CN105138532B - The methods, devices and systems of business data processing - Google Patents
The methods, devices and systems of business data processing Download PDFInfo
- Publication number
- CN105138532B CN105138532B CN201510368324.5A CN201510368324A CN105138532B CN 105138532 B CN105138532 B CN 105138532B CN 201510368324 A CN201510368324 A CN 201510368324A CN 105138532 B CN105138532 B CN 105138532B
- Authority
- CN
- China
- Prior art keywords
- business
- experiment
- parameter
- experiment parameter
- algorithm
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
Abstract
The present invention relates to a kind of method of business data processing, including：Experiment parameter in real-time monitoring experiment server, if the experiment parameter updates, the experiment parameter of the renewal is obtained, the experiment parameter includes business algorithm parameter and/or business rule parameter；Receive service request, obtained according to the service request from the experiment parameter corresponding to business experiment parameter；The business experiment parameter is incorporated into the service request and sent to service server, so that the service server returns to business datum according to the business experiment parameter.When needing to update experiment parameter, service code need not be changed, only need to change the experiment parameter in experiment server, just the business experiment parameter in service request can be updated accordingly, business datum is returned so as to the business algorithm according to dynamic renewal and/or business rule.In addition, additionally provide a kind of device and system of business data processing.
Description
Technical field
The present invention relates to field of computer technology, more particularly to a kind of methods, devices and systems of business data processing.
Background technology
With the development of computer internet technology, information is obtained by internet, life, amusement and work turn into people
A part for life.With the variation of user's request, computer system is also required to increase business corresponding with demand, such as news
Business, video live broadcast service etc., different business have corresponded to different business algorithms and rule.
Existing method newly increase business algorithm and it is regular when, it is necessary to increase new logical process, code is repaiied
Change, the increase and reduction of business rule are required for changing code, inefficient and easy error.
The content of the invention
Based on this, it is necessary to for above-mentioned technical problem, there is provided a kind of methods, devices and systems of business data processing,
The dynamic renewal of business algorithm and/or business rule can easily be realized.
A kind of method of business data processing, methods described include：
Experiment parameter in real-time monitoring experiment server, if the experiment parameter updates, obtains the renewal
Experiment parameter, the experiment parameter include business algorithm parameter and/or business rule parameter；
Receive service request, obtained according to the service request from the experiment parameter corresponding to business experiment parameter；
The business experiment parameter is incorporated into the service request and sent to service server, so that the business service
Device returns to business datum according to the business experiment parameter.
A kind of device of business data processing, described device include：
Synchronization module, for the experiment parameter in real-time monitoring experiment server, if the experiment parameter updates, obtain
The experiment parameter of the renewal is taken, the experiment parameter includes business algorithm parameter and/or business rule parameter；
Parameter acquisition module, for receiving service request, obtained according to the service request from the experiment parameter pair
The business experiment parameter answered；
Sending module, for the business experiment parameter to be incorporated into the service request and sent to service server, with
The service server is set to return to business datum according to the business experiment parameter.
A kind of system of business data processing, the system include：
Experiment server, for receiving the experiment parameter of input, the experiment parameter includes business algorithm parameter and/or industry
Business parameter of regularity；
Access server, for monitoring the experiment parameter in the experiment server in real time, if the experiment parameter is more
Newly, then the experiment parameter of the renewal is obtained；
The access server is additionally operable to receive service request, is obtained according to the service request from the experiment parameter
Corresponding business experiment parameter, the business experiment parameter is incorporated into the service request and sent to service server；
Service server, for returning to business datum to the access server according to the business experiment parameter.
The methods, devices and systems of above-mentioned business data processing, by the experiment parameter in real-time monitoring experiment server,
If experiment parameter updates, the experiment parameter of renewal is obtained, experiment parameter includes business algorithm parameter and/or business rule is joined
Number, receives service request, obtained according to service request from experiment parameter corresponding to business experiment parameter, by business experiment parameter
It is incorporated into service request and sends to service server, so that service server returns to business datum according to business experiment parameter, needs
When updating experiment parameter, it is not necessary to change service code, it is only necessary to change the experiment parameter in experiment server, can just cause
Business experiment parameter in service request updates accordingly, so as to the business algorithm and/or business rule according to dynamic renewal
Return to business datum.
Brief description of the drawings
Fig. 1 is the applied environment figure of the method for business data processing in one embodiment；
Fig. 2 is the cut-away view of access server in Fig. 1 in one embodiment；
Fig. 3 is the flow chart of the method for business data processing in one embodiment；
Fig. 4 is the flow chart that business experiment parameter is obtained in one embodiment；
Fig. 5 is business attribute information schematic diagram in one embodiment；
Fig. 6 is the structured flowchart of the device of business data processing in one embodiment；
Fig. 7 is the structured flowchart of the system of business data processing in one embodiment.
Embodiment
Fig. 1 is the applied environment figure of the method operation of business data processing in one embodiment, as shown in figure 1, the application
Environment includes terminal 110, experiment server 120, access server 130 and service server 140, access server 130 and end
It can be communicated between end 110, experiment server 120, service server 140 by network, terminal 110 can be intelligent hand
Machine, tablet personal computer, notebook computer, desktop computer etc., but be not limited thereto.Experiment server 120 can receive experiment
Parameter, access server 130 can respond the experiment ginseng in the request and real-time synchronization experiment server 120 of the transmission of terminal 110
Number, service server 140 can respond the request of the transmission of access server 130.Experiment server 120 can be by parameter server
121 and sync server 122 form, parameter server 121 receive experiment parameter go forward side by side row format conversion, after format conversion
Experiment parameter is sent to sync server 122.Service server 140 can be by 142 groups of resolution server 141 and arithmetic server
Into resolution server 141 parses experiment parameter, and the business algorithm parameter in experiment parameter is sent to arithmetic server 142
Business datum corresponding to algorithm is obtained, the business datum that resolution server 141 returns to arithmetic server 142 is according to business rule
Access server 130 is returned after parameter processing.
In one embodiment, the internal structure of the access server 130 in Fig. 1 is as shown in Fig. 2 the access server
130 include processor, storage medium, internal memory and the network interface by system bus connection.Wherein, the access server 130
Storage medium be stored with operating system, database and a kind of device of business data processing, database is used for data storage, such as
Experiment parameter etc. is stored, the device is used to realize a kind of method of the business data processing suitable for access server 130.This connects
The processor for entering server 130 is used to provide calculating and control ability, supports the operation of whole access server 130.The access
The operation that the device of the business data processing in storage medium is saved as in server 130 provides environment.The access server 130
Network interface be used to by network connection lead to the terminal 110 of outside or experiment server 120 or business device server 140
Letter, for example the request that sends of receiving terminal 110 or receive experiment server 120, data etc. that business device server 140 is sent.
As shown in figure 3, in one embodiment, there is provided a kind of method of business data processing, to be answered applied to above-mentioned
With the access server in environment come for example, comprising the following steps：
Step S210, the experiment parameter in real-time monitoring experiment server, if experiment parameter updates, obtain renewal
Experiment parameter, experiment parameter include business algorithm parameter and/or business rule parameter.
Specifically, the various parameters that experiment parameter is completed to need for experiment, for configuring the action process of experiment, including industry
Business algorithm and/or business rule, experiment parameter can flexibly support business algorithm unrestricted choice and business rule arbitrary extension.It can lead to
Cross experimental system foreground and receive the experiment parameter inputted in a text form by interface, the experiment parameter of input can be converted into
Preset format.The experiment parameter of input includes business algorithm parameter and/or business rule parameter, and business algorithm parameter is to be used for
Configuration service algorithm, can be that different business selects corresponding business algorithm by business algorithm parameter, such as recommending business,
Can be in multiple business algorithms as recommended, in combined recommendation scheduling algorithm based on commending contents, collaborative filtering recommending, based on correlation rule
The business algorithm that independent assortment needs to use.Business rule parameter is for configuration service rule, passes through business rule parameter
Unrestricted choice business rule and arbitrary extension can be carried out when there is Added Business rule, such as suppress in business rule exposure, filter,
The business rule that independent assortment needs to use is carried out in sensitive category filtering, classification equilibrium.Join by independent assortment business algorithm
Number and/or the obtained multiple experiment parameters of business rule parameter meet different business demands respectively, and each experiment parameter has pair
The experiment mark answered, experiment mark are used for one experiment of unique mark, and each experiment has corresponding experiment parameter.Need every time new
Need to only modify configuration experiment parameter when adding or changing business algorithm and/or business rule in experiment server, and
This modification does not influence on service request.Experiment that can be by way of constantly inquiring about in real-time monitoring experiment server is joined
Number, if experiment parameter updates, obtain the experiment parameter of renewal, the experiment parameter stored in covering memory.
In one embodiment, experiment server includes parameter server and sync server, is connect by parameter server
Receive the experiment parameter of input, and the zookeeper that will be run in transmission to sync server after experiment parameter progress format conversion
System, the experiment parameter in real-time monitoring experiment server, if experiment parameter updates, obtain the step of the experiment parameter of renewal
Suddenly include：Experiment parameter in monitoring zookeeper systems in real time, if experiment parameter updates, obtain the experiment ginseng of renewal
The experiment parameter stored in number covering memory.Zookeeper systems are one distributed, the Distributed Application of open source code
Program Coordination service, it is the software that Consistency service is provided for Distributed Application.
In one embodiment, by mysql (Relational DBMS) in real time monitoring experiment server
Experiment parameter.In one embodiment, the experiment parameter in experiment server is inputted by interface, is connect by visual interface
The experiment parameter of input is received, further increases the convenience of experiment parameter dynamic renewal.
Step S220, receives service request, obtained according to service request from experiment parameter corresponding to business experiment parameter.
Specifically, terminal can send service request in accession page, according to the difference of content of pages, such as there is advertisement position
The clothes page can send advertisement and recommend service request, video playback five application page can send video recommendations service request etc..Industry
Business request may include user profile, business information etc., and such as user profile includes the user name of user, region.Business is believed
Breath includes service attribute data, such as advertisement position number, type of service.According to the particular content of service request, advised according to experiment
Then determine the experiment of matching and obtain corresponding business experiment parameter.Experimental rules refer to the corresponding pass between service request and experiment
System, can be self-defined as needed.Because experiment parameter is real-time update, so being obtained according to service request from experiment parameter
Corresponding business experiment parameter is also real-time update.
Step S230, business experiment parameter is incorporated into service request and sent to service server, so that service server
Business datum is returned to according to business experiment parameter.
Specifically, the corresponding business experiment parameter obtained according to service request is incorporated into service request, can customize
The rule being incorporated into, the end of such as embedded original service request.And by the service request for being incorporated into business experiment parameter send to
Service server, due to including business algorithm parameter and/or business rule parameter in business experiment parameter, and business is tested
Parameter be with the experiment parameter synchronized update in experiment server, with make it possible to according to dynamic renewal business algorithm and/or
Business rule returns to business datum.Experiment parameter can be changed in real time according to whether the business datum of return meets Expected Results,
The business algorithm and/or business rule of dynamic renewal.
In the present embodiment, by the experiment parameter in real-time monitoring experiment server, if experiment parameter updates, obtain
The experiment parameter of renewal, experiment parameter include business algorithm parameter and/or business rule parameter, service request are received, according to industry
Business request business experiment parameter corresponding to acquisition from experiment parameter, is incorporated into service request by business experiment parameter and sends to industry
Business server, so that service server returns to business datum, it is necessary to when updating experiment parameter according to business experiment parameter, it is not necessary to
Change service code, it is only necessary to change the experiment parameter in experiment server, can just cause the business experiment ginseng in service request
The corresponding renewal of number, business datum is returned to so as to the business algorithm according to dynamic renewal and/or business rule.
In one embodiment, business algorithm parameter includes configuration information corresponding to business algorithm.
Specifically, configuration information is used for the configuration parameter for providing specific transactions algorithm needs, same business algorithm is not according to
Same configuration information can return to different business datums.Configuration information corresponding to business algorithm is included in business algorithm parameter
In, so as to arbitrarily be changed and configured in the case where not changing code, further increase business data processing
Flexibility.
In one embodiment, service request includes business attribute information, as shown in figure 4, step S220 includes：
Step S221, experiment mark is confirmed according to business attribute information.
Specifically, business attribute information is used to describe business self attributes or the user profile using business, such as wide
Announcement business, business attribute information include recommended advertisements position, use user's mark of business, flow proportional, area information, number segment
Deng.Experiment mark is used to identify an experiment, and each experiment has corresponding experiment parameter.It can determine that by business attribute information
Corresponding experiment mark.If it is understood that being identified by business attribute information without corresponding experiment, acquiescence is used
Experiment parameter.As shown in figure 5, the business attribute information being possibly comprised in corresponding to an experiment in service request is listed,
Including experiment type, type of service, number segment, advertisement position etc..Experiment mark can be determined by the information of wherein preset number, such as
Experiment mark is determined by number segment, advertisement position.
Step S222, the experiment parameter according to corresponding to obtaining experiment mark.
Specifically, because experiment mark can uniquely determine an experiment, so that the experiment parameter according to corresponding to each experiment,
Obtain experiment parameter corresponding to service request.Due to experiment parameter can any modifications and extensions, different business can pass through experiment
The configuration of parameter uses identical business algorithm or business rule.In one embodiment, the experiment parameter in experiment server
Inputted by interface, the interface includes experiment mark and corresponding experiment parameter input frame, and experiment parameter input frame receives defeated
The experiment parameter that enters and with corresponding experiment mark storage.
In one embodiment, experiment parameter is separated corresponding with Protobuf structures by preset characters.
Specifically, Protobuf is flexible, efficient, the automatic method for structural data serialization, Protobuf
The data performance of structure is good, efficiency high, suitable for Code automatic build mechanism, supports back compatible forward.Use Protobuf
The algorithm and business rule that structure can use business according to business demand using repeated define, support have polyalgorithm and
Multiple business rules.Experiment parameter input when separated by preset characters, such as by "；" separation structure body variable, pass through " # " point
Every variable field.The experiment parameter separated by preset characters is corresponding with the variable defined in Protobuf structures.Such as one
The definition of Protobuf structures is：
Wherein message RuleParam are business rule parametric variable, and message AlgID are that algorithm is identified for marking
Know the version of algorithm, message AlgLine are business algorithm parameter variable, business rule parametric variable and business algorithm parameter
Variable is the variable of repeated types, arbitrarily can increase and extend.Experiment parameter corresponding with Protobuf structures is：
3.1.1；C#C2001:1:1:1,C#C1001:1:1:1；1#1#pressure&2#comment&4#3#2:50|1:
50 wherein "；" separating each structure variable, 3.1.1 identifies for algorithm, C#C2001:1:1:1,C#C1001:1:1:1 is business
Algorithm parameter, wherein C represent crowd's temperature, and 2001,1001 be that algorithm label represents different algorithms, and the calculation formula used is not
Together.Configuration information is needed for some specific algorithm, it is configuration information that can increase J#J10_item_0.5 such as, wherein
Item and 0.5 is configuration parameter.1#1#pressure&2#comment&4#3#2:50|1:50 be business rule parameter, 1#1#
pressure、2#comment、4#3#2:50|1:50 be three business rule parameters, the field of each business rule parameter with
" # " separates, the first field references business rule numbering, the second field references sub-mark.As shown in table 1, some business are listed
Rule name, business rule function, business rule numbering and its corresponding sub-mark.
Table 1
In one embodiment, as shown in Figure 6, there is provided a kind of device of business data processing, including：
Synchronization module 310, for the experiment parameter in real-time monitoring experiment server, if the experiment parameter updates,
The experiment parameter of the renewal is then obtained, the experiment parameter includes business algorithm parameter and/or business rule parameter；
Parameter acquisition module 320, for receiving service request, obtained according to the service request from the experiment parameter
Corresponding business experiment parameter；
Sending module 330, for the business experiment parameter to be incorporated into the service request and sent to service server,
So that the service server returns to business datum according to the business experiment parameter.
In one embodiment, business algorithm parameter includes configuration information corresponding to business algorithm.
In one embodiment, service request includes business attribute information, and parameter acquisition module 320 is additionally operable to according to business
Attribute information confirms experiment mark, the experiment parameter according to corresponding to obtaining experiment mark.
In one embodiment, experiment parameter is separated corresponding with Protobuf structures by preset characters.
In one embodiment, as shown in Figure 7, there is provided a kind of system of business data processing, including：
Experiment server 410, for receiving the experiment parameter of input, experiment parameter includes business algorithm parameter and/or industry
Business parameter of regularity.
Specifically, the various parameters that experiment parameter is completed to need for experiment, for configuring the action process of experiment, including industry
Business algorithm and/or business rule, experiment parameter can flexibly support business algorithm unrestricted choice and business rule arbitrary extension.Can be
Running experiment system foreground on experiment server, the reality inputted in a text form by interface is received by experimental system foreground
Parameter is tested, the experiment parameter of input can be converted into preset format.The experiment parameter of input include business algorithm parameter and/or
Business rule parameter, business algorithm parameter are for configuration service algorithm, can be that different business selects by business algorithm parameter
Select corresponding business algorithm, such as recommend business, can multiple business algorithms as based on commending contents, collaborative filtering recommending,
Recommended based on correlation rule, the business algorithm that independent assortment needs to use in combined recommendation scheduling algorithm.Business rule parameter is to use
In configuration service rule, unrestricted choice business rule and can be appointed by business rule parameter when there is Added Business rule
Meaning extension, such as suppress, filter in business rule exposure, sensitive category filtering, progress independent assortment needs to use in classification equilibrium
Business rule.The multiple experiment parameters obtained by independent assortment business algorithm parameter and/or business rule parameter are full respectively
The different business demand of foot, each experiment parameter have corresponding test to identify, and experiment mark is tested for one for unique mark, often
Individual experiment has corresponding experiment parameter.Need newly to add every time or need to only tested when changing business algorithm and/or business rule
Modified in server and configure experiment parameter, and this modification does not influence on service request.
In one embodiment, experiment server 410 is used for the experiment parameter that input is received by interface, passes through visualization
Interface receive input experiment parameter, further increase experiment parameter dynamic renewal convenience.
Access server 420, for the experiment parameter in real-time monitoring experiment server 410, if experiment parameter updates,
Then obtain the experiment parameter of renewal.
Specifically, experiment parameter that can be by way of constantly inquiring about in real-time monitoring experiment server 410, if experiment
Parameter updates, then obtains the experiment parameter of renewal, the experiment parameter stored in covering memory.In one embodiment, test
Server includes parameter server and sync server, and parameter server is used for the experiment parameter for receiving input, and experiment is joined
The zookeeper systems run after number progress format conversion in transmission to sync server, access server 420 are used to supervise in real time
The experiment parameter in zookeeper systems is controlled, if experiment parameter updates, is obtained in the experiment parameter covering memory of renewal
The experiment parameter of storage.Zookeeper systems are one distributed, the distributed application program coordination service of open source code,
It is the software that Consistency service is provided for Distributed Application.In one embodiment, access server 420 is used to pass through
Experiment parameter in the real-time monitoring experiment servers 410 of mysql.
The access server 420 is additionally operable to receive service request, is obtained and corresponded to from experiment parameter according to service request
Business experiment parameter, business experiment parameter is incorporated into service request and sent to service server 430.
Specifically, terminal can send service request in accession page, according to the difference of content of pages, such as there is advertisement position
The clothes page can send advertisement and recommend service request, video playback five application page can send video recommendations service request etc..Industry
Business request may include user profile, business information etc., and such as user profile includes the user name of user, region.Business is believed
Breath includes service attribute data, such as advertisement position number, type of service.According to the particular content of service request, advised according to experiment
Then determine the experiment of matching and obtain corresponding business experiment parameter.Experimental rules refer to the corresponding pass between service request and experiment
System, can be self-defined as needed.Because experiment parameter is real-time update, so being obtained according to service request from experiment parameter
Corresponding business experiment parameter is also real-time update.The corresponding business that access server 420 will obtain according to service request
Experiment parameter is incorporated into service request, can customize the rule being incorporated into, the end of such as embedded original service request.And it will be incorporated into
The service request of business experiment parameter is sent to service server 430.
Service server 430, for returning to business datum to access server according to business experiment parameter.
Specifically, include in the business experiment parameter received due to service server 430 business algorithm parameter and/or
Business rule parameter, and business experiment parameter be with the experiment parameter synchronized update in experiment server, to make it possible to root
Business datum is returned to access server according to the business algorithm and/or business rule of dynamic renewal.Can be according to the business number of return
According to whether meeting Expected Results and change experiment parameter in real time, dynamic more new business algorithm and/or business rule.
In the present embodiment, the experiment parameter for receiving input is used for by experiment server, experiment parameter to include business algorithm
Parameter and/or business rule parameter, access server are used to monitor the experiment parameter in the experiment server, such as fruit in real time
Parameter renewal is tested, then obtains the experiment parameter of renewal, is additionally operable to receive service request, is obtained according to service request from experiment parameter
Business experiment parameter corresponding to taking, business experiment parameter is incorporated into service request and sent to service server, service server
For returning to business datum to access server according to business experiment parameter.Taken by experiment server, access server, business
The cooperation of business device is, it is necessary to when updating experiment parameter, it is not necessary to changes service code, it is only necessary to change the experiment in experiment server
Parameter, just the business experiment parameter in service request can be updated accordingly, so as to the business algorithm according to dynamic renewal
And/or business rule returns to business datum.
In one embodiment, business experiment parameter includes business algorithm parameter and business rule parameter, service server
It is additionally operable to extract business algorithm parameter and business rule parameter in working business experiment parameter, is obtained according to business algorithm parameter corresponding
Business algorithm, the first business datum is obtained according to business algorithm, according to business rule, root corresponding to business rule parameter acquiring
The first business datum is handled according to business rule and obtains the second business datum, and the second business datum is back to access server.
Specifically, business algorithm parameter and business rule ginseng can be extracted according to preset rules according to the form of experiment parameter
Number, the business algorithm parameter of extraction include business algorithm and identified, such as business algorithm numbering, for business algorithm corresponding to determination.
The business rule parameter of extraction include business rule mark, as business rule number, for business rule corresponding to determination.According to
Business algorithm obtains the first business datum, such as recommending business, then obtains recommendation list, the first industry is handled according to business rule
Business data obtain the second business datum, and the adjustment of business rule is as carried out to recommendation list, such as filter, sorting obtains finally
The business datum at end.
In one embodiment, service server includes resolution server and arithmetic server, resolution server be used for from
Business algorithm parameter and business rule parameter are extracted in business experiment parameter, business algorithm parameter is sent to arithmetic server,
Arithmetic server is used for the business algorithm according to corresponding to obtaining business algorithm parameter, and the first business number is obtained according to business algorithm
According to, and the first business datum is back to resolution server, resolution server is additionally operable to according to corresponding to business rule parameter acquiring
Business rule, the first business datum is handled according to business rule and obtains the second business datum, the second business datum is back to and connect
Enter server.Business algorithm process and business rule processing are divided into different servers to carry out, processing speed can be improved.
In one embodiment, business algorithm parameter includes configuration information corresponding to business algorithm.
In one embodiment, service request includes business attribute information, and access server 420 is additionally operable to according to business category
Property validation of information experiment mark, according to experiment mark obtain corresponding to experiment parameter.
In one embodiment, experiment parameter is separated corresponding with Protobuf structures by preset characters.
One of ordinary skill in the art will appreciate that realize all or part of flow in above-described embodiment method, being can be with
The hardware of correlation is instructed to complete by computer program, described program can be stored in a computer read/write memory medium
In, in the embodiment of the present invention, the program can be stored in the storage medium of computer system, and by the computer system
At least one computing device, to realize the flow for including the embodiment such as above-mentioned each method.Wherein, the storage medium can be
Magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random Access
Memory, RAM) etc..
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality
Apply all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited
In contradiction, the scope that this specification is recorded all is considered to be.
Embodiment described above only expresses the several embodiments of the present invention, and its description is more specific and detailed, but simultaneously
Can not therefore it be construed as limiting the scope of the patent.It should be pointed out that come for one of ordinary skill in the art
Say, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the protection of the present invention
Scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of method of business data processing, methods described include：
Experiment parameter in real-time monitoring experiment server, if the experiment parameter updates, obtains the experiment of the renewal
Parameter, the experiment parameter include business algorithm parameter and/or business rule parameter, and experiment parameter is used for the behavior for configuring experiment
Process, support business algorithm unrestricted choice and/or business rule arbitrary extension；
Receive service request, obtained according to the service request from the experiment parameter corresponding to business experiment parameter, according to
The particular content of the service request, the experiment of matching and business experiment parameter corresponding to obtaining are determined according to experimental rules, its
Middle experimental rules refer to the corresponding relation between service request and experiment；
The business experiment parameter is incorporated into the service request and sent to service server, so that the service server root
Business datum is returned to according to the business experiment parameter, the business experiment parameter includes business algorithm parameter and/or business rule
Then parameter, to cause the service server to return to business datum according to the business algorithm and/or business rule of dynamic renewal.
2. according to the method for claim 1, it is characterised in that the business algorithm parameter includes matching somebody with somebody corresponding to business algorithm
Confidence ceases.
3. according to the method for claim 1, it is characterised in that the service request includes business attribute information, described to connect
Receive service request, obtained according to the service request from the experiment parameter corresponding to business experiment parameter the step of include：
Experiment mark is confirmed according to the business attribute information；
The business experiment parameter according to corresponding to obtaining the experiment mark.
4. according to the method for claim 1, it is characterised in that the experiment parameter by preset characters separate with
Protobuf structures are corresponding.
5. a kind of device of business data processing, it is characterised in that described device includes：
Synchronization module, for the experiment parameter in real-time monitoring experiment server, if the experiment parameter updates, obtain institute
The experiment parameter of renewal is stated, the experiment parameter includes business algorithm parameter and/or business rule parameter, and experiment parameter is used to match somebody with somebody
The action process of experiment is put, supports business algorithm unrestricted choice and/or business rule arbitrary extension；
Parameter acquisition module, for receiving service request, obtained according to the service request from the experiment parameter corresponding to
Business experiment parameter, according to the particular content of the service request, determine the experiment of matching according to experimental rules and obtain correspondingly
Business experiment parameter, wherein experimental rules refer to service request and experiment between corresponding relation；
Sending module, for the business experiment parameter to be incorporated into the service request and sent to service server, so that institute
State service server and business datum is returned to according to the business experiment parameter, the business experiment parameter includes business algorithm ginseng
Number and/or business rule parameter, to cause the service server to be returned according to the business algorithm and/or business rule of dynamic renewal
Return business datum.
6. device according to claim 5, it is characterised in that the business algorithm parameter includes matching somebody with somebody corresponding to business algorithm
Confidence ceases.
7. device according to claim 5, it is characterised in that the service request includes business attribute information, the ginseng
Number acquisition module is additionally operable to confirm experiment mark according to the business attribute information, the industry according to corresponding to obtaining the experiment mark
Business experiment parameter.
8. device according to claim 5, it is characterised in that the experiment parameter by preset characters separate with
Protobuf structures are corresponding.
9. a kind of system of business data processing, it is characterised in that the system includes：
Experiment server, for receiving the experiment parameter of input, the experiment parameter includes business algorithm parameter and/or business is advised
Then parameter, experiment parameter are used for the action process for configuring experiment, support business algorithm unrestricted choice and/or business rule arbitrarily to expand
Exhibition；
Access server, for monitoring the experiment parameter in the experiment server in real time, if the experiment parameter updates,
Obtain the experiment parameter of the renewal；
The access server is additionally operable to receive service request, is obtained and corresponded to from the experiment parameter according to the service request
Business experiment parameter, according to the particular content of the service request, determine the experiment of matching according to experimental rules and obtain pair
The business experiment parameter answered, wherein experimental rules refer to the corresponding relation between service request and experiment, and the business is tested and joined
Number is incorporated into the service request and sent to service server；
Service server, for returning to business datum to the access server, the business according to the business experiment parameter
Experiment parameter includes business algorithm parameter and/or business rule parameter, for the business algorithm and/or industry according to dynamic renewal
Business rule returns to business datum.
10. system according to claim 9, it is characterised in that the business experiment parameter include business algorithm parameter and
Business rule parameter, the service server are additionally operable to extract business algorithm parameter and business rule from the business experiment parameter
Then parameter, the business algorithm according to corresponding to obtaining the business algorithm parameter, the first business number is obtained according to the business algorithm
According to according to business rule corresponding to the business rule parameter acquiring, according to business rule processing the first business number
According to the second business datum is obtained, second business datum is back to the access server.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510368324.5A CN105138532B (en) | 2015-06-26 | 2015-06-26 | The methods, devices and systems of business data processing |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510368324.5A CN105138532B (en) | 2015-06-26 | 2015-06-26 | The methods, devices and systems of business data processing |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN105138532A CN105138532A (en) | 2015-12-09 |
| CN105138532B true CN105138532B (en) | 2018-04-06 |
Family
ID=54723882
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510368324.5A Active CN105138532B (en) | 2015-06-26 | 2015-06-26 | The methods, devices and systems of business data processing |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105138532B (en) |
Families Citing this family (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107967272A (en) * | 2016-10-19 | 2018-04-27 | 广州新博庭网络信息科技股份有限公司 | A kind of business object data shows method and apparatus |
| CN106990992A (en) * | 2017-04-10 | 2017-07-28 | 深圳乐信软件技术有限公司 | service configuration method, device, server and storage medium |
| CN108924210A (en) * | 2018-06-27 | 2018-11-30 | 杭州贝店科技有限公司 | Service request processing method, device, server and storage medium |
| CN109145234B (en) * | 2018-09-19 | 2020-05-15 | 北京创鑫旅程网络技术有限公司 | Method and device for calling service content |
| CN109218432B (en) * | 2018-09-29 | 2021-05-14 | 北京深度奇点科技有限公司 | Distributed processing method and device for intelligent computing cloud service |
| CN113449628A (en) * | 2021-06-24 | 2021-09-28 | 北京澎思科技有限公司 | Image processing system, image processing method, image processing apparatus, storage medium, and computer program product |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103617508A (en) * | 2013-12-12 | 2014-03-05 | 用友软件股份有限公司 | Configurable business rule plug-in extension apparatus and business rule plug-in extension method |
| CN104348650A (en) * | 2013-08-05 | 2015-02-11 | 腾讯科技（深圳）有限公司 | Website monitoring method, business device and website monitoring system |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9454364B2 (en) * | 2013-07-17 | 2016-09-27 | Accenture Global Services Limited | Mobile application optimization platform |
-
2015
- 2015-06-26 CN CN201510368324.5A patent/CN105138532B/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104348650A (en) * | 2013-08-05 | 2015-02-11 | 腾讯科技（深圳）有限公司 | Website monitoring method, business device and website monitoring system |
| CN103617508A (en) * | 2013-12-12 | 2014-03-05 | 用友软件股份有限公司 | Configurable business rule plug-in extension apparatus and business rule plug-in extension method |
Also Published As
| Publication number | Publication date |
|---|---|
| CN105138532A (en) | 2015-12-09 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105138532B (en) | The methods, devices and systems of business data processing | |
| CN105404629B (en) | Method and device for determining map interface | |
| CA2700775C (en) | Web site accelerator | |
| WO2015139559A1 (en) | Method and system for generating digital human | |
| US20150244750A1 (en) | Generating consolidated social content for a user of a social networking system | |
| US20080281790A1 (en) | System and Method for Determining and Applying Affinity Profiles for Research, Marketing, and Recommendation Systems | |
| US9110686B2 (en) | Web client command infrastructure integration into a rich client application | |
| JP2017517830A (en) | Display method, apparatus, server, program and recording medium for social network information stream | |
| CN105512326A (en) | Picture recommending method and system | |
| CN103914550A (en) | Recommended content displaying method and recommended content displaying device | |
| CN110580649A (en) | Method and device for determining potential value of commodity | |
| EP2812856A1 (en) | Tools and methods for determining relationship values | |
| JP6986978B2 (en) | Information processing equipment, information processing methods, and information processing programs | |
| JPWO2007148817A1 (en) | Content recommendation system, content recommendation method, and content recommendation program | |
| CN114429364A (en) | Business data management method and device, storage medium and electronic equipment | |
| US10558745B2 (en) | Information processing apparatus and non-transitory computer readable medium | |
| JP2017167752A (en) | Device, method, and program for determination | |
| US8918409B2 (en) | System and method for determining affinity profiles for research, marketing, and recommendation systems | |
| US10326858B2 (en) | System and method for dynamically generating personalized websites | |
| US10643027B2 (en) | Customizing a common taxonomy with views and applying it to behavioral targeting | |
| CN113505265A (en) | Data query method and device, electronic equipment, storage medium and program product | |
| JP6641777B2 (en) | Information processing device and program | |
| CN108549722B (en) | Multi-platform data publishing method, system and medium | |
| CN113805886A (en) | Page creating method, device and system, computer device and storage medium | |
| CN111859221A (en) | Project recommendation method and device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |