CN106294345B - The treating method and apparatus of the log content of application program - Google Patents

The treating method and apparatus of the log content of application program Download PDF

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Publication number
CN106294345B
CN106294345B CN201510242241.1A CN201510242241A CN106294345B CN 106294345 B CN106294345 B CN 106294345B CN 201510242241 A CN201510242241 A CN 201510242241A CN 106294345 B CN106294345 B CN 106294345B
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event
log content
log
client
server
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CN106294345A (en
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李玮
金龙飞
张世梁
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Alibaba Group Holding Ltd
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Alibaba Group Holding Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/903Querying
    • G06F16/9038Presentation of query results

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  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Computational Linguistics (AREA)
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  • General Physics & Mathematics (AREA)
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Abstract

The application proposes a kind for the treatment of method and apparatus of the log content of application program, the processing method of the log content of the application program includes obtaining log content, the log content includes that at least one can correlating event, each can correlating event include at least one event, each event includes at least one journal entry, and each event is corresponding with every message in application program;Store the log content.This method can be suitable for the log content processing under mobile context.

Description

The treating method and apparatus of the log content of application program
Technical field
This application involves data analysis technique field more particularly to a kind of processing method of the log content of application program and Device.
Background technique
Application program (App) the investigation problem of mobile context is mainly positioned by log, but log investigation is asked in practice There are great complexity for topic.Take the mobile phone as an example, the log of application program of mobile phone be dispersed in cell phone end, server-side it is several On heterogeneous distributing system, and the link requested every time is very long, and the distinctive downstream message push of mobile applications is also different from The link of the single upstream request of conventional personal computer (Personal Computer, PC) Internet era;Mobile context is also Consider the equilibrium of flow and electricity.
For this reason, it may be necessary to consider the log processing mode suitable for mobile context.
Summary of the invention
The application is intended to solve at least some of the technical problems in related technologies.
For this purpose, the purpose of the application is to propose a kind of processing method of the log content of application program, this method It can be adapted for the log content processing under mobile context.
Further object is to propose a kind of processing unit of the log content of application program.
In order to achieve the above objectives, the processing side of the log content for the application program that the application first aspect embodiment proposes Method, comprising: obtain log content, the log content include at least one can correlating event, each can correlating event include extremely A few event, each event includes at least one journal entry, and each event is corresponding with every message in application program;Storage The log content.
The processing method of the log content for the application program that the application first aspect embodiment proposes, log content use day Will item-event-can correlating event three layer model, upstream message can be corresponded to, downstream message can also be corresponded to, and can correspond to Multiple messages, therefore it is suitable for mobile context.
In order to achieve the above objectives, the processing dress of the log content for the application program that the application second aspect embodiment proposes Set, comprising: log collection module, for obtaining log content, the log content include at least one can correlating event, each Can correlating event include at least one event, each event includes at least one journal entry, in each event and application program Every message is corresponding;Log memory module, for storing the log content.
The processing unit of the log content for the application program that the application second aspect embodiment proposes, log content use day Will item-event-can correlating event three layer model, upstream message can be corresponded to, downstream message can also be corresponded to, and can correspond to Multiple messages, therefore it is suitable for mobile context.
The additional aspect of the application and advantage will be set forth in part in the description, and will partially become from the following description It obtains obviously, or recognized by the practice of the application.
Detailed description of the invention
The application is above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments Obviously and it is readily appreciated that, in which:
Fig. 1 is the flow diagram of the processing method of the log content for the application program that one embodiment of the application proposes;
Fig. 2 is the schematic diagram that log content is obtained in the embodiment of the present application;
Fig. 3 is the flow diagram of the processing method of the log content for the application program that another embodiment of the application proposes;
Fig. 4 is the schematic diagram of Query Location problem in the embodiment of the present application;
Fig. 5 is the structural schematic diagram of the processing unit of the log content for the application program that another embodiment of the application proposes;
Fig. 6 is the structural schematic diagram of the processing unit of the log content for the application program that another embodiment of the application proposes.
Specific embodiment
Embodiments herein is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end Same or similar label indicates same or similar module or module with the same or similar functions.Below with reference to attached The embodiment of figure description is exemplary, and is only used for explaining the application, and should not be understood as the limitation to the application.On the contrary, this The embodiment of application includes all changes fallen within the scope of the spiritual and intension of attached claims, modification and is equal Object.
Fig. 1 is the flow diagram of the processing method of the log content for the application program that one embodiment of the application proposes, should Method includes:
S11: obtain log content, the log content include at least one can correlating event, each can correlating event packet At least one event is included, each event includes at least one journal entry, the corresponding thing of every message in the application program Part.
In the prior art, log content is directly made of journal entry, and each journal entry corresponds to one of application program Upstream message.
Therefore, upstream message can only be handled in the prior art, and mobile context usually requires processing downstream message.
In addition, can only handle single message in the prior art, and mobile context usually requires a plurality of upstream message and more Downstream message.
It, can correlating event three layer model using journal entry-event-, wherein event can act for this purpose, in the present embodiment Part ID mark, can correlating event can with can correlating event ID mark, an event can be associated with one or more journal entries, One can correlating event can be associated with one or more events, the log content of each journal entry record single.
Event corresponds to a piece of news in application program, this message can be upstream message or downstream message.With A with For the application program of B chat, it is assumed that A sends a piece of news to B, and message needs are sent to server by A first, then by taking Business device issues B, then it is an event that A, which is sent to the message of server, and the message that server is sent to B is also a thing Part.
Can correlating event can be configured according to specific business demand, for example, the message that A is sent to server is corresponding Event be event _ 1, the corresponding event of message that server is sent to B is event _ 2, when B is replied message to A, it is assumed that this When B to be sent to the corresponding event of message of server be event _ 3, it is event _ 4 that server, which is sent to the corresponding event of A, then may be used With setting can correlating event _ 1 include event _ 1 and event _ 2, can correlating event _ 2 include event _ 3 and event _ 4, alternatively, can also With setting can correlating event _ 1 include event _ 1, event _ 2, event _ 3 and event _ 4.
Each journal entry may include: timestamp, User ID, the contents such as content item.
In the prior art, log content is only obtained from server-side, and in the present embodiment, it is not limited to server-side, may be used also To obtain log content from client.
Specifically, interface module can be arranged in server-side and/or client, log processing equipment can be from interface mould The log content that server-side or client locally save is obtained in block.Server-side and/or client can be supported using itself Language local log content is stored in the interface module of itself.For example, server-side is using Java, C++, python etc. The log content of server-side is stored in the interface module of server-side by language, and IOS client will using language such as object c The log content of IOS client is stored in the interface module of IOS client, and android client will using language such as java The log content of android client is stored in the interface module of android client.
When server-side and/or client are after the log content of itself is stored in interface module, log processing equipment can be with From obtaining corresponding log content in the interface module of server-side and/or client.
Referring to fig. 2, log processing equipment 21 can obtain day from server-side 22 or client 23 in different ways Will content.
Specifically, may include: from client acquisition log content
It sends and instructs to the client;
The log content that the client is sent is received, the log content is that the client is receiving described instruction It sends afterwards.
When client is specifically mobile terminal, due to also needing to consider that flow and electric quantity balancing etc. are asked under mobile context Therefore topic can obtain log content in the log content for needing to obtain client by the way of instruction triggers, reduce stream Amount and electricity expense.
It on the other hand, can be by the way of collecting automatically when obtaining log content from server-side.Automatically the mode collected Refer to: after log processing equipment establishes connection with server-side, server-side actively sends out the log content of itself according to predetermined period Give log processing equipment.
Further, generally, for an application program, in server-side there are multiple related applications, from When server-side obtains log content, the log content of available current application program can also obtain related application Log content.Optionally, the event includes client event corresponding with the message of server-side interaction, and the interaction disappears Event id is carried in breath, and digit of the event id in client process is less than the digit in server-side processing, and The server-side carries out digit mapping, to be associated with the event id of the not isotopic number of the same event.
For example, it is assumed that client sends message to server-side, event id is carried in the message that client is sent, the event id It can be specifically 8 Universally Unique Identifiers (Universally Unique Identifier, UUID), server-side connects Enter after layer receives 8 UUID, can be mapped, be mapped as 16 UUID, server-side is based on 16 subsequent The UUID of position is handled.Specific mapping ruler can also be preset.
S12: the log content is stored.
Specifically, log processing equipment may include log collection module and log memory module, log collection module is adopted After obtaining log content in fashion described above, log content is stored according to preset format to log memory module, log storage mould Block can be specifically cloud storage module.
For example, according to event id, User ID, can correlating event ID etc. carry out the formatting of multiple dimensions and summarize, and deposit It stores up in the open architecture data service (Open Table Service, OTS) of cloud storage.
Referring to Fig. 3, in another embodiment, the processing method of the log content of the application program can also include:
S13: show that query interface, the query interface include: business customizing inquiry and directly inquiry.
In the prior art, it can only directly be inquired, for example, user inputs the User ID to be inquired in query interface, The corresponding journal entry of the User ID is showed into user after system queries, since ordinary user can not understand containing for journal entry Justice, it is therefore desirable to could orientation problem after professional's manual analysis.
And in the present embodiment, it referring to fig. 4, can not only carry out directly inquiring 41, business customizing inquiry 42 can also be carried out.
Unlike directly inquiry, when business customizing is inquired, system demonstration to user's is obtained to basis inquiry Journal entry is analyzed, and the analysis shown with visual pattern is as a result, to user-friendly.
S14: the query information that user inputs in the query interface is received, and basis is carried out according to the query information Inquiry obtains basic query result.
For example, can show input interface after user's click-to-call service custom-built query, user can input in input interface and want The information of inquiry, the information to be inquired be, for example, can correlating event ID, event id etc., alternatively, can also be specific event name Claim, such as user A is sent to the message of user B.
Referring to fig. 4, whether business customizing is inquired, or is directly inquired, and underlying basis inquiry can be called using journey Sequence interface (Application Programming Interface, API) 43 can be with by calling underlying basis to inquire API Log content 44 corresponding with query information is obtained, for example, when query information is event id, it is available to be closed to the event id Each journal entry of connection.
S15: when user selects business customizing inquiry, the basic query result is analyzed, analysis result is obtained.
When directly inquiring, each journal entry inquired can be returned into user.Since ordinary user is difficult to know day The meaning that will item shows, therefore for orientation problem, it is also necessary to the participation of professional.
In the present embodiment, business customizing inquiry can be provided, the log in business customizing inquiry, in log processing equipment Analysis module can also analyze the journal entry inquired, obtain analysis result.
Specific analysis rule can be preset according to the difference of business.By taking A sends chat message to B as an example, often It can recorde the sending time of a piece of news, receiving time, size in a journal entry, if send the information such as successfully, pass through this A little available analyses of information according to certain exception information in hair message process in link as a result, for example, can directly be diagnosed to be It whether is access server failure.
S16: the analysis result is shown with visual pattern.
Wherein, visual pattern refer to for user be it is intuitive readable, by taking A sends message to B as an example, visual point Analysis result may include: the transmission situation of every message, reception condition, the details such as read states.
Visual pattern is specifically including but not limited to: curve form, graphic form etc..
By the analysis of displaying as a result, ordinary user can also intuitively obtain testing result, and analyze result and may be used also For analyzing user behavior etc..
It is, of course, understood that above-mentioned visualization result is a kind of example, user can be according to actual business Preset the content that visual analysis result includes.
In the present embodiment, log content using journal entry-event-can correlating event three layer model, uplink can be corresponded to and disappeared Breath, can also correspond to downstream message, and can correspond to multiple messages, therefore be suitable for mobile context.In addition, the present embodiment is not Only log content can be obtained in server-side, log content can also be obtained in mobile terminal, thus the abundant log content obtained, Improve positioning problems accuracy;And triggering mode is used when obtaining the log content of mobile terminal, to reduce the stream of mobile terminal Amount and electricity expense;And the lesser event id of digit is used in mobile terminal, traffic overhead can also be reduced.In addition, this implementation Business customizing inquiry may be implemented in example, can show visualization result when business customizing is inquired to user, raising is readable, is promoted User experience.Therefore, the present embodiment is highly suitable for the processing of the log content of mobile applications, is not required to very important person in analysis To participate in, analysis efficiency can be improved, and there is scalability and ease for use.
Fig. 5 is the structural schematic diagram of the processing unit of the log content for the application program that another embodiment of the application proposes, The device can specifically refer to the log processing equipment in embodiment of the method, which includes: log collection module 51 and day Will memory module 52.
Log collection module 51, for obtaining log content, the log content include at least one can correlating event, often It is a can correlating event include at least one event, each event includes at least one journal entry, in each event and application program Every message it is corresponding;
In the prior art, log content is directly made of journal entry, and each journal entry corresponds to one of application program Upstream message.
Therefore, upstream message can only be handled in the prior art, and mobile context usually requires processing downstream message.
In addition, can only handle single message in the prior art, and mobile context usually requires a plurality of upstream message and more Downstream message.
It, can correlating event three layer model using journal entry-event-, wherein event can act for this purpose, in the present embodiment Part ID mark, can correlating event can with can correlating event ID mark, an event can be associated with one or more journal entries, One can correlating event can be associated with one or more events, the log content of each journal entry record single.
Event corresponds to a piece of news in application program, this message can be upstream message or downstream message.With A with For the application program of B chat, it is assumed that A sends a piece of news to B, and message needs are sent to server by A first, then by taking Business device issues B, then it is an event that A, which is sent to the message of server, and the message that server is sent to B is also a thing Part.
Can correlating event can be configured according to specific business demand, for example, the message that A is sent to server is corresponding Event be event _ 1, the corresponding event of message that server is sent to B is event _ 2, when B is replied message to A, it is assumed that this When B to be sent to the corresponding event of message of server be event _ 3, it is event _ 4 that server, which is sent to the corresponding event of A, then may be used With setting can correlating event _ 1 include event _ 1 and event _ 2, can correlating event _ 2 include event _ 3 and event _ 4, alternatively, can also With setting can correlating event _ 1 include event _ 1, event _ 2, event _ 3 and event _ 4.
Each journal entry may include: timestamp, User ID, the contents such as content item.
In the prior art, log content is only obtained from server-side, and in the present embodiment, it is not limited to server-side, may be used also To obtain log content from client.
Optionally, the log collection module 51 is specifically used for:
Log content: client, server-side is obtained from least one in following item.
Specifically, interface module can be arranged in server-side and/or client, log processing equipment can be from interface mould The log content that server-side or client locally save is obtained in block.Server-side and/or client can be supported using itself Language local log content is stored in the interface module of itself.For example, server-side is using Java, C++, python etc. The log content of server-side is stored in the interface module of server-side by language, and IOS client will using language such as object c The log content of IOS client is stored in the interface module of IOS client, and android client will using language such as java The log content of android client is stored in the interface module of android client.
When server-side and/or client are after the log content of itself is stored in interface module, log processing equipment can be with From obtaining corresponding log content in the interface module of server-side and/or client.
Referring to fig. 2, log processing equipment 21 can obtain day from server-side 22 or client 23 in different ways Will content.
Optionally, the log collection module 51 is used to obtain log content from client, comprising:
It sends and instructs to the client;
The log content that the client is sent is received, the log content is that the client is receiving described instruction It sends afterwards.
When client is specifically mobile terminal, due to also needing to consider that flow and electric quantity balancing etc. are asked under mobile context Therefore topic can obtain log content in the log content for needing to obtain client by the way of instruction triggers, reduce stream Amount and electricity expense.
It on the other hand, can be by the way of collecting automatically when obtaining log content from server-side.Automatically the mode collected Refer to: after log processing equipment establishes connection with server-side, server-side actively sends out the log content of itself according to predetermined period Give log processing equipment.
Further, generally, for an application program, in server-side there are multiple related applications, from When server-side obtains log content, the log content of available current application program can also obtain related application Log content.
Optionally, the event includes client event corresponding with the message of server-side interaction, the message of the interaction Middle carrying event id, and digit of the event id in client process is less than the digit in server-side processing, Yi Jisuo It states server-side and carries out digit mapping, to be associated with the event id of the not isotopic number of the same event.
For example, it is assumed that client sends message to server-side, event id is carried in the message that client is sent, the event id It can be specifically 8 Universally Unique Identifiers (Universally Unique Identifier, UUID), server-side connects Enter after layer receives 8 UUID, can be mapped, be mapped as 16 UUID, server-side is based on 16 subsequent The UUID of position is handled.Specific mapping ruler can also be preset.
Log memory module 52, for storing the log content.
After log collection module obtains log content using aforesaid way, log content is stored according to preset format to day Will memory module, log memory module can be specifically cloud storage module.
For example, according to event id, User ID, can correlating event ID etc. carry out the formatting of multiple dimensions and summarize, and deposit It stores up in the open architecture data service (Open Table Service, OTS) of cloud storage.
Referring to Fig. 6, the device 50 further include:
Input module 53, for showing that query interface, the query interface include: business customizing inquiry and directly inquiry;
In the prior art, it can only directly be inquired, for example, user inputs the User ID to be inquired in query interface, The corresponding journal entry of the User ID is showed into user after system queries, since ordinary user can not understand containing for journal entry Justice, it is therefore desirable to could orientation problem after professional's manual analysis.
And in the present embodiment, it referring to fig. 4, can not only carry out directly inquiring 41, business customizing inquiry 42 can also be carried out.
Unlike directly inquiry, when business customizing is inquired, system demonstration to user's is obtained to basis inquiry Journal entry is analyzed, and the analysis shown with visual pattern is as a result, to user-friendly.
Enquiry module 54, the query information inputted in the query interface for receiving user, and according to the inquiry Information carries out basis inquiry and obtains basic query result;
For example, can show input interface after user's click-to-call service custom-built query, user can input in input interface and want The information of inquiry, the information to be inquired be, for example, can correlating event ID, event id etc., alternatively, can also be specific event name Claim, such as user A is sent to the message of user B.
Referring to fig. 4, whether business customizing is inquired, or is directly inquired, and underlying basis inquiry can be called using journey Sequence interface (Application Programming Interface, API) 43 can be with by calling underlying basis to inquire API Log content 44 corresponding with query information is obtained, for example, when query information is event id, it is available to be closed to the event id Each journal entry of connection.
Log analysis module 55, for dividing the basic query result when user selects business customizing inquiry Analysis obtains analysis result;
When directly inquiring, each journal entry inquired can be returned into user.Since ordinary user is difficult to know day The meaning that will item shows, therefore for orientation problem, it is also necessary to the participation of professional.
In the present embodiment, business customizing inquiry can be provided, the log in business customizing inquiry, in log processing equipment Analysis module can also analyze the journal entry inquired, obtain analysis result.
Specific analysis rule can be preset according to the difference of business.By taking A sends chat message to B as an example, often It can recorde the sending time of a piece of news, receiving time, size in a journal entry, if send the information such as successfully, pass through this A little available analyses of information according to certain exception information in hair message process in link as a result, for example, can directly be diagnosed to be It whether is access server failure.
Display module 56, for showing the analysis result with visual pattern.
Wherein, visual pattern refer to for user be it is intuitive readable, by taking A sends message to B as an example, visual point Analysis result may include: the transmission situation of every message, reception condition, the details such as read states.
Visual pattern is specifically including but not limited to: curve form, graphic form etc..
By the analysis of displaying as a result, ordinary user can also intuitively obtain testing result, and analyze result and may be used also For analyzing user behavior etc..
It is, of course, understood that above-mentioned visualization result is a kind of example, user can be according to actual business Preset the content that visual analysis result includes.
In the present embodiment, log content using journal entry-event-can correlating event three layer model, uplink can be corresponded to and disappeared Breath, can also correspond to downstream message, and can correspond to multiple messages, therefore be suitable for mobile context.In addition, the present embodiment is not Only log content can be obtained in server-side, log content can also be obtained in mobile terminal, thus the abundant log content obtained, Improve positioning problems accuracy;And triggering mode is used when obtaining the log content of mobile terminal, to reduce the stream of mobile terminal Amount and electricity expense;And the lesser event id of digit is used in mobile terminal, traffic overhead can also be reduced.In addition, this implementation Business customizing inquiry may be implemented in example, can show visualization result when business customizing is inquired to user, raising is readable, is promoted User experience.Therefore, the present embodiment is highly suitable for the analysis of the log content of mobile applications, and analysis effect can be improved Rate, and there is scalability and ease for use.
It should be noted that term " first ", " second " etc. are used for description purposes only in the description of the present application, without It can be interpreted as indication or suggestion relative importance.In addition, in the description of the present application, unless otherwise indicated, the meaning of " multiple " Refer at least two.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion Point, and the range of the preferred embodiment of the application includes other realization, wherein can not press shown or discussed suitable Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, Lai Zhihang function, this should be by the application Embodiment person of ordinary skill in the field understood.
It should be appreciated that each section of the application can be realized with hardware, software, firmware or their combination.Above-mentioned In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, can integrate in a processing module in each functional unit in each embodiment of the application It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example Point is contained at least one embodiment or example of the application.In the present specification, schematic expression of the above terms are not Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any One or more embodiment or examples in can be combined in any suitable manner.
Although embodiments herein has been shown and described above, it is to be understood that above-described embodiment is example Property, it should not be understood as the limitation to the application, those skilled in the art within the scope of application can be to above-mentioned Embodiment is changed, modifies, replacement and variant.

Claims (8)

1. a kind of processing method of the log content of application program characterized by comprising
Obtain log content, the log content include at least one can correlating event, each can correlating event include at least one A event, each event include at least one journal entry, and each event is corresponding with every message in application program;The event Including client event corresponding with the message of server-side interaction, event id, and the event are carried in the message of the interaction Digit of the ID in client process is less than digit and server-side progress digit mapping in server-side processing, with It is associated with the event id of the not isotopic number of the same event;
Store the log content.
2. the method according to claim 1, wherein the acquisition log content, comprising:
Log content: client, server-side is obtained from least one in following item.
3. according to the method described in claim 2, it is characterized in that, obtaining log content from client, comprising:
It sends and instructs to the client;
The log content that the client is sent is received, the log content is that the client is sent out after receiving described instruction It send.
4. method according to claim 1-3, which is characterized in that further include:
Show that query interface, the query interface include: business customizing inquiry and directly inquiry;
The query information that user inputs in the query interface is received, and basis inquiry is carried out according to the query information and is obtained Basic query result;
When user selects business customizing inquiry, the basic query result is analyzed, analysis result is obtained;
The analysis result is shown with visual pattern.
5. a kind of processing unit of the log content of application program characterized by comprising
Log collection module, for obtaining log content, the log content include at least one can correlating event, can each close Connection event includes at least one event, and each event includes at least one journal entry, and every in each event and application program Message is corresponding;The event includes client event corresponding with the message of server-side interaction, is carried in the message of the interaction Event id, and digit of the event id in client process is less than the digit and the service in server-side processing End carries out digit mapping, to be associated with the event id of the not isotopic number of the same event;
Log memory module, for storing the log content.
6. device according to claim 5, which is characterized in that the log collection module is specifically used for:
Log content: client, server-side is obtained from least one in following item.
7. device according to claim 6, which is characterized in that the log collection module is used to obtain log from client Content, comprising:
It sends and instructs to the client;
The log content that the client is sent is received, the log content is that the client is sent out after receiving described instruction It send.
8. according to the described in any item devices of claim 5-7, which is characterized in that further include:
Input module, for showing that query interface, the query interface include: business customizing inquiry and directly inquiry;
Enquiry module, the query information inputted in the query interface for receiving user, and according to the query information into The inquiry of row basis obtains basic query result;
Log analysis module, for analyzing the basic query result, obtaining when user selects business customizing inquiry Analyze result;
Display module, for showing the analysis result with visual pattern.
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