CN108920335A - A kind of real-time system and method for calculating business datum - Google Patents
A kind of real-time system and method for calculating business datum Download PDFInfo
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- CN108920335A CN108920335A CN201810882840.3A CN201810882840A CN108920335A CN 108920335 A CN108920335 A CN 108920335A CN 201810882840 A CN201810882840 A CN 201810882840A CN 108920335 A CN108920335 A CN 108920335A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/32—Monitoring with visual or acoustical indication of the functioning of the machine
- G06F11/324—Display of status information
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Abstract
The invention discloses a kind of system and method for calculating business datum in real time, are calculated in real time business data flow, and provide in line computation registration, defined function, can carry out the change of calculating business online.Data can not only be carried out with efficient, real-time data to calculate, obtain corresponding result.It can also avoid always calculating magnanimity history resource simultaneously, cause the waste of computing resource.
Description
Technical field
The present invention relates to business datum calculating fields, particularly relate to system and side that one kind calculates business datum in real time
Method.
Background technique
The calculating of associated traffic data is mainly carried out by DB query statement in the prior art.This calculation method is main
There are following defects：
1) it is low to carry out computational efficiency in this manner when there are a large amount of historical datas, real time data can not be provided.
2) it calculates every time and requires that whole from the beginning to carry out the computer resources such as consumption memory, CPU more.
Therefore, the present inventor needs to conceive a kind of new technology to improve its problem.
Summary of the invention
The present invention is intended to provide a kind of system and method for calculating business datum in real time, it can be by business data flow
Being calculated as party in request efficiently provides Realtime Statistics in real time for progress.
In order to solve the above technical problems, the technical scheme is that：
A kind of real-time system for calculating business datum, including：
Data module, for being collected, distributing and storing to business datum；
Computing module, for carrying out logic calculation to business datum；
Using module, for carrying out related displaying and utilization to calculated result；
Data memory module, for for the data module, the computing module and described carrying out data using module
Real-time storage and reading；
Wherein the data module specifically includes：
Data collection module, for collecting business datum that corresponding needs are calculated in real time and forming data source,
Collection mode includes but is not limited to that interface calls and blocker acquisition；
It enables and calculates judging unit, enable data calculating logic for judging whether；
File distributing unit, for data source to be distributed to computing module when enabling data calculating logic；
Distribute confirmation unit, the distribution confirmation message returned for receiving the computing module；
Data buffer storage unit, for caching the data source for distributing out according to data flow, until distribution confirmation form
Member just deletes the data cached in data buffer storage unit after getting distribution confirmation message.
Preferably, the computing module specifically includes：
Registering unit is calculated, for forming different calculating business by registering operation, the registration, which operates, includes but not
It is limited to create, edit and delete；
It calculates definition unit calculating business is described for the grammer by various programming languages or definition, and root
Need to define data calculating logic according to specific calculating business；
It calculates and enables unit, for enabling data calculating logic, file distributing unit just can be by data source after only enabling
It is distributed to computing module；
Calculation execution unit for carrying out the calculating of business datum according to data calculating logic, and calculated result is passed through
The data are stored to be saved into unit, can read corresponding contents by the data memory module in calculating process.
Preferably, described to be specifically included using module：
Diagrammatic representation unit, for externally providing calculated result to exhibition by way of figure, table or API original data
Show；
Information setting unit, for Standard of Monitoring, modes of warning information and specified propelling data to be arranged；
Unit is monitored in real time, for described supervising to the data module, the computing module and/or using module
Control；
Monitoring and early warning unit：For warning information to be sent to phase according to modes of warning information when meeting Standard of Monitoring
Pass personnel；
Timing push unit, for specified propelling data to be pushed to related personnel in the stipulated time.
Preferably, the data memory module supports a variety of storage modes, the storage mode be not limited to local file,
Database, Redis data-storage system.
Preferably, the modes of warning information includes but is not limited to early warning threshold values, early warning people, pre- police's early warning frequency.
A kind of real-time method for calculating business datum, includes the following steps：
Data processing step S1：Business datum is collected, distribute and is stored；
Calculate step S2：Logic calculation is carried out to business datum；
Utilize step S3：Related displaying and utilization are carried out to calculated result；
Data storing steps S4：Carry out the real-time storage and reading of data；
Wherein the data processing step S1 is specifically included：
S11：Collect the business datum that corresponding needs are calculated in real time and form data source, collection mode include but
Interface is not limited to call and blocker acquisition；
S12：Judge whether to enable data calculating logic；
S13：Data source is distributed when enabling data calculating logic；
S14：Receive distribution confirmation message；
S15：The data source for distributing out is cached according to data flow, until just being deleted after getting distribution confirmation message
Except the data of caching.
Preferably, the calculating step S2 is specifically included：
S21：Different calculating business is formed by registering operation, the registration operation includes but is not limited to newly-built, editor
And deletion；
S22：By various programming languages or the grammer of definition, calculating business is described, and is calculated according to specific
Business needs to define data calculating logic；
S23：Enable data calculating logic；
S24：The calculating of business datum is carried out according to data calculating logic, and calculated result is saved.
Preferably, described to be specifically included using step S3：
S31：Calculated result is externally provided to displaying by way of figure, table or API original data；
S32：Standard of Monitoring, modes of warning information and specified propelling data are set；
S33：The data processing step S1-S3 is monitored；
S34：When meeting Standard of Monitoring, warning information is sent to related personnel according to modes of warning information；It will specify
Propelling data is pushed to related personnel in the stipulated time.
Preferably, a variety of storage modes, the storage mode are supported to be not limited to local in the data storing steps S4
File, database, Redis data-storage system.
Preferably, the modes of warning information includes but is not limited to early warning threshold values, early warning people, pre- police's early warning frequency.
By adopting the above technical scheme, the present invention includes at least following beneficial effect：
The real-time system and method for calculating business datum of the present invention, calculate business data flow in real time, and
It provides in line computation registration, defined function, the change of calculating business can be carried out online.Data can not only be carried out efficiently, in real time
Data calculate, obtain corresponding result.It can also avoid always calculating magnanimity history resource simultaneously, cause computing resource
Waste.
Detailed description of the invention
Fig. 1 is the structural schematic diagram of the real-time system for calculating business datum of the present invention；
Fig. 2 is the real-time method flow diagram for calculating business datum of the present invention；
Fig. 3 is early warning flow chart；
Fig. 4 is early warning flow chart.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Embodiment 1
As shown in Figure 1, to meet the system that one kind of the present embodiment calculates business datum in real time, including：
Data module, for being collected, distributing and storing to business datum；
Computing module, for carrying out logic calculation to business datum；
Using module, for carrying out related displaying and utilization to calculated result；
Data memory module, for for the data module, the computing module and described carrying out data using module
Real-time storage and reading；
Wherein the data module specifically includes：
Data collection module, for collecting business datum that corresponding needs are calculated in real time and forming data source,
Collection mode includes but is not limited to that interface calls and blocker acquisition；
It enables and calculates judging unit, enable data calculating logic for judging whether；
File distributing unit, for data source to be distributed to computing module when enabling data calculating logic；
Distribute confirmation unit, the distribution confirmation message returned for receiving the computing module；
Data buffer storage unit, for caching the data source for distributing out according to data flow, until distribution confirmation form
Member just deletes the data cached in data buffer storage unit after getting distribution confirmation message.
Preferably, the computing module specifically includes：
Registering unit is calculated, for forming different calculating business by registering operation, the registration, which operates, includes but not
It is limited to create, edit and delete；
It calculates definition unit calculating business is described for the grammer by various programming languages or definition, and root
Need to define data calculating logic according to specific calculating business；
It calculates and enables unit, for enabling data calculating logic, file distributing unit just can be by data source after only enabling
It is distributed to computing module；
Calculation execution unit for carrying out the calculating of business datum according to data calculating logic, and calculated result is passed through
The data are stored to be saved into unit, can read corresponding contents by the data memory module in calculating process.
Preferably, described to be specifically included using module：
Diagrammatic representation unit, for externally providing calculated result to exhibition by way of figure, table or API original data
Show；
Information setting unit, for Standard of Monitoring, modes of warning information and specified propelling data to be arranged；
Unit is monitored in real time, for described supervising to the data module, the computing module and/or using module
Control；Preferably, the real time monitoring unit includes but is not limited to cache monitoring subelement, calculate monitoring subelement and calculated result
Monitor subelement；The monitoring and early warning unit includes but is not limited to cache early warning subelement, calculate early warning subelement and calculate knot
Fruit early warning subelement.
Monitoring and early warning unit：For warning information to be sent to phase according to modes of warning information when meeting Standard of Monitoring
Pass personnel；
Timing push unit, for specified propelling data to be pushed to related personnel in the stipulated time.
Preferably, the data memory module supports a variety of storage modes, the storage mode be not limited to local file,
Database, Redis data-storage system.
Preferably, the modes of warning information includes but is not limited to early warning threshold values, early warning people, pre- police's early warning frequency.
Embodiment 2
As shown in Fig. 2, including the following steps to meet the method that one kind of the present embodiment calculates business datum in real time：
Data processing step S1：Business datum is collected, distribute and is stored；
Calculate step S2：Logic calculation is carried out to business datum；
Utilize step S3：Related displaying and utilization are carried out to calculated result；
Data storing steps S4：Carry out the real-time storage and reading of data；
Wherein the data processing step S1 is specifically included：
S11：Collect the business datum that corresponding needs are calculated in real time and form data source, collection mode include but
Interface is not limited to call and blocker acquisition；
S12：Judge whether to enable data calculating logic；
S13：Data source is distributed when enabling data calculating logic；
S14：Receive distribution confirmation message；
S15：The data source for distributing out is cached according to data flow, until just being deleted after getting distribution confirmation message
Except the data of caching.
Preferably, the calculating step S2 is specifically included：
S21：Different calculating business is formed by registering operation, the registration operation includes but is not limited to newly-built, editor
And deletion；
S22：By various programming languages or the grammer of definition, calculating business is described, and is calculated according to specific
Business needs to define data calculating logic；
S23：Enable data calculating logic；
S24：The calculating of business datum is carried out according to data calculating logic, and calculated result is saved.
Preferably, described to be specifically included using step S3：
S31：Calculated result is externally provided to displaying by way of figure, table or API original data；
S32：Standard of Monitoring, modes of warning information and specified propelling data are set；
S33：The data processing step S1-S3 is monitored；
S34：When meeting Standard of Monitoring, warning information is sent to related personnel according to modes of warning information；It will specify
Propelling data is pushed to related personnel in the stipulated time.
Preferably, a variety of storage modes, the storage mode are supported to be not limited to local in the data storing steps S4
File, database, Redis data-storage system.
Preferably, the modes of warning information includes but is not limited to early warning threshold values, early warning people, pre- police's early warning frequency.
It is specifically described the present invention below.
The invention mainly comprises：Data processing section, calculating section store mould part using part and data.
One, data processing section：The acquisition of various businesses processing guarantee data is carried out to data, is used, including：
Data collection, data distribution, distribution confirmation, data buffer storage etc.
1. data collection, obtain corresponding needs and carry out the data for calculating business in real time, collection mode includes but unlimited
In：Interface calling, blocker etc..Interface calls：API Calls, RPC such as call, give out information make at the data that will be collected
Data collector is passed to for parameter.Blocker includes：Realize that blocker obtains corresponding method and enters using modes such as note, agencies
Join the data collected as needs and passes to data collector.
2. data distribution, by modes such as interface calling, message queues by data distribution to computing module, for computing module
Carry out relevant calculation.
3. distribution confirmation, data distribution to computing module, computing module correctly gets data, and is calculated, and finishes
After return the result inform distributed tasks complete.
4. data buffer storage, the data for distributing out are cached according to data flow after data distribution, until getting point
Hair confirmation message just deletes data content in caching.
Two, calculating section：It is the administrative unit that data are flowed into industry business logic calculation comprising：It calculates registration, calculate
Definition calculates enabling, executes the parts such as calculating.
1. calculating registration：The auxiliary informations such as title, description are defined for computing module, are easy to understand corresponding calculating business institute
The task and data source of completion and data flow etc..
2. calculating definition：By various programming languages or the grammer of definition, calculating business is described, is allowed to receive
The data arrived are raw material, and as needed then reading data flow calculates current to the historical data on ground according to business needs
Data.Define the internal logic of computing module, i.e. data calculating logic.
It is enabled 3. calculating：Data calculating logic is enabled, only can just be distributed when data distribution after enabling data calculating logic
To computing module.
4. executing calculating：It calculates after enabling, computing module is triggered by data distribution, carry out industry according to the algorithm for calculating definition
Data of being engaged in calculate, and by (data memory module includes but is not limited in calculated result deposit data memory module：Local text
The various data-storage systems such as part, database, Redis), it is saved by data memory module, can also be led in calculating process
It crosses data memory module and reads corresponding contents.
I.e. data module forms data source one by one by data collection, and computing module first passes through registration, definition forms meter
Calculation business, then will calculate business and data source establishes connection, then by data distribution, to form data flow (i.e.：Data from
Data source flows to calculating business).Calculating business executes calculating after receiving data.
Three, part is utilized：Related utilization is carried out to the result calculated in real time comprising：Diagrammatic representation, information are arranged, are real
When monitoring, monitoring and early warning, timing push etc..
1. diagrammatic representation：Calculated result is externally provided to displaying by way of figure, table or API original data.
2. information is arranged：For Standard of Monitoring, modes of warning information and specified propelling data to be arranged；After such as calculating data
Corresponding numerical value, which is higher than, is equal to or less than certain limit value carries out relevant configuration, and reaches after qualifications in which way (such as：
Short message, mail, wechat etc.) notify that relevant people (frequency etc. including notice) is configured.
3. real time monitoring, for being monitored to the data module, the computing module and the utilization module.
Early warning process referring to shown in Fig. 3 and Fig. 4 (including two kinds of processes, herein with no restrictions).Obtain modes of warning information
When disposably obtain all relevant informations, including：Early warning threshold values, early warning people, alarm mode, early warning frequency
4. monitoring and early warning：Calculate storage data reach threshold values in the way of set by monitoring configuration link, frequency it is logical
Know relevant people.
5. timing pushes：Specified data are pushed to related personnel in the stipulated time, push people, push are set before push
Time, push mode etc..
Preferably, the real time monitoring unit includes but is not limited to cache monitoring subelement, calculate monitoring subelement and meter
It calculates result and monitors subelement；The monitoring and early warning unit include but is not limited to cache early warning subelement, calculate early warning subelement and
Calculated result early warning subelement.
Caching monitoring, caching early warning, include that the doomed dead evidence no longer reissued and needs are reissued for monitoring data volume in caching
Live data, doomed dead evidence can cache monitoring when carry out relevant issues processing after distribute manually, i.e., operation maintenance personnel by caching prison
Control, caching early warning are interfered after recognizing data cached abnormal conditions.It calculates monitoring, calculate early warning, for the business of calculating
Consumption resource and calculation amount be monitored, early warning.
Calculated result monitoring and calculated result early warning, for be monitored using module, early warning.
Four, data storage section, for the reading and storage to data in whole process.Various ways are supported in data storage
It (includes but is not limited to：The various data-storage systems such as local file, database, Redis).
It should be noted that：
1. when there are just carry out data distribution when the enabling of corresponding data calculating logic for the data of collection.
2. being calculated in real time after receiving distribution data, normal termination is calculated, and writes the result into Data Data storage
Normal termination is calculated after module, initiates distribution confirmation request.
3. calculate or be written appearance exception in storing process, caching (data being collected into) is written into metadata, in case of
It is subsequent to be reissued.
4. according to rule is reissued before reissuing, test it is data cached whether meet the condition of reissuing (such as：It reissues number, reissue
Time range etc.), as eligible, reissued, otherwise tag cache data avoid repeating to judge.
5. data cached when reaching a certain amount of corresponding to the computing module (including：It reissues, no longer reissue or all etc. more
Kind latitude) carry out corresponding early warning, it is desirable that manpower intervention.
6. monitoring, early warning are divided into：Data, calculating, calculated result are (i.e.：Utilize module).Its distinguish monitoring data, calculating,
Calculated result information, and carry out early warning.Process is similar, and angle is different, those skilled in the art should know, therefore do not go to live in the household of one's in-laws on getting married herein
It states.
The present invention uniformly carries out data collection and data storage.Data collection formed data source, be capable of intuitive and convenient into
Row management, monitoring；The memory channel of data storage offer standard.Collection, the storage of data are largely multiplexed, so that the business of calculating
It only needs to pay close attention to calculate, and reduces the relevant operation to data acquisition and data storage, save cost.By data collection,
Data storage carries out individual packages, convenient for extension, maintenance.Monitoring, early warning are provided just to data source, the health status of computing resource
In maintenance.Data flow is set up between data source also calculating business, data traffic and health condition can be monitored, it is real
When monitoring calculating business and data flow state.Friendly displaying can also be carried out to calculated result, and monitoring, early warning allow calculating to tie
Fruit is fully used.In addition the present invention can also carry out distributed treatment, allow calculating service resources to be shared, be also conducive to scale
Extension.
Calculating business can change online, this is changed to：Include registration (including edit, delete), definition (packet in computing module
Include and redefine), enable (certainly also include deactivate), corresponding change is exactly, deactivated and redefine, then enable again, or
Person directly deactivates (closing corresponding data flow).
In short, the present invention calculates business data flow in real time, and is provided in line computation registration, defined function, it can
The change of calculating business is carried out online.Data can not only be carried out with efficient, real-time data to calculate, obtain corresponding result.Simultaneously
It can also avoid always calculating magnanimity history resource, cause the waste of computing resource.
It should be understood by those skilled in the art that, the embodiment of the present invention can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the present invention, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Although preferred embodiments of the present invention have been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications may be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the scope of the invention.
Claims (10)
1. a kind of system for calculating business datum in real time, which is characterized in that including：
Data module, for being collected, distributing and storing to business datum；
Computing module, for carrying out logic calculation to business datum；
Using module, for carrying out related displaying and utilization to calculated result；
Data memory module, for for the data module, the computing module and it is described utilize module carry out data it is real-time
Storage and reading；
Wherein the data module specifically includes：
Data collection module is collected for collecting business datum that corresponding needs are calculated in real time and forming data source
Mode includes but is not limited to that interface calls and blocker acquisition；
It enables and calculates judging unit, enable data calculating logic for judging whether；
File distributing unit, for data source to be distributed to computing module when enabling data calculating logic；
Distribute confirmation unit, the distribution confirmation message returned for receiving the computing module；
Data buffer storage unit, for caching the data source for distributing out according to data flow, until distribution confirmation unit obtains
The data cached in data buffer storage unit are just deleted after getting distribution confirmation message.
2. the system as described in claim 1 for calculating business datum in real time, which is characterized in that the computing module specifically wraps
It includes：
Registering unit is calculated, for forming different calculating business by registering operation, the registration operation includes but is not limited to
Newly-built, editor and deletion；
It calculates definition unit calculating business is described for the grammer by various programming languages or definition, and according to tool
The calculating business of body needs to define data calculating logic；
It calculates and enables unit, for enabling data calculating logic；
Calculation execution unit, for carrying out the calculating of business datum according to data calculating logic, and by calculated result described in
Data are stored to be saved into unit, can read corresponding contents by the data memory module in calculating process.
3. the system as claimed in claim 1 or 2 for calculating business datum in real time, which is characterized in that described specific using module
Including：
Diagrammatic representation unit, for externally providing calculated result to displaying by way of figure, table or API original data；
Information setting unit, for Standard of Monitoring, modes of warning information and specified propelling data to be arranged；
Unit is monitored in real time, for being monitored to the data module, the computing module and/or the utilization module；
Monitoring and early warning unit：For warning information to be sent to relevant people according to modes of warning information when meeting Standard of Monitoring
Member；
Timing push unit, for specified propelling data to be pushed to related personnel in the stipulated time.
4. the real-time system for calculating business datum a method according to any one of claims 1-3, it is characterised in that：The data store mould
Block supports a variety of storage modes, the storage mode to be not limited to local file, database, Redis data-storage system.
5. the system as claimed in claim 3 for calculating business datum in real time, it is characterised in that：The modes of warning information includes
But it is not limited to early warning threshold values, early warning people, pre- police's early warning frequency.
6. a kind of method for calculating business datum in real time, which is characterized in that include the following steps：
Data processing step S1：Business datum is collected, distribute and is stored；
Calculate step S2：Logic calculation is carried out to business datum；
Utilize step S3：Related displaying and utilization are carried out to calculated result；
Data storing steps S4：Carry out the real-time storage and reading of data；
Wherein the data processing step S1 is specifically included：
S11：It collects the business datum that corresponding needs are calculated in real time and forms data source, collection mode includes but unlimited
It is called in interface and blocker obtains；
S12：Judge whether to enable data calculating logic；
S13：Data source is distributed when enabling data calculating logic；
S14：Receive distribution confirmation message；
S15：The data source for distributing out is cached according to data flow, until just being deleted after getting distribution confirmation message slow
The data deposited.
7. the method as claimed in claim 6 for calculating business datum in real time, which is characterized in that the calculating step S2 is specifically wrapped
It includes：
S21：Different calculating business is formed by registering operation, the registration operation includes but is not limited to create, edit and delete
It removes；
S22：By various programming languages or the grammer of definition, calculating business is described, and calculates business according to specific
Need to define data calculating logic；
S23：Enable data calculating logic；
S24：The calculating of business datum is carried out according to data calculating logic, and calculated result is saved.
8. the method for real-time calculating business datum as claimed in claims 6 or 7, which is characterized in that described to have using step S3
Body includes：
S31：Calculated result is externally provided to displaying by way of figure, table or API original data；
S32：Standard of Monitoring, modes of warning information and specified propelling data are set；
S33：The data processing step S1-S3 is monitored；
S34：When meeting Standard of Monitoring, warning information is sent to related personnel according to modes of warning information；By specified push
Data are pushed to related personnel in the stipulated time.
9. such as the real-time method for calculating business datum as claimed in claim 6 to 8, it is characterised in that：The data storage step
A variety of storage modes, the storage mode are supported to be not limited to local file, database, Redis data-storage system in rapid S4.
10. the method as claimed in claim 8 for calculating business datum in real time, it is characterised in that：The modes of warning packet
Include but be not limited to early warning threshold values, early warning people, pre- police's early warning frequency.
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| CN108230138A (en) * | 2016-12-22 | 2018-06-29 | 上海新飞凡电子商务有限公司 | Real-time credit system |
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Application publication date: 20181130 |