CN105975500A - Data processing method, data statistical system and backstage management system - Google Patents
Data processing method, data statistical system and backstage management system Download PDFInfo
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- CN105975500A CN105975500A CN201610270751.4A CN201610270751A CN105975500A CN 105975500 A CN105975500 A CN 105975500A CN 201610270751 A CN201610270751 A CN 201610270751A CN 105975500 A CN105975500 A CN 105975500A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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Abstract
The invention discloses a data processing method, a data statistical system and a backstage management system. The data processing method comprises the following steps: the data statistical system acquires a statistical rule corresponding to a statistical requirement according to an identifier corresponding to the statistical requirement; the data statistical system acquires data specified by the statistical rule according to the statistical rule; the data statistical system generates a statistical algorithm according to an obtained statistical field and an obtained statistical type; the data statistical system generates statistical results according to the statistical algorithm, a data table to be counted and an ordering rule of the statistical results. According to the technical scheme provided by the embodiment, a developer does not need to alter codes according to the statistical requirement, thus the realization time of the statistical requirement is reduced and the needed cost of the statistical requirement is also reduced.
Description
Technical field
The present invention relates to data statistics field, particularly relate to data processing method, data statistics system and after
Platform management system.
Background technology
Use distribution type file storage data base MongoDB to carry out big data statistics to be mainly according to difference
Statistical demand, the tables of data relevant to statistical demand is added up.To add up the one day commodity in certain store
For as a example by sales volume, it is necessary to the tables of data at commodity sales number place is added up, uses certain
One statistic algorithm obtains statistical result, finally, determines the situation of selling well degree of commodity according to statistical result.
For different statistical demand, statistics needs the statistic algorithm used the most different every time.Therefore, existing
Have in technology and be typically after determining statistical demand, then in code, write statistic algorithm by developer.
Owing to statistical demand becomes according to the demand of user, it is easier change, and changes each time and be required for out
The personnel of sending out revise code, revise each time, are required for re-starting compiling packing, and ratio is relatively time-consuming, causes
The cycle that demand change realizes is longer, meanwhile, also can revise due to the mistake of code and introduce bug, cause demand
That changes is required relatively costly.
Summary of the invention
Present invention is primarily targeted at a kind of data processing method of proposition, data statistics system and backstage pipe
Reason system, it is intended to solve statistical demand in prior art longer for performance period, and statistical demand is relatively costly
Technical problem.
For achieving the above object, a kind of data processing method that the present invention provides, described method includes step；
Data statistics system, according to identifier corresponding to statistical demand, obtains the statistics rule that statistical demand is corresponding
Then；
Data statistics system obtains the data that described statistical rules is specified, wherein, the number that statistical rules is specified
According to including: the ordering rule of tables of data, static fields, measurement type and statistical result to be counted；
Data statistics system, according to the static fields got and measurement type, generates statistic algorithm；
Data statistics system is advised according to the sequence of described statistic algorithm, tables of data to be counted and statistical result
Then, statistical result is generated.
The present invention also proposes a kind of data processing method, and described method includes step；
Background management system receives statistical demand configuring request, wherein, described statistical demand configuring request bag
Include: statistical demand；
Background management system, according to statistical demand configuring request, obtains the number to be counted that statistical demand is corresponding
Ordering rule according to table, static fields, measurement type and statistical result；
Background management system is according to tables of data to be counted, static fields, measurement type and statistical result
Ordering rule, generates statistical rules corresponding to described statistical demand and identifier corresponding to described statistical demand,
Statistic algorithm is generated according to statistical rules for data statistics system.
The present invention also proposes a kind of data statistics system；This system includes:
First acquisition module is used for:
According to the identifier that statistical demand is corresponding, read the statistical rules that described statistical demand is corresponding；
According to described statistical rules, obtaining the data that described statistical rules is specified, wherein, statistical rules refers to
Fixed data include: the sequence rule of tables of data, static fields, measurement type and statistical result to be counted
Then；
First generation module is used for:
According to the static fields got and measurement type, generate statistic algorithm；
According to described statistic algorithm, tables of data to be counted and the ordering rule of statistical result, generate statistics
Result.
Additionally, for achieving the above object, the present invention also proposes a kind of background management system；This system includes:
Second receiver module, is used for receiving statistical demand configuring request, and wherein, described statistical demand configures
Request includes: statistical demand；
Second acquisition module, for according to statistical demand configuring request, what selection statistical demand was corresponding waits to unite
The tables of data of meter, and obtain the ordering rule of static fields, measurement type and statistical result；
Second generation module, for according to tables of data to be counted, static fields, measurement type and statistics
The ordering rule of result, generates statistical rules corresponding to described statistical demand and described statistical demand is corresponding
Identifier, generates statistic algorithm for data statistics system according to statistical rules.
Data processing method, data statistics system and the background management system that the present invention proposes, according to statistics
The identifier that demand is corresponding, obtains the statistical rules that statistical demand is corresponding；Data statistics system obtains statistics
The data that rule is specified, wherein, the data that statistical rules is specified include: tables of data to be counted, statistics
The ordering rule of field, measurement type and statistical result；Data statistics system is according to the statistics word got
Section and measurement type, generate statistic algorithm；Data statistics system is according to statistic algorithm, data to be counted
Table and the ordering rule of statistical result, generate statistical result.The technical scheme that the present embodiment provides is by number
System obtains the statistical rules that statistical demand is corresponding, the data specified according to statistical rules according to statistics, generates
Statistic algorithm and statistical result, data statistics system can generate statistic algorithm and obtain statistical result, no
Need to be revised code by developer according to statistical demand, decrease the time that realizes of statistical demand, and drop
Cost needed for low statistical demand.
Accompanying drawing explanation
Fig. 1 is the hardware architecture diagram of the mobile terminal realizing each embodiment of the present invention；
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1；
The flow chart of the data processing method embodiment one that Fig. 3 provides for the embodiment of the present invention；
The flow chart of the data processing method embodiment three that Fig. 4 provides for the embodiment of the present invention；
The flow chart of the data processing method that Fig. 5 provides for the embodiment of the present invention；
The structural representation of the data statistics system embodiment one that Fig. 6 provides for the embodiment of the present invention；
The structural representation of the data statistics system embodiment three that Fig. 7 provides for the embodiment of the present invention；
The structural representation of the background management system that Fig. 8 provides for the embodiment of the present invention.
The realization of the object of the invention, functional characteristics and advantage will in conjunction with the embodiments, do referring to the drawings further
Explanation.
Detailed description of the invention
Should be appreciated that specific embodiment described herein, only in order to explain the present invention, is not used to limit
Determine the present invention.
The mobile terminal realizing each embodiment of the present invention is described referring now to accompanying drawing.In follow-up description
In, use the suffix being used for representing such as " module ", " parts " or " unit " of element only for having
It is beneficial to the explanation of the present invention, itself does not has specific meaning.Therefore, " module " can mix with " parts "
Close ground to use.
Mobile terminal can be implemented in a variety of manners.Such as, the terminal described in the present invention can include
(individual digital helps for such as mobile phone, smart phone, notebook computer, digit broadcasting receiver, PDA
Reason), PAD (panel computer), PMP (portable media player), the mobile end of guider etc.
The fixed terminal of end and such as numeral TV, desk computer etc..Hereinafter it is assumed that terminal is mobile whole
End.However, it will be understood by those skilled in the art that, in addition to being used in particular for the element of mobile purpose,
Structure according to the embodiment of the present invention can also apply to the terminal of fixed type.
Fig. 1 is the hardware configuration signal of the mobile terminal realizing each embodiment of the present invention.
Mobile terminal 100 can include wireless communication unit 110, A/V (audio/video) input block 120,
User input unit 130, sensing unit 140, output unit 150, memorizer 160, interface unit 170,
Controller 180 and power subsystem 190 etc..Fig. 1 shows the mobile terminal with various assembly, but should
It is understood by, it is not required that implement all assemblies illustrated.Can alternatively implement more or less of group
Part.Will be discussed in more detail below the element of mobile terminal.
Wireless communication unit 110 generally includes one or more assembly, and it allows mobile terminal 100 with wireless
Radio communication between communication system or network.Such as, wireless communication unit can include broadcast reception
Module 111, mobile communication module 112, wireless Internet module 113, short range communication module 114 and position letter
At least one in breath module 115.
Broadcast reception module 111 via broadcast channel from external broadcasting management server receive broadcast singal and/
Or broadcast related information.Broadcast channel can include satellite channel and/or terrestrial channel.Broadcast control services
Device can be to generate and send generation before broadcast singal and/or the server of broadcast related information or reception
Broadcast singal and/or broadcast related information and send it to the server of terminal.Broadcast singal is permissible
Including TV broadcast singal, radio signals, data broadcasting signal etc..And, broadcast singal can
To farther include the broadcast singal combined with TV or radio signals.Broadcast related information can also
There is provided via mobile communications network, and in this case, broadcast related information can be by mobile communication mould
Block 112 receives.Broadcast singal can exist in a variety of manners, and such as, it can be wide with digital multimedia
Broadcast the electronic program guides (EPG) of (DMB), the electronic service guidebooks of digital video broadcast-handheld (DVB-H)
Etc. (ESG) form and exist.Broadcast reception module 111 can be by using various types of broadcast system
System receives signal broadcast.Especially, broadcast reception module 111 can by use such as multimedia broadcasting-
Ground (DMB-T), DMB-satellite (DMB-S), DVB-hand-held (DVB-H),
Forward link media (MediaFLO@) Radio Data System, received terrestrial digital broadcasting integrated service (ISDB-T)
Etc. digit broadcasting system receive digital broadcasting.Broadcast reception module 111 may be constructed such that and is adapted to provide for
The various broadcast systems of broadcast singal and above-mentioned digit broadcasting system.Receive via broadcast reception module 111
Broadcast singal and/or broadcast related information can be stored in memorizer 160 (or other type of storage is situated between
Matter) in.
Mobile communication module 112 send radio signals to base station (such as, access point, node B etc.),
In exterior terminal and server at least one and/or receive from it radio signal.Such radio
Signal can include voice call signal, video calling signal or according to text and/or Multimedia Message
The various types of data sent and/or receive.
Wireless Internet module 113 supports the Wi-Fi (Wireless Internet Access) of mobile terminal.This module can internal or
Externally it is couple to terminal.Wi-Fi (Wireless Internet Access) technology involved by this module can include WLAN (nothing
Line LAN) (Wi-Fi), Wibro (WiMAX), Wimax (worldwide interoperability for microwave access), HSDPA (at a high speed
Downlink packets accesses) etc..
Short range communication module 114 is the module for supporting junction service.Some examples of short-range communication technology
Including bluetoothTM, RF identification (RFID), Infrared Data Association (IrDA), ultra broadband (UWB), purple honeybeeTM
Etc..
Positional information module 115 is the module of positional information for checking or obtain mobile terminal.Position is believed
The typical case of breath module is GPS (global positioning system).According to current technology, GPS module 115 calculates
From the range information of three or more satellites and correct time information and for the Information application calculated
Triangulation, thus according to longitude, latitude and highly accurately calculating three-dimensional current location information.When
Before, use three satellites and by using other one for calculating the method for position and temporal information
Satellite corrects the position and the error of temporal information calculated.Additionally, GPS module 115 can be by real time
Ground Continuous plus current location information calculates velocity information.
A/V input block 120 is used for receiving audio or video signal.A/V input block 120 can include phase
Machine 121 and mike 1220, camera 121 is caught by image in Video Capture pattern or image capture mode
The view data of the static images or video that obtain device acquisition processes.Picture frame after process can show
Show on display unit 151.Picture frame after camera 121 processes can be stored in memorizer 160 (or other
Storage medium) in or be transmitted via wireless communication unit 110, can carry according to the structure of mobile terminal
For two or more cameras 1210.Mike 122 can be known at telephone calling model, logging mode, voice
Other pattern etc. operational mode receives sound (voice data) via mike, and can be by such sound
Sound is processed as voice data.Audio frequency (voice) data after process can turn in the case of telephone calling model
It is changed to be sent to the form output of mobile communication base station via mobile communication module 112.Mike 122 can
Eliminate (or suppression) algorithm with the various types of noises of enforcement and in reception and send audio frequency letter to eliminate (or suppression)
The noise produced during number or interference.
It is mobile to control that user input unit 130 can generate key input data according to the order of user's input
The various operations of terminal.User input unit 130 allows user to input various types of information, and permissible
Including keyboard, metal dome, touch pad (such as, detection due to touched and cause resistance, pressure, electricity
The sensitive component of change held etc.), roller, rocking bar etc..Especially, when touch pad as a layer
When being superimposed upon on display unit 151, touch screen can be formed.
Sensing unit 140 detects the current state of mobile terminal 100, (such as, mobile terminal 100 open or
Closed mode), the position of mobile terminal 100, user is for the contact (that is, touch input) of mobile terminal 100
Presence or absence, the orientation of mobile terminal 100, the acceleration or deceleration of mobile terminal 100 move and direction etc.,
And generate the order or signal being used for controlling the operation of mobile terminal 100.Such as, when mobile terminal 100
When being embodied as sliding-type mobile phone, it is to engage on or off that sensing unit 140 can sense this sliding-type number
Close.It addition, sensing unit 140 can detect whether power subsystem 190 provides electric power or interface unit 170
Whether couple with external device (ED).It is tactile that sensing unit 140 can include that proximity transducer 1410 will combine below
Touch screen this is described.
Interface unit 170 is used as at least one external device (ED) and is connected connecing of can passing through with mobile terminal 100
Mouthful.Such as, external device (ED) can include wired or wireless head-band earphone port, external power source (or battery
Charger) port, wired or wireless FPDP, memory card port, for connect there is identification module
The port of device, audio frequency input/output (I/O) port, video i/o port, ear port etc..Identify mould
Block can be that storage is for verifying that user uses the various information of mobile terminal 100 and can include user
Identification module (UIM), client identification module (SIM), Universal Subscriber identification module (USIM) etc..It addition,
The device (hereinafter referred to as " identifying device ") with identification module can be to take the form of smart card, therefore, knows
Other device can be connected with mobile terminal 100 via port or other attachment means.Interface unit 170 is permissible
For receiving from the input (such as, data message, electric power etc.) of external device (ED) and defeated by receive
Enter to be transferred to the one or more elements in mobile terminal 100 or may be used in mobile terminal and outside
Data are transmitted between device.
It addition, when mobile terminal 100 is connected with external base, interface unit 170 can serve as allowing to lead to
Cross it provide the path of mobile terminal 100 by electric power from base or can serve as allowing to input from base
Various command signals be transferred to the path of mobile terminal by it.Various command signals from base input
Or electric power may serve as identifying whether mobile terminal is accurately fitted within the signal on base.Output is single
Unit 150 be configured to vision, audio frequency and/or tactile manner provide output signal (such as, audio signal,
Video signal, alarm signal, vibration signal etc.).Output unit 150 can include display unit 151,
Dio Output Modules 152, alarm unit 153 etc..
Display unit 151 may be displayed on the information processed in mobile terminal 100.Such as, mobile terminal is worked as
100 when being in telephone calling model, display unit 151 can show and call or other communicate (such as, civilian
This information receiving and transmitting, multimedia file download etc.) relevant user interface (UI) or graphic user interface
(GUI).When mobile terminal 100 is in video calling pattern or image capture mode, display unit 151
Can show capture image and/or the image of reception, illustrate video or image and the UI of correlation function or
GUI etc..
Meanwhile, when display unit 151 and touch pad the most superposed on one another to form touch screen time, aobvious
Show that unit 151 can serve as input equipment and output device.Display unit 151 can include liquid crystal display
(LCD), thin film transistor (TFT) LCD (TFT-LCD), Organic Light Emitting Diode (OLED) display, flexibility show
Show at least one in device, three-dimensional (3D) display etc..Some in these display may be constructed such that
Transparence is to allow user to watch from outside, and this is properly termed as transparent display, typical transparent display
Can for example, TOLED (transparent organic light emitting diode) display etc..According to the specific enforcement wanted
Mode, mobile terminal 100 can include two or more display units (or other display device), such as,
Mobile terminal can include outernal display unit (not shown) and inner display unit (not shown).Touch screen can
For detecting touch input pressure and touch input position and touch input area.
Dio Output Modules 152 can be in call signal at mobile terminal and receive pattern, call mode, note
Time under the isotypes such as record pattern, speech recognition mode, broadcast reception mode, wireless communication unit 110 is connect
Receive or in memorizer 160 storage voice data transducing audio signal and be output as sound.And
And, the audio frequency that dio Output Modules 152 can provide relevant to the specific function of mobile terminal 100 execution is defeated
Go out (such as, call signal receives sound, message sink sound etc.).Dio Output Modules 152 can wrap
Include speaker, buzzer etc..
Alarm unit 153 can provide output to notify event to mobile terminal 100.Typically
Event can include calling reception, message sink, key signals input, touch input etc..Except audio frequency
Or outside video frequency output, alarm unit 153 can provide in a different manner and export sending out with notification event
Raw.Such as, alarm unit 153 can with vibration form provide output, when receive calling, message or
During some other entrance communication (incomingcommunication), alarm unit 153 can provide sense of touch defeated
Go out (that is, vibration) to notify to user.By providing such sense of touch to export, even if in the shifting of user
When mobile phone is in the pocket of user, user also is able to identify the generation of various event.Alarm unit
The output of 153 generations that notification event can also be provided via display unit 151 or dio Output Modules 152.
Memorizer 160 can store the process performed by controller 180 and control the software program etc. of operation
Deng, or can temporarily store oneself through output maybe will export data (such as, telephone directory, message,
Still image, video etc.).And, memorizer 160 can store about when touch is applied to touch screen
The vibration of the various modes of output and the data of audio signal.
Memorizer 160 can include the storage medium of at least one type, described storage medium include flash memory,
Hard disk, multimedia card, card-type memorizer (such as, SD or DX memorizer etc.), random access storage device
(RAM), static random-access memory (SRAM), read only memory (ROM), electrically erasable
Read only memory (EEPROM), programmable read only memory (PROM), magnetic storage, disk, light
Dish etc..And, mobile terminal 100 can be connected the storage function performing memorizer 160 with by network
Network storage device cooperation.
Controller 180 generally controls the overall operation of mobile terminal.Such as, controller 180 performs and voice
Control that call, data communication, video calling etc. are relevant and process.It addition, controller 180 can wrap
Including the multi-media module 1810 for reproducing (or playback) multi-medium data, multi-media module 1810 can construct
In controller 180, or it is so structured that separate with controller 180.Controller 180 can perform pattern
Identifying processing, with the handwriting input performed on the touchscreen or picture are drawn input be identified as character or
Image.
Power subsystem 190 receives external power or internal power under the control of controller 180 and provides behaviour
Make the suitable electric power needed for each element and assembly.
Various embodiment described herein can be to use such as computer software, hardware or its any group
The computer-readable medium closed is implemented.Implementing for hardware, embodiment described herein can pass through
Use application-specific IC (ASIC), digital signal processor (DSP), digital signal processing device
(DSPD), programmable logic device (PLD), field programmable gate array (FPGA), processor, control
Device, microcontroller, microprocessor, it is designed to perform in the electronic unit of function described herein extremely
Few one is implemented, and in some cases, such embodiment can be implemented in controller 180.Right
Implementing in software, the embodiment of such as process or function can perform at least one function or behaviour with permission
The single software module made is implemented.Software code can be by writing with any suitable programming language
Software application (or program) is implemented, and software code can be stored in memorizer 160 and by controlling
Device 180 performs.
So far, oneself is through describing mobile terminal according to its function.Below, for the sake of brevity, will describe
Various types of mobile terminals of such as folded form, board-type, oscillating-type, slide type mobile terminal etc.
In slide type mobile terminal as example.Therefore, the present invention can be applied to any kind of mobile whole
End, and it is not limited to slide type mobile terminal.
As shown in Figure 1 mobile terminal 100 may be constructed such that and utilizes via frame or packet transmission data
The most wired and wireless communication system and satellite-based communication system operate.
The communication system being wherein operable to according to the mobile terminal of the present invention is described referring now to Fig. 2.
Such communication system can use different air interfaces and/or physical layer.Such as, by communication system
The air interface that system uses includes such as frequency division multiple access (FDMA), time division multiple acess (TDMA), CDMA
(CDMA) move lead to UMTS (UMTS) (especially, Long Term Evolution (LTE)), the whole world
Communication system (GSM) etc..As non-limiting example, explained below relates to cdma communication system, but
It is that such teaching is equally applicable to other type of system.
With reference to Fig. 2, cdma wireless communication system can include multiple mobile terminal 100, multiple base station
(BS) 270, base station controller (BSC) 275 and mobile switching centre (MSC) 280.MSC280 is configured to
Interface is formed with Public Switched Telephony Network (PSTN) 290.MSC280 is also structured to and can be via returning
Journey circuit is couple to the BSC275 of base station 270 and forms interface.If the interface that back haul link can be known according to Ganji
In any one construct, described interface includes such as E1/T1, ATM, IP, PPP, frame relay, HDSL,
ADSL or xDSL.It will be appreciated that system as shown in Figure 2 can include multiple BSC2750.
Each BS270 can service one or more subregion (or region), by multidirectional antenna or sensing certain party
To antenna cover each subregion radially away from BS270.Or, each subregion can be by for dividing
Two or more antennas that collection receives cover.Each BS270 may be constructed such that support multiple frequencies distribution,
And the distribution of each frequency has specific frequency spectrum (such as, 1.25MHz, 5MHz etc.).
Intersecting that subregion and frequency are distributed can be referred to as CDMA Channel.BS270 can also be referred to as base station
Transceiver subsystem (BTS) or other equivalent terms.In this case, term " base station " can be used
In broadly representing single BSC275 and at least one BS270.Base station can also be referred to as " cellular station ".
Or, each subregion of specific BS270 can be referred to as multiple cellular station.
As shown in Figure 2, broadcast singal is sent in system the shifting operated by broadcsting transmitter (BT) 295
Dynamic terminal 100.Broadcast reception module 111 is arranged on mobile terminal 100 and sentences reception as shown in Figure 1
The broadcast singal sent by BT295.In fig. 2 it is shown that several global positioning systems (GPS) satellite 300.
Satellite 300 helps to position at least one in multiple mobile terminals 100.
In fig. 2, depict multiple satellite 300, it is understood that be, it is possible to use any number of defend
Star obtains useful location information.GPS module 115 is generally configured to and satellite 300 as shown in Figure 1
Coordinate the location information wanted with acquisition.Substitute GPS tracking technique or outside GPS tracking technique, can
To use other technology of the position that can follow the tracks of mobile terminal.It addition, at least one gps satellite 300 can
Optionally or additionally to process satellite dmb transmission.
As a typical operation of wireless communication system, BS270 receives from various mobile terminals 100
Reverse link signal.Mobile terminal 100 generally participates in call, information receiving and transmitting communicates with other type of.Special
The each reverse link signal determining base station 270 reception is processed in specific BS270.The data obtained
It is forwarded to the BSC275 being correlated with.BSC provides call resource distribution and the soft handover included between BS270
The mobile management function of the coordination of process.The data received also are routed to MSC280 by BSC275, its
Extra route service for forming interface with PSTN290 is provided.Similarly, PSTN290 with
MSC280 forms interface, MSC Yu BSC275 forms interface, and BSC275 correspondingly controls BS270
Forward link signals to be sent to mobile terminal 100.
Based on above-mentioned mobile terminal hardware configuration and communication system, each embodiment of the inventive method is proposed.
The flow chart of the data processing method embodiment one that Fig. 3 provides for the embodiment of the present invention, as it is shown on figure 3,
First embodiment of the invention proposes a kind of data processing method, specifically includes following steps:
Step 101, data statistics system, according to identifier corresponding to statistical demand, obtain statistical demand corresponding
Statistical rules.
In the present embodiment, illustrate as a example by the scene downloading application carries out big data statistics,
In this scene, what statistical demand was corresponding is the hits that application is downloaded and the successful number applying download.First
First, the hits that data statistics system is downloaded according to application from background management system and becoming that application is downloaded
The identifier that merit number is corresponding, reads the statistical rules that this statistical demand is corresponding, and wherein, statistical rules is used for
Limit the statistic algorithm that statistical demand is corresponding.
Concrete, data statistics system is according to identifier corresponding to statistical demand, from background management system
Obtain corresponding statistical rules.
Step 102, data statistics system obtain the data that statistical rules is specified.
Wherein, the data that statistical rules is specified include: tables of data to be counted, static fields, statistics class
Type and the ordering rule of statistical result.
Wherein, tables of data to be counted refers to download click volume and the successful number phase of application download with applying
The content such as tables of data closed, alternatively, including data table data to be counted can be number to be counted
Title according to table, it is also possible to for other mark, as long as number to be counted can uniquely be obtained according to mark
The most permissible according to table.Static fields refers to application download hits in this example and application is downloaded successfully
Number；Measurement type refers to add up in this example, and the ordering rule of statistical result refers to download point
Hit several accumulated values and carry out inverted order arrangement.
Alternatively, measurement type can also extract for maximum, minima extraction, arithmetic mean number, several
What average or median, or can also be set to existing not have according to the extension of statistical demand
Type.
Alternatively, tables of data to be counted determines with specific reference to statistical demand, different statistical demand pair
The tables of data to be counted answered is different, if statistical demand downloads click volume for application, the most to be counted
Tables of data is the tables of data that application downloads that click volume is corresponding, if statistical demand is for downloading application type, then treats
The tables of data of statistics is to download the tables of data that user type is corresponding.Static fields is to come really according to statistical demand
Fixed.The corresponding different static fields of different statistical demand, if statistical demand is the click volume that application is downloaded,
Then static fields is the click volume that application is downloaded, if statistical demand is for downloading application type, then static fields
For downloading application type.Measurement type determines with specific reference to statistical demand, and different statistical demand is corresponding
Different measurement types, such as, if statistical demand is the click volume that application is downloaded, then measurement type is tired
Adding, if statistical demand is the average that click volume is downloaded in application, then measurement type is for averaging.Statistics knot
The ordering rule of fruit can be the arrangement of statistical result ascending order, descending or other kinds of arrangement side
Formula.
Step 103, data statistics system, according to the static fields got and measurement type, generate statistics and calculate
Method.
Concrete, statistic algorithm is actually the function using static fields as parameter, data statistics system
Using the static fields that obtains as the input parameter of statistic algorithm, and static fields is advised according to measurement type
Fixed operation generates statistic algorithm, and with static fields for downloading the click volume of application, measurement type is cumulative
As a example by illustrate, the statistic algorithm of generation is x1+x2+…+xn, wherein, xiFor representing the download of i-th day
The input parameter of the click volume of application.
Step 104, data statistics system are according to statistic algorithm, tables of data to be counted and the row of statistical result
Sequence rule, generates statistical result.
Concrete, tables of data to be counted as the input of statistic algorithm, is substituted into system by data statistics system
In calculating method, and generate final statistical result according to the ordering rule of statistical result.
The data processing method that the present embodiment provides, according to the identifier that statistical demand is corresponding, obtains statistics
The statistical rules that demand is corresponding；Data statistics system obtains the data that statistical rules is specified, wherein, statistics
The data that rule is specified include: tables of data, static fields, measurement type and statistical result to be counted
Ordering rule；Data statistics system, according to the static fields got and measurement type, generates statistic algorithm；
Data statistics system, according to statistic algorithm, tables of data to be counted and the ordering rule of statistical result, generates
Statistical result.It is corresponding that the technical scheme that the present embodiment provides obtains statistical demand by data statistics system
Statistical rules, the data specified according to statistical rules, generate statistic algorithm and statistical result, data statistics
System can generate statistic algorithm and obtain statistical result, it is not necessary to repaiied according to statistical demand by developer
Change code, decrease the time that realizes of statistical demand, and reduce cost needed for statistical demand.
Further, on the basis of the technical scheme of above-described embodiment, in embodiment two, step 101
The most further comprising the steps of:
Described data statistics system sends and calls statistical demand request, for background management system according to calling
Statistical demand is asked, and returns the identifier that statistical demand is corresponding.
Described data statistics system receives the identifier that statistical demand is corresponding.
Wherein, the identifier that a statistical demand is corresponding, say, that different statistical demand pair
The identifier answered is different.
It addition, in the present embodiment, after step 103, also include:
Data statistics system sends the statistic algorithm generated, for background management system test statistics algorithm.
Concrete, the statistic algorithm generated that sends of data statistics system is to send with the form of script,
Background management system can also be calculated according to the statistics that the script preview data statistical system of statistic algorithm generates
Method.
Further, the flow chart of the data processing method embodiment three that Fig. 4 provides for the embodiment of the present invention,
As shown in Figure 4, on the basis of the technical scheme of above-described embodiment, the data provided in embodiment three
In processing method, step 104 specifically includes following two step:
Tables of data to be counted is processed by step 201, data statistics system according to statistic algorithm, generates
Initial statistical result.
Concrete, tables of data to be counted is processed by data statistics system according to statistic algorithm, obtains
Have not gone through the initial statistical result of arrangement.
Step 202, data statistics system are according to the ordering rule of statistical result, to initial statistical result again
Arrangement, generates statistical result.
Further, on the basis of the technical scheme of above-described embodiment, in embodiment four, step 104
The most also include:
Data statistics system send statistical result, with realize background management system statistical result is presented to use
Family.
In the present embodiment, data statistics system is by being sent to background management system by statistical result, permissible
Allow user see statistical result from background management system, and formulate ensuing plan according to statistical result.
The present invention further provides a kind of data processing method, be that the embodiment of the present invention carries with reference to Fig. 5, Fig. 5
The flow chart of the data processing method of confession, as it is shown in figure 5, the data processing method tool that the present embodiment provides
Body comprises the following steps:
Step 301, background management system receive statistical demand configuring request.
Wherein, statistical demand configuring request includes: statistical demand.
Concrete, that a statistical demand is a corresponding statistical demand configuring request, different statistical demand
Corresponding statistical demand configuring request is different.
In the present embodiment, illustrate as a example by the scene downloading application carries out big data statistics,
In this scene, what statistical demand was corresponding is the hits that application is downloaded and the successful number applying download.
Step 302, background management system, according to statistical demand configuring request, obtain corresponding the treating of statistical demand
The ordering rule of tables of data, static fields, measurement type and the statistical result of statistics.
Concrete, background management system selects number to be counted according to statistical demand from data statistics system
According to table.In the present embodiment row illustrated example, tables of data to be counted refers to and applies download click volume
The contents such as the tables of data relevant with the successful number that application is downloaded.
Wherein, tables of data to be counted determines with specific reference to statistical demand, and different statistical demand is corresponding
Tables of data to be counted be different, if statistical demand for application download click volume, number the most to be counted
It is the tables of data that application downloads that click volume is corresponding according to table, if statistical demand is for downloading application type, then waits to unite
The tables of data of meter is to download the tables of data that user type is corresponding.
Concrete, static fields, the ordering rule of measurement type and statistical result is all according to reality by user
Border needs input.In the present embodiment institute illustrated example, application that static fields refers to download hits and
Application is downloaded and is successfully counted；Measurement type refers to add up, and the ordering rule of statistical result refers to download point
Hit several accumulated values and carry out Bit-reversed.
Wherein, static fields is to determine according to statistical demand.The corresponding different system of different statistical demand
Meter field, if statistical demand is the click volume that application is downloaded, then static fields is the click volume that application is downloaded,
If statistical demand is for downloading application type, then static fields is for downloading application type.The concrete root of measurement type
Demand determines according to statistics, the corresponding different measurement type of different statistical demand, such as, if statistics needs
Seek the click volume downloaded for application, then measurement type is cumulative, if statistical demand downloads click volume for application
Average, then measurement type is for averaging.The ordering rule of statistical result can be statistical result ascending order
Arrangement, descending or other kinds of arrangement mode, algorithmic rule is not formulated by the present invention
Data deformity further limits.
Alternatively, measurement type can also extract for maximum, minima extraction, arithmetic mean number, several
What average or median, or can also be set to existing not have according to the extension of statistical demand
Algorithm.
Step 303, background management system are according to tables of data to be counted, static fields, measurement type and system
The ordering rule of statistical result, generates statistical rules corresponding to statistical demand and mark corresponding to statistical demand
Symbol, generates statistic algorithm for data statistics system according to statistical rules.
Concrete, statistical rules corresponding to statistical demand is actually by tables of data to be counted, statistics word
The ordering rule of section, measurement type and statistical result exists as parametric form.
Wherein, the identifier that statistical demand is corresponding statistical rules is corresponding with statistical demand is stored in backstage pipe
In the memorizer of reason system.
The data processing method that the present invention provides receives statistical demand configuring request by background management system,
Wherein, statistical demand configuring request includes: statistical demand；Background management system configures according to statistical demand
Request, obtains tables of data to be counted corresponding to statistical demand, static fields, measurement type and statistics knot
The ordering rule of fruit；Background management system according to tables of data to be counted, static fields, measurement type and
The ordering rule of system statistical result, generates statistical rules corresponding to statistical demand and mark corresponding to statistical demand
Know symbol, generate statistic algorithm for data statistics system according to statistical rules.At data in the present embodiment
Reason method, background management system selects tables of data to be counted, static fields, statistics according to statistical demand
The ordering rule of type and statistical result constitutes algorithmic rule, to realize data statistics system according to backstage pipe
The algorithmic rule that reason system generates obtains statistic algorithm.The technical scheme that the present invention provides passes through back-stage management
System is according to statistical demand configuring request, it is thus achieved that the statistical rules corresponding with statistical demand, unites for data
Meter systems generates statistic algorithm according to statistical rules, it is not necessary to developer revises according to statistical demand every time
Code, decreases the time that realizes of statistical demand, and reduces cost needed for statistical demand.
Further, on the basis of the technical scheme of above-described embodiment one, provide in embodiment two
Data processing method, also includes:
Background management system receives statistical demand request of calling, and according to calling statistical demand request, sends
The identifier that statistical demand is corresponding.
It addition, the data processing method that the present embodiment provides also includes: background management system receives data system
The statistic algorithm that meter systems sends, and test this statistic algorithm.
It addition, the data processing method that the present embodiment provides also includes: background management system receives data system
The statistical result that meter systems generates, presents to user by statistical result.
In the present embodiment, background management system, can by accepting the statistical result that data statistics system generates
To allow user see statistical result from background management system, and formulate ensuing plan according to statistical result.
In conjunction with the data processing method with data statistics system as executive agent with background management system it is
The data processing method of executive agent, the data process side of the embodiment that the further instruction present invention proposes
Method, first, background management system receives statistical demand configuring request, according to statistical demand configuring request,
Obtain the row of statistical demand corresponding tables of data to be counted, static fields, measurement type and statistical result
Sequence rule；According to the ordering rule of tables of data to be counted, static fields, measurement type and statistical result,
Generating statistical rules corresponding to statistical demand and identifier corresponding to statistical demand, background management system receives
Call statistical demand request, and according to calling statistical demand request, sending statistics to data statistics system needs
Seeking corresponding identifier, data statistics system receives the identifier that statistical demand is corresponding；According to statistical demand
Corresponding identifier obtains the statistical rules that statistical demand is corresponding；According to statistical rules, obtain statistical rules
The data specified, according to the static fields got and measurement type, generate statistic algorithm；According to generation
Statistic algorithm, tables of data to be counted and the ordering rule of statistical result, generate statistical result, and will
The statistic algorithm generated and statistical result are sent to background management system, and background management system test statistics is calculated
Method, and user is presented in statistical result.
The present invention further provides a kind of data statistics system, be that the embodiment of the present invention carries with reference to Fig. 6, Fig. 6
The structural representation of the data statistics system of confession, the data statistics system that the present invention provides includes: first obtains
Delivery block 401 and the first generation module 402.Wherein,
First acquisition module 401, for the identifier corresponding according to statistical demand, reads statistical demand corresponding
Statistical rules.First acquisition module 403, for obtaining the data that statistical rules is specified, wherein, statistics
The data that rule is specified include: tables of data, static fields, measurement type and statistical result to be counted
Ordering rule.First generation module 404, for according to the static fields got and measurement type, generates
Statistic algorithm.It is additionally operable to according to statistic algorithm, tables of data to be counted and the ordering rule of statistical result,
Generate statistical result.
The data statistics system that the present embodiment provides uses the data processing method of Fig. 3, and it realizes principle class
Seemingly, do not repeat them here.
The first acquisition module that the data statistics system that the present embodiment provides includes is corresponding according to statistical demand
Identifier, obtains the statistical rules that statistical demand is corresponding；First acquisition module obtains what statistical rules was specified
Data, wherein, the data that statistical rules is specified include: tables of data to be counted, static fields, statistics
Type and the ordering rule of statistical result.First generation module is according to the static fields got and statistics class
Type, generates statistic algorithm.And according to statistic algorithm, tables of data to be counted and the statistical result generated
Ordering rule, generates statistical result.The technical scheme that the present embodiment provides, is read by data statistics system
Take the statistical rules that statistical demand is corresponding, the data specified according to statistical rules, generate statistic algorithm and system
Meter result, data statistics system can obtain statistical result oneself to generate statistic algorithm, it is not necessary to by developing
Personnel revise code according to statistical demand, decrease the time that realizes of statistical demand, and reduce statistics need
Seek required cost.
Further, on the basis of the technical scheme of above-described embodiment, in embodiment two, the present invention
The data statistics system provided, also includes: the first sending module and the first receiver module.Wherein,
First sending module calls statistical demand request for transmission, for background management system according to calling
Statistical demand is asked, and sends the identifier that statistical demand is corresponding.
First receiver module is for receiving the identifier that statistical demand is corresponding.
In the present embodiment, the first sending module is specifically additionally operable to send the statistic algorithm generated, for rear
Platform management system test statistic algorithm.
Further, the structure of the data statistics system embodiment three that Fig. 7 provides for the embodiment of the present invention is shown
It is intended to, as it is shown in fig. 7, on the basis of the technical scheme of above-described embodiment two, in embodiment three,
First generation module 402 includes the first signal generating unit 4021 and the second signal generating unit 4022.Wherein,
First signal generating unit 4021, at according to the statistic algorithm generated to tables of data to be counted
Reason, generates initial statistical result；Second signal generating unit 4022, for the ordering rule according to statistical result,
Initial statistical result is rearranged, generates statistical result.
It addition, in the present embodiment, the first sending module is additionally operable to send statistical result, to realize backstage
Statistical result is presented to user by management system.
The present invention further provides a kind of background management system, be that the embodiment of the present invention carries with reference to Fig. 8, Fig. 8
The structural representation of the background management system of confession, the background management system that the present invention provides includes: second connects
Receive module the 501, second acquisition module 502 and the second generation module 503.
Second receiver module 501, is used for receiving statistical demand configuring request, and wherein, statistical demand configuration please
Ask and include: statistical demand；Second acquisition module 502, for according to statistical demand configuring request, selects system
The tables of data to be counted that meter demand is corresponding, and obtain the row of static fields, measurement type and statistical result
Sequence rule；Second generation module 503, for according to tables of data to be counted, static fields, measurement type
And the ordering rule of system statistical result, generate statistical rules corresponding to statistical demand and statistical demand is corresponding
Identifier, generates statistic algorithm for data statistics system according to statistical rules.
The background management system that the present embodiment provides uses the data processing method of Fig. 5, and it realizes principle class
Seemingly, do not repeat them here.
In the background management system that the present invention provides, the second receiver module receives statistical demand configuring request, the
Two acquisition modules, according to statistical demand configuring request, select the tables of data to be counted that statistical demand is corresponding,
And obtain the ordering rule of static fields, measurement type and statistical result；Second generation module is united according to waiting
The tables of data of meter, static fields, measurement type and the ordering rule of system statistical result, generate statistical demand
Corresponding statistical rules and identifier corresponding to statistical demand, for data statistics system according to statistical rules
Generate statistic algorithm.Background management system in the present embodiment selects data to be counted according to statistical demand
The ordering rule of table, static fields, measurement type and statistical result constitutes algorithmic rule, to realize data
The algorithmic rule that statistical system generates according to background management system obtains statistic algorithm.The skill that the present invention provides
Art scheme background management system is by according to statistical demand configuring request, it is thus achieved that the system corresponding with statistical demand
Meter rule, generates statistic algorithm for data statistics system according to statistical rules, it is not necessary to developer is every
Secondary according to statistical demand amendment code, decrease the time that realizes of statistical demand, and reduce statistical demand
Required cost.
Further, on the basis of the technical scheme of above-described embodiment, in embodiment two, the present invention
The background management system provided also includes: the second sending module.
In the present embodiment, the second receiver module is additionally operable to reception and calls statistical demand request；Second sends
Module is specifically for according to calling statistical demand request, sending the identifier that statistical demand is corresponding.
In the present embodiment, background management system also includes: test module.Second receiver module is specifically used
In receiving the statistic algorithm that data statistics system sends；Test module is specifically for test statistics algorithm.
It addition, the second receiver module is specifically additionally operable to receive the statistical result that data statistics system generates, will
User is presented in statistical result.
It should be noted that in this article, term " include ", " comprising " or its any other variant
Be intended to comprising of nonexcludability so that include the process of a series of key element, method, article or
Person's device not only includes those key elements, but also includes other key elements being not expressly set out, or also
Including the key element intrinsic for this process, method, article or device.In the feelings not having more restriction
Under condition, statement " including ... " key element limited, it is not excluded that include this key element process,
Method, article or device there is also other identical element.
The invention described above embodiment sequence number, just to describing, does not represent the quality of embodiment.
Through the above description of the embodiments, those skilled in the art is it can be understood that arrive above-mentioned
Embodiment method can add the mode of required general hardware platform by software and realize, naturally it is also possible to logical
Cross hardware, but a lot of in the case of the former is more preferably embodiment.Based on such understanding, the present invention's
The part that prior art is contributed by technical scheme the most in other words can be with the form body of software product
Revealing to come, this computer software product is stored in a storage medium (such as ROM/RAM, magnetic disc, light
Dish) in, including some instructions with so that a station terminal equipment (can be mobile phone, computer, service
Device, air-conditioner, or the network equipment etc.) perform the method described in each embodiment of the present invention.
These are only the preferred embodiments of the present invention, not thereby limit the scope of the claims of the present invention, every
Utilize equivalent structure or equivalence flow process conversion that description of the invention and accompanying drawing content made, or directly or
Connect and be used in other relevant technical fields, be the most in like manner included in the scope of patent protection of the present invention.
Claims (10)
1. a data processing method, it is characterised in that described method includes step:
Data statistics system, according to identifier corresponding to statistical demand, obtains the statistics rule that statistical demand is corresponding
Then；
Data statistics system obtains the data that described statistical rules is specified, wherein, the number that statistical rules is specified
According to including: the ordering rule of tables of data, static fields, measurement type and statistical result to be counted；
Data statistics system, according to the static fields got and measurement type, generates statistic algorithm；
Data statistics system is advised according to the sequence of described statistic algorithm, tables of data to be counted and statistical result
Then, statistical result is generated.
Method the most according to claim 1, it is characterised in that described data statistics system is according to system
The identifier that meter demand is corresponding, before obtaining the statistical rules that statistical demand is corresponding, also includes:
Described data statistics system sends and calls statistical demand request, for background management system according to described
Call statistical demand request, return the identifier that statistical demand is corresponding；
Described data statistics system receives the identifier that statistical demand is corresponding.
Method the most according to claim 1 and 2, it is characterised in that described data statistics system root
Algorithm, tables of data to be counted and the ordering rule of statistical result according to statistics, generates statistical result, including:
Tables of data to be counted is calculated by described data statistics system according to statistic algorithm, generates initial statistical
Result；
Initial statistical result, according to the ordering rule of statistical result, is resequenced by described data statistics system,
Generate statistical result.
4. a data processing method, it is characterised in that described method includes step:
Background management system receives statistical demand configuring request, wherein, described statistical demand configuring request bag
Include: statistical demand；
Background management system, according to statistical demand configuring request, obtains the number to be counted that statistical demand is corresponding
Ordering rule according to table, static fields, measurement type and statistical result；
Background management system is according to tables of data to be counted, static fields, measurement type and statistical result
Ordering rule, generates statistical rules corresponding to described statistical demand and identifier corresponding to described statistical demand,
Statistic algorithm is generated according to statistical rules for data statistics system.
Method the most according to claim 4, it is characterised in that also include:
Background management system receives statistical demand request of calling, and calls statistical demand request according to described,
Send the identifier that statistical demand is corresponding.
6. a data statistics system, it is characterised in that including:
First acquisition module is used for:
According to the identifier that statistical demand is corresponding, read the statistical rules that described statistical demand is corresponding；
According to described statistical rules, obtaining the data that described statistical rules is specified, wherein, statistical rules refers to
Fixed data include: the sequence rule of tables of data, static fields, measurement type and statistical result to be counted
Then；
First generation module is used for:
According to the static fields got and measurement type, generate statistic algorithm；
According to described statistic algorithm, tables of data to be counted and the ordering rule of statistical result, generate statistics
Result.
System the most according to claim 6, it is characterised in that also include:
First sending module, calls statistical demand request for transmission, for background management system according to institute
State and call statistical demand request, return the identifier that statistical demand is corresponding；
First receiver module, for receiving the identifier that statistical demand is corresponding.
8. according to the system described in claim 6 or 7, it is characterised in that the first generation module includes:
First signal generating unit and the second signal generating unit,
Described first signal generating unit, for tables of data to be counted being calculated according to the statistic algorithm generated,
Generate initial statistical result；
Described second signal generating unit, for the ordering rule according to statistical result, to initial statistical result weight
New sort, generates statistical result.
9. a background management system, it is characterised in that including:
Second receiver module, is used for receiving statistical demand configuring request, and wherein, described statistical demand configures
Request includes: statistical demand；
Second acquisition module, for according to statistical demand configuring request, what selection statistical demand was corresponding waits to unite
The tables of data of meter, and obtain the ordering rule of static fields, measurement type and statistical result；
Second generation module, for according to tables of data to be counted, static fields, measurement type and statistics
The ordering rule of result, generates statistical rules corresponding to described statistical demand and described statistical demand is corresponding
Identifier, generates statistic algorithm for data statistics system according to statistical rules.
System the most according to claim 9, it is characterised in that also include: the second sending module；
Described second receiver module is additionally operable to reception and calls statistical demand request；
Described second sending module, specifically for calling statistical demand request described in basis, sends statistical demand
Corresponding identifier.
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