources are on-line, modified or off-line, the comprehensive monitoring can be automatically realized through the added monitoring items, the traceable and auditable flow is realized, manual participation is not needed, and the timeliness and comprehensiveness of the monitoring are effectively guaranteed.
The above is a method embodiment proposed in the present application. Based on the same idea, some embodiments of the present application further provide a device and a non-volatile computer storage medium corresponding to the above method.
Fig. 2 is a schematic structural diagram of an application system full-life-cycle monitoring device according to an embodiment of the present application. As shown in fig. 2, includes:
at least one processor; and (c) a second step of,
at least one processor communicatively coupled memory; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to cause the at least one processor to:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type applied by the application system;
extracting a standard monitoring template corresponding to the resource type from the monitoring system;
adding a standard monitoring template to an application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a designated mode, and acquiring the monitoring requirements of the application system in the process of executing the monitoring items so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
An embodiment of the present application provides a non-volatile computer storage medium, which stores computer-executable instructions, and is characterized in that the computer-executable instructions are configured to:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type applied by the application system;
extracting a standard monitoring template corresponding to the resource type from the monitoring system;
adding a standard monitoring template to an application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a designated mode, and acquiring the monitoring requirements of the application system in the process of executing the monitoring items so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
The embodiments in the present application are described in a progressive manner, and the same and similar parts among the embodiments can be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the device and media embodiments, the description is relatively simple as it is substantially similar to the method embodiments, and reference may be made to some descriptions of the method embodiments for relevant points.
The device and the medium provided by the embodiment of the application correspond to the method one to one, so the device and the medium also have the similar beneficial technical effects as the corresponding method, and the beneficial technical effects of the method are explained in detail above, so the beneficial technical effects of the device and the medium are not repeated herein.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Disks (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium, which can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising a," "8230," "8230," or "comprising" does not exclude the presence of other like elements in a process, method, article, or apparatus comprising the element.
The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (10)
1. A full lifecycle monitoring method for an application system, the method comprising:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type required by the application system;
extracting a standard monitoring template corresponding to the resource type from a monitoring system;
adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a specified mode, and acquiring the monitoring requirements of the application system in the monitoring item execution process so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
2. The method as claimed in claim 1, wherein before extracting the standard monitoring template corresponding to the resource type, the method further comprises:
determining standard monitoring information corresponding to the resource type; the standard monitoring information comprises the resource type, the monitoring index and the alarm condition;
and generating a standard monitoring template for monitoring the resource type according to the standard monitoring information so as to obtain a monitoring system consisting of the standard monitoring template.
3. The method according to claim 2, wherein determining the standard monitoring information corresponding to the resource type specifically includes:
determining a monitoring index corresponding to the resource type according to the alarm requirement of the application system;
acquiring a state data sequence of the monitoring system, and calculating an estimation interval corresponding to the state data sequence; the estimation interval represents a probability distribution critical range of the state data sequence;
and determining an alarm critical value of a monitoring index corresponding to the resource type according to the estimation interval.
4. The method for monitoring the full life cycle of the application system according to claim 1, wherein the step of collecting the monitoring requirement of the application system to update the monitoring item according to the monitoring requirement specifically comprises:
under the condition that the application system carries out production change, obtaining a production change instance, and determining target monitoring items of the application system which need to carry out production change according to monitoring demand data in the production change instance;
taking the monitoring information carried in the monitoring demand data as a script operation parameter, and updating the target monitoring items through a target monitoring script carrying the script operation parameter; the target monitoring script is a monitoring script corresponding to the target monitoring item, and the monitoring information is a monitoring item and a corresponding monitoring item value thereof which are required to be put into production and changed in the target monitoring item.
5. The method according to claim 4, wherein after determining target monitoring items for the application system to perform production change according to the monitoring requirement data in the production change instance, the method further comprises:
matching the monitoring information with standard monitoring information in the target monitoring items to obtain the updating degree corresponding to the production change instance;
when the update degree is larger than a preset threshold value, modularizing the production change instance to obtain a production change process consisting of a standard module and a plurality of other modules;
the target monitoring items comprise a first target monitoring item and a second target monitoring item, and the updating of the target monitoring items specifically comprises the following steps:
updating a first target monitoring item and a second target monitoring item which respectively correspond to the standard module and the plurality of other modules;
and splicing the updated first target monitoring item with the second target monitoring item in sequence to obtain the updated target monitoring item.
6. The method according to claim 1, wherein after the execution of the monitoring event is initiated in a specified manner, the method further comprises:
the monitoring items are inquired regularly according to a preset monitoring interval, and whether the monitoring items trigger an alarm in the monitoring interval is determined according to an alarm critical value;
if so, acquiring initial alarm information of the monitoring item, acquiring an application information ledger corresponding to the monitoring item from the application system, and filling the application information ledger into the initial alarm information of the monitoring item to obtain filled alarm information;
and determining the resource type of the monitoring item, and processing the filled alarm information according to the alarm rule corresponding to the resource type.
7. The method for monitoring the full life cycle of the application system according to claim 1, wherein the step of starting execution of the monitoring item in a specified manner specifically includes:
determining a corresponding monitoring type according to the resource type of the monitoring item; the monitoring types comprise self-starting monitoring and non-self-starting monitoring;
under the condition that the monitoring type is self-starting monitoring, when the application system is determined to apply for a first resource corresponding to the self-starting monitoring, starting to execute the monitoring item;
and under the condition that the monitoring type is non-self-starting monitoring, periodically polling a second resource corresponding to the non-self-starting monitoring through the monitoring script to judge whether the second resource is effective or not, and starting to execute the monitoring item when the second resource is effective.
8. The method as claimed in claim 3, wherein before calculating the estimation interval corresponding to the state data sequence, the method further comprises:
traversing the state data sequence through a preset moving window to obtain a plurality of state data intervals; the length of the state data interval corresponds to the length of the moving window;
determining influence coefficients corresponding to a plurality of state data according to sequence time corresponding to the plurality of state data contained in the state data interval;
for the state data interval, carrying out weighted summation on the plurality of state data according to the influence coefficients to obtain target state data corresponding to the state data interval;
and generating a state data sequence consisting of the target state data.
9. An application system full lifecycle monitoring apparatus, the apparatus comprising:
at least one processor;
and a memory communicatively coupled to the at least one processor;
wherein the memory stores instructions executable by the at least one processor to cause the at least one processor to:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type required by the application system;
extracting a standard monitoring template corresponding to the resource type from a monitoring system;
adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a specified mode, and acquiring the monitoring requirements of the application system in the monitoring item execution process so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
10. A non-transitory computer storage medium storing computer-executable instructions, the computer-executable instructions configured to:
acquiring monitoring object information corresponding to an application system to be monitored; the monitoring object information at least comprises the resource type required by the application system;
extracting a standard monitoring template corresponding to the resource type from a monitoring system;
adding the standard monitoring template to the application system through a preset monitoring script to generate monitoring items corresponding to the resource types;
and starting to execute the monitoring items in a specified mode, and acquiring the monitoring requirements of the application system in the monitoring item execution process so as to update the monitoring items according to the monitoring requirements, thereby realizing the monitoring of the full life cycle of the application system.
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