CN109871383A - A kind of data processing method, device, storage medium and electronic equipment - Google Patents
A kind of data processing method, device, storage medium and electronic equipment Download PDFInfo
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- 238000003860 storage Methods 0.000 title claims abstract description 32
- 238000003672 processing method Methods 0.000 title claims abstract description 16
- 238000012216 screening Methods 0.000 claims abstract description 27
- 238000000034 method Methods 0.000 claims abstract description 15
- 238000012545 processing Methods 0.000 claims description 17
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- 238000004364 calculation method Methods 0.000 claims description 2
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- 210000004369 blood Anatomy 0.000 description 2
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- 230000036760 body temperature Effects 0.000 description 2
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- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 1
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
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Abstract
The invention discloses a kind of data processing method, device, storage medium and electronic equipments.Wherein method includes: the first data for obtaining and being acquired based on data acquisition equipment;First data are stored into non-relational database;The second data are determined from first data or the storing data of the non-relational database based on data screening rule;Second data are stored into relevant database.The embodiment of the present invention solves technological deficiency existing for single type database, meets the different demands of user through the above technical solutions, storing the data of acquisition to relevant database and non-relational database.
Description
Technical field
The present embodiments relate to data processing technique more particularly to a kind of data processing method, device, storage medium and
Electronic equipment.
Background technique
With the continuous development of computer technology, entered big data era, it can be by database purchase mass data, just
In to data analysis and application etc..
Database can generally be divided into relevant database and non-relational database, and storage data quantity is different, store shape
Formula is different, and cuts both ways, wherein non-relational database can store the data of larger data amount, but the data of its storage it
Data data consistency with higher and integrality preceding that transactional relationship is not present, store in relevant database, but not
It is suitable for storing mass data.
Summary of the invention
The embodiment of the present invention provides a kind of data processing method, device, storage medium and electronic equipment, to solve single number
The technical issues of causing according to library.
In a first aspect, the embodiment of the invention provides a kind of data processing methods, this method comprises:
Obtain the first data acquired based on data acquisition equipment;
First data are stored into non-relational database;
It is true from first data or the storing data of the non-relational database based on data screening rule
Fixed second data;
Second data are stored into relevant database.
Second aspect, the embodiment of the invention also provides a kind of data processing equipment, which includes:
First data acquisition module, for obtaining the first data based on data acquisition equipment acquisition;
First data memory module, for storing first data into non-relational database;
Second data determining module, for being based on data screening rule from first data or the non-relational number
According to the second data determining in the storing data in library;
Second data memory module, for storing second data into relevant database.
The third aspect the embodiment of the invention also provides a kind of computer equipment, including memory, processor and is stored in
On memory and the computer program that can run on a processor, the processor realize that the present invention such as appoints when executing described program
The data processing method that embodiment of anticipating provides.
Fourth aspect, the embodiment of the invention also provides a kind of computer readable storage mediums, are stored thereon with computer
Program realizes the data processing method that any embodiment of that present invention provides when the program is executed by processor.
The embodiment of the present invention is stored first data by obtaining the first data acquired based on data acquisition equipment
To in non-relational database, based on data screening rule having deposited from first data or the non-relational database
It stores up and determines the second data in data, second data are stored into relevant database.Through the above technical solutions, will adopt
The data of collection are stored to relevant database and non-relational database, solve technological deficiency existing for single type database,
Meet the different demands of user.
Detailed description of the invention
Fig. 1 is the application scenarios schematic diagram of the embodiment of the present invention;
Fig. 2 is a kind of flow chart for data processing method that the embodiment of the present invention one provides;
Fig. 3 is a kind of flow chart of data processing method provided by Embodiment 2 of the present invention;
Fig. 4 is a kind of structural schematic diagram for data processing equipment that the embodiment of the present invention three provides;
Fig. 5 is the structural schematic diagram for a kind of electronic equipment that the embodiment of the present invention four provides.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
Only the parts related to the present invention are shown in description, attached drawing rather than entire infrastructure.
Illustratively, the application scenarios of the embodiment of the present application, including electronic equipment 101, data are provided referring to Fig. 1, Fig. 1
Acquire equipment 102, relevant database 103 and non-relational database 104, wherein electronic equipment 101 and data acquisition equipment
102 electrical connections, data acquisition equipment 102 is for acquiring data and the data of acquisition being sent to electronic equipment 101, data acquisition
Equipment 102 can be one or more, when data acquisition equipment 102 be at least two when, can be parallel with electronic equipment 101
Electrical connection.Relevant database 103 and non-relational database 104 are electrically connected with electronic equipment 101 respectively, for different
Form stores the data that electronic equipment 101 is sent, wherein relevant database 103 and non-relational database 104 may each be
One or more, relevant database 103 and non-relational database 104, which can be, to be arranged in same server, can be with
It is to be separately positioned on not stopping in server, the present embodiment does not limit this.
Embodiment one
Fig. 2 is the flow chart of a kind of data processing method that the embodiment of the present invention one provides, and the present embodiment is applicable to pair
The case where storage that the data of acquisition carry out, this method can be executed by data processing equipment provided in an embodiment of the present invention,
Specifically comprise the following steps:
The first data that S110, acquisition are acquired based on data acquisition equipment.
S120, first data are stored into non-relational database.
S130, based on data screening rule from first data or the storing data of the non-relational database
Middle the second data of determination.
S140, second data are stored into relevant database.
Wherein, electronic equipment 101 is implemented to receive the acquisition data that data acquisition equipment 102 is sent, data acquisition equipment 102
The data of acquisition can be at least one such as number, character and Chinese character and be composed.Optionally, first data are life
Sign data, correspondingly, data acquisition equipment 102 can be vital sign monitor.Illustratively, vital sign data can be with
It is including but not limited to blood pressure, body temperature, breathing, pulse, blood oxygen concentration etc..
In some embodiments, the first data acquired based on data acquisition equipment are obtained, comprising: receive data acquisition and set
The initial vital sign data is resolved to the first data of reference format by the initial vital sign data that preparation is sent.Wherein,
The initial vital sign data of data acquisition equipment acquisition can be the field combination formed by characters such as number, Chinese character and symbols
It forms, the initial vital sign data of the homogeneous data acquisition equipment acquisition of different data acquisition equipments or different model
Data format can be different, illustratively, the initial vital sign data example of the data acquisition equipment acquisition of a certain type
Such as may is that SH | ^~& | | DOCARE | DATALOG_PC | 10.188.13.155 | DRAGER_MEDIBUS_R | 1.0 |
20180831095018 | ASCII | PID | 1 | exhale 2 in the north of the Changjiang River | 1 | 1 | | 0452 | | OBR | 1 | exhale 2 in north | | 2 | 8 | 20180831095018
|OBX|1|NM|217^VTE|1|522.0|ml|||||FOBX|2|NM|324^VE|1|8.7|l/min|||||F.Optionally, institute
It states initial vital sign data to include at least: data acquisition equipment mark, data acquisition time stamp, data type mark sum number
Value.Wherein, data type mark is for characterizing the type of acquisition data, for example, the data type mark of body temperature can be T, blood
The data type mark of pressure can be BP, and numerical value is the vital sign measurements of user.One initial vital sign data can be with
It is the vital sign data for including a data type, can also be the life entity including two or more data types
Data are levied, it is related to data acquisition equipment, illustratively, when data acquisition equipment is the acquisition equipment of simple function (such as
Blood pressure instrument), the vital sign of a data type is acquired, (the example when data acquisition equipment is comprehensive data acquisition equipment
Such as multifunctional monitoring instrument), the vital sign of multiple data types can be acquired simultaneously.
In the present embodiment, for the ease of the unified storage and management to acquisition data, data acquisition equipment is sent
Data are converted to unified data format, optionally, each data field in the initial vital sign data are read, by institute
The corresponding field position that the data content in each data field is added to standard data format is stated, first data are generated.
Wherein it is possible to be to be identified to determine data acquisition equipment and data according to the data acquisition equipment in initial vital sign data
The primary data format for acquiring devices collect data, determines in initial vital sign data according to initial data acquisition format and continues
The content for taking field and each field forms the first data by the field contents of reading according to the corresponding position of standard data format.
It should be noted that data acquisition equipment carries out the acquisition of initial vital sign data by the frequency of Millisecond, can be by
The initial vital sign data of acquisition is sent to electronic equipment in real time, can also be the initial life with prefixed time interval by acquisition
Life sign data is sent to electronic equipment in real time.
In the present embodiment, the first data that electronic equipment 101 will acquire all are stored into non-relational database,
In, it can be and sequential storage is carried out according to the generation timestamp of the first data.Illustratively, non-relational database can be but
It being not limited to MongoDB, Redis etc., by storing whole vital sign datas of acquisition into non-relational database, being convenient for
The vital sign data of big quantity is stored, guarantees the integrality of data.
In the present embodiment, not only vital sign data is stored to non-relational database, is also stored to relationship type number
According in library, wherein relational data amount refers to by multiple energy database that mutually joining two-dimentional ranks table forms, such as closes
It is that type database can be but not limited to SQL Server, MySQL, Oracle etc..Illustratively, by the life entity of same sufferer
Sign data are stored into same two-dimentional ranks table, improve the consistency of the vital sign data of sufferer, convenient for by this two
Vital sign data in dimension ranks table analyzes the state of an illness of the sufferer.In the present embodiment, can be from the first data or
Data screening is carried out in the storing data of the non-relational database, the second data screened are stored to corresponding two
Tie up ranks table, wherein can be the screening that the characteristic information based on two-dimentional ranks table carries out the second data, such as two-dimentional row
List lattice can be patient information, illustratively, the user A from the first data or the storing data of non-relational database
Vital sign data, store into the two-dimentional ranks table of user A.In the present embodiment, can be by the first data store to
While non-relational database, the second data are screened from the first data and are stored into relevant database;It can also be
First data are stored to non-relational database, screen the second data from the storing data of non-relational database
Into relevant database, data transmission pressure caused by two kinds of database synchronizations store is reduced.
Optionally, based on data screening rule from first data or the storage number of the non-relational database
According to middle the second data of determination, comprising: obtain the first write frequency of relevant database;According to first write frequency and sieve
It selects characteristic information to carry out data screening in first data or the storing data of the non-relational database, obtains
Second data.Wherein, the first write frequency is the frequency that data are written into relevant database, and the first write frequency can
Be it is pre-set, can also be User Status when acquiring with data and change.In some embodiments, when first number
When according to for vital sign data, the first write frequency of relevant database is obtained, comprising: obtain the data acquisition equipment
The state of association user;Determine the first write frequency corresponding with the state of the association user, wherein pre- in electronic equipment
There are the state of association user and the corresponding relationship of the first write frequency.The state of association user can be including but not limited to general
Logical state, severe state and surgical state etc., the state corresponding first that above-mentioned association user is stored in electronic equipment is write
Enter frequency, illustratively, normal state, severe state and corresponding first write frequency of surgical state are sequentially increased, convenient for more
Add the vital sign data for accurately analyzing severe state and surgical state user.
In the present embodiment, screening characteristic information can be association user information, wherein can be the surname of association user information
Name, number or data storage device mark.According to first write frequency and screening characteristic information in first data
Or data screening is carried out in the storing data of the non-relational database, second data are obtained, specifically can be
It is screened in the first data or the storing data of non-relational database based on screening characteristic information and obtains candidate data, and
Acquisition time stamp and the first write frequency based on candidate data further obtain the second data from candidate data, by the second number
According to storing into relevant database.
Optionally, after being stored to the data of acquisition, target database is determined according to user demand, reads number
According to.Illustratively, if the complete total data of user demand, target database is non-relational database, if user demand
The data that consistency is high, relevance is strong, then target database is relevant database.
The technical solution of the present embodiment, by obtaining the first data acquired based on data acquisition equipment, by described first
Data are stored into non-relational database, are based on data screening rule from first data or the non-relational data
The second data are determined in the storing data in library, and second data are stored into relevant database.Pass through above-mentioned technology
The data of acquisition are stored to relevant database and non-relational database, are solved existing for single type database by scheme
Technological deficiency meets the different demands of user.
Embodiment two
Fig. 3 is a kind of schematic diagram of data processing method provided by Embodiment 2 of the present invention, on the basis of above-described embodiment
On carried out scheme optimization, specifically:
S210, the initial vital sign data that data acquisition equipment is sent is received, by the initial vital sign data solution
Analysis is the first data of reference format.
S220, first data are stored into non-relational database.
The state of the association user of S230, the acquisition data acquisition equipment, determining and the association user state phase
Corresponding first write frequency, wherein the state pass corresponding with the first write frequency of association user is prestored in electronic equipment
System.
S240, according to first write frequency and screening characteristic information in first data or described non-relational
Data screening is carried out in the storing data of database, obtains second data.
S250, second data are stored into relevant database.
S260, when reading the storing data in the relevant database, if in the relevant database
When storage data quantity is unsatisfactory for demand, based on the storing data in the non-relational database to the relevant database
Carry out data supplement.
In the present embodiment, it when reading the data in relevant database, determines and has stored number in relevant database
According to data volume, when data volume deficiency, based in non-relational database storing data carry out data supplement.It is optional
, data supplement is carried out to the relevant database based on the storing data in the non-relational database, comprising: root
It is matched according to storing data of the characteristic information to supplementary data in the non-relational database, obtains candidate number
According to;The second write frequency is determined according to the data volume of the candidate data and demand data amount;According to second write frequency
Data to be written are determined with the candidate data;Timestamp based on the data to be written by the data to be written store to
The relevant database.
Wherein, it can be to the characteristic information of supplementary data including following at least one: type, correspondence to supplementary data
User information and acquisition time section.Data screening is carried out in non-relational database based on features described above information, obtains candidate
Data.It is write frequency, the data volume and demand data amount of the second write frequency candidate data that second write frequency, which is greater than first,
It determines, illustratively, can be the ratio-dependent of the data volume of demand data amount and candidate data.It deletes in data to be written
With the duplicate data of storing data, the timestamp according to each data are written into data and are inserted into pass in relevant database
It is to form the associated data for meeting user demand in type database.
Data processing method provided in this embodiment, by the data of acquisition by being respectively stored in after standardization
In relevant database and non-relational database, technological deficiency existing for single type database is solved, meets user not
Same demand.
Embodiment three
Fig. 4 is a kind of result schematic diagram for data processing equipment that the embodiment of the present invention three provides, which includes:
First data acquisition module 310, for obtaining the first data based on data acquisition equipment acquisition;
First data memory module 320, for storing first data into non-relational database;
Second data determining module 330, for being based on data screening rule from first data or the non-relationship
Property database storing data in determine the second data;
Second data memory module 340, for storing second data into relevant database.
Optionally, first data are vital sign data;
Correspondingly, the first data acquisition module 310 includes:
The initial vital sign data that data acquisition equipment is sent is received, the initial vital sign data is resolved into mark
First data of quasiconfiguaration.
Optionally, the initial vital sign data includes at least: data acquisition equipment identifies, data acquisition time stabs,
Data type mark and numerical value;
Correspondingly, the first data acquisition module 310 is specifically used for:
Each data field in the initial vital sign data is read, it will be in the data in each data field
Hold the corresponding field position for being added to standard data format, generates first data.
Optionally, the second data determining module 330, comprising:
First write frequency determination unit, for obtaining the first write frequency of relevant database;
Second data determination unit is used for according to first write frequency and screening characteristic information in first data
Or data screening is carried out in the storing data of the non-relational database, obtain second data.
Optionally, the first write frequency determination unit is used for:
Obtain the state of the association user of the data acquisition equipment;
Determine the first write frequency corresponding with the state of the association user, wherein prestore in electronic equipment related
It is combined the state at family and the corresponding relationship of the first write frequency.
Optionally, described device further include:
Data complementary module, for when reading the storing data in the relevant database, if the relationship type
When storage data quantity in database is unsatisfactory for demand, based on the storing data in the non-relational database to described
Relevant database carries out data supplement.
Optionally, data complementary module is used for:
It is matched, is obtained according to storing data of the characteristic information to supplementary data in the non-relational database
To candidate data;
The second write frequency is determined according to the data volume of the candidate data and demand data amount;
Data to be written are determined according to second write frequency and the candidate data;
Timestamp based on the data to be written stores the data to be written to the relevant database.
Data processing provided by any embodiment of the invention can be performed in data processing equipment provided by the embodiments of the present application
Method has the corresponding functional module of configuration for executing data processing and beneficial effect.
Example IV
Fig. 5 is a kind of structural schematic diagram for calculating equipment that the embodiment of the present invention four provides.Fig. 5, which is shown, to be suitable for being used in fact
The block diagram of the exemplary computer device 12 of existing embodiment of the present invention.The calculating equipment 12 that Fig. 5 is shown is only an example, no
The function and use scope for coping with the embodiment of the present invention bring any restrictions.
As shown in figure 5, calculating equipment 12 may include the electronic equipment with calculation processing power, type may include but not
It is limited to terminal device and server device, wherein terminal device for example can be mobile terminal, PC machine etc., and server device is for example
It can be server or computer cluster etc..The component for calculating equipment 12 can include but is not limited to: one or more processing
Device or processing unit 16, system storage 28 connect different system components (including system storage 28 and processing unit 16)
Bus 18.
Bus 18 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC)
Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
It calculates equipment 12 and typically comprises a variety of computer system readable media.These media can be and any can be counted
Calculate the usable medium that equipment 12 accesses, including volatile and non-volatile media, moveable and immovable medium.
System storage 28 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (RAM) 30 and/or cache memory 32.Calculating equipment 12 may further include other removable/not removable
Dynamic, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 can be used for read and write can not
Mobile, non-volatile magnetic media (Fig. 5 do not show, commonly referred to as " hard disk drive ").Although being not shown in Fig. 5, Ke Yiti
For the disc driver for being read and write to removable non-volatile magnetic disk (such as " floppy disk "), and to moving non-volatile light
The CD drive of disk (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driver
It can be connected by one or more data media interfaces with bus 18.Memory 28 may include that at least one program produces
Product, the program product have one group of (for example, at least one) program module, these program modules are configured to perform of the invention each
The function of embodiment.
Program/utility 40 with one group of (at least one) program module 42 can store in such as memory 28
In, such program module 42 includes --- but being not limited to --- operating system, one or more application program, other programs
It may include the realization of network environment in module and program data, each of these examples or certain combination.Program mould
Block 42 usually executes function and/or method in embodiment described in the invention.
Calculating equipment 12 can also be with one or more external equipment 14 (such as keyboard, sensing equipment, display 24 etc.)
Communication, can also be enabled a user to one or more equipment interact with the calculating equipment 12 communicate, and/or with make the meter
Calculate any equipment (such as network interface card, modem etc.) that equipment 12 can be communicated with one or more of the other calculating equipment
Communication.This communication can be carried out by input/output (I/O) interface 22.Also, calculating equipment 12 can also be suitable by network
Orchestration 20 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network, such as internet)
Communication.As shown, network adapter 20 is communicated by bus 18 with the other modules for calculating equipment 12.Although should be understood that
It is not shown in the figure, other hardware and/or software module can be used in conjunction with equipment 12 is calculated, including but not limited to: microcode is set
Standby driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage system
System etc..
Processing unit 16 may include but be not limited to central processing unit (CPU) and/or image processor (GPU), pass through fortune
The program that row is stored in system storage 28 thereby executing various function application and data processing, such as realizes the application
Any data processing method that inventive embodiments provide: the first data acquired based on data acquisition equipment are obtained;It will be described
First data are stored into non-relational database;Based on data screening rule from first data or described non-relational
The second data are determined in the storing data of database;Second data are stored into relevant database.
Example IV
The embodiment of the present invention four provides a kind of computer readable storage medium, is stored thereon with computer program, the journey
The data processing method provided such as the present application embodiment is provided when sequence is executed by processor: obtaining and is based on data acquisition equipment
First data of acquisition;First data are stored into non-relational database;Based on data screening rule from described
The second data are determined in one data or the storing data of the non-relational database;Second data are stored to pass
It is in type database.
It can be using any combination of one or more computer-readable media.Computer-readable medium can be calculating
Machine readable signal medium or computer readable storage medium.Computer readable storage medium for example can be --- but it is unlimited
In system, device or the device of --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, or any above combination.It calculates
The more specific example (non exhaustive list) of machine readable storage medium storing program for executing includes: electrical connection with one or more conducting wires, just
Taking formula computer disk, hard disk, random access memory (RAM), read-only memory (ROM), erasable type may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In this document, computer readable storage medium can be it is any include or storage journey
The tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including --- but
It is not limited to --- electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be
Any computer-readable medium other than computer readable storage medium, which can send, propagate or
Transmission is for by the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In --- wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.?
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (10)
1. a kind of data processing method characterized by comprising
Obtain the first data acquired based on data acquisition equipment;
First data are stored into non-relational database;
The is determined from first data or the storing data of the non-relational database based on data screening rule
Two data;
Second data are stored into relevant database.
2. the method according to claim 1, wherein first data are vital sign data;Acquisition is based on
First data of data acquisition equipment acquisition, comprising:
The initial vital sign data that data acquisition equipment is sent is received, the initial vital sign data is resolved into reticle
First data of formula.
3. according to the method described in claim 2, it is characterized in that, the initial vital sign data includes at least: data are adopted
Collect device identification, data acquisition time stamp, data type mark and numerical value;
Correspondingly, the initial vital sign data to be resolved to the first data of reference format, comprising:
Each data field in the initial vital sign data is read, the data content in each data field is added
The corresponding field position of standard data format is added to, first data are generated.
4. the method according to claim 1, wherein being based on data screening rule from first data or institute
It states and determines the second data in the storing data of non-relational database, comprising:
Obtain the first write frequency of relevant database;
According to first write frequency and screening characteristic information in first data or the non-relational database
Data screening is carried out in storing data, obtains second data.
5. according to the method described in claim 4, it is characterized in that, being obtained when first data are vital sign data
First write frequency of relevant database, comprising:
Obtain the state of the association user of the data acquisition equipment;
Determine the first write frequency corresponding with the state of the association user, wherein relevant use is prestored in electronic equipment
The corresponding relationship of the state at family and the first write frequency.
6. according to the method described in claim 4, it is characterized in that, the method also includes:
When reading the storing data in the relevant database, if the storage data quantity in the relevant database
When being unsatisfactory for demand, data benefit is carried out to the relevant database based on the storing data in the non-relational database
It fills.
7. according to the method described in claim 6, it is characterized in that, based on the storing data in the non-relational database
Data supplement is carried out to the relevant database, comprising:
It is matched, is waited according to storing data of the characteristic information to supplementary data in the non-relational database
Select data;
The second write frequency is determined according to the data volume of the candidate data and demand data amount;
Data to be written are determined according to second write frequency and the candidate data;
Timestamp based on the data to be written stores the data to be written to the relevant database.
8. a kind of data processing equipment characterized by comprising
First data acquisition module, for obtaining the first data based on data acquisition equipment acquisition;
First data memory module, for storing first data into non-relational database;
Second data determining module, for being based on data screening rule from first data or the non-relational database
Storing data in determine the second data;
Second data memory module, for storing second data into relevant database.
9. a kind of computer equipment including memory, processor and stores the meter that can be run on a memory and on a processor
Calculation machine program, which is characterized in that the processor realizes the side as described in any in claim 1-7 when executing described program
Method.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
The method as described in any in claim 1-7 is realized when execution.
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CN112395312A (en) * | 2019-08-15 | 2021-02-23 | 珠海格力电器股份有限公司 | Data storage and search method and device, computer equipment and storage medium |
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CN113297553A (en) * | 2021-04-19 | 2021-08-24 | 四川华迪信息技术有限公司 | Vital sign data acquisition, management and storage method and system |
CN116204542A (en) * | 2023-04-28 | 2023-06-02 | 广东广宇科技发展有限公司 | Quick reading and writing processing method for database |
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