CN116737428B - Air quality mode operation stability checking method and device and electronic equipment - Google Patents
Air quality mode operation stability checking method and device and electronic equipment Download PDFInfo
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Abstract
The invention provides a method and a device for checking the stability of air quality mode operation and electronic equipment, wherein the method comprises the following steps: when stability inspection is required, determining a target mode task, wherein one mode task corresponds to one air quality numerical forecasting mode; determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical forecasting mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judging information corresponding to the target air quality numerical forecasting mode; and according to the target stability checking scheme, performing stability checking on the target mode task to obtain a stability checking result of the target mode task, wherein the stability checking result is used for indicating the subsequent running state and/or the subsequent stability checking state of the target mode task. The embodiment of the invention can conveniently realize the stability check of the task corresponding to the target mode of the target air quality numerical forecasting mode.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method and an apparatus for checking stability of air quality mode operation, and an electronic device.
Background
In recent years, an air quality numerical prediction mode (i.e., an air quality mode) is gradually applied to an air quality prediction work of a business department, the air quality numerical prediction mode is a system for predicting an air quality condition by simulating physical and chemical processes such as emission, diffusion, transportation, chemical reaction, removal and the like of atmospheric pollutants through a numerical calculation method based on basic physical and chemical principles of a pollutant formation process in the atmosphere, and the air quality numerical prediction mode plays an important role in the air quality prediction work, so that various air quality numerical prediction modes are developed and used in the industry. It should be understood that when the air quality prediction is performed through the air quality numerical prediction mode, the running stability of the mode task (i.e., service) corresponding to the corresponding air quality numerical prediction mode is usually checked, but when the stability of the mode task is checked, the existing method is usually performed through a manual checking mode, which results in complicated and complex checking. Based on this, how to conveniently realize the stability check of the target air quality numerical forecasting mode corresponding to the target mode task becomes a research hotspot.
Disclosure of Invention
In view of the above, the embodiment of the invention provides a method, a device and an electronic device for checking the stability of air quality mode operation, so as to solve the problems of complicated and complex checking caused by the fact that the prior art is usually developed by a manual checking mode; that is, the embodiment of the invention can conveniently realize the stability check of the task corresponding to the target mode of the target air quality numerical forecasting mode.
According to an aspect of the present invention, there is provided a stability check method of air quality mode operation, the method comprising:
when stability inspection is required, determining a target mode task, wherein one mode task corresponds to one air quality numerical forecasting mode;
determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical forecasting mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judging information corresponding to the target air quality numerical forecasting mode;
and performing stability inspection on the target mode task according to the target stability inspection scheme to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating a subsequent running state and/or a subsequent stability inspection state of the target mode task.
According to another aspect of the present invention, there is provided a stability check device for air quality mode operation, the device comprising:
the processing unit is used for determining a target mode task when stability inspection is required, wherein one mode task corresponds to one air quality numerical forecasting mode;
the processing unit is further configured to determine a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical prediction mode corresponding to the target mode task, where the target stability inspection scheme is determined based on output determination information corresponding to the target air quality numerical prediction mode;
and the checking unit is used for checking the stability of the target mode task according to the target stability checking scheme to obtain a stability checking result of the target mode task, wherein the stability checking result is used for indicating the subsequent running state and/or the subsequent stability checking state of the target mode task.
According to another aspect of the invention there is provided an electronic device comprising a processor, and a memory storing a program, wherein the program comprises instructions which, when executed by the processor, cause the processor to perform the above mentioned method.
According to another aspect of the present invention there is provided a non-transitory computer readable storage medium storing computer instructions for causing a computer to perform the above mentioned method.
The embodiment of the invention can determine the target mode task when the stability inspection is required, wherein one mode task corresponds to one air quality numerical forecasting mode; determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical forecasting mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical forecasting mode; then, according to the target stability inspection scheme, stability inspection can be performed on the target mode task to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating a subsequent running state and/or a subsequent stability inspection state of the target mode task so as to automatically make a subsequent response through the stability inspection result. Therefore, the embodiment of the invention can conveniently realize the stability check of the task corresponding to the target mode of the target air quality numerical forecasting mode, so as to realize the automatic identification and automatic processing of the stability problem of the operation of the air quality numerical forecasting mode, and effectively reduce the operation and maintenance cost and the forecasting result delay problem.
Drawings
Further details, features and advantages of the invention are disclosed in the following description of exemplary embodiments with reference to the following drawings, in which:
FIG. 1 illustrates a flow diagram of a stability check method for air quality mode operation according to an exemplary embodiment of the present invention;
FIG. 2 illustrates a schematic diagram of a mode task according to an exemplary embodiment of the present invention;
FIG. 3 illustrates a flow diagram of another method of stability check for air quality mode operation according to an exemplary embodiment of the present invention;
FIG. 4 illustrates a flow diagram of a stability check method for still another air quality mode operation according to an exemplary embodiment of the present invention;
FIG. 5 shows a schematic block diagram of a stability check device operating in air quality mode according to an exemplary embodiment of the present invention;
fig. 6 shows a block diagram of an exemplary electronic device that can be used to implement an embodiment of the invention.
Detailed Description
Embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While the invention is susceptible of embodiment in the drawings, it is to be understood that the invention may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but rather are provided to provide a more thorough and complete understanding of the invention. It should be understood that the drawings and embodiments of the invention are for illustration purposes only and are not intended to limit the scope of the present invention.
It should be understood that the various steps recited in the method embodiments of the present invention may be performed in a different order and/or performed in parallel. Furthermore, method embodiments may include additional steps and/or omit performing the illustrated steps. The scope of the invention is not limited in this respect.
The term "including" and variations thereof as used herein are intended to be open-ended, i.e., including, but not limited to. The term "based on" is based at least in part on. The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments. Related definitions of other terms will be given in the description below. It should be noted that the terms "first," "second," and the like herein are merely used for distinguishing between different devices, modules, or units and not for limiting the order or interdependence of the functions performed by such devices, modules, or units.
It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those skilled in the art will appreciate that "one or more" is intended to be construed as "one or more" unless the context clearly indicates otherwise.
The names of messages or information interacted between the devices in the embodiments of the present invention are for illustrative purposes only and are not intended to limit the scope of such messages or information.
It should be noted that, the execution body of the stability checking method for air quality mode operation provided by the embodiment of the present invention may be one or more electronic devices, which is not limited in this aspect of the present invention; the electronic device may be a terminal (i.e. a client) or a server, and when the execution body includes a plurality of electronic devices and the plurality of electronic devices include at least one terminal and at least one server, the method for checking the stability of air quality mode operation provided by the embodiment of the present invention may be executed jointly by the terminal and the server. Accordingly, the terminals referred to herein may include, but are not limited to: smart phones, tablet computers, notebook computers, desktop computers, smart watches, smart voice interaction devices, smart appliances, vehicle terminals, aircraft, and so on. The server mentioned herein may be an independent physical server, or may be a server cluster or a distributed system formed by a plurality of physical servers, or may be a cloud server that provides cloud services, cloud databases, cloud computing (cloud computing), cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, CDN (Content Delivery Network ), and basic cloud computing services such as big data and artificial intelligence platforms, and so on.
Based on the above description, an embodiment of the present invention proposes a stability check method of air quality mode operation, which can be performed by the above-mentioned electronic device (terminal or server); alternatively, the stability check method of the air quality mode operation may be performed by the terminal and the server together. For convenience of explanation, the following description will take an example of a method for checking stability of the operation of the electronic device in the air quality mode; as shown in fig. 1, the stability check method of the air quality mode operation may include the following steps S101 to S103:
s101, when stability inspection is needed, determining a target mode task, wherein one mode task corresponds to one air quality numerical forecasting mode.
Wherein, one mode task refers to the task of carrying out air quality forecasting or air quality numerical simulation research by adopting a corresponding air quality numerical forecasting mode; alternatively, the number of the target mode tasks may be one or more, which is not limited in the present invention. Alternatively, the air quality numerical prediction mode may also be referred to as an air quality prediction mode.
Optionally, the electronic device may perform stability inspection on each of the plurality of mode tasks, so that each mode task may be used as a target mode task, a mode task with an operation frequency greater than a preset operation frequency threshold may be used as a target mode task, a mode task indicated by a mode task setting instruction may be used as a target mode task when the mode task setting instruction is detected, and so on; the invention is not limited in this regard.
It should be noted that the preset operation frequency threshold may be set empirically, or may be set according to actual requirements, which is not limited in the present invention; for example, assuming that the preset operation frequency threshold value is 30 times per month, a mode task having an operation frequency greater than 30 times per month may be regarded as a target mode task; as another example, assuming that the preset operating frequency threshold is 7 times per week, mode tasks with operating frequencies greater than 7 times per week may be considered target mode tasks. Correspondingly, the preset operation frequency threshold value can be set empirically or according to actual requirements, and the invention is not limited to this; for example, the preset number of operations may be 500 or 1000, etc.
In an embodiment of the present invention, the air quality numerical prediction modes corresponding to the plurality of mode tasks may include, but are not limited to: CMAQ (an air quality prediction and assessment system), NAQPMS ((Nested Air Quality Prediction Modeling System, nested grid air quality prediction mode system)), and WRF-Chem (an atmospheric air on-line coupling mode), etc.; the invention is not limited in this regard.
S102, determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical prediction mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical prediction mode.
In the embodiment of the present invention, since a stability check scheme is determined based on the output determination information corresponding to the corresponding air quality value prediction mode, a mode task corresponds to an air quality value prediction mode, and then a mode task corresponds to a stability check scheme, as shown in fig. 2. It should be noted that, when the output determination information corresponding to the two air quality numerical prediction modes is the same, the stability inspection schemes corresponding to the mode tasks corresponding to the two air quality numerical prediction modes may be the same, that is, the stability inspection schemes corresponding to the two corresponding mode tasks may be the same.
Optionally, the electronic device may include a plurality of stability check schemes, and then the electronic device may determine a target air quality numerical prediction mode corresponding to the target mode task from the plurality of stability check schemes. Wherein the stability check scheme may be implemented by a stability check program; alternatively, one stability check program may be used to implement one stability check scheme, multiple stability check schemes (i.e., the running programs of multiple stability check schemes may be integrated into one stability check program), and so forth. Alternatively, the air quality numerical forecasting mode may be typically deployed in a device (terminal or server) installed with a Linux operating system, and the stability check program may be written in CSHELL language (a programming language, mainly command-oriented programming); alternatively, the air quality numerical forecasting mode may be deployed in a device installed with a Linux operating system, and the stability check program may be written in Shell language (another programming language), and so on; the invention is not limited in this regard.
In an embodiment of the present invention, one output determination information may include at least one of: an output data format of the corresponding air quality numerical forecasting mode and task completion indication information, wherein one output data format is used for determining an operation result judging mode in the corresponding stability checking scheme, and one operation result judging mode is used for judging whether the corresponding air quality numerical forecasting mode normally outputs an operation result or not; one task completion indication information is used for determining a task completion determination mode in the corresponding stability check scheme, and one task completion determination mode is used for determining whether the corresponding mode task is completed to run.
Optionally, the formats or modes of the data generated by the different air quality numerical prediction modes are different, that is, the output data format of one air quality numerical prediction mode may be grid data, a fragment file, nc (Numerical Control, digital computer control) data or binary file, or the like; the invention is not limited in this regard.
Optionally, the task completion indication information may be a completion log, an end field, or the like; the invention is not limited in this regard. The ending field may be a chinese identifier, an english identifier, a digital identifier, or the like, which is not limited in the present invention. Specifically, when the task completion instruction information is a completion log, the task completion determination manner may be determined based on the completion log; when the task completion instruction information is an end field, the task completion determination manner may be determined based on the end field, or the like.
S103, performing stability inspection on the target mode task according to the target stability inspection scheme to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating the subsequent running state and/or the subsequent stability inspection state of the target mode task.
Wherein the subsequent running state of one target mode task may include, but is not limited to: completion of the corresponding target mode task (i.e., running the corresponding target mode task or completion), continuation of the mode task process running the corresponding target mode task, and termination of the mode task process of the corresponding target mode task (i.e., running out), etc.; the invention is not limited in this regard. Accordingly, the subsequent stability check state of one target mode task may be to end the stability check of the corresponding target mode task or to continue the stability check of the corresponding target mode task, etc.
It should be understood that if the number of the target mode tasks is multiple, the electronic device may determine, based on the target air quality numerical prediction mode corresponding to each target mode task of the multiple target mode tasks, a target stability inspection scheme corresponding to each target mode task, and may perform stability inspection on the corresponding target mode task according to the target stability inspection scheme corresponding to each target mode task, to obtain a stability inspection result of each target mode task. Therefore, the embodiment of the invention designs and constructs the stability optimization method for the air quality numerical forecasting multi-mode task operation, solves the problems caused by the complexity of the operation stability check of the air quality numerical forecasting mode and the diversity of the operation result of the air quality numerical forecasting mode, and improves the stability of the air quality numerical forecasting mode. For ease of illustration, a target mode task will be described hereinafter.
Optionally, when a stability check program is used to implement a stability check scheme, the electronic device may invoke a stability check program corresponding to the target stability check scheme, and perform stability check on the target mode task according to the target stability check scheme; when one stability check program is used to implement multiple stability check schemes, the electronic device may call a part of the stability check programs, perform stability check on the target mode task according to the target stability check scheme, and so on.
The embodiment of the invention can determine the target mode task when the stability inspection is required, wherein one mode task corresponds to one air quality numerical forecasting mode; determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical forecasting mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical forecasting mode; then, according to the target stability inspection scheme, stability inspection can be performed on the target mode task to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating a subsequent running state and/or a subsequent stability inspection state of the target mode task so as to automatically make a subsequent response through the stability inspection result. Therefore, the embodiment of the invention can conveniently realize the stability check of the task corresponding to the target mode of the target air quality numerical forecasting mode, so as to realize the automatic identification and automatic processing of the stability problem of the operation of the air quality numerical forecasting mode, and effectively reduce the operation and maintenance cost and the forecasting result delay problem.
Based on the above description, the embodiment of the invention also provides a more specific air quality mode operation stability checking method. Accordingly, the stability check method of the air quality mode operation may be performed by the above-mentioned electronic device (terminal or server); alternatively, the stability check method of the air quality mode operation may be performed by the terminal and the server together. For convenience of explanation, the following description will take an example of a method for checking stability of the operation of the electronic device in the air quality mode; referring to fig. 3, the method for checking the stability of the air quality mode operation may include the following steps S301 to S304:
s301, when stability inspection is needed, determining a target mode task, wherein one mode task corresponds to one air quality numerical forecasting mode.
S302, determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical prediction mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical prediction mode.
In the embodiment of the present invention, one stability check scheme may include an operation result determination manner, and one operation result determination manner is used to determine whether the corresponding air quality numerical prediction mode normally outputs the operation result (i.e. whether the corresponding operation result determination information changes). Accordingly, a stability check scheme may further include a task completion determination mode, where a task completion determination mode is used to determine whether a task of a corresponding mode is completed.
Based on the above, the electronic device may check the task completion instruction information under the target mode task based on the task completion determination mode in the target stability check scheme, where the task completion instruction information under the target mode task is: task completion indication information output by the target air quality numerical forecasting mode; if the task completion indication information (such as a completion log or an end field) of the target mode task is checked, it is determined that the target mode task is completed (i.e. the task is completed), and the end check indication information may be used as a stability check result of the target mode task to end the stability check of the target mode task (i.e. the subsequent stability check state of the target mode task may be the stability check of the end target mode task), as shown in fig. 4. In other words, if it is checked that the task completion instruction information in the target mode task, that is, the task completion instruction information in the target mode task exists, the target mode task is considered to be completed, and the stability check of the target mode task is ended. The task completion determination manner may refer to a manner of determining whether a task is completed, such as determination by a completion log or determination by an end field. It should be appreciated that upon checking the task completion indication information for the target mode task, the subsequent running state of the target mode task may be the target mode task completion.
Further, a stability checking scheme may further include a mode task process determining manner, and the mode task process determining manner may determine whether the corresponding mode task is running by checking whether the mode task has a mode task process, that is, the mode task process determining manner may refer to a manner of determining by a presence of the mode task process. Specifically, if the task completion instruction information under the target mode task is not checked (i.e., the task completion instruction information under the target mode task does not exist), the electronic device may check the mode task progress of the target mode task; if the mode task progress of the target mode task is not checked, determining that the target mode task is not operated (i.e. is operated to exit), and taking the ending check indication information as a stability check result of the target mode task to end the stability check of the target mode task; in this case, the subsequent stability check state of the target mode task may be to end the stability check of the target mode task. The electronic device can check whether the task completion indication information exists in the target mode task; if the task completion indication information of the target mode task does not exist, it is necessary to check whether the target mode task process (i.e., the mode task process of the target mode task) exists.
Further, a stability check scheme may further include a load determination mode, and the load determination mode is used to determine whether the mode task progress of the corresponding mode task is normal. It should be appreciated that the air quality numerical prediction mode may utilize a CPU (Central Processing Unit ) of the device (e.g., server) in which it is located to perform numerical calculations and store the results of the operations in device memory during the operations. Thus, the stability of air quality numerical forecasting mode operation is mainly dependent on the CPU and storage of the device, i.e. the stability of mode task operation is mainly dependent on the CPU and storage of the device; that is, the average load (i.e., average load value) of the CPU may reflect the use condition of the operation core of the device, and then the electronic device may implement the monitoring of the stability of the air quality value prediction mode by monitoring the average load of the CPU. Based on this, the load determination method may refer to a method of determining by a load threshold value.
In a specific implementation, if the mode task progress of the target mode task is detected, the electronic device may determine a load threshold corresponding to the target mode task and an average load value of the target mode task based on a load determination mode in the target stability detection scheme, where the load threshold is determined based on a processor core number (i.e., a CPU core number) corresponding to the target mode task; if the average load value is greater than the load threshold, the ending check and the process indication information are used as a stability check result of the target mode task to terminate the mode task process of the target mode task, so that the operation is stopped, and the stability check of the target mode task is ended; if the average load value is less than or equal to the load threshold, the following operation result determination method based on the target stability inspection scheme is executed, and the first operation result determination information of the target mode task under the current inspection is determined, so that the stability inspection of the target mode task can be continued, as shown in fig. 4.
The load threshold may be set empirically, or may be set according to actual requirements, which is not limited in the present invention. Alternatively, the load threshold may be the number of processor cores, or may be calculated based on a preset core ratio and the number of processor cores, or the like; the preset core proportion can be set empirically or according to actual requirements, and the invention is not limited to this; for example, when the load threshold is calculated based on the preset core ratio and the number of processor cores, and the number of processor cores is 8 and the preset core ratio is 80%, the load threshold may be a multiplication result (i.e., 6.4) between the preset core ratio and the number of processor cores.
Alternatively, the number of compute nodes running a mode task may be one or more; when the number of the computing nodes of one mode task is multiple, one scheduling computing node exists in the multiple computing nodes so as to distribute subtasks of each computing node of the multiple computing nodes for the corresponding mode task; based on the average load value of the target mode task can be the average load value of a scheduling computing node in a plurality of computing nodes corresponding to the target mode task; alternatively, the average load value of the target mode task may be a sum of average load values of individual computing nodes of the plurality of computing nodes. It should be appreciated that if the load threshold is determined based on the number of processor cores of the scheduling computing node, then the average load value of the target mode task is the average load value of the scheduling computing node; if the load threshold is determined based on a sum of the processor cores of the respective compute nodes, then the average load value for the target mode task is the sum of the average load values of the respective compute nodes of the plurality of compute nodes, and so on.
S303, determining first operation result judging information of the target mode task under the current inspection and determining second operation result judging information of the target mode task under the last inspection based on the operation result judging mode in the target stability inspection scheme.
In the embodiment of the present invention, an operation result determination manner is determined based on operation result determination information, that is, the operation result determination manner may refer to a manner of determining whether an operation result is normally output, that is, a manner of determining whether the operation result is normally output by determining whether the operation result determination information is changed; alternatively, the operation result determination information may be the number of files, the size of the files, the update time of the files, or the like, which is not limited in the present invention. Specifically, if the output data format is grid data or a fragment file, the corresponding operation result judgment information may be the number of files; if the output data format is nc data or binary file, the corresponding operation result determination information may be file size and/or file update time.
It should be understood that the electronic device may record the operation result determination information once every a preset inspection duration, that is, the interval duration between the current inspection and the last inspection may be the preset inspection duration. Alternatively, the preset checking duration may be 30 minutes, or may be 50 minutes, or the like, which is not limited in the present invention.
S304, based on the difference between the first operation result judging information and the second operation result judging information, performing stability check on the target mode task to obtain a stability check result of the target mode task, wherein the stability check result is used for indicating the subsequent running state and/or the subsequent stability check state of the target mode task.
Specifically, if the first operation result judgment information is the same as the second operation result judgment information, the operation result is judged to be not normally output by the target air quality numerical value prediction mode, namely, the operation result is judged to be not normally output by the target mode task; if the first operation result judging information and the second operation result judging information are different, the normal output operation result of the target air quality numerical forecasting mode can be judged, namely the normal output operation result of the target mode task is judged.
For example, taking the output data format as grid data and the operation result judging information as the number of files as an example, the electronic device can list the number of files in the storage path of the mode operation result every other preset checking time, compare the number of files corresponding to the two operation results, and judge that the air quality numerical forecasting mode does not normally output the operation result if the two operation results are the same; if the two are different, the air quality numerical prediction mode can be judged to normally output the operation result.
In the embodiment of the present invention, if the subsequent running state of the target mode task is a mode task process for continuously running the target mode task, or if the subsequent stability checking state of the target mode task is a stability checking for continuously running the target mode task, the electronic device may continue to circulate the above-mentioned stability checking process until the task completion instruction information under the target mode task is generated (i.e., until the task completion instruction information under the target mode task is checked), and then the stability checking of the target mode task is completed.
It should be noted that, if the stability check result indicates that the mode task process of the target mode task needs to be terminated (i.e., when the subsequent running state is the mode task process of the termination target mode task), after the mode task process of the target mode task is terminated, the electronic device may restart the target mode task to obtain a restarted mode task, and stability check needs to be performed on the restarted mode task.
The embodiment of the invention can determine the target mode task when the stability inspection is required, wherein one mode task corresponds to one air quality numerical forecasting mode; and determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical prediction mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical prediction mode. Further, one stability inspection scheme includes an operation result determination manner, and one operation result determination manner is used to determine whether the corresponding air quality numerical prediction mode normally outputs an operation result, in which case, based on the operation result determination manner in the target stability inspection scheme, first operation result determination information of the target mode task under the current inspection and second operation result determination information of the target mode task under the previous inspection may be determined; and based on the difference between the first operation result judging information and the second operation result judging information, performing stability inspection on the target mode task to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating the subsequent running state and/or the subsequent stability inspection state of the target mode task. And the target stability inspection scheme can also comprise a task completion judgment mode, a mode task progress judgment mode and the like, and based on the target stability inspection scheme, the embodiment of the invention can realize a multi-link inspection mechanism so as to realize the stability inspection of the running process and the automatic identification of the stability problem. In addition, if the stability check result indicates that the mode task process of the target mode task needs to be terminated, the target mode task can be restarted after the mode task process of the target mode task is terminated, so that the problem of running stability of the air quality numerical forecasting mode is automatically processed in time, and the problems of labor operation and maintenance cost and forecasting result delay are reduced.
Based on the description of the related embodiments of the air quality mode operation stability check method, the embodiments of the present invention further provide an air quality mode operation stability check device, where the air quality mode operation stability check device may be a computer program (including program code) running in an electronic device; as shown in fig. 5, the stability check device for air quality mode operation may include a processing unit 501 and a check unit 502. The air quality mode operation stability check device may perform the air quality mode operation stability check method shown in fig. 1 or 3, i.e., the air quality mode operation stability check device may operate the above units:
the processing unit 501 is configured to determine a target mode task when stability inspection is required, where one mode task corresponds to one air quality numerical prediction mode;
the processing unit 501 is further configured to determine, based on a target air quality numerical prediction mode corresponding to the target mode task, a target stability inspection scheme corresponding to the target mode task, where the target stability inspection scheme is determined based on output determination information corresponding to the target air quality numerical prediction mode;
And the checking unit 502 is configured to perform stability checking on the target mode task according to the target stability checking scheme, to obtain a stability checking result of the target mode task, where the stability checking result is used to indicate a subsequent running state and/or a subsequent stability checking state of the target mode task.
In one embodiment, one output decision information includes at least one of: an output data format of the corresponding air quality numerical forecasting mode and task completion indication information, wherein one output data format is used for determining an operation result judging mode in the corresponding stability checking scheme, and one operation result judging mode is used for judging whether the corresponding air quality numerical forecasting mode normally outputs an operation result or not; one task completion indication information is used for determining a task completion determination mode in the corresponding stability check scheme, and one task completion determination mode is used for determining whether the corresponding mode task is completed to run.
In another embodiment, a stability check scheme includes an operation result determination mode, and the operation result determination mode is used for determining whether the corresponding air quality numerical prediction mode normally outputs the operation result; the checking unit 502 may be specifically configured to, when performing stability checking on the target mode task according to the target stability checking scheme to obtain a stability checking result of the target mode task:
Determining first operation result judging information of the target mode task under the current inspection and second operation result judging information of the target mode task under the last inspection based on the operation result judging mode in the target stability inspection scheme;
and performing stability inspection on the target mode task based on the difference between the first operation result judgment information and the second operation result judgment information to obtain a stability inspection result of the target mode task.
In another embodiment, a stability checking scheme further includes a task completion determination mode, where the task completion determination mode is used to determine whether the task of the corresponding mode is completed to run; the checking unit 502 is further configured to:
based on a task completion judging mode in the target stability checking scheme, checking task completion indicating information of the target mode task, wherein the task completion indicating information of the target mode task is as follows: task completion indication information output by the target air quality numerical forecasting mode;
if the task completion indication information under the target mode task is detected, determining that the target mode task is completed to run, and taking the ending detection indication information as a stability detection result of the target mode task to end the stability detection of the target mode task.
In another embodiment, a stability checking scheme further includes a mode task process determining mode, and the mode task process determining mode determines whether the corresponding mode task is running by checking whether the mode task has a mode task process; the checking unit 502 is further configured to:
if the task completion indication information of the target mode task is not detected, checking the mode task progress of the target mode task;
if the mode task progress of the target mode task is not detected, determining that the target mode task is not operated, and taking the ending detection indication information as a stability detection result of the target mode task so as to end the stability detection of the target mode task.
In another embodiment, a stability checking scheme further includes a load determining mode, and the load determining mode is used for determining whether the mode task process of the corresponding mode task is normal; the processing unit 501 may be further configured to:
if the mode task progress of the target mode task is detected, determining a load threshold corresponding to the target mode task and an average load value of the target mode task based on a load judging mode in the target stability detecting scheme, wherein the load threshold is determined based on the processor core number corresponding to the target mode task;
The checking unit 502 is further configured to:
if the average load value is greater than the load threshold, taking ending checking and process indicating information as a stability checking result of the target mode task so as to terminate the mode task process of the target mode task and end the stability checking of the target mode task;
and if the average load value is smaller than or equal to the load threshold value, executing the operation result judging mode in the target stability checking scheme, and determining first operation result judging information of the target mode task under the current checking.
In another embodiment, the processing unit 501 may be further configured to:
if the stability check result indicates that the mode task process of the target mode task needs to be terminated, restarting the target mode task after the mode task process of the target mode task is terminated, obtaining a restarted mode task, and performing stability check on the restarted mode task.
According to one embodiment of the invention, the steps involved in the method of fig. 1 or 3 may be performed by the units in the stability check device operating in the air quality mode of fig. 5. For example, steps S101 and S102 shown in fig. 1 may each be performed by the processing unit 501 shown in fig. 5, and step S103 may be performed by the inspection unit 502 shown in fig. 5. As another example, steps S301 and S302 shown in fig. 3 may each be performed by the processing unit 501 shown in fig. 5, steps S303 and S304 may each be performed by the inspection unit 502 shown in fig. 5, and so on.
According to another embodiment of the present invention, each unit in the air quality mode operation stability inspection device shown in fig. 5 may be separately or completely combined into one or several other units, or some unit(s) thereof may be further split into a plurality of units with smaller functions, which may achieve the same operation without affecting the achievement of the technical effects of the embodiment of the present invention. The above units are divided based on logic functions, and in practical applications, the functions of one unit may be implemented by a plurality of units, or the functions of a plurality of units may be implemented by one unit. In other embodiments of the invention, the stability check device operating in any air quality mode may also include other units, and in actual practice, these functions may be assisted by other units and may be cooperatively implemented by a plurality of units.
According to another embodiment of the present invention, the air quality mode operation stability check apparatus as shown in fig. 5 may be constructed by running a computer program (including program code) capable of executing the steps involved in the respective methods as shown in fig. 1 or 3 on a general-purpose electronic device such as a computer including a processing element such as a Central Processing Unit (CPU), a random access storage medium (RAM), a read only storage medium (ROM), and the like, and the storage element, and the air quality mode operation stability check method of the embodiment of the present invention may be implemented. The computer program may be recorded on, for example, a computer storage medium, and loaded into and run in the above-described electronic device through the computer storage medium.
The embodiment of the invention can determine the target mode task when the stability inspection is required, wherein one mode task corresponds to one air quality numerical forecasting mode; determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical forecasting mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical forecasting mode; then, according to the target stability inspection scheme, stability inspection can be performed on the target mode task to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating a subsequent running state and/or a subsequent stability inspection state of the target mode task so as to automatically make a subsequent response through the stability inspection result. Therefore, the embodiment of the invention can conveniently realize the stability check of the task corresponding to the target mode of the target air quality numerical forecasting mode, so as to realize the automatic identification and automatic processing of the stability problem of the operation of the air quality numerical forecasting mode, and effectively reduce the operation and maintenance cost and the forecasting result delay problem.
Based on the description of the method embodiment and the apparatus embodiment, the exemplary embodiment of the present invention further provides an electronic device, including: at least one processor; and a memory communicatively coupled to the at least one processor. The memory stores a computer program executable by the at least one processor for causing the electronic device to perform a method according to an embodiment of the invention when executed by the at least one processor.
The exemplary embodiments of the present invention also provide a non-transitory computer readable storage medium storing a computer program, wherein the computer program, when executed by a processor of a computer, is for causing the computer to perform a method according to an embodiment of the present invention.
The exemplary embodiments of the invention also provide a computer program product comprising a computer program, wherein the computer program, when being executed by a processor of a computer, is for causing the computer to perform a method according to an embodiment of the invention.
Referring to fig. 6, a block diagram of an electronic device 600 that may be a server or a client of the present invention will now be described, which is an example of a hardware device that may be applied to aspects of the present invention. Electronic devices are intended to represent various forms of digital electronic computer devices, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other suitable computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular telephones, smartphones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 6, the electronic device 600 includes a computing unit 601 that can perform various appropriate actions and processes according to a computer program stored in a Read Only Memory (ROM) 602 or a computer program loaded from a storage unit 608 into a Random Access Memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the device 600 may also be stored. The computing unit 601, ROM 602, and RAM 603 are connected to each other by a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
A number of components in the electronic device 600 are connected to the I/O interface 605, including: an input unit 606, an output unit 607, a storage unit 608, and a communication unit 609. The input unit 606 may be any type of device capable of inputting information to the electronic device 600, and the input unit 606 may receive input numeric or character information and generate key signal inputs related to user settings and/or function controls of the electronic device. The output unit 607 may be any type of device capable of presenting information and may include, but is not limited to, a display, speakers, video/audio output terminals, vibrators, and/or printers. Storage unit 608 may include, but is not limited to, magnetic disks, optical disks. The communication unit 609 allows the electronic device 600 to exchange information/data with other devices through a computer network, such as the internet, and/or various telecommunications networks, and may include, but is not limited to, modems, network cards, infrared communication devices, wireless communication transceivers and/or chipsets, such as bluetooth (TM) devices, wiFi devices, wiMax devices, cellular communication devices, and/or the like.
The computing unit 601 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of computing unit 601 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various computing units running machine learning model algorithms, a Digital Signal Processor (DSP), and any suitable processor, controller, microcontroller, etc. The computing unit 601 performs the various methods and processes described above. For example, in some embodiments, the stability check method of air quality mode operation may be implemented as a computer software program tangibly embodied on a machine-readable medium, such as the storage unit 608. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 600 via the ROM 602 and/or the communication unit 609. In some embodiments, the computing unit 601 may be configured to perform the stability check method of air quality mode operation by any other suitable means (e.g., by means of firmware).
Program code for carrying out methods of the present invention may be written in any combination of one or more programming languages. These program code may be provided to a processor or controller of a general purpose computer, special purpose computer, or other programmable air quality mode operation stability check device such that the program code, when executed by the processor or controller, causes the functions/operations specified in the flowchart and/or block diagram to be performed. The program code may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. The machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
As used herein, the terms "machine-readable medium" and "computer-readable medium" refer to any computer program product, apparatus, and/or device (e.g., magnetic discs, optical disks, memory, programmable Logic Devices (PLDs)) used to provide machine instructions and/or data to a programmable processor, including a machine-readable medium that receives machine instructions as a machine-readable signal. The term "machine-readable signal" refers to any signal used to provide machine instructions and/or data to a programmable processor.
To provide for interaction with a user, the systems and techniques described here can be implemented on a computer having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and pointing device (e.g., a mouse or trackball) by which a user can provide input to the computer. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic input, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), and the internet.
The computer system may include a client and a server. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other.
It is also to be understood that the foregoing is merely illustrative of the present invention and is not to be construed as limiting the scope of the invention, which is defined by the appended claims.
Claims (9)
1. A method of checking stability of air quality mode operation, comprising:
when stability inspection is required, determining a target mode task, wherein one mode task corresponds to one air quality numerical forecasting mode, and one mode task refers to a task performed by adopting the corresponding air quality numerical forecasting mode;
determining a target stability inspection scheme corresponding to the target mode task based on a target air quality numerical prediction mode corresponding to the target mode task, wherein the target stability inspection scheme is determined based on output judgment information corresponding to the target air quality numerical prediction mode, and one output judgment information comprises: the output data format of the corresponding air quality numerical prediction mode, or, an output decision information includes: an output data format of the corresponding air quality numerical forecasting mode and task completion indication information, wherein one output data format is used for determining an operation result judging mode in the corresponding stability checking scheme, and one operation result judging mode is used for judging whether the corresponding air quality numerical forecasting mode normally outputs an operation result or not; the task completion indication information is used for determining a task completion judging mode in the corresponding stability checking scheme, and the task completion judging mode is used for judging whether the task in the corresponding mode is completed to run or not;
And performing stability inspection on the target mode task according to the target stability inspection scheme to obtain a stability inspection result of the target mode task, wherein the stability inspection result is used for indicating a subsequent running state and/or a subsequent stability inspection state of the target mode task.
2. The method of claim 1, wherein a stability check scheme includes an operation result determination means; and performing stability inspection on the target mode task according to the target stability inspection scheme to obtain a stability inspection result of the target mode task, wherein the method comprises the following steps:
determining first operation result judging information of the target mode task under the current inspection and second operation result judging information of the target mode task under the last inspection based on the operation result judging mode in the target stability inspection scheme;
and performing stability inspection on the target mode task based on the difference between the first operation result judgment information and the second operation result judgment information to obtain a stability inspection result of the target mode task.
3. The method of claim 2, wherein a stability check scheme further comprises a task completion decision; the method further comprises the steps of:
Based on a task completion judging mode in the target stability checking scheme, checking task completion indicating information of the target mode task, wherein the task completion indicating information of the target mode task is as follows: task completion indication information output by the target air quality numerical forecasting mode;
if the task completion indication information under the target mode task is detected, determining that the target mode task is completed to run, and taking the ending detection indication information as a stability detection result of the target mode task to end the stability detection of the target mode task.
4. A method according to claim 3, wherein a stability check scheme further comprises a mode task process determination means, and the mode task process determination means determines whether the corresponding mode task is running by checking whether the mode task has a mode task process; the method further comprises the steps of:
if the task completion indication information of the target mode task is not detected, checking the mode task progress of the target mode task;
if the mode task progress of the target mode task is not detected, determining that the target mode task is not operated, and taking the ending detection indication information as a stability detection result of the target mode task so as to end the stability detection of the target mode task.
5. The method of claim 4, wherein a stability check scheme further comprises a load determination means, and wherein the load determination means is configured to determine whether a mode task process of the corresponding mode task is normal; the method further comprises the steps of:
if the mode task progress of the target mode task is detected, determining a load threshold corresponding to the target mode task and an average load value of the target mode task based on a load judging mode in the target stability detecting scheme, wherein the load threshold is determined based on the processor core number corresponding to the target mode task;
if the average load value is greater than the load threshold, taking ending checking and process indicating information as a stability checking result of the target mode task so as to terminate the mode task process of the target mode task and end the stability checking of the target mode task;
and if the average load value is smaller than or equal to the load threshold value, executing the operation result judging mode in the target stability checking scheme, and determining first operation result judging information of the target mode task under the current checking.
6. The method according to claim 1, wherein the method further comprises:
if the stability check result indicates that the mode task process of the target mode task needs to be terminated, restarting the target mode task after the mode task process of the target mode task is terminated, obtaining a restarted mode task, and performing stability check on the restarted mode task.
7. A stability check device for air quality mode operation, the device comprising:
the processing unit is used for determining a target mode task when stability inspection is required, wherein one mode task corresponds to one air quality numerical forecasting mode, and one mode task refers to a task performed by adopting the corresponding air quality numerical forecasting mode;
the processing unit is further configured to determine, based on a target air quality numerical prediction mode corresponding to the target mode task, a target stability inspection scheme corresponding to the target mode task, where the target stability inspection scheme is determined based on output determination information corresponding to the target air quality numerical prediction mode, and one output determination information includes: the output data format of the corresponding air quality numerical prediction mode, or, an output decision information includes: an output data format of the corresponding air quality numerical forecasting mode and task completion indication information, wherein one output data format is used for determining an operation result judging mode in the corresponding stability checking scheme, and one operation result judging mode is used for judging whether the corresponding air quality numerical forecasting mode normally outputs an operation result or not; the task completion indication information is used for determining a task completion judging mode in the corresponding stability checking scheme, and the task completion judging mode is used for judging whether the task in the corresponding mode is completed to run or not;
And the checking unit is used for checking the stability of the target mode task according to the target stability checking scheme to obtain a stability checking result of the target mode task, wherein the stability checking result is used for indicating the subsequent running state and/or the subsequent stability checking state of the target mode task.
8. An electronic device, comprising:
a processor; and
a memory in which a program is stored,
wherein the program comprises instructions which, when executed by the processor, cause the processor to perform the method according to any of claims 1-6.
9. A non-transitory computer readable storage medium storing computer instructions for causing a computer to perform the method of any one of claims 1-6.
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