CN107368523A - A kind of data processing method and system - Google Patents
A kind of data processing method and system Download PDFInfo
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- CN107368523A CN107368523A CN201710420830.3A CN201710420830A CN107368523A CN 107368523 A CN107368523 A CN 107368523A CN 201710420830 A CN201710420830 A CN 201710420830A CN 107368523 A CN107368523 A CN 107368523A
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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
- G06F16/20—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
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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
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/28—Databases characterised by their database models, e.g. relational or object models
- G06F16/283—Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
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Abstract
The present invention, which provides a kind of data processing method and system, described method, to be included：By data content storage into bean files, and pass to data warehouse controller；Data warehouse controller selectes data processing module corresponding with service logic parameter instruction, and the data content in bean files is handled by selected data processing module；Wherein, close coupling relation is belonged between bean files and data warehouse controller, is coupled between data warehouse controller and each data processing module by unified agreement.The present invention proposes the design of a set of perfect data control, data warehouse controller is coupled by unified agreement with each data processing module, it is able to ensure that all data can be handled according to uniform rules, the unification that data process method is abstracted, facilitate the related circulation logic of later maintenance data, improve the maintainability of development process Program and the scalability of program.
Description
Technical field
The present invention relates to data control technology field, more particularly, to a kind of data processing method and system.
Background technology
On stream, the processing to data is frequently encountered, the processing different to data, corresponding different data processing
Logic, such as, some needs to store data into disk file, has plenty of and stores data into a series of medium numbers of database
According to the processing logic of correlation.
In traditional scheme, the data of these data are scattered, do not carry out unified management, a type of number
It is required to design a set of corresponding data process method according to processing, the data process method of so whole code is very chaotic.
The content of the invention
The present invention provide a kind of data processing method for overcoming above mentioned problem or solving the above problems at least in part and
System, overcome the problem of data process method caused by not carrying out unified management due to data is more chaotic.
According to the first aspect of the invention, there is provided a kind of data processing method, including：
S1, data content storage is passed into data warehouse controller into bean files, and by bean files；
S2, data warehouse controller select data corresponding with service logic parameter instruction from multiple data processing modules
Processing module, and the data content in bean files is carried out at corresponding service logic by selected data processing module
Reason；
Wherein, belong to close coupling relation between bean files and data warehouse controller, the data warehouse controller with
Coupled between each data processing module by unified agreement.
Beneficial effects of the present invention are：Propose the design of a set of perfect data control, data warehouse controller
Coupled by unified agreement with each data processing module, it can be ensured that all data can be entered according to uniform rules
Row processing, the unification that data process method is abstracted, facilitate the related circulation logic of later maintenance data, improve out
The maintainability of hair process Program and the scalability of program.
On the basis of above-mentioned technical proposal, the present invention can also improve as follows.
Further, carried out between the data warehouse controller and each data processing module by unified agreement
Coupling includes：
An interface object for being used for data process method is defined on data warehouse controller, and it is fixed in the interface object
An adopted interface function, specific data process method is realized by the interface function, wherein, data process method and data processing
Module has corresponding relation.
Further, the step S2 includes：
S21, according to the incoming service logic parameter instruction in outside, multiple data processings of the data warehouse controller from coupling
Data processing module corresponding with the service logic parameter instruction is switched in module, wherein, each data processing module
It is corresponding with data process method class；
S22, the interface function in interface object is made carbon copies in the data process method class, realizes the number to data content
According to logical process, wherein, the interface object in the data process method Similar integral data warehouse controller.
Further, the step S21 includes：
The design switching class in data warehouse controller, and write switching function in the switching class；
The interface object, and the interface function in switching function in calling interface object are passed into the switching function
To realize the switching to data process method, and then realize the switching to data processing module.
Further, the data content in the bean files has a polytype, the interface function in the interface object
Parameter be object objects, give polytype data content delivery in bean files to data processing mould by bean objects
Block.
Further, each described data processing module and the data type of processing have one-to-one relationship, described
Step S22 also includes：
Data processing module judged the data type of all data contents in bean files, and pair with the data
The data of processing module corresponding data type carry out corresponding business logic processing.
According to the second aspect of the invention, a kind of data handling system is additionally provided, including：
Memory module, for data content storage to be passed into data warehouse control into bean files, and by bean files
Device processed；
Data warehouse controller, select from multiple data processing modules for data warehouse controller and join with service logic
Data processing module corresponding to number instruction；
Data processing module, for carrying out corresponding business logic processing to the data content in bean files；
Wherein, belong to close coupling relation between bean files and data warehouse controller, the data warehouse controller with
Coupled between each data processing module by unified agreement.
Further, the data warehouse controller, is additionally operable to：
An interface object for being used for data process method, and an interface function defined in the interface object are defined, is passed through
The interface function realizes data process method, wherein, data process method has corresponding relation with data processing module.
Further, the data warehouse controller is specifically used for：
According to the incoming service logic parameter instruction in outside, switched to from multiple data processing modules of coupling with it is described
Data processing module corresponding to service logic parameter instruction, wherein, each data processing module is corresponding with data processing and patrolled
Collect class；
Each described data processing module is specifically used for：
A data process method class is defined, and the interface function in interface is made carbon copies in the data process method class, is come
Realize and the mathematical logic of data content is handled, wherein, the interface in the data process method Similar integral data warehouse controller
Object.
According to the third aspect, there is provided a kind of equipment of data processing method, including：
At least one processor, at least one memory and bus；Wherein,
The processor and memory, mutual communication is completed by the bus；
The memory storage has and by the programmed instruction of the computing device, the processor described program can be called to refer to
Order is able to carry out following method：
Data content storage is passed into data warehouse controller into bean files, and by bean files；
Data warehouse controller is selected at data corresponding with service logic parameter instruction from multiple data processing modules
Module is managed, and corresponding business logic processing is carried out to the data content in bean files by selected data processing module；
Wherein, belong to close coupling relation between bean files and data warehouse controller, the data warehouse controller with
Coupled between each data processing module by unified agreement.
Brief description of the drawings
Fig. 1 is the data processing method flow chart of one embodiment of the invention；
Fig. 2 is that the data handling system of another embodiment of the present invention connects block diagram；
Fig. 3 is that the equipment of the data processing system method of another embodiment of the invention connects block diagram.
Embodiment
With reference to the accompanying drawings and examples, the embodiment of the present invention is described in further detail.Implement below
Example is used to illustrate the present invention, but is not limited to the scope of the present invention.
Referring to Fig. 1, Fig. 1 provides the data processing method of one embodiment of the invention, including：S1, data content is deposited
Store up in bean files, and bean files are passed into data warehouse controller；S2, data warehouse controller is at multiple data
Manage and data processing module corresponding with service logic parameter instruction is selected in module, and pass through selected data processing module pair
Data content in bean files carries out corresponding business logic processing.Wherein, between bean files and data warehouse controller
Belong to close coupling relation, coupling is carried out by unified agreement between the data warehouse controller and each data processing module
Close.
The whole circulation process that data are controlled and handled is, first by the data content storage of processing in need arrive bean
In file, wherein, bean files are an objects of data storage in internal memory, and the bean files then are passed into data warehouse
In controller, it is responsible for selecting corresponding data processing module to carry out the data content in bean files by data warehouse controller
Corresponding business logic processing.Wherein, data warehouse controller is the core during whole data processing circulation, passes through selection
Corresponding data processing module carries out real business processing flow to the data in bean files.In this programme, bean texts
It is direct-coupling relation between part and data warehouse controller, that is, why traditional close coupling relation, this level set
Close coupling relation is counted into, is the letter because being only merely that simple data transfer does not relate to all any data process method
Close coupling relation singly is designed as, the transmission of data can be facilitated.And data warehouse controller and each data processing module it
Between be to be coupled by unified agreement, data warehouse controller can according to the incoming service logic parameter instruction in outside,
Data processing module corresponding to selection is handled the data content in bean files, and each data processing module is corresponding
There is a set of different business logic processing, the unified a variety of data process methods of protocol realization can be passed through.
The present embodiment proposes the design of a set of perfect data control, and data warehouse controller passes through unified association
View is coupled with each data processing module, it can be ensured that all data can be handled according to uniform rules, by number
The unification being abstracted according to processing logic, facilitate the related circulation logic of later maintenance data, improve development process intermediate range
The maintainability of sequence and the scalability of program.
In one embodiment of the invention, pass through between the data warehouse controller and each data processing module
Unified agreement, which carries out coupling, to be included：An interface object for being used for data process method is defined on data warehouse controller, and
An interface function defined in the interface object, data process method is realized by the interface function, wherein, data process method
There is corresponding relation with data processing module.
In order that unified processing logic can be had by obtaining between data warehouse controller and each data processing module, simultaneously
In order to reduce the coupled relation between data warehouse controller and each data processing module, the present embodiment is to pass through Interface design
Mode realize the coupling between data warehouse controller and each data processing module.
Specifically, design one is used for the interface object of data process method on data warehouse controller, in the present embodiment
In, the entitled IDataHander of the interface object of design, and an interface function defined in this interface object, should
Shown in interface function is defined as follows：
pubic viod handleData(Object data)；
Wherein, the entitled handleData of interface function, the parameter of interface function is an object object, in java
Middle object is a basic data type, is the parent of all data types, can be used for carrying any kind of data
Object, so all types of data can be delivered in corresponding data processing module by object objects.
Specific data process method can be realized by the interface function in the interface object of definition, wherein, at data
Reason logical AND data processing module has corresponding relation, and some specific data process method can be corresponding with specific data
Module is managed to be handled.
The mode that interface couples is used in the present embodiment between data warehouse controller and each data processing module for after
What the switching of continuous data process method was laid the groundwork, different data processing modules can be switched by unified switching mode,
So as to reach the purpose that data are managed collectively.
In another embodiment of the present invention, the step S2 includes：S21, joined according to the incoming service logic in outside
Number instruction, data warehouse controller switch to and the service logic parameter instruction pair from multiple data processing modules of coupling
The data processing module answered, wherein, each data processing module is corresponding with data process method class；S22, in the data
The interface function made carbon copies in logic class in interface is handled, to realize the mathematical logic processing to data content, wherein, the data
Handle the interface object in logic Similar integral data warehouse controller.
In specific business processing logic, data warehouse controller receives the service logic parameter incoming from outside and referred to
Order, service logic parameter instruction therein refer to specifically need which kind of business processing done to the data content in bean files.Number
After receiving service logic parameter instruction according to warehouse controller, it is switched to from the data processing module of all couplings and the business
Data processing module corresponding to logic parameter instruction, specific data processing is carried out by the data processing module.
Wherein, data process method class, these data processings are patrolled corresponding to having been all referred in each data processing module
Volume class all inherits the interface object in data warehouse controller, then by making carbon copies in interface object in data process method class
Interface function, to realize the specific logical process to the data content of bean files.
Each data process method is a single business function module, fast in order to facilitate data warehouse controller
Speed switches different processing logics, in the present embodiment, all data process methods is designed as into structure identical function
Module, so the later stage is facilitated to switch over mathematical logic.
For example outside has been passed to a demand to data warehouse controller, by the data Cun Chudao numbers in bean files
According to that in storehouse, then can design a data processing logic class A, corresponding data processing module A, data process method class A are inherited
IDataHander interface objects, the interface in IDataHander interface objects is then made carbon copies in data process method class A
Function handledata, real database purchase logic is finally completed in interface function handledata.
Again for example, by the data Cun Chudao disk files of bean files, then a data process method can be designed
Class B, corresponding data processing module B, data process method class B inherits IDataHander interface objects, then at the data
The interface function handledata made carbon copies in logic class B in IDataHander interface objects is managed, finally in interface function
Real disk file storage logic is completed in handledata.
By the description of above-mentioned two example, it can be found that all data processing modules, which all possess, identical structure,
All it is to be realized in strict accordance with designed interface object and interface function come data process method function corresponding to completing pair
The purpose of the unified management of data.
In one embodiment of the invention, the step S21 includes：The design switching class in data warehouse controller,
And write switching function in the switching class；The interface object is passed into the switching function, and is called in switching function
Interface function in interface object realizes the switching to data process method, and then realizes the switching to data processing module.
During data warehouse controller switches to data processing module, the switching of data processing module is towards taking out
The mode of elephant is come what is be designed, and in the present embodiment, design switching class, switches the entitled of class in data warehouse controller
SwitchUtils, and write a switching function switchDataControl in class SwitchUtils is switched
(IDataHander idataHandler).Wherein, the parameter in switching function is interface object, and the interface pair of previous designs
As if for realizing data process method, therefore, interface object is passed into switching function, that is, has been passed to data process method
Parameter, according to incoming data process method parameter, data warehouse controller is it is known that need which data be switched to
Logic class is handled, namely which data processing module be switched to.Then called in switching function switchDataControl
Interface function handledata in the IDataHander of interface object, so as to realize the calling of data process method.
The present embodiment when being switched over to data processing module, is needed corresponding data process method parameter
In incoming switching function, such as, the incoming data processing logic class name into switching function, and data process method class name and number
There is corresponding relation according to processing module, therefore, data warehouse controller is just able to know that should currently switch to for which data
Processing module.
In another embodiment of the present invention, each described data processing module and the data type of processing have one
One corresponding relation, the step S22 also include：Data type of the data processing module to all data contents in bean files
Judged, and pair carry out business logic processing with the data of the data processing module corresponding data type.
It should be noted that the data content in bean files generally has polytype, due to a data processing module
A type of data can only be handled, therefore, data warehouse controller is delivered in bean files to data processing module to be owned
After the data of data type, data processing module carries out the judgement of data type to all data in bean files, only right
The data for the type that itself can be handled carry out specific business logic processing.
Referring to Fig. 2, for the data handling system of another embodiment of the present invention, including memory module 21, data warehouse control
Device 22 and data processing module 23 processed.
Memory module 21, for data content storage to be passed into data warehouse into bean files, and by bean files
Controller；.
Data warehouse controller 22, it is corresponding with service logic parameter instruction for being selected from multiple data processing modules
Data processing mould.
Data processing module 23, for carrying out corresponding business logic processing to the data content in bean files；Wherein,
Belong to close coupling relation, the data warehouse controller and each data processing between bean files and data warehouse controller
Coupled between module by unified agreement.
The data warehouse controller 22, is additionally operable to：
An interface object for being used for data process method, and an interface function defined in the interface object are defined, is passed through
The interface function realizes data process method, wherein, data process method has corresponding relation with data processing module.
The data warehouse controller 22 is specifically used for：
According to the incoming service logic parameter instruction in outside, switched to from multiple data processing modules of coupling with it is described
Data processing module corresponding to service logic parameter instruction, wherein, each data processing module is corresponding with data processing and patrolled
Collect class；
Each described data processing module 23 is specifically used for：
A data process method class is defined, and the interface function in interface is made carbon copies in the data process method class, is come
Realize and the mathematical logic of data content is handled, wherein, the interface pair in data process method Similar integral data warehouse controller
As.
Fig. 3 shows the structured flowchart of the equipment of the data processing method of the embodiment of the present application.
Reference picture 3, the equipment of data processing method include：Processor (processor) 301, memory (memory) 302
With bus 303；Wherein, the processor 301 and memory 302 complete mutual communication by the bus 303.
The processor 301 is used to call the programmed instruction in the memory 302, to perform above-mentioned each method embodiment
The method provided, such as including：Data content storage is passed into data warehouse control into bean files, and by bean files
Device processed；Data warehouse controller selectes data processing mould corresponding with service logic parameter instruction from multiple data processing modules
Block, and corresponding business logic processing is carried out to the data content in bean files by selected data processing module；Wherein,
Belong to close coupling relation, the data warehouse controller and each data processing between bean files and data warehouse controller
Coupled between module by unified agreement.
The present invention discloses a kind of computer program product, and the computer program product can including being stored in non-transient computer
The computer program in storage medium is read, the computer program includes programmed instruction, when programmed instruction is computer-executed, meter
Calculation machine is able to carry out the data processing method that above-mentioned corresponding embodiment is provided, such as including：Bean is arrived into data content storage
In file, and bean files are passed into data warehouse controller；Data warehouse controller selects from multiple data processing modules
Fixed data processing module corresponding with service logic parameter instruction, and by selected data processing module in bean files
Data content carries out corresponding business logic processing；Wherein, close coupling pass is belonged between bean files and data warehouse controller
System, is coupled between the data warehouse controller and each data processing module by unified agreement.
The present invention also provides a kind of non-transient computer readable storage medium storing program for executing, and the non-transient computer readable storage medium storing program for executing is deposited
Computer instruction is stored up, the computer instruction makes computer perform the data processing method that above-mentioned corresponding embodiment is provided, such as
Including：Data content storage is passed into data warehouse controller into bean files, and by bean files；Data warehouse controls
Device selectes data processing module corresponding with service logic parameter instruction from multiple data processing modules, and passes through selected number
Corresponding business logic processing is carried out to the data content in bean files according to processing module；Wherein, bean files and data bins
Belong to close coupling relation between the controller of storehouse, pass through unification between the data warehouse controller and each data processing module
Agreement coupled.
One of ordinary skill in the art will appreciate that：Realizing all or part of step of above method embodiment can pass through
Programmed instruction related hardware is completed, and foregoing program can be stored in a computer read/write memory medium, the program
Upon execution, the step of execution includes above method embodiment；And foregoing storage medium includes：ROM, RAM, magnetic disc or light
Disk etc. is various can be with the medium of store program codes.
The embodiments such as the equipment of data processing method described above are only schematical, wherein as separating component
The unit of explanation can be or may not be physically separate, can be as the part that unit is shown 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
Need to select some or all of module therein to realize the purpose of this embodiment scheme.Those of ordinary skill in the art are not
In the case of paying performing creative labour, you can to understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
Realized by the mode of software plus required general hardware platform, naturally it is also possible to pass through hardware.Based on such understanding, on
The part that technical scheme substantially in other words contributes to prior art is stated to embody in the form of software product, should
Computer software product can store in a computer-readable storage medium, such as ROM/RAM, magnetic disc, CD, including some fingers
Make to cause a computer equipment (can be personal computer, server, or network equipment etc.) to perform each implementation
Some Part Methods of example or embodiment.
A kind of data processing method and system provided by the invention, will be originally by the design to data warehouse controller
Scattered data processing carries out unified and merger management, and this programme provides entirety by introducing the coupled relation between level first
The design framework of scheme, then, the concrete methods of realizing of data process method and data processing logic switch is introduced respectively, finally
Reach the purpose of design, improve the maintainability and scalability of program.
Finally, the present processes are only preferable embodiment, are not intended to limit the scope of the present invention.It is all
Within the spirit and principles in the present invention, any modification, equivalent substitution and improvements made etc., the protection of the present invention should be included in
Within the scope of.
Claims (10)
- A kind of 1. data processing method, it is characterised in that including：S1, data content storage is passed into data warehouse controller into bean files, and by bean files；S2, data warehouse controller select data processing corresponding with service logic parameter instruction from multiple data processing modules Module, and corresponding business logic processing is carried out to the data content in bean files by selected data processing module；Wherein, belong to close coupling relation between bean files and data warehouse controller, the data warehouse controller with it is each Coupled between individual data processing module by unified agreement.
- 2. data processing method as claimed in claim 1, it is characterised in that the data warehouse controller with each described in Carrying out coupling by unified agreement between data processing module includes：An interface object for being used for data process method is defined on data warehouse controller, and one defined in the interface object Interface function, data process method is realized by the interface function, wherein, data process method and data processing module have pair It should be related to.
- 3. data processing method as claimed in claim 2, it is characterised in that the step S2 includes：S21, according to the incoming service logic parameter instruction in outside, multiple data processing modules of the data warehouse controller from coupling In switch to data processing module corresponding with the service logic parameter instruction, wherein, each data processing module is right There should be data process method class；S22, the interface function in interface object is made carbon copies in the data process method class, realizes and the data of data content is patrolled Processing is collected, wherein, the interface object in the data process method Similar integral data warehouse controller.
- 4. data processing method as claimed in claim 3, it is characterised in that the step S21 includes：The design switching class in data warehouse controller, and write switching function in the switching class；The interface object is passed into the switching function, and the interface function in switching function in calling interface object comes in fact Now to the switching of data process method, and then realize the switching to data processing module.
- 5. data processing method as claimed in claim 4, it is characterised in that the data content in the bean files has a variety of Type, the parameter of the interface function in the interface object is object objects, will be a variety of in bean files by bean objects The data content delivery of type is to data processing module.
- 6. data processing method as claimed in claim 5, it is characterised in that each described data processing module and processing Data type has one-to-one relationship, and the step S22 also includes：Data processing module judged the data type of all data contents in bean files, and pair with the data processing The data of module corresponding data type carry out corresponding business logic processing.
- A kind of 7. data handling system, it is characterised in that including：Memory module, for data content storage to be passed into data warehouse controller into bean files, and by bean files；Data warehouse controller, for being selected from multiple data processing modules at data corresponding with service logic parameter instruction Manage module；Data processing module, for carrying out corresponding business logic processing to the data content in bean files；Wherein, belong to close coupling relation between bean files and data warehouse controller, the data warehouse controller with it is each Coupled between individual data processing module by unified agreement.
- 8. a kind of data handling system as claimed in claim 7, it is characterised in that the data warehouse controller, be additionally operable to：An interface object for being used for data process method, and an interface function defined in the interface object are defined, is connect by this Mouth function realizes data process method, wherein, data process method has corresponding relation with data processing module.
- 9. a kind of data handling system as claimed in claim 8, it is characterised in that the data warehouse control implement body is used In：According to the incoming service logic parameter instruction in outside, switched to from multiple data processing modules of coupling and the business Data processing module corresponding to logic parameter instruction, wherein, each data processing module is corresponding with data process method class；Each described data processing module is specifically used for：A data process method class is defined, and the interface function in interface is made carbon copies in the data process method class, to realize The mathematical logic of data content is handled, wherein, the interface object in the data process method Similar integral data warehouse controller.
- A kind of 10. equipment of data processing method, it is characterised in that including：At least one processor, at least one memory and bus；Wherein,The processor and memory, mutual communication is completed by the bus；The memory storage has can be by the programmed instruction of the computing device, and the processor calls described program instruction energy Enough perform the method as described in claim any one of 1-6.
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| PCT/CN2017/120155 WO2018223678A1 (en) | 2017-06-07 | 2017-12-29 | Data processing method and processing device |
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- 2017-06-07 CN CN201710420830.3A patent/CN107368523B/en active Active
- 2017-12-29 WO PCT/CN2017/120155 patent/WO2018223678A1/en active Application Filing
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2018223678A1 (en) * | 2017-06-07 | 2018-12-13 | 武汉斗鱼网络科技有限公司 | Data processing method and processing device |
| CN113554513A (en) * | 2017-11-28 | 2021-10-26 | 创新先进技术有限公司 | Data processing method, device and system |
| CN113490918A (en) * | 2019-10-29 | 2021-10-08 | 斯诺弗雷克公司 | Calling external functions from a data warehouse |
Also Published As
| Publication number | Publication date |
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| CN107368523B (en) | 2020-05-12 |
| WO2018223678A1 (en) | 2018-12-13 |
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