CN107103014A - The replay method of history pushed information, device and system - Google Patents
The replay method of history pushed information, device and system Download PDFInfo
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- CN107103014A CN107103014A CN201610887695.9A CN201610887695A CN107103014A CN 107103014 A CN107103014 A CN 107103014A CN 201610887695 A CN201610887695 A CN 201610887695A CN 107103014 A CN107103014 A CN 107103014A
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- daily record
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/18—File system types
- G06F16/1805—Append-only file systems, e.g. using logs or journals to store data
- G06F16/1815—Journaling file systems
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/60—Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
Abstract
The application provides a kind of replay method of history pushed information, device and system.Methods described includes：The push daily record that information transmission system is reported is received, the push daily record is carried：User profile and temporal information；According to default rule, by the push daily record storage into database；The reproduction received for pushed information is asked, and described reappear carries targeted customer and object time in request；According to the targeted customer and the object time, the push daily record of matching is searched in the database；The pagefile that the page is reappeared for loading pushed information is generated according to the push daily record.The application can generate pagefile based on the push daily record inquired, so that browser restores true page when information is pushed, substantially increase the reproduction efficiency of history pushed information, reduce the costs such as system investigation, fault location, business checking.
Description
Technical field
The application is related to Internet technical field, more particularly to a kind of replay method of history pushed information, device and is
System.
Background technology
ISP to user can push various letters by relative application software (Application, APP)
Breath, such as：Push neighbouring trade company, push user's news interested etc..To realize that targetedly information is pushed, service is carried
Different information can be often pushed to different users based on factors such as position, time, user characteristicses for business, and for same
User, difference is also possible in different time points to its information pushed.Due to the uncertainty of pushed information, certain is inquired about for the moment
Carving the information pushed to certain user just becomes particularly difficult.
The content of the invention
In view of this, the application provides a kind of replay method and device of history pushed information.
Specifically, the application is achieved by the following technical solution：
A kind of replay method of history pushed information, methods described includes：
The push daily record that information transmission system is reported is received, the push daily record is carried：User profile and time letter
Breath；
According to default rule, by the push daily record storage into database；
The reproduction received for pushed information is asked, and described reappear carries targeted customer and object time in request；
According to the targeted customer and the object time, the push daily record of matching is searched in the database；
The pagefile that the page is reappeared for loading pushed information is generated according to the push daily record.
A kind of replay method of history pushed information, methods described includes：
The push daily record is sent to by Log Collect System after the push daily record that information transmission system is reported is received
Streaming computing system, the push daily record is carried：User profile and temporal information；
The streaming computing system is according to default rule, by the push daily record storage into database；
The reproduction for pushed information that visualization system receives terminal device transmission is asked, and described reappear is taken in request
Band targeted customer and the object time；
The visualization system searches matching in the database according to the targeted customer and the object time
Push daily record；
The visualization system generates the page text that the page is reappeared for loading pushed information according to the push daily record
Part, and the pagefile is returned into the terminal device；
The terminal device carries out page rendering according to the pagefile, to generate the reproduction page of pushed information.
A kind of reproducer of history pushed information, described device includes：
Daily record receiving unit, receives the push daily record that information transmission system is reported, and the push daily record is carried：User believes
Breath and temporal information；
Log storage unit, according to default rule, by the push daily record storage into database；
Request reception unit, receives the reproduction request for pushed information, and described reappear in request carries targeted customer
And the object time；
Log query unit, according to the targeted customer and the object time, searches matching in the database
Push daily record；
Page reproducing unit, the pagefile that the page is reappeared for loading pushed information is generated according to the push daily record.
A kind of playback system of history pushed information, the system includes：
First subsystem, including the daily record receiving unit；
Second subsystem, including the log storage unit；
3rd subsystem, including the request reception unit, the log query unit and the page reproducing unit.
The push daily record that the application can report information transmission system it can be seen from above description is stored to persistence
Database in, and receive personnel query reproduction ask when, the push daily record of match query, the application in database
The push daily record generation pagefile inquired is also based on, so that browser restores true page when information is pushed,
The reproduction efficiency of history pushed information is substantially increased, the costs such as system investigation, fault location, business checking are reduced.
Brief description of the drawings
Fig. 1 is a kind of flow signal of the replay method of history pushed information shown in the exemplary embodiment of the application one
Figure.
Fig. 2 is a kind of flow signal by push daily record storage to database shown in the exemplary embodiment of the application one
Figure.
Fig. 3 is a kind of group-network construction of the replay method of history pushed information shown in the exemplary embodiment of the application one
Figure.
Fig. 4 is an a kind of structure of reproducer for history pushed information shown in the exemplary embodiment of the application one
Figure.
Fig. 5 is a kind of block diagram of the reproducer of history pushed information shown in the exemplary embodiment of the application one.
Fig. 6 is a kind of block diagram of the playback system of history pushed information shown in the exemplary embodiment of the application one.
Embodiment
Here exemplary embodiment will be illustrated in detail, its example is illustrated in the accompanying drawings.Following description is related to
During accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represent same or analogous key element.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistent with the application.On the contrary, they be only with it is such as appended
The example of the consistent apparatus and method of some aspects be described in detail in claims, the application.
It is the purpose only merely for description specific embodiment in term used in this application, and is not intended to be limiting the application.
" one kind ", " described " and "the" of singulative used in the application and appended claims are also intended to including majority
Form, unless context clearly shows that other implications.It is also understood that term "and/or" used herein refers to and wrapped
It may be combined containing one or more associated any or all of project listed.
It will be appreciated that though various information, but this may be described using term first, second, third, etc. in the application
A little information should not necessarily be limited by these terms.These terms are only used for same type of information being distinguished from each other out.For example, not departing from
In the case of the application scope, the first information can also be referred to as the second information, similarly, and the second information can also be referred to as
One information.Depending on linguistic context, word as used in this " if " can be construed to " ... when " or " when ...
When " or " in response to determining ".
In correlation technique, in the inquiry information that certain moment pushed to certain user in the past, generally require by the exploitation of specialty
First the information of the location response user is pushed personnel in information transmission system (server cluster for providing Information Push Service)
Server, then manual entry, in this station information push server, searches journal file at that time again, and in the day found
Search the related data of the corresponding user in will file, cumbersome positioning, search procedure are time-consuming longer, and search efficiency is too low.
In view of the above-mentioned problems, the application provides a kind of reproduction scheme of history pushed information, can check to quicklook with
The information pushed toward a certain moment to user.The implementation process of the application is described with reference to specific embodiment.
Fig. 1 is a kind of flow signal of the replay method of history pushed information shown in the exemplary embodiment of the application one
Figure.
Fig. 1 is refer to, the replay method of the history pushed information can be applied in information playback platform, described information weight
Existing platform can be a server, or the server cluster being made up of multiple servers, the application does not make spy to this
Different limitation.The replay method for going through push history information may comprise steps of：
Step 101, the push daily record that information transmission system is reported is received, the push daily record is carried：User profile with
And temporal information.
In the present embodiment, information transmission system is usually the server for user's pushed information of service provider's deployment
Cluster.When user's triggering information is pushed, such as：User clicks on the button for checking neighbouring cuisines, user and refreshes news list etc.,
The application software that user uses can be transmitted information recommendation request and arrive described information supplying system, and information transmission system is receiving this
After request, it can determine what is pushed to the user based on the feature of the dimensions such as current point in time, user position, user characteristics
Information, and push daily record is generated, generally carried in the push daily record：User profile, push the time, push scene information,
Content of push etc..The processing of this part may be referred to correlation technique with realization, and this is no longer going to repeat them by the application.
In the present embodiment, the push daily record can be sent to letter by information transmission system after generation pushes daily record
Breath reappears platform.In one example, information transmission system can send the push daily record in real time, i.e. information transmission system can
So that after the push daily record is generated, the push daily record just is sent into information playback platform.In another example, information
Supplying system can also periodically send the push daily record, such as：Can be at daily zero by all push day of the previous day
Will is sent to information playback platform, and the application is not particularly limited to this.
Step 102, according to default rule, by the push daily record storage into database.
In the present embodiment, information playback platform, can after the push daily record that described information supplying system is reported is received
So that the push daily record is stored into database.Wherein, the database can be the magnanimity number dedicated for data storage
According to persistent object system, daily record storage will be pushed into mass data persistent object system, push server physical disk capacity is broken through
Limitation, it can be ensured that the push daily record will not lose.
In the present embodiment, Fig. 2 is refer to, daily record storage will be pushed and be may comprise steps of into database：
Step 1021, user profile and temporal information are extracted from daily record is pushed.
In the present embodiment, user profile and time can be extracted from the push daily record based on the form for pushing daily record
Information.Wherein, the user profile is usually ID, such as：The account name of user.The temporal information is usually that information is pushed away
Recommend the transmission time of request.
Step 1022, row major key is generated according to the user profile and the temporal information.
Based on abovementioned steps 1021, after the user profile and the temporal information is extracted, it can be based on default
Major key create-rule generates the row major key of database, subsequently, can be inquired about based on the row major key pushing daily record.
The major key create-rule can be configured by developer.In one example, can be according to following major key
Create-rule is the push daily record generation row major key：
string.substring(md5(userId),0,4)+',service-digest,'+userId+','+
format2Long(date)
Wherein, substring (md5 (userId), 0,4) represents to carry out md5 (Message Digest to ID
Algorithm 5, Message Digest Algorithm 5) preceding four characters are taken after algorithm.
Service-digest is fixed service identification；
Format2Long (date) is timestamp.
Certainly, in actual applications, can also using other major key create-rules generation row major keys, the application to this not
Make specifically limited.
Step 1023, stored the push daily record as the train value of the row major key into database.
Based on abovementioned steps 1022, after the row major key is generated, corresponding push daily record can be regard as the row master
The train value of key is stored into database.Optionally, first the push daily record can be encoded, then by the push after coding
Daily record is stored into database as the train value of the row major key, such as：It can be pushed away using coding rules such as Base64 to described
Daily record is sent to encode etc..
In a step 102, information playback platform just can arrive the push daily record storage after push daily record is received
In database, the push daily record received can also be stored and arrive database by information playback platform according to the default time cycle
In, the application is not particularly limited to this.
Step 103, the reproduction request for pushed information is received, described reappear carries targeted customer and target in request
Time.
In the present embodiment, when inquiring about the information that certain time point pushes to certain user, personnel query can send push
The reproduction request of information.Specifically, personnel query can be inputted in the query page that information playback platform is provided wants inquiry
Targeted customer and the object time, wherein, the targeted customer is usually ID, the object time can be one when
Between point, or one or more periods.As an example it is assumed that personnel query wants Query Information supplying system in 2016
On September 22, morning 8 in:00:00 information pushed to Zhang San, the then query page that personnel query can be provided in information playback platform
The ID (i.e. targeted customer) of Zhang San, and the morning 8 on the 22nd of September in 2016 are inputted in face:00:00 (object time).
Step 104, according to the targeted customer and the object time, the push day of matching is searched in the database
Will.
Based on abovementioned steps 103, information playback platform receive personnel query initiation reproduction request after, can first from
Described reappear extracts targeted customer and object time in request, be then based on row major key create-rule for the targeted customer and mesh
Corresponding target line major key is generated between timestamp., can be based on the target line major key in number after the target line major key is generated
According to inquiring about corresponding push daily record in storehouse.
Step 105, the pagefile that the page is reappeared for loading pushed information is generated according to the push daily record.
, can be first to the push day after the corresponding push daily record of target line major key is found based on abovementioned steps 104
Will is decoded, then with JavaScript/CSS technologies, can be known based on decoded original push daily record generation browser
Other pagefile, the pagefile generally has specific structure, such as：DOM (Document Object Model, text
Shelves object model) structure etc..
In the present embodiment, browser can load the pagefile, and then render the pushed information reproduction page, by
In the pagefile generated based on push daily record, so the pushed information rendered reappears the page with targeted customer in mesh
The page seen between timestamp by terminals such as mobile phones is identical, realizes the reduction and reproduction of history pushed information.Realized entirely
Cheng Zhong, personnel query inputs targeted customer and after the object time in query page, and information playback platform can be searched pair automatically
The push daily record answered, and pagefile is generated for browser loading, in input targeted customer and target for personnel query
The push page at that time that just can be intuitively seen by browser after time, the technology back of the body for possessing specialty without personnel query
Scape.Subsequent query personnel can carry out the work such as system investigation, fault location according to the page is pushed.
The push daily record that the application can report information transmission system it can be seen from above description is stored to persistence
Database in, and receive personnel query reproduction ask when, the push daily record of match query, the application in database
The push daily record generation pagefile inquired is also based on, so that browser restores true page when information is pushed,
The reproduction efficiency of history pushed information is substantially increased, the costs such as system investigation, fault location, business checking are reduced.
Optionally,, can be by information weight to improve the process performance of information playback platform in the application another example
Existing platform realizes that the process that above-mentioned history pushed information is reappeared is assigned in different systems and performed that each system can be performed only
One or two step of said process, to tackle the push daily record of magnanimity.
In one example, the group-network construction shown in Fig. 3 is refer to, described information, which reappears platform, to be included：Daily record is adopted
Collecting system, streaming computing system, mass data persistent object system and visualization system.Wherein, the Log Collect System, institute
State the server cluster that streaming computing system and the visualization system can constitute for multiple servers.The mass data
Persistent object system can be data-base cluster.
Please continue to refer to Fig. 3, in addition to described information reappears platform, the group-network construction also includes mobile phone, information and pushes letter
Breath and PC.Various APP can be loaded in the mobile phone, so that user realizes different business functions.Below with Alipay money
Be described exemplified by bag, user can be checked by Alipay wallet near businessman and each businessman favor information.It is described
Information transmission system is the server cluster that Alipay service provider disposes, can the position based on user, time, user profile
Etc. feature to user push trade company.The PC is usually the computer that pushed information personnel query is used.
Based on the group-network construction shown in Fig. 3, the replay method of history pushed information may comprise steps of：
Step 301, user sends trade company's recommendation request by Alipay wallet.
In this step, when user clicks on " public praise " button in Alipay wallet, Alipay wallet can send trade company
Recommendation request is to information transmission system.
Step 302, information transmission system is that user recommends trade company.
Based on abovementioned steps 301, information transmission system, can basis after trade company's recommendation request of user's transmission is received
The information such as position, the time of user determine the trade company recommended, and generate push daily record.
Step 303, information pushed information is sent to Log Collect System by daily record is pushed.
In the present embodiment, the push daily record of generation can be sent to Log Collect System by information transmission system in real time.
Step 304, the push daily record received is sent to streaming computing system by Log Collect System.
Step 305, streaming computing system holds the push daily record received storage to mass data according to default rule
In longization system.
Step 306, the user interface that personnel query is provided by the browser access visualization system of PC, and input mesh
User, object time are marked, to carry out the inquiry of pushed information.Pushed information inquiry request is sent to visualization system by PC.
Step 307, visualization system is inquired about in data persistence system in the sea pair according to targeted customer and object time
The push daily record answered.
Step 308, visualization system generates pagefile according to the push daily record inquired, and pagefile is returned to
PC.
In the present embodiment, the browser of PC can load the pagefile, and then can render pushed information
The page, the page of the pushed information is identical with the page that user sees in mobile phone, and personnel query can be directly perceived according to the page
Understand at that time information push situation.
In the present embodiment, each system can be real based on the scheme provided in embodiment illustrated in fig. 1 in information playback platform
The reproduction of existing above-mentioned history pushed information, this is no longer going to repeat them by the application.
The present embodiment realizes the reproduction of history pushed information based on multiple systems, and the treatment mechanism of each system is relatively single,
When in face of a large amount of push daily records, it is easy to system to expand, also allows for malfunction elimination, so as to ensure that information weight by isolation of system
The steady running of existing platform.
Embodiment with the replay method of foregoing history pushed information is corresponding, and present invention also provides history pushed information
Reproducer embodiment.
The embodiment of the reproducer of the application history pushed information can be applied on information playback platform.Device is implemented
Example can be realized by software, can also be realized by way of hardware or software and hardware combining.Exemplified by implemented in software, as
Device on one logical meaning, being will be corresponding in nonvolatile memory by the processor of information where it again platform
Computer program instructions read what operation in internal memory was formed.For hardware view, as shown in figure 4, being pushed away for the application history
Deliver letters breath reproducer where information playback platform a kind of hardware structure diagram, except the processor shown in Fig. 4, internal memory, net
Outside network interface and nonvolatile memory, the information playback platform in embodiment where device is generally according to the information weight
The actual functional capability of existing platform, can also include other hardware, this is repeated no more.
Fig. 5 is a kind of block diagram of the reproducer of history pushed information shown in the exemplary embodiment of the application one.
Fig. 5 is refer to, the reproducer 400 of the history pushed information can be applied in the information weight shown in earlier figures 4
In existing platform, include：Daily record receiving unit 401, log storage unit 402, request reception unit 403, log query unit
404 and page reproducing unit 405.
Wherein, daily record receiving unit 401, receives the push daily record that information transmission system is reported, and by the push day
Will is sent to log storage unit, and the push daily record is carried：User profile and temporal information；
Log storage unit 402, according to default rule, by the push daily record storage into database；
Request reception unit 403, receives the reproduction request for pushed information, and described reappear in request carries target use
Family and object time；
Log query unit 404, according to the targeted customer and the object time, searches matching in the database
Push daily record；
Page reproducing unit 405, the page text that the page is reappeared for loading pushed information is generated according to the push daily record
Part.
Optionally, the log storage unit 402, user profile and temporal information are extracted from the push daily record；
According to the user profile and temporal information generation row major key；
Stored the push daily record as the train value of the row major key into database.
Optionally, the log storage unit 402, to it is described push daily record encode, and by after coding push day
Will is stored into database as the train value of the row major key；
Page unit 405 again, are decoded to the push daily record found, according to decoded push daily record life
Into the pagefile that the page is reappeared for loading pushed information.
Fig. 6 is a kind of block diagram of the playback system of history pushed information shown in the exemplary embodiment of the application one.
Fig. 6 is refer to, the playback system 600 of the history pushed information can include：First the 601, second son of subsystem
The subsystem 603 of system 602 and the 3rd.
Wherein, the first subsystem 601, including the daily record receiving unit 401；
Second subsystem 602, including the log storage unit 402；
3rd subsystem 603, including the request reception unit 403, the log query unit 404 and the page
Reproducing unit 405.
The function of unit and the implementation process of effect specifically refer to correspondence step in the above method in said apparatus
Implementation process, will not be repeated here.
For device embodiment, because it corresponds essentially to embodiment of the method, so related part is real referring to method
Apply the part explanation of example.Device embodiment described above is only schematical, wherein described be used as separating component
The unit of explanation can be or may not be physically separate, and the part shown as unit can be or can also
It is not physical location, you can with positioned at a place, or can also be distributed on multiple NEs.Can be according to reality
Selection some or all of module therein is needed to realize the purpose of application scheme.Those of ordinary skill in the art are not paying
In the case of going out creative work, you can to understand and implement.
The preferred embodiment of the application is the foregoing is only, not to limit the application, all essences in the application
God is with principle, and any modification, equivalent substitution and improvements done etc. should be included within the scope of the application protection.
Claims (10)
1. a kind of replay method of history pushed information, it is characterised in that methods described includes：
The push daily record that information transmission system is reported is received, the push daily record is carried：User profile and temporal information；
According to default rule, by the push daily record storage into database；
The reproduction received for pushed information is asked, and described reappear carries targeted customer and object time in request；
According to the targeted customer and the object time, the push daily record of matching is searched in the database；
The pagefile that the page is reappeared for loading pushed information is generated according to the push daily record.
2. according to the method described in claim 1, it is characterised in that described according to default rule, the push daily record is deposited
Store up in database, including：
User profile and temporal information are extracted from the push daily record；
According to the user profile and temporal information generation row major key；
Stored the push daily record as the train value of the row major key into database.
3. method according to claim 2, it is characterised in that described to push daily record as the row of the row major key using described
Value is stored into database, including：
The push daily record is encoded, and the daily record that pushes after coding is arrived into data as the train value storage of the row major key
In storehouse；
The pagefile generated according to the push daily record for loading the pushed information reproduction page, including：
The push daily record found is decoded, is generated according to decoded push daily record and reappears page for loading pushed information
The pagefile in face.
4. according to the method described in claim 1, it is characterised in that
The pagefile has specific structure, can be recognized and load by browser.
5. a kind of replay method of history pushed information, it is characterised in that methods described includes：
The push daily record is sent to streaming by Log Collect System after the push daily record that information transmission system is reported is received
Computing system, the push daily record is carried：User profile and temporal information；
The streaming computing system is according to default rule, by the push daily record storage into database；
The reproduction for pushed information that visualization system receives terminal device transmission is asked, and described reappear in request carries mesh
Mark user and object time；
The visualization system searches the push of matching in the database according to the targeted customer and the object time
Daily record；
The visualization system generates the pagefile that the page is reappeared for loading pushed information according to the push daily record, and
The pagefile is returned into the terminal device；
The terminal device carries out page rendering according to the pagefile, to generate the reproduction page of pushed information.
6. method according to claim 5, it is characterised in that
The streaming computing system, specifically extracts user profile and temporal information, according to the user from the push daily record
Information and temporal information generation row major key；Database is arrived using the push daily record as the train value storage of the row major key
In.
7. a kind of reproducer of history pushed information, it is characterised in that described device includes：
Daily record receiving unit, receives the push daily record that information transmission system is reported, and the push daily record is sent into daily record
Memory cell, the push daily record is carried：User profile and temporal information；
Log storage unit, according to default rule, by the push daily record storage into database；
Request reception unit, receives the reproduction request for pushed information, and described reappear carries targeted customer and mesh in request
Between timestamp；
Log query unit, according to the targeted customer and the object time, searches the push of matching in the database
Daily record；
Page reproducing unit, the pagefile that the page is reappeared for loading pushed information is generated according to the push daily record.
8. device according to claim 7, it is characterised in that
The log storage unit, user profile and temporal information are extracted from the push daily record；
According to the user profile and temporal information generation row major key；
Stored the push daily record as the train value of the row major key into database.
9. device according to claim 8, it is characterised in that
The log storage unit, is encoded, and regard the push daily record after coding as the row master to the push daily record
The train value of key is stored into database；
Page unit again, is decoded to the push daily record found, and being generated according to decoded push daily record is used for
Load the pagefile that pushed information reappears the page.
10. a kind of playback system of history pushed information, it is characterised in that the system includes：
Log collection subsystem, including daily record receiving unit as claimed in claim 7；
Streaming computing subsystem, including log storage unit as claimed in claim 7；
Visual subsystem, including request reception unit as claimed in claim 7, log query unit and the page reappear single
Member.
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| CN201610887695.9A CN107103014A (en) | 2016-10-11 | 2016-10-11 | The replay method of history pushed information, device and system |
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| CN109547825A (en) * | 2018-12-28 | 2019-03-29 | 上海众源网络有限公司 | A kind of multi-medium data method for pushing and device |
| CN109672721A (en) * | 2018-10-23 | 2019-04-23 | 平安科技（深圳）有限公司 | Pushing method for media files, device, server-side and computer readable storage medium |
| CN109976946A (en) * | 2019-02-27 | 2019-07-05 | 深圳点猫科技有限公司 | It is a kind of for educating the scheduling system history data restoration methods and device of cloud platform |
| CN110263002A (en) * | 2019-06-24 | 2019-09-20 | 北京小米移动软件有限公司 | A kind of storage of pushed information, querying method, device and medium |
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| CN111818123B (en) * | 2020-05-28 | 2023-10-20 | 中国平安财产保险股份有限公司 | Network front-end remote playback method, device, equipment and storage medium |
| CN113064802A (en) * | 2021-03-17 | 2021-07-02 | 平安普惠企业管理有限公司 | Operation track restoration method, device, equipment and storage medium |
| CN114816826A (en) * | 2022-06-28 | 2022-07-29 | 杭银消费金融股份有限公司 | Push defect identification method and device of application system |
| CN114816826B (en) * | 2022-06-28 | 2022-09-23 | 杭银消费金融股份有限公司 | Push defect identification method and device of application system |
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