CN107544894A - The method, apparatus and server of a kind of log processing - Google Patents

The method, apparatus and server of a kind of log processing Download PDF

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Publication number
CN107544894A
CN107544894A CN201610463674.4A CN201610463674A CN107544894A CN 107544894 A CN107544894 A CN 107544894A CN 201610463674 A CN201610463674 A CN 201610463674A CN 107544894 A CN107544894 A CN 107544894A
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log
information
description information
data message
daily record
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CN107544894B (en
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高丽红
郑纪伟
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ZTE Corp
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ZTE Corp
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Abstract

The invention provides a kind of method, apparatus of log processing and server, it is related to the communications field, solves the problems, such as rapidity, accuracy and integrality that existing log processing mode can not take into account log recording simultaneously, this method includes:Determine various log informations set in advance, different searching marks is distributed for different log informations, wherein, every log information includes description information and data message, the description information is used to describe a parameter, and the data message is used for value and the daily record track for representing the parameter;The first log information generated in equipment running process is obtained, extracts the first data message and the first description information in first log information, and determine the first searching mark corresponding to first description information;First data message and first searching mark are stored as a log recording.The solution of the present invention has fundamentally simplified log content, ensure that the rapidity, accuracy and integrality of log recording.

Description

The method, apparatus and server of a kind of log processing
Technical field
The present invention relates to the communications field, the method, apparatus and server of more particularly to a kind of log processing.
Background technology
Running log information is recorded, both it will be seen that the running situation of equipment, can also be used as when equipment occurs abnormal The important references analyzed failure.Especially for large-scale, the complicated equipment such as base station, the content of daily record is more detailed, note The time of record is more long more is advantageous to analysis to machine operation.But due to the limitation of device memory, the storage of daily record Capacity is all limited.
The log recording duration not enough or in order to take into account limits of both log recording time and daily record memory capacity System, only in key position ability log, it frequently can lead to when being analyzed by daily record machine operation information not It is enough comprehensive, it is impossible to understand Abnormality Analysis.The particularly failure of some probability of happening very littles, reproduction failure often expend Substantial amounts of human and material resources and build time of environment etc..
It is existing on log collection and processing technology in, mainly have three class processing methods:The first is by merging weight Multiple log recording, and the method for updating this log recording time reduces log recording;Second to log recording by carrying out The mode of the book of final entry, different log informations is recorded under different service conditions;Mounting one is independent in addition for the third Storage device specially deposits log recording, to expand daily record memory capacity.In these methods, the first and second method can not Ensure the integrality of log recording, it is possible to which crucial abnormal daily record, which is newly recorded, to be covered or key log does not record Arrive;The third method can ensure the integrality of daily record, but certainly will increase the record of daily record using the storage device of mounting Journey takes.
The content of the invention
The technical problem to be solved in the present invention is to provide a kind of method, apparatus of log processing and server, solves existing Log processing mode can not take into account the problem of rapidity, accuracy and integrality of log recording simultaneously in technology.
In order to solve the above technical problems, embodiments of the invention provide a kind of method of log processing, including:
Various log informations set in advance are determined, different searching marks is distributed for different log informations, wherein, often Bar log information includes description information and data message, and the description information is used to describe a parameter, and the data message is used In the value and daily record track that represent the parameter;
The first log information generated in equipment running process is obtained, extracts the first data in first log information Information and the first description information, and determine the first searching mark corresponding to first description information;
First data message and first searching mark are stored as a log recording.
Wherein, it is described to be deposited first data message and first searching mark as a log recording After storage, methods described also includes:
Log recording is extracted, obtains the second data message and the second searching mark in the log recording;
According to second searching mark, the second description information corresponding to retrieval;
According to second data message and second description information, shown after being reduced to daily record.
Wherein, described the step of different searching marks are distributed for different log informations, includes:
The line number of the numbering and daily record of file hereof according to where daily record is different for different log information distribution Searching mark.
Wherein, described to be distributed for different log informations after different searching marks, methods described also includes:
The a plurality of description information of description content identical is merged, obtains a merging description information;
According to searching mark corresponding to a plurality of description information difference before merging, for the inspection of merging description information distribution one Rope identifies, and searching mark and the retrieval mark for merging description information corresponding to a plurality of description information difference established before merging Corresponding relation between knowledge.
Wherein, it is described to obtain the first log information generated in equipment running process, extract in first log information The first data message and the first description information, and after determining the first searching mark corresponding to first description information, institute Stating method also includes:
Generation time, class information, record position information and/or the type information for extracting first log information are gone forward side by side Row storage.
In order to solve the above technical problems, embodiments of the invention also provide a kind of device of log processing, including:
First distribute module is different for different log information distribution for determining various log informations set in advance Searching mark, wherein, every log information includes description information and data message, and the description information is used to describe a ginseng Number, the data message are used for value and the daily record track for representing the parameter;
First extraction module, for obtaining the first log information generated in equipment running process, extract described first day The first data message and the first description information in will information, and determine the first retrieval mark corresponding to first description information Know;
First memory module, for first data message and first searching mark to be remembered as a daily record Record is stored.
Wherein, described device also includes:
Second extraction module, for extracting log recording, obtain the second data message in the log recording and Two searching marks;
Retrieve module, for according to second searching mark, the second description information corresponding to retrieval;
Recovery module, for according to second data message and second description information, after being reduced to daily record Display.
Wherein, first distribute module includes:
Allocation unit, the line number of numbering and daily record hereof for the file according to where daily record, is different days Will information distributes different searching marks.
Wherein, described device also includes:
Merging module, for a plurality of description information of description content identical to be merged, obtain one and merge description letter Breath;
Second distribute module, it is the conjunction for the searching mark according to corresponding to a plurality of description information difference before merging And description information distributes a searching mark, and searching mark and the conjunction corresponding to a plurality of description information difference established before merging And the corresponding relation between the searching mark of description information.
Wherein, described device also includes:
Second memory module, for extracting generation time of first log information, class information, record position information And/or type information and stored.
In order to solve the above technical problems, embodiments of the invention also provide a kind of server, including:As above described in any one Log processing device.
The above-mentioned technical proposal of the present invention has the beneficial effect that:
The method of the log processing of the embodiment of the present invention, it is first determined various log informations set in advance, be different Log information distributes different searching marks, wherein, every log information includes description information and data message, description information For describing a parameter, data message is used for value and the daily record track for representing parameter;Obtain what is generated in equipment running process After first log information, the first data message and the first description information in the first log information are extracted, and determines the first description First searching mark corresponding to information;Finally the first data message and the first searching mark are carried out as a log recording Storage.So, by the way that the description information of daily record and data message are separated, do not recorded for day in equipment running process The readable description information of will, a recording data information, drastically reduce the area the duplicate contents in daily record.It is smart in this way Letter log content;The time-consuming of daily record storing process is shortened, improves storage efficiency;The daily record added in the confined space is deposited Capacity is stored up, ensure that the feasibility of non-volatile recording;And reduce the information content for aiming at equipment room transmission day;So that log recording Rapidity, accuracy and integrality be ensured, improve the service upper limit of business, improve service quality.Solve The problem of in the prior art log processing mode can not take into account the rapidity, accuracy and integrality of log recording simultaneously.
Brief description of the drawings
Fig. 1 is the method flow diagram of log processing of the present invention;
Fig. 2 is the flow chart of the method daily record separation and acquisition phase of log processing of the present invention;
Fig. 3 is method daily record synthesis and the flow chart in display stage of log processing of the present invention;
Fig. 4 is the structural representation of the device of log processing of the present invention.
Embodiment
To make the technical problem to be solved in the present invention, technical scheme and advantage clearer, below in conjunction with accompanying drawing and tool Body embodiment is described in detail.
In order that those skilled in the art are better understood from the present invention, the description sayed in the embodiment of the present invention is believed first Breath and data message illustrate.
The effect of daily record is that equipment running process is recorded, it is desirable to which daily record possesses readability, it is understood that and knowing Not, so two parts content would generally be included in log recording:For describing a parameter, log recording content being illustrated Description information and for recording the parameter value of Run-time scenario and the data message of daily record track at that time.The description information of daily record exists Program would not change after determining, but the data message for recording running status at that time can change every time.And In order to ensure readability, description information occupies most contents of log information.
For the These characteristics of daily record, in order to efficiently utilize limited daily record memory space, the daily record of the embodiment of the present invention The method of processing, the description information of log content and data message are separated, a record data in equipment running process Information, so as to ensure the rapidity of log recording, accuracy and integrality.
Shown in reference picture 1, the method for the log processing of the embodiment of the present invention, including:
Step 101, various log informations set in advance are determined, different retrieval marks is distributed for different log informations Know, wherein, every log information includes description information and data message, and the description information is used to describe a parameter, described Data message is used for value and the daily record track for representing the parameter.
Here, unified daily record output interface can be called when needing log information, can in version manufacturing process, The log information for calling daily record output interface is searched, and different searching marks is distributed for different log informations, believes daily record The data message and description information of breath carry upper same searching mark.
Further, the description information of all carrying searching marks can be stored in standby in searching database.
Step 102, the first log information generated in equipment running process is obtained, is extracted in first log information First data message and the first description information, and determine the first searching mark corresponding to first description information.
Here, in equipment running process, the data message for calling daily record output interface record current operating conditions is carried Take out, and find corresponding searching mark.
Step 103, first data message and first searching mark are deposited as a log recording Storage.
Here, a data storage information and corresponding searching mark, have simplified log recording content.
The method of the log processing of the embodiment of the present invention, by the way that the description information of daily record and data message are separated, Do not record the description information readable for daily record in equipment running process, a recording data information, drastically reduce the area day Duplicate contents in will.Log content has been simplified in this way;The time-consuming of daily record storing process is shortened, improves storage Efficiency;The daily record memory capacity in the confined space is added, ensure that the feasibility of non-volatile recording;And reduce and aim at day setting The information content transmitted between standby;So that the rapidity of log recording, accuracy and integrality are ensured, business is improved The upper limit is serviced, improves service quality.The fast of log recording can not be taken into account simultaneously by solving log processing mode in the prior art The problem of speed, accuracy and integrality.
Further, after above-mentioned steps 103, methods described can also include:
Step 104, log recording is extracted, obtains the second data message and the second retrieval mark in the log recording Know.
Here, when needing to check log information, the data message of storage and searching mark are extracted, with to day Will is reduced.
Step 105, according to second searching mark, the second description information corresponding to retrieval.
Here, using searching mark in searching database can quick search to corresponding description information.
Wherein, in order to accelerate to search speed, can be realized by the method for space for time or HASH algorithms etc. to description The quick lookup of information.
Step 106, according to second data message and second description information, shown after being reduced to daily record.
Here, shown again after restoring complete log information according to data message and description information, ensure that day The readability of will.Wherein, daily record display format can be determined according to daily record Review Policies.It can such as be required according to journal displaying by daily record Classification or time segment are shown.
Now, description information and data message are synthesized into complete daily record again when needing show log, ensures daily record note While the rapidity of record, accuracy and integrality, the readability of daily record is also ensure that, makes user can be by log recording Hold and complete related work.
Preferably, in above-mentioned steps 101, described the step of different searching marks are distributed for different log informations, can be with Including:
Step 1011, the line number of the numbering and daily record of file hereof according to where daily record, believes for different daily records Breath distributes different searching marks.
Here, can be directly using the numbering of file where daily record plus the numerical value conduct obtained by the line number of daily record hereof Searching mark, it also can be further abstracted according to the progress of this numerical value and obtain searching mark.It is wherein the distribution of each log information Searching mark is all unique.
Specifically, description information can directly use the complete content of daily record, that is, the form that data message is filled Remain.
, can be according to the filling form extraction reality of data message when running to certain daily record in equipment running process Data message, and the data message of searching mark, current time information and reality is preserved in the lump.Wherein searching mark can be used for Description information corresponding to lookup, temporal information can be used for checking daily record on a time period.
Preferably, it is described to be distributed for different log informations after different searching marks in above-mentioned steps 101, it is described Method can also include:
Step 1001, a plurality of description information of description content identical is merged, obtains a merging description information.
Here, by the way that a plurality of description information of content identical is merged, description information amount of storage, Neng Goujia are reduced Soon to the retrieval rate of description information, so as to improve efficiency of service.
Step 1002, the searching mark according to corresponding to a plurality of description information difference before merging, description letter is merged to be described Breath one searching mark of distribution, and searching mark merges description letter with described corresponding to a plurality of description information difference established before merging Corresponding relation between the searching mark of breath.
Here, the mapping table before and after being merged by foundation between searching mark, ensure that a plurality of description to merging The proper retrieval of information and use.
Now, by the way that content identical description information is merged, description information storage data quantity is reduced, it is especially right In the bigger equipment of recurrence probability, it can effectively accelerate retrieval rate.
Further, after above-mentioned steps 102, methods described can also include:
Step 107, generation time, class information, record position information and/or the type of first log information are extracted Information is simultaneously stored.
Now, by extract generation time of daily record, class information (normal/alarm/mistake), record position information and/ Or type information (running log/Operation Log), facilitate the management to daily record and the control to daily record output display.Specifically may be used Preset the output format of daily record, and the information such as output format output journal rank according to daily record.
By above description as can be seen that the method for the log processing of the embodiment of the present invention may include daily record separation with adopting Collection stage and daily record synthesis and display stage.The specific implementation flow to the two stages is illustrated below separately below.
Shown in reference picture 2, in daily record separation and acquisition phase, the method for the embodiment of the present invention includes:
Step 201, start.
Step 202, the wall scroll log information for calling daily record output interface is obtained.
Step 203, whether in the process of running to judge equipment, if so, then jumping to step 205, otherwise, jump to step 204。
Step 204, the description information in log information is extracted, and searching mark is distributed for log information, inspection will be carried The description information storage of rope mark is standby into searching database, jumps to step 207 afterwards.
Here, it is before equipment operation, in version manufacturing process, obtains the daily record for calling daily record output interface, pass through This step can be that different description informations distribute different searching marks.
Step 205, data message, description information and the generation time of daily record are extracted, and determines to examine corresponding to description information Rope is identified, and data message, searching mark and generation time are stored as a log recording.
Here, in equipment running process, a recording data information.
Step 206, judge whether equipment operation terminates, if so, then jumping to step 207, otherwise, jump to step 202.
Step 207, terminate.
So far, the separation to daily record and collecting work are completed.
Shown in reference picture 3, synthesized in daily record with showing the stage, the method for the embodiment of the present invention includes:
Step 301, start.
Step 302, wall scroll data message and the corresponding searching mark in log recording are obtained.
Step 303, description information is searched in searching database by searching mark.
Step 304, judge whether to find the description information to match with searching mark, if so, then jumping to step 306, otherwise, jump to step 305.
Step 305, the retrieval information of error is recorded, then branches to step 302.
Step 306, description information and data message are synthesized into complete daily record.
Step 307, judge whether all daily records in log recording all synthesize, if so, step 308 is then jumped to, it is no Then, step 302 is jumped to.
Step 308, show log as requested.
Step 309, terminate.
So far, the synthesis and display work to daily record are completed.
To sum up, the method for the log processing of the embodiment of the present invention, in version manufacturing process, all description informations are extracted Out, and upper searching mark is carried, it is standby is stored in search library;In equipment running process, current operating conditions will be recorded Data message is extracted, and searching mark and temporal information, are stored as log recording in carrying;Needing to check daily record During information, the data message of storage is extracted, and using corresponding to the searching mark inquiry carried in pieces of data information Description information;After finally being reduced according to description information and data message to daily record, journal displaying is carried out according to daily record Review Policies.
The method of the log processing of the embodiment of the present invention, by the way that the description information of daily record and data message are separated, Do not record the description information readable for daily record in equipment running process, a recording data information, drastically reduce the area day Duplicate contents in will.Log content has fundamentally been simplified in this way;The time-consuming of daily record storing process is shortened, is carried Storage efficiency is risen;The daily record memory capacity in the confined space is added, ensure that the feasibility of non-volatile recording;And reduce Day aims at the information content of equipment room transmission;So that the rapidity of log recording, accuracy and integrality are ensured, improve The service upper limit of business, improves service quality.Daily record can not be taken into account simultaneously by solving log processing mode in the prior art The problem of rapidity of record, accuracy and integrality.
Shown in reference picture 4, embodiments of the invention also provide a kind of device of log processing, including:
First distribute module is different for different log information distribution for determining various log informations set in advance Searching mark, wherein, every log information includes description information and data message, and the description information is used to describe a ginseng Number, the data message are used for value and the daily record track for representing the parameter;
First extraction module, for obtaining the first log information generated in equipment running process, extract described first day The first data message and the first description information in will information, and determine the first retrieval mark corresponding to first description information Know;
First memory module, for first data message and first searching mark to be remembered as a daily record Record is stored.
The device of the log processing of the embodiment of the present invention, by the way that the description information of daily record and data message are separated, Do not record the description information readable for daily record in equipment running process, a recording data information, drastically reduce the area day Duplicate contents in will.Log content has fundamentally been simplified in this way;The time-consuming of daily record storing process is shortened, is carried Storage efficiency is risen;The daily record memory capacity in the confined space is added, ensure that the feasibility of non-volatile recording;And reduce Day aims at the information content of equipment room transmission;So that the rapidity of log recording, accuracy and integrality are ensured, improve The service upper limit of business, improves service quality.Daily record can not be taken into account simultaneously by solving log processing mode in the prior art The problem of rapidity of record, accuracy and integrality.
Wherein, the description information of all carrying searching marks can be stored in standby in searching database.
Further, described device can also include:
Second extraction module, for extracting log recording, obtain the second data message in the log recording and Two searching marks;
Retrieve module, for according to second searching mark, the second description information corresponding to retrieval;
Recovery module, for according to second data message and second description information, after being reduced to daily record Display.
Wherein, retrieving module can be completed by the poster processing soft independently of operational outfit.In retrieving, in order to Accelerate to search speed, the quick lookup to description information can be realized by the method for space for time or HASH algorithms etc..
Preferably, first distribute module can include:
Allocation unit, the line number of numbering and daily record hereof for the file according to where daily record, is different days Will information distributes different searching marks.
Preferably, described device can also include:
Merging module, for a plurality of description information of description content identical to be merged, obtain one and merge description letter Breath;
Second distribute module, it is the conjunction for the searching mark according to corresponding to a plurality of description information difference before merging And description information distributes a searching mark, and searching mark and the conjunction corresponding to a plurality of description information difference established before merging And the corresponding relation between the searching mark of description information.
Further, described device can also include:
Second memory module, for extracting generation time of first log information, class information, record position information And/or type information and stored.
The device of the log processing of the embodiment of the present invention, by the way that the description information of daily record and data message are separated, Do not record the description information readable for daily record in equipment running process, a recording data information, drastically reduce the area day Duplicate contents in will.Log content has fundamentally been simplified in this way;The time-consuming of daily record storing process is shortened, is carried Storage efficiency is risen;The daily record memory capacity in the confined space is added, ensure that the feasibility of non-volatile recording;And reduce Day aims at the information content of equipment room transmission;So that the rapidity of log recording, accuracy and integrality are ensured, improve The service upper limit of business, improves service quality.Daily record can not be taken into account simultaneously by solving log processing mode in the prior art The problem of rapidity of record, accuracy and integrality.
It should be noted that the device of the log processing is the device corresponding with the method for above-mentioned log processing, wherein All implementations can also reach same technique effect suitable for the embodiment of the device in above method embodiment.
Because the device of the log processing of the embodiment of the present invention is applied to server, therefore, the embodiment of the present invention also provides A kind of server, including:The device of log processing as described in above-mentioned embodiment.Wherein, the device of above-mentioned log processing Described realize that embodiment suitable for the embodiment of the server, can also reach identical technique effect.The clothes of the present invention Business device such as can be base station equipment.
In various embodiments of the present invention, it should be appreciated that the size of the sequence number of above-mentioned each process is not meant to perform suitable The priority of sequence, the execution sequence of each process should be determined with its function and internal logic, without the implementation of the reply embodiment of the present invention Process forms any restriction.
In the embodiment of the present invention, module can be realized with software, so as to by various types of computing devices.Citing comes Say, the executable code module of a mark can include the one or more physics or logical block of computer instruction, citing For, it can be built as object, process or function.Nevertheless, the executable code of institute's mark module is without physically It is located together, but the different instructions being stored in different positions can be included, is combined together when in these command logics When, it forms module and realizes the regulation purpose of the module.
In fact, executable code module can be the either many bar instructions of individual instructions, and can even be distributed On multiple different code segments, it is distributed among distinct program, and is distributed across multiple memory devices.Similarly, grasp Making data can be identified in module, and can be realized according to any appropriate form and be organized in any appropriate class In the data structure of type.The operation data can be collected as individual data collection, or can be distributed on diverse location (being included in different storage device), and only can be present at least in part as electronic signal in system or network.
When module can be realized using software, it is contemplated that the level of existing hardware technique, it is possible to implemented in software Module, in the case where not considering cost, those skilled in the art can build corresponding to hardware circuit come realize correspondingly Function, the hardware circuit includes conventional ultra-large integrated (VLSI) circuit or gate array and such as logic core The existing semiconductor of piece, transistor etc either other discrete elements.Module can also use programmable hardware device, such as Field programmable gate array, programmable logic array, programmable logic device etc. are realized.
Described above is the preferred embodiment of the present invention, it is noted that for those skilled in the art For, on the premise of principle of the present invention is not departed from, some improvements and modifications can also be made, these improvements and modifications It should be regarded as protection scope of the present invention.

Claims (11)

  1. A kind of 1. method of log processing, it is characterised in that including:
    Various log informations set in advance are determined, different searching marks is distributed for different log informations, wherein, every day Will information includes description information and data message, and the description information is used to describe a parameter, and the data message is used for table Show value and the daily record track of the parameter;
    The first log information generated in equipment running process is obtained, extracts the first data message in first log information With the first description information, and the first searching mark corresponding to first description information is determined;
    First data message and first searching mark are stored as a log recording.
  2. 2. according to the method for claim 1, it is characterised in that it is described by first data message and it is described first examine After rope mark is stored as a log recording, methods described also includes:
    Log recording is extracted, obtains the second data message and the second searching mark in the log recording;
    According to second searching mark, the second description information corresponding to retrieval;
    According to second data message and second description information, shown after being reduced to daily record.
  3. 3. according to the method for claim 1, it is characterised in that described that different retrieval marks is distributed for different log informations The step of knowledge, includes:
    The line number of the numbering and daily record of file hereof according to where daily record, different inspections is distributed for different log informations Rope identifies.
  4. 4. according to the method for claim 1, it is characterised in that described that different retrieval marks is distributed for different log informations After knowledge, methods described also includes:
    The a plurality of description information of description content identical is merged, obtains a merging description information;
    According to searching mark corresponding to a plurality of description information difference before merging, marked for the retrieval of merging description information distribution one Know, and establish merge before a plurality of description information respectively corresponding to searching mark and the searching mark for merging description information it Between corresponding relation.
  5. 5. according to the method for claim 1, it is characterised in that described to obtain the first daily record generated in equipment running process Information, the first data message and the first description information in first log information are extracted, and determine the first description letter After first searching mark corresponding to breath, methods described also includes:
    Extract generation time, class information, record position information and/or the type information of first log information and deposited Storage.
  6. A kind of 6. device of log processing, it is characterised in that including:
    First distribute module, for determining various log informations set in advance, different inspections is distributed for different log informations Rope identifies, wherein, every log information includes description information and data message, and the description information is used to describe a parameter, The data message is used for value and the daily record track for representing the parameter;
    First extraction module, for obtaining the first log information generated in equipment running process, extract the first daily record letter The first data message and the first description information in breath, and determine the first searching mark corresponding to first description information;
    First memory module, for first data message and first searching mark to be entered as a log recording Row storage.
  7. 7. device according to claim 6, it is characterised in that described device also includes:
    Second extraction module, for extracting log recording, obtain the second data message in the log recording and the second inspection Rope identifies;
    Retrieve module, for according to second searching mark, the second description information corresponding to retrieval;
    Recovery module, for according to second data message and second description information, being shown after being reduced to daily record.
  8. 8. device according to claim 6, it is characterised in that first distribute module includes:
    Allocation unit, the line number of numbering and daily record hereof for the file according to where daily record, believes for different daily records Breath distributes different searching marks.
  9. 9. device according to claim 6, it is characterised in that described device also includes:
    Merging module, for a plurality of description information of description content identical to be merged, obtain a merging description information;
    Second distribute module, for the searching mark according to corresponding to a plurality of description information difference before merging, retouched for the merging State information distribute a searching mark, and establish merge before a plurality of description information respectively corresponding searching mark with it is described merge retouch State the corresponding relation between the searching mark of information.
  10. 10. device according to claim 6, it is characterised in that described device also includes:
    Second memory module, for extract generation time of first log information, class information, record position information and/ Or type information and stored.
  11. A kind of 11. server, it is characterised in that including:The device of log processing as described in claim any one of 6-10.
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Cited By (3)

* Cited by examiner, † Cited by third party
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CN108958652A (en) * 2018-06-25 2018-12-07 郑州云海信息技术有限公司 A kind of method, apparatus and computer readable storage medium of record log information
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