CN105991339B - A kind of alarm root localization method and device - Google Patents

A kind of alarm root localization method and device Download PDF

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Publication number
CN105991339B
CN105991339B CN201510098532.8A CN201510098532A CN105991339B CN 105991339 B CN105991339 B CN 105991339B CN 201510098532 A CN201510098532 A CN 201510098532A CN 105991339 B CN105991339 B CN 105991339B
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module
access link
alarm
item
markd
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CN105991339A (en
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杨波
聂鑫
梁定安
黄兆鹏
霍特
曹凤龙
陶凛然
赵子青
黄伟俊
黄浩宇
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Tencent Technology Shenzhen Co Ltd
Tencent Cloud Computing Beijing Co Ltd
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Tencent Technology Shenzhen Co Ltd
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Abstract

This application discloses a kind of alarm root localization methods and device, method to be:Transfer each access link that module to be measured is participated in, wherein every access link includes module to be measured and at least one other module, for each access link, the module that alarm occurred in preset time period before current time is marked, according to the quantity for the markd module of band that each access link is included, and the distribution with markd module in access link, weight calculation is carried out to each access link, so that user chooses access link according to weight size, and alarm detection and localization is carried out to the markd module of band in the access link of selection.The application calculates the weight of each access link according to quantity and the distribution situation of tape label module, the bigger access link of weight includes that the possibility of alarm root source module is bigger, user can choose access link according to weight size, considerably increase the hit rate of alarm root source module.

Description

A kind of alarm root localization method and device
Technical field
This application involves alarm field of locating technology, more specifically to a kind of alarm root localization method and device.
Background technology
Access link can be formed by carrying out data access in Web frameworks, between disparate modules, and in certain time period certain One module probably simultaneously participates in a plurality of access link.During data access, a certain module, which goes wrong, to be made Certain several module in the access link participated at it go wrong, to cause alarm.
Existing alarm localization method is to be directed to the participated in each access link of alarm module, is opened from alarm module Begin, downwards each module of test access chain road step by step, until detecting root cause problems module.Citing is such as:Alarm Module web takes part in access link A:web->logic->Db and access link B:web->logic->cr.Assuming that alarm mould Block web is caused by cr modules.The prior art can recall access link A and access link B, first to access link A It is detected:According to the warning content of web modules or daily record, caused by whether inquiry is logic modules, when determination is It will continue to check whether caused by db modules after caused by logic modules, caused by determining non-db modules and then to visiting Ask that link B is detected:According to the warning content of web modules or daily record, caused by whether inquiry is logic modules, when true Surely it is that will continue to check whether caused by cr modules after logic modules are caused, it is final to determine that cr modules are alarm root.
Obviously, existing alarm localization method needs in the indiscriminate each access link participated in alarm module Each module is gradually detected, and alarm root can not be quickly located.
Invention content
In view of this, this application provides a kind of alarm root localization method and device, for solving existing alarm positioning Method can not quickly position the problem of alarm root.
To achieve the goals above, it is proposed that scheme it is as follows:
A kind of alarm root localization method, including:
Transfer each access link that module to be measured is participated in, every access link include the module to be measured and At least one other module;
For access link described in each, the mould of alarm will occur in the preset time period before current time Block is marked;
It is being visited according to the quantity for the markd module of band that access link is included described in each item and with markd module It asks the distributing position in link, weight calculation is carried out to access link described in each item, is chosen with weight for reference and accesses chain Road, and alarm detection and localization is carried out to the module of the tape label in the access link of selection.
A kind of alarm root positioning device, including:
Access link transfers unit, each access link participated in for transferring module to be measured, every access chain Road includes the module to be measured and at least one other module;
Module marks unit, for being directed to access link described in each, by the preset time before current time The module that alarm occurred in section is marked;
Weight calculation unit, for the quantity and band according to the markd module of band that access link is included described in each item Distributing position of the markd module in access link carries out weight calculation to access link described in each item, so that user joins It examines weight and chooses access link, and alarm detection and localization is carried out to the module of the tape label in the access link of selection.
It can be seen from the above technical scheme that alarm root localization method provided by the embodiments of the present application, is transferred to be measured Each access link that module is participated in, wherein every access link includes module to be measured and at least one other module, then For each access link, the module that alarm occurred in the preset time period before current time is marked, According to the quantity for the markd module of band that each access link is included, and with markd module in access link Distributing position carries out weight calculation to each access link, so that user chooses access link according to the size of weighted value, and Alarm detection and localization is carried out to the markd module of band in the access link of selection.The present processes, according to tape label mould The quantity and distribution situation of block and the weight for calculating each access link, the bigger access link of weight include alarm root source module Possibility it is bigger, user can according to weight size choose access link, considerably increase the hit rate of alarm root source module, Improve working efficiency.
Further, it for the access link of selection, can select wherein to carry out alarm positioning inspection with markd module It surveys, the process being detected to the module of those not tape labels (namely not alerted in preset time period) is omitted, further It improves work efficiency.
Description of the drawings
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this The embodiment of application for those of ordinary skill in the art without creative efforts, can also basis The attached drawing of offer obtains other attached drawings.
Fig. 1 is a kind of alarm root localization method flow chart disclosed in the embodiment of the present application;
Fig. 2 is a kind of method flow diagram that alarm module is marked disclosed in the embodiment of the present application;
Fig. 3 is a kind of history alarm information fragment storage schematic diagram disclosed in the embodiment of the present application;
Fig. 4 is a kind of method flow diagram calculating access link weight disclosed in the embodiment of the present application;
Fig. 5 is another alarm root localization method flow chart disclosed in the embodiment of the present application;
Fig. 6 is a kind of exemplary access link schematic diagram of sequencing display of the embodiment of the present application;
Fig. 7 is a kind of alarm root positioning device structure schematic diagram disclosed in the embodiment of the present application;
Fig. 8 is the hardware architecture diagram of server disclosed in the embodiment of the present application.
Specific implementation mode
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete Site preparation describes, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.It is based on Embodiment in the application, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall in the protection scope of this application.
Referring to Fig. 1, Fig. 1 is a kind of alarm root localization method flow chart disclosed in the embodiment of the present application.
As shown in Figure 1, this method includes:
Step S100, each access link that module to be measured is participated in is transferred, every access link includes described waits for Survey module and at least one other module;
Specifically, it to the alarm root of one module to be measured of detection, needs to transfer each item that the module to be measured is participated in Access link.Access link is the access relation chain that same module does not repeat, such as modules A->Module B->Module C Represent the further access modules C of modules A access modules B, module B.The access link transferred in this step includes module to be measured, And at least one other module namely access link includes at least other modules in addition to module to be measured.
It should be noted that for each access link that module to be measured is participated in, it can be real-time update and store, Can also be when transferring the access link that module to be measured is participated in, temporary query and assemble.In view of module to be measured is joined With access link change very little, we can with one day (or other time) be the period, transfer module to be measured every time and joined With each access link when, only the access link that the module to be measured counted in a upper period is participated in need to be transferred.
Step S110, it is directed to access link described in each, will be occurred in the preset time period before current time The module for crossing alarm is marked;
Specifically, for each module in each access link transferred, it is thus necessary to determine that it is when apart from current Whether alarm occurred in preset time before quarter, in case of mistake, then the module was marked.
It should be noted that for each module in access link, it is each provided with alarm function.Such as web modules, We can test whether cgi works normally by writing the test case of cgi, and then whether detection web modules are normal, if not It is normal then control web modules alarm.Other modules also provide similar alarm function.Module alert when can exist it is a variety of not With alarm type, the method for the present embodiment supports existing 24 kinds of alarm types of industry and expansible other types of Alarm.
Step S120, according to the quantity for the markd module of band that access link is included described in each item and with markd Distributing position of the module in access link carries out weight calculation to access link described in each item.
Specifically, by carrying out weight calculation to each access link, it may be determined that the weighted value of each access link, it should Weighted value represents the possibility that corresponding access link includes alarm root source module, and weighted value is bigger, including alarm root source module Possibility it is higher.The weight of each access link can choose the reference of access link as user, and user can be to choosing Access link in the module of tape label carry out alarm detection and localization.
When it is implemented, user can the great access link of right to choose first, in the access link with markd Module carries out alarm detection and localization, if alarm root is not detected, chooses access chain according to weight size successively Road, and alarm root source detection and localization is carried out, until determining alarm root source module.
Alarm root localization method provided by the embodiments of the present application transfers each access link that module to be measured is participated in, Wherein every access link includes module to be measured and at least one other module, each access link is then directed to, by distance The module that alarm occurred in preset time period before current time is marked, the band for being included according to each access link The quantity of markd module, and the distributing position with markd module in access link, to each access link into Row weight calculation, so that user chooses access link according to the size of weighted value, and to carrying in the access link of selection The module of label carries out alarm detection and localization.The present processes are calculated according to quantity and the distribution situation of tape label module The weight of each access link, the bigger access link of weight include that the possibility of alarm root source module is bigger, and user can be by Access link is chosen according to weight size, the hit rate of alarm root source module is considerably increased, improves working efficiency.
Further, it for the access link of selection, can select wherein to carry out alarm positioning inspection with markd module It surveys, the process being detected to the module of those not tape labels (namely not alerted in preset time period) is omitted, further It improves work efficiency.
Referring to Fig. 2, Fig. 2 is a kind of method flow diagram that alarm module is marked disclosed in the embodiment of the present application.
As shown in Fig. 2, the process of above-mentioned steps S110 specifically includes:
Step S200, several modules that access link described in each is included are determined;
Specifically, for each access link, need by it includes all modules determine, such as access chain Road:Modules A->Module B->Module C, determine it includes module have:Modules A, module B and module C.
Step S210, the history alarm information of each module is obtained;
Specifically, the history alarm information of modules can obtain temporarily, can also be to prestore simultaneously in real time It is newer.For the history alarm information of each module, can be stored in the form of alarm time window respectively.As shown in figure 3, I The warning information of module can be stored according to time window fragment, storage in each time window with 5min for a time window Module is located at the warning information occurred in this time, and alarm type may include existing 24 kinds of alarm types.Theoretically For, it can be with all history alarm information of memory module.And if it is considered that memory influence, can choose each module of storage most Nearly one day warning information.
Certainly, above-mentioned time window size can need and sets itself according to user.
Step S220, modules are directed to, judge it before current time using corresponding history alarm information Whether alarm occurred in preset time period, if so, thening follow the steps S230;
Step S230, the module is marked.
It is to be understood that it is only a kind of optional reality that the above-mentioned form according to time window, which stores history alarm information also, Mode is applied, other storage modes in addition to this can also be used, to this application without limiting.
Optionally, when the module for occurring to alert in the preset time period before current time of adjusting the distance is marked, The specific mode that mark color may be used is marked.That is, for determine occurred alarm module, using unified color into Rower color, for example, by using red by the module into rower color.
By using mark color mode, can more convenient subsequent browsing of user, directly will occur alarm mould Block is shown to user.
Certainly, it is only a kind of preferably mode that module marks are carried out by the way of marking color also, in addition to this can be with Using other mark modes, such as the font of module will be modified, or render etc. other sides on module periphery Formula.
Referring to Fig. 4, Fig. 4 is a kind of method flow diagram calculating access link weight disclosed in the embodiment of the present application.
As shown in figure 4, the process of above-mentioned steps S120 may include:
Step S400, according to the quantity for the markd module of band that access link is included described in each item, each item institute is determined State the first weighted value of access link;
Specifically, since the quantity of the markd module of the band for including in access link is more, the access link packet is represented The possibility of the root containing alarm is bigger, therefore, can set the comprising the access link more than the quantity with markd module One weighted value is larger.For example, access link 1 is A->Module B->Module C, wherein only module B is with label;Access link 2 For A->Module B->Module D, wherein module B and module D carry label.Thus, the first weighted value for setting access link 1 is small In the first weighted value of access link 2.
Step S410, according to the mould for being included comprising the most label sublink of module number in access link described in each item The quantity of block determines the second weighted value of access link described in each item;
It needs exist for explaining, the concepts of our defined label sublinks is in access link only by with markd mould Unlabelled module is not present in the sublink of block composition, namely label sublink.Citing is such as:Access link:A->Module B-> Module C->Module D->Module E, wherein only module B, module D and module E are with label.Then according to above-mentioned label sublink Definition, module B are a label sublink, module D->Module E is a label sublink.
After label sublink is determined, need further exist for determining in access link comprising maximum label of module number The quantity for the module that link is included.It still uses for above-mentioned example, the module number difference that two label sublinks are included For 1 and 2, it is determined that the quantity for the module for being included comprising the maximum label sublink of module number in access link is 2.
For the ease of subsequent statement, we define in access link and are wrapped comprising the maximum label sublink of module number The quantity of the module contained is destination number.Then determine that the process of the second weighted value of each access link can according to destination number Think:
The destination number that access link includes is more, then means that possibility of this access link comprising alarm root is bigger, Therefore the second weighted value for setting the access link is bigger.
Step S420, the addition result of the first weighted value of access link described in each item and the second weighted value is determined as pair Answer the final weight value of access link.
S400, S410 determine the first and second weighted values of each access link through the above steps, and then by each item First and second weighted values of access link are added, and are as a result the final weight value of corresponding access link.The final weight value Represent the possibility size that access link includes alarm root.
Certainly, the process of above-mentioned determining access link final weight, the quantity for the tape label module for including by access link To access link, whether the influence comprising alarm root is considered as on an equal basis with destination number, namely thinks the first weighted value and the second power Weight values status residing in final weight value is identical.It is understood that if we determined that the first weighted value and the second power Influence of the weight values to final weight value is different, then can determine final weight value in the following manner:
F=k1f1+k2f2
Wherein, F represents the final weight value of access link, and f1 and f2 respectively represent the first weighted value and the second weighted value, K1 and k2 meets k1+k2=1, and k1 is not equal to k2, works as k1>When k2, the influence for representing the first weighted value is more than the second weighted value;When k1<When k2, the influence for representing the first weighted value is less than the second weighted value.
Further, the process of above-mentioned determining access link final weight value only only accounts for tape label module in access link The influence to access link final weight value of quantity and destination number, in addition to this can also increase other influence factors, example The quantity for such as considering access link end tape label module increases third weighted value in the final weight value of access link.It lifts For example, access link 1 is:1-0-0-1-0-1-1, access link 2 are:1-0-0-0-1-1-1, wherein 1 represents mark module, 0 Represent unmarked module.Since continuously there are 3 mark modules in the end of access link 2, and the end of access link 1 is only continuous 2 mark modules, therefore the third weighted value that access link 1 can be arranged is less than the third weighted value of the 2nd access link.
It is another alarm root localization method flow chart disclosed in the embodiment of the present application referring to Fig. 5, Fig. 5.In conjunction with Fig. 1 and Fig. 5 is it is found that this method can also include:
Step S500, the access link is ranked up according to the sequence of weight from large to small, and according to clooating sequence The access link is shown to user.
According to the weight size for each access link for calculating gained, each access link is ranked up successively, weight Big access link comes front end.Access link after sequence is shown to user.As shown in fig. 6, Fig. 6 is the application exemplary one The access link schematic diagram of kind sequencing display.In Fig. 6, we are marked alarm module with shading.User can select first It selects link 1 and carries out alarm detection, when detecting from the tip forward of access link, alarm positioning inspection is carried out to mark module one by one It surveys.
Alarm root positioning device provided by the embodiments of the present application is described below, alarm root described below is fixed Position device can correspond reference with above-described alarm root localization method.
Referring to Fig. 7, Fig. 7 is a kind of alarm root positioning device structure schematic diagram disclosed in the embodiment of the present application.
As shown in fig. 7, device includes:
Access link transfers unit 71, each access link participated in for transferring module to be measured, every access Link includes the module to be measured and at least one other module;
Module marks unit 72, for for access link described in each, when by default before current time Between the module of alarm occurred in section be marked;
Weight calculation unit 73, for according to the quantity of the markd module of band that access link is included described in each item and Distributing position with markd module in access link carries out weight calculation, for user to access link described in each item Access link is chosen with reference to weight, and alarm detection and localization is carried out to the module of the tape label in the access link of selection.
Optionally, when the module for occurring to alert in the preset time period before current time of adjusting the distance is marked, The specific mode that mark color may be used is marked.
Optionally, module marks unit 72 disclosed in the embodiment of the present application may include:
Module determination unit, several modules for being included for determining access link described in each;
Warning information acquiring unit, the history alarm information for obtaining each module;
Alert judging unit, for be directed to modules, using corresponding history alarm information judge its apart from it is current when Whether alarm occurred in preset time period before quarter, if so, the module is marked.
Optionally, weight calculation unit 73 disclosed in the embodiment of the present application may include:
First computation subunit, for the quantity according to the markd module of band that access link is included described in each item, Determine the first weighted value of access link described in each item;
Second computation subunit, for according to including the most label sublink of module number in access link described in each item Including module quantity, determine the second weighted value of access link described in each item, the label sublink is only by carrying mark The module of note forms;
Third computation subunit, for the first weighted value of access link described in each item and the second weighted value to be added knot Fruit is determined as the final weight value of corresponding access link.
Optionally, the disclosed alarm root positioning device of the embodiment of the present application can also include:
Sequencing display unit, for being ranked up to the access link according to the sequence of weight from large to small, and according to Clooating sequence shows the access link to user.
Alarm root positioning device provided by the embodiments of the present application transfers each access link that module to be measured is participated in, Wherein every access link includes module to be measured and at least one other module, each access link is then directed to, by distance The module that alarm occurred in preset time period before current time is marked, the band for being included according to each access link The quantity of markd module, and the distributing position with markd module in access link, to each access link into Row weight calculation, so that user chooses access link according to the size of weighted value, and to carrying in the access link of selection The module of label carries out alarm detection and localization.The device of the application is calculated according to quantity and the distribution situation of tape label module The weight of each access link, the bigger access link of weight include that the possibility of alarm root source module is bigger, and user can be by Access link is chosen according to weight size, the hit rate of alarm root source module is considerably increased, improves working efficiency.
Further, it for the access link of selection, can select wherein to carry out alarm positioning inspection with markd module It surveys, the process being detected to the module of those not tape labels (namely not alerted in preset time period) is omitted, further It improves work efficiency.
The embodiment of the present application also provides a kind of server, which can carry out alarm detection and localization, such as smart mobile phone, Tablet computer, laptop, processor etc.;The server may include alarm root positioning device described above, for The description of alarm root positioning device can refer to corresponding part description above, and details are not described herein again.
The hardware configuration of server provided by the embodiments of the present application is described below, be described below involved in alarm root The part of source localization method can refer to corresponding part description above.Fig. 8 is the hardware knot of server provided by the embodiments of the present application Structure schematic diagram, with reference to Fig. 8, which may include:
Processor 1, communication interface 2, memory 3, communication bus 4 and display screen 5;
Wherein processor 1, communication interface 2, memory 3 and display screen 5 complete mutual communication by communication bus 4;
Optionally, communication interface 2 can be the interface of communication module, such as the interface of gsm module;
Processor 1, for executing program;
Memory 3, for storing program;
Program may include program code, and said program code includes the operational order of processor.
Processor 1 may be a central processor CPU or specific integrated circuit ASIC (Application Specific Integrated Circuit), or be arranged to implement the integrated electricity of one or more of the embodiment of the present application Road.
Memory 3 may include high-speed RAM memory, it is also possible to further include nonvolatile memory (non-volatile Memory), a for example, at least magnetic disk storage.
Wherein, program can be specifically used for:
Transfer each access link that module to be measured is participated in, every access link include the module to be measured and At least one other module;
For access link described in each, the mould of alarm will occur in the preset time period before current time Block is marked;
It is being visited according to the quantity for the markd module of band that access link is included described in each item and with markd module It asks the distributing position in link, weight calculation is carried out to access link described in each item, is chosen with weight for reference and accesses chain Road, and alarm detection and localization is carried out to the module of the tape label in the access link of selection.
Finally, it is to be noted that, herein, relational terms such as first and second and the like be used merely to by One entity or operation are distinguished with another entity or operation, without necessarily requiring or implying these entities or operation Between there are any actual relationship or orders.Moreover, the terms "include", "comprise" or its any other variant meaning Covering non-exclusive inclusion, so that the process, method, article or equipment including a series of elements includes not only that A little elements, but also include other elements that are not explicitly listed, or further include for this process, method, article or The intrinsic element of equipment.In the absence of more restrictions, the element limited by sentence "including a ...", is not arranged Except there is also other identical elements in the process, method, article or apparatus that includes the element.
Each embodiment is described by the way of progressive in this specification, the highlights of each of the examples are with other The difference of embodiment, just to refer each other for identical similar portion between each embodiment.
The foregoing description of the disclosed embodiments enables professional and technical personnel in the field to realize or use the application. Various modifications to these embodiments will be apparent to those skilled in the art, as defined herein General Principle can in other embodiments be realized in the case where not departing from spirit herein or range.Therefore, the application It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one The widest range caused.

Claims (10)

1. a kind of alarm root localization method, which is characterized in that including:
Transfer each access link that module to be measured is participated in, every access link includes the module to be measured and at least One other module;
For access link described in each, will occur in the preset time period before current time the module of alarm into Line flag;
Chain is being accessed according to the quantity for the markd module of band that access link is included described in each item and with markd module Distributing position in road carries out weight calculation to access link described in each item, and access link is chosen with weight for reference, and Alarm detection and localization is carried out to the module of the tape label in the access link of selection.
It, will be apart from working as 2. according to the method described in claim 1, it is characterized in that, described for access link described in each The module that alarm occurred in preset time period before the preceding moment is marked, specially:
Determine all modules that access link described in each is included;
Obtain the history alarm information of each module;
For modules, judge that it is in the preset time period before current time using corresponding history alarm information It is no that alarm occurred, if so, the module is marked.
3. according to the method described in claim 1, it is characterized in that, being sent out in preset time period before current time of adjusting the distance The module of alarm was given birth to when being marked, was specifically marked by the way of marking color.
4. according to claim 1-3 any one of them methods, which is characterized in that described to be wrapped according to access link described in each item The quantity of the markd module of band contained and the distributing position with markd module in access link, to being accessed described in each item Link carries out weight calculation, specially:
According to the quantity for the markd module of band that access link is included described in each item, of access link described in each article is determined One weighted value;
According to the quantity in access link described in each item including the module that the most label sublink of module number is included, determine Second weighted value of access link described in each item, the label sublink with markd module only by forming;
First weighted value of access link described in each item is determined as corresponding access link with the addition result of the second weighted value Final weight value.
5. according to the method described in claim 1, it is characterized in that, further including:
The access link is ranked up according to the sequence of weight from large to small, and described in showing to user according to clooating sequence Access link.
6. a kind of alarm root positioning device, which is characterized in that including:
Access link transfers unit, each access link participated in for transferring module to be measured, the every access link packet Include the module to be measured and at least one other module;
Module marks unit will be in the preset time period before current time for being directed to access link described in each The module that alarm occurred is marked;
Weight calculation unit, for according to the quantity of the markd module of band that access link is included described in each item and with mark Distributing position of the module of note in access link carries out weight calculation, with power for reference to access link described in each item Gravity treatment takes access link, and carries out alarm detection and localization to the module of the tape label in the access link of selection.
7. device according to claim 6, which is characterized in that the module marks unit includes:
Module determination unit, all modules for being included for determining access link described in each;
Warning information acquiring unit, the history alarm information for obtaining each module;
Alert judging unit, for be directed to modules, using corresponding history alarm information judge its apart from current time it Whether alarm occurred in preceding preset time period, if so, the module is marked.
8. device according to claim 6, which is characterized in that the module marks unit is before current time of adjusting the distance Preset time period in alarm occurred module when being marked, be specifically marked by the way of marking color.
9. according to claim 6-8 any one of them devices, which is characterized in that the weight calculation unit includes:
First computation subunit is determined for the quantity according to the markd module of band that access link is included described in each item First weighted value of access link described in each item;
Second computation subunit, for being wrapped comprising the most label sublink of module number according in access link described in each item The quantity of the module contained determines the second weighted value of access link described in each item, and the label sublink is only by with markd Module forms;
Third computation subunit, for the addition result of the first weighted value and the second weighted value of access link described in each item is true It is set to the final weight value of corresponding access link.
10. device according to claim 6, which is characterized in that further include:
Sequencing display unit, for being ranked up to the access link according to the sequence of weight from large to small, and according to sequence Sequence shows the access link to user.
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CN110166264B (en) * 2018-02-11 2022-03-08 北京三快在线科技有限公司 Fault positioning method and device and electronic equipment
CN110661660B (en) * 2019-09-25 2021-09-10 北京宝兰德软件股份有限公司 Alarm information root analysis method and device
CN117112371B (en) * 2023-10-25 2024-01-26 杭银消费金融股份有限公司 Observable full-link log tracking method and system

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