CN111090625A - Method, device and medium for compressing management log - Google Patents
Method, device and medium for compressing management log Download PDFInfo
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/17—Details of further file system functions
- G06F16/1734—Details of monitoring file system events, e.g. by the use of hooks, filter drivers, logs
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/17—Details of further file system functions
- G06F16/174—Redundancy elimination performed by the file system
- G06F16/1744—Redundancy elimination performed by the file system using compression, e.g. sparse files
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Abstract
The invention discloses a method for compressing management logs, which comprises the following steps: collecting heat data of a user on cluster management software; judging according to the collected heat data, and judging the logs generated by the cluster management software reaching the preset heat as hot logs; and configuring different management policies for the hot logs. The invention also discloses a computer device and a readable storage medium. The method, the device and the medium for compressing the management log accelerate the access and query speed and optimize the storage space by promoting the management of log data.
Description
Technical Field
The present invention relates to the field of managing logs, and more particularly, to a method, an apparatus, and a readable medium for compressing a managing log.
Background
Along with the increase of data access amount, the cluster storage scale is enlarged, log files generated by cluster management software are gradually increased along with time in daily operation of a storage cluster, effective control means and strategies are not available, and the problems that the query access speed of subsequent logs is influenced, the storage space is reduced, and the performance of a system is reduced are further influenced are solved. In consideration of different management strategies established by defining different heat degrees on data at present, log management and storage space optimization can be completed through a log compression management mode with heat degree and priority.
In order to solve the above problems, the present invention provides a method, an apparatus, and a medium for compressing a management log, which can implement management and storage space optimization of different policies of the log.
Disclosure of Invention
In view of this, the present invention provides a method, an apparatus, and a medium for compressing a management log, which can implement management and storage space optimization of different policies of the log.
Based on the above object, an aspect of the embodiments of the present invention provides a method for compressing a management log, including the following steps: collecting heat data of a user on cluster management software; judging according to the collected heat data, and judging the logs generated by the cluster management software reaching the preset heat as hot logs; and configuring different management policies for the hot logs.
In some embodiments, collecting the hot data of the user to the cluster management software comprises: and acquiring the frequency of the operation executed by the user and the retention time of the accessed page as heat data through a heat data automatic identification module.
In some embodiments, the determining according to the collected heat data, and the determining the log generated by the cluster management software reaching the predetermined heat as the hot log comprises: cluster management software with high frequency of user execution operation and long retention time of page access is judged as hot data through a hot data automatic identification module; and judging the log generated by the correlation of the thermal data as a thermal log.
In some embodiments, further comprising: and transmitting the generated hot log to a background log management module to manage the hot log.
In some embodiments, configuring different management policies for the hot log includes: and the log management module receives the judged hot log and configures a management strategy for prolonging the period of the compressed log and prolonging the retention time of the compressed packet for the hot log.
In another aspect of the embodiments of the present invention, there is also provided a computer device, including: at least one processor; and a memory storing computer instructions executable on the processor, the instructions being executable by the processor to perform the steps of: collecting heat data of a user on cluster management software; judging according to the collected heat data, and judging the logs generated by the cluster management software reaching the preset heat as hot logs; and configuring different management policies for the hot logs.
In some embodiments, collecting the hot data of the user to the cluster management software comprises: and acquiring the frequency of the operation executed by the user and the retention time of the accessed page as heat data through a heat data automatic identification module.
In some embodiments, the determining according to the collected heat data, and the determining the log generated by the cluster management software reaching the predetermined heat as the hot log comprises: cluster management software with high frequency of user execution operation and long retention time of page access is judged as hot data through a hot data automatic identification module; and judging the log generated by the correlation of the thermal data as a thermal log.
In some embodiments, the steps further comprise: transmitting the generated hot log to a background log management module to manage the hot log; the log management module configures a management strategy for prolonging the period of the compressed log and prolonging the retention time of the compressed packet for the hot log.
In a further aspect of the embodiments of the present invention, a computer-readable storage medium is also provided, in which a computer program for implementing the above method steps is stored when the computer program is executed by a processor.
The invention has the following beneficial technical effects: by judging the hot data, when the management software is operated and service inquiry is carried out, the hot data can be automatically identified, the generated log is defined as the hot log, and different policy management can be carried out on the log after the log is received. By improving the management of log data, the access and query speed is increased, and the storage space is optimized.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other embodiments can be obtained by using the drawings without creative efforts.
Fig. 1 is a schematic diagram of an embodiment of a method for compressing a management log according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the following embodiments of the present invention are described in further detail with reference to the accompanying drawings.
It should be noted that all expressions using "first" and "second" in the embodiments of the present invention are used for distinguishing two entities with the same name but different names or different parameters, and it should be noted that "first" and "second" are merely for convenience of description and should not be construed as limitations of the embodiments of the present invention, and they are not described in any more detail in the following embodiments.
In view of the above object, a first aspect of the embodiments of the present invention proposes an embodiment of a method for compressing a management log. Fig. 1 is a schematic diagram illustrating an embodiment of a method for compressing a management log according to the present invention. As shown in fig. 1, an embodiment of the present invention includes the steps of:
s1, collecting heat data of the cluster management software from the user;
s2, judging according to the collected heat data, and judging the log generated by the cluster management software reaching the preset heat as a hot log;
s3, and configuring different management policies for the hot log.
In this embodiment, the log is an event record generated during the operation of the network device, the system, the service program, and the like, and each row of the log records descriptions of related operations such as date, time, user, and action, including an operation log, a warning log, an internal program log, and the like.
The hot degree data refers to that the data which needs to be frequently operated and accessed by the nodes and the data which needs to be infrequently operated and accessed are defined as different hot degrees. For example, the frequency of operations performed by the user is high, the page dwell time is long, and the like. And on the contrary, if the frequency of the operation performed by the user is low, the page staying time is short, and the like, the cold data is judged.
According to the embodiments of the invention, through the automatic hot data identification module, when a user uses management software to perform functional operation and service access on a storage cluster, the operation frequency and the access heat of the user on the management software are collected, and whether the operation frequency and the access heat are higher than a hot data threshold value is judged so as to achieve the purpose of identifying hot data. An operation log, an alarm log, and an internal program log may be generated during the operation of the thermal data by the user, and the log generated by the corresponding operation may be defined as a log generated by the thermal data and thus defined as a thermal log.
For example, currently, the mainstream storage services include files, blocks, objects, and the like, and if a user has a high frequency of file storage operations or stays in a user query page for a long time, the hot data can be determined, and the generated logs are defined as hot logs.
In some embodiments of the present invention, the module finally transmits the generated hot log to a log management module in the background, and the log management module receives logs of different levels transmitted by a previous module and manages the logs by formulating different management policies. And configuring a management strategy for the hot log based on the determined hot log.
In some embodiments, collecting the hot data of the user to the cluster management software comprises: and acquiring the frequency of the operation executed by the user and the retention time of the accessed page as heat data through a heat data automatic identification module. Judging according to the collected heat data, and judging the log generated by the cluster management software reaching the preset heat as a hot log comprises the following steps: the hot data automatic identification module judges cluster management software with high operation execution frequency and long retention time of an access page of a user as hot data; and judging the log generated by the correlation of the thermal data as a thermal log.
In some embodiments of the present invention, the thermal data automatic identification module performs two functions: the first is to judge the frequency of the user to execute the operation and the dwell time of the accessed page, so as to judge the high operation frequency and the long dwell time of the page as the hot data, and the generated log is defined as the hot log. The second is to transfer the generated logs to the background for subsequent different management of hot and cold logs.
In some embodiments, the method further comprises: and transmitting the generated hot log to a background log management module to manage the hot log. Configuring different management policies for the hot log includes: the log management module configures a management strategy for prolonging the period of the compressed log and prolonging the retention time of the compressed packet for the hot log.
According to some embodiments, the log management module performs essentially the following two functions: the first is to receive the logs of different levels determined by the last module, and the second is to configure the management strategy of the logs of different levels.
In some embodiments, the invention may further use the cold data automatic identification module to collect the operation frequency and the access heat of the user to the management software when the user uses the management software to perform the function operation and the service access to the storage cluster, and judge whether the operation frequency and the access heat are lower than the cold data threshold value to achieve the purpose of identifying the cold data. An operation log, an alarm log, and an internal program log are generated during the operation of cold data by a user, and a log generated by the corresponding operation may be defined as a cold log generated by the cold data, and a log generated thereby may be defined as a cold log. And finally, the module transmits the generated cold log to a log management module at a background, and the log management module receives logs of different levels transmitted by the previous module and manages the logs by formulating different management strategies. And configuring different management strategies for the cold log based on the judged cold log. And acquiring the frequency of the operation executed by the user and the retention time of the accessed page as heat data through a cold data automatic identification module. The cold data automatic identification module judges according to the collected heat data, and judges the data with low frequency of user operation execution and short retention time of the accessed page as cold data; and judging the log generated by correlating the cold data as the cold log. And transmitting the generated cold log to a background log management module to manage the cold log. The log management module configures a management strategy for shortening the period of compressing the log and shortening the retention time of the compressed packets for the cold log.
It should be particularly noted that, the steps in the embodiments of the method for compressing management logs described above can be mutually intersected, replaced, added, or deleted, and therefore, these methods for compressing management logs with reasonable permutation and combination transformation also belong to the scope of the present invention, and the scope of the present invention should not be limited to the embodiments.
In view of the above object, a second aspect of the embodiments of the present invention provides a computer device, including: at least one processor; and a memory storing computer instructions executable on the processor, the instructions being executable by the processor to perform the steps of: s1, collecting heat data of the cluster management software from the user; s2, judging according to the collected heat data, and judging the log generated by the cluster management software reaching the preset heat as a hot log; s3, and configuring different management policies for the hot log.
In some embodiments, collecting the hot data of the user to the cluster management software comprises: and acquiring the frequency of the operation executed by the user and the retention time of the accessed page as heat data through a heat data automatic identification module.
In some embodiments, the determining according to the collected heat data, and the determining the log generated by the cluster management software reaching the predetermined heat as the hot log comprises: cluster management software with high frequency of user execution operation and long retention time of page access is judged as hot data through a hot data automatic identification module; and judging the log generated by the correlation of the thermal data as a thermal log.
In some embodiments, the steps further comprise: transmitting the generated hot log to a background log management module to manage the hot log; the log management module configures a management strategy for prolonging the period of the compressed log and prolonging the retention time of the compressed packet for the hot log.
The invention also provides a computer readable storage medium storing a computer program which, when executed by a processor, performs the method as above.
Finally, it should be noted that, as one of ordinary skill in the art can appreciate that all or part of the processes of the methods of the above embodiments can be implemented by a computer program to instruct related hardware, and the program of the method for compressing a management log can be stored in a computer readable storage medium, and when executed, the program can include the processes of the embodiments of the methods as described above. The storage medium of the program may be a magnetic disk, an optical disk, a Read Only Memory (ROM), a Random Access Memory (RAM), or the like. The embodiments of the computer program may achieve the same or similar effects as any of the above-described method embodiments.
Furthermore, the methods disclosed according to embodiments of the present invention may also be implemented as a computer program executed by a processor, which may be stored in a computer-readable storage medium. Which when executed by a processor performs the above-described functions defined in the methods disclosed in embodiments of the invention.
Further, the above method steps and system elements may also be implemented using a controller and a computer readable storage medium for storing a computer program for causing the controller to implement the functions of the above steps or elements.
Further, it should be appreciated that the computer-readable storage media (e.g., memory) herein can be either volatile memory or nonvolatile memory, or can include both volatile and nonvolatile memory. By way of example, and not limitation, nonvolatile memory can include Read Only Memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM), which can act as external cache memory. By way of example and not limitation, RAM is available in a variety of forms such as synchronous RAM (DRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), and Direct Rambus RAM (DRRAM). The storage devices of the disclosed aspects are intended to comprise, without being limited to, these and other suitable types of memory.
Those of skill would further appreciate that the various illustrative logical blocks, modules, circuits, and algorithm steps described in connection with the disclosure herein may be implemented as electronic hardware, computer software, or combinations of both. To clearly illustrate this interchangeability of hardware and software, various illustrative components, blocks, modules, circuits, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented as software or hardware depends upon the particular application and design constraints imposed on the overall system. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the disclosed embodiments of the present invention.
The various illustrative logical blocks, modules, and circuits described in connection with the disclosure herein may be implemented or performed with the following components designed to perform the functions herein: a general purpose processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination of these components. A general purpose processor may be a microprocessor, but in the alternative, the processor may be any conventional processor, controller, microcontroller, or state machine. A processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP, and/or any other such configuration.
The steps of a method or algorithm described in connection with the disclosure herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art. An exemplary storage medium is coupled to the processor such the processor can read information from, and write information to, the storage medium. In the alternative, the storage medium may be integral to the processor. The processor and the storage medium may reside in an ASIC. The ASIC may reside in a user terminal. In the alternative, the processor and the storage medium may reside as discrete components in a user terminal.
In one or more exemplary designs, the functions may be implemented in hardware, software, firmware, or any combination thereof. If implemented in software, the functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium. Computer-readable media includes both computer storage media and communication media including any medium that facilitates transfer of a computer program from one place to another. A storage media may be any available media that can be accessed by a general purpose or special purpose computer. By way of example, and not limitation, such computer-readable media can comprise RAM, ROM, EEPROM, CD-ROM or other optical disk storage, magnetic disk storage or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a general-purpose or special-purpose computer, or a general-purpose or special-purpose processor. Also, any connection is properly termed a computer-readable medium. For example, if the software is transmitted from a website, server, or other remote source using a coaxial cable, fiber optic cable, twisted pair, Digital Subscriber Line (DSL), or wireless technologies such as infrared, radio, and microwave, then the coaxial cable, fiber optic cable, twisted pair, DSL, or wireless technologies such as infrared, radio, and microwave are included in the definition of medium. Disk and disc, as used herein, includes Compact Disc (CD), laser disc, optical disc, Digital Versatile Disc (DVD), floppy disk, blu-ray disc where disks usually reproduce data magnetically, while discs reproduce data optically with lasers. Combinations of the above should also be included within the scope of computer-readable media.
The foregoing is an exemplary embodiment of the present disclosure, but it should be noted that various changes and modifications could be made herein without departing from the scope of the present disclosure as defined by the appended claims. The functions, steps and/or actions of the method claims in accordance with the disclosed embodiments described herein need not be performed in any particular order. Furthermore, although elements of the disclosed embodiments of the invention may be described or claimed in the singular, the plural is contemplated unless limitation to the singular is explicitly stated.
It should be understood that, as used herein, the singular forms "a", "an" and "the" are intended to include the plural forms as well, unless the context clearly supports the exception. It should also be understood that "and/or" as used herein is meant to include any and all possible combinations of one or more of the associated listed items.
The numbers of the embodiments disclosed in the embodiments of the present invention are merely for description, and do not represent the merits of the embodiments.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, and the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
Those of ordinary skill in the art will understand that: the discussion of any embodiment above is meant to be exemplary only, and is not intended to intimate that the scope of the disclosure, including the claims, of embodiments of the invention is limited to these examples; within the idea of an embodiment of the invention, also technical features in the above embodiment or in different embodiments may be combined and there are many other variations of the different aspects of the embodiments of the invention as described above, which are not provided in detail for the sake of brevity. Therefore, any omissions, modifications, substitutions, improvements, and the like that may be made without departing from the spirit and principles of the embodiments of the present invention are intended to be included within the scope of the embodiments of the present invention.
Claims (10)
1. A method of compressing a management log, comprising the steps of:
collecting heat data of a user on cluster management software;
judging according to the collected heat data, and judging the logs generated by the cluster management software reaching the preset heat as hot logs; and
configuring different management policies for the hot log.
2. The method of claim 1, wherein collecting user heat data for cluster management software comprises:
and acquiring the frequency of executing operation by a user and the retention time of visiting a page as the heat data through a heat data automatic identification module.
3. The method of claim 1, wherein determining from the collected heat data that logs generated by cluster management software reaching a predetermined heat are determined to be hot logs comprises:
cluster management software with high frequency of user execution operation and long retention time of page access is judged as hot data through a hot data automatic identification module;
and judging the log generated by the correlation of the thermal data as a thermal log.
4. The method of claim 1, further comprising:
and transmitting the generated hot log to a background log management module to manage the hot log.
5. The method of claim 1, wherein configuring different management policies for the thermal log comprises:
and the log management module receives the judged hot log and configures a management strategy for prolonging the period of the compressed log and prolonging the retention time of the compressed packet for the hot log.
6. A computer device, comprising:
at least one processor; and
a memory storing computer instructions executable on the processor, the instructions when executed by the processor implementing the steps of:
collecting heat data of a user on cluster management software;
judging according to the collected heat data, and judging the logs generated by the cluster management software reaching the preset heat as hot logs; and
configuring different management policies for the hot log.
7. The computer device of claim 6, wherein collecting user heat data for cluster management software comprises:
and acquiring the frequency of executing operation by a user and the retention time of visiting a page as the heat data through a heat data automatic identification module.
8. The computer device of claim 6, wherein determining from the collected heat data that logs generated by cluster management software reaching a predetermined heat are determined to be hot logs comprises:
cluster management software with high operation execution frequency and long retention time of the accessed page is judged as hot data according to the collected hot data by a hot data automatic identification module;
and judging the log generated by the correlation of the thermal data as a thermal log.
9. The computer device of claim 6, wherein the steps further comprise:
transmitting the generated hot log to a background log management module to manage the hot log;
and the log management module configures a management strategy for prolonging the period of the compressed log and prolonging the retention time of the compressed packet for the hot log.
10. A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the steps of the method according to any one of claims 1 to 5.
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| CN201910969904.8A CN111090625A (en) | 2019-10-12 | 2019-10-12 | Method, device and medium for compressing management log |
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| CN201910969904.8A CN111090625A (en) | 2019-10-12 | 2019-10-12 | Method, device and medium for compressing management log |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111104381A (en) * | 2019-11-30 | 2020-05-05 | 北京浪潮数据技术有限公司 | Log management method, device and equipment and computer readable storage medium |
| CN114221988A (en) * | 2021-11-03 | 2022-03-22 | 新浪网技术(中国)有限公司 | Content distribution network hotspot analysis method and system |
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2019
- 2019-10-12 CN CN201910969904.8A patent/CN111090625A/en not_active Withdrawn
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111104381A (en) * | 2019-11-30 | 2020-05-05 | 北京浪潮数据技术有限公司 | Log management method, device and equipment and computer readable storage medium |
| CN114221988A (en) * | 2021-11-03 | 2022-03-22 | 新浪网技术(中国)有限公司 | Content distribution network hotspot analysis method and system |
| CN114221988B (en) * | 2021-11-03 | 2024-05-03 | 新浪技术（中国）有限公司 | Content distribution network hotspot analysis method and system |
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