CN109885690A - A kind of method for detecting of data variation, device, electronic equipment and storage medium - Google Patents
A kind of method for detecting of data variation, device, electronic equipment and storage medium Download PDFInfo
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Abstract
The present invention relates to big data technical fields, and in particular to method for detecting, device, electronic equipment and the storage medium of the data variation in a kind of big data processing platform, the method comprise the steps that generating new functional module and new dictionary table corresponding thereto；After new functional module accesses network service platform, the new dictionary table is synchronized in the current dictionary table of the network service platform；Obtain the current dictionary table, and original dictionary table in the network service platform is compared with the current dictionary table, judge the information that whether there is new functional module in the current dictionary table, the information of new functional module, then send notification information to data analyst if it exists.The data of new functional module can be gone to obtain in time the invention enables data analyst, it is effectively prevented from the case where leading to loss of data because obtaining not in time generation, it is effectively guaranteed the timeliness of analysis, will further increase the business experience of the network user.
Description
Technical field
The present invention relates to big data technical fields, and in particular to a kind of method for detecting of data variation, a kind of data variation
Arrangement for detecting and a kind of computer readable storage medium for the method for detecting for being stored with above-mentioned data variation.
Background technique
With the fast development of network technology, the utilization rate of network service platform is also higher and higher, and the network user usually can
It is movable that information interchange and selective purchase etc. are carried out using network service platform；And the supplier of network service platform generally can be by industry
Business administrative staff and data analyst etc. are constituted；Wherein, service management personnel can be according to the operation of the functional module in platform
Situation or the demand of the network user, are adjusted the functional module of network service platform；And data analyst then can be to net
The data of each functional module are analyzed in network service platform, and give the data after analysis to service management personnel；So that
Service management personnel can more clearly get the case where each functional module.
In the daily operation of network service platform, service management personnel usually can because of the demand of the network user or other
Reason needs to increase on network service platform some new functional modules；And in the prior art, when network service platform is built
After having found a new functional module, notification data personnel can't be analyzed in time；Therefore it data analyst and is unaware of new
New functional module presence, usually can until service management personnel propose need to analyze new function system data when
It waits, just can be appreciated that the data analyzed are not synchronized to system, cause the loss of data, therefore it causes
The timeliness of analysis is very poor, service management personnel can not the state in time to new functional module judge and adjust, into
Ground is influenced the business experience of the network user by one step.
Summary of the invention
To overcome drawbacks described above, the purpose of the present invention, which is to provide, a kind of can will have new function in network service platform
The information of module access notifies the method, apparatus and storage medium of data analyst in time.
The purpose of the present invention is achieved through the following technical solutions:
The present invention is a kind of method for detecting of data variation, comprising:
Generate new functional module and new dictionary table corresponding thereto；
After new functional module accesses network service platform, the new dictionary table is synchronized to the network service platform
Current dictionary table in；
Obtain the current dictionary table, and by the original dictionary table and the current dictionary table in the network service platform
It is compared, judges the information that whether there is new functional module in the current dictionary table, if it exists new functional module
Information then sends notification information to data analyst.
In the present invention, it whether there is the information of new functional module in the judgement current dictionary table further include:
The information of new functional module if it does not exist, then statistics obtained the current dictionary table to the moment now from last time
Duration, judges whether the duration reaches scheduled time interval, if reaching, continues to obtain the current dictionary table, if not reaching
Arrive, then continue to count from last time obtain the current dictionary table to the moment now duration.
In the present invention, include: before the transmission notification information to data analyst
The current dictionary table is replaced and is stored to original dictionary table, using as the network service platform
In new original dictionary table.
In the present invention, described dictionary table original in the network service platform is compared judgement with new dictionary table to be
It is no that there are new functional modules to include:
Judge the new information not having in the new dictionary table with the presence or absence of original dictionary table, if it exists original dictionary table
The new information not had, then be defined as that there are new functional modules.
It is in the present invention, described to send notification information to data analyst further include:
The content for extracting and identifying the new information obtains the new functional module institute according to the content of the new information
Corresponding classification information, and the information of corresponding data analyst is found according to the classification information, further according to the number
Notification information is sent to the data analyst according to the information of analysis personnel.
In the present invention, include: after the transmission notification information to data analyst
Data analyst gets the information of new functional module from the network service platform, and to new function
The information of module is analyzed to obtain module analysis data.
The present invention is a kind of arrangement for detecting of data variation, comprising:
Functional module establishes unit, and the functional module establishes unit for generating new functional module and corresponding thereto
The new dictionary table answered；
New dictionary table synchronization unit, the new dictionary table synchronization unit are used for flat in new functional module access network service
After platform, the new dictionary table is synchronized in the current dictionary table of the network service platform；
Dictionary table comparing unit, the dictionary table comparing unit is connected with the new dictionary table synchronization unit, for obtaining
The current dictionary table is taken, and original dictionary table in the network service platform is compared with the current dictionary table,
Judge the information that whether there is new functional module in the current dictionary table, the information of new functional module, then drive if it exists
Dynamic notification unit；
Notification unit, the notification unit are connected with the dictionary table comparing unit, for sending out to data analyst
Send notification information.
In the present invention, described device further include:
Dictionary table storage unit, the dictionary table storage unit are connected with the dictionary table comparing unit, are used for institute
It states current dictionary table and original dictionary table is replaced and is stored, using as new original word in the network service platform
Allusion quotation table；
Background data base, the background data base is connected to the functional module, and to establish unit synchronous with the new dictionary table
Between unit, stored for new dictionary table to new functional module and corresponding thereto.
The present invention is a kind of electronic equipment, and the electronic equipment includes:
Processor；
Memory is stored with computer-readable instruction on the memory, and the computer-readable instruction is by the processing
When device executes, the method for detecting of data variation as described above is realized.
The present invention is a kind of computer readable storage medium, is stored thereon with computer program, the computer program quilt
When processor executes, the method for detecting of data variation as described above is realized.
The present invention can will include that the new dictionary table of new functional module is determined after establishing a new functional module
Shi Gengxin is into database, and after new functional module accesses network service platform, by new dictionary table and network service platform
Original dictionary table be compared, the message for whether having new functional module to be accessed in network service platform obtained, and is notified
Data analyst enables data analyst to go to obtain the data of new functional module in time, is effectively prevented from because obtaining
The case where leading to loss of data not in time generation is taken, the timeliness of analysis is effectively guaranteed, will further increase net
The business experience of network user.
Detailed description of the invention
The present invention is described in detail by following preferred embodiments and attached drawing for ease of explanation,.
Fig. 1 is the workflow schematic diagram of method for detecting one embodiment of data variation of the present invention；
Fig. 2 is the workflow schematic diagram of another embodiment of the method for detecting of data variation of the present invention；
Fig. 3 is the logical construction schematic diagram of one embodiment of the arrangement for detecting of data variation of the present invention；
Fig. 4 is the logical construction schematic diagram of another embodiment of the detecting new equipment of data variation of the present invention.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further described.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and do not have to
It is of the invention in limiting.
In the description of the present invention, it is to be understood that, term " center ", " longitudinal direction ", " transverse direction ", " length ", " width ",
" thickness ", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outside", " up time
The orientation or positional relationship of the instructions such as needle ", " counterclockwise " is to be based on the orientation or positional relationship shown in the drawings, and is merely for convenience of
The description present invention and simplified description, rather than the device or element of indication or suggestion meaning must have a particular orientation, with spy
Fixed orientation construction and operation, therefore be not considered as limiting the invention.In addition, term " first ", " second " are only used for
Purpose is described, relative importance is not understood to indicate or imply or implicitly indicates the quantity of indicated technical characteristic.
" first " is defined as a result, the feature of " second " can explicitly or implicitly include one or more feature.?
In description of the invention, the meaning of " plurality " is two or more, unless otherwise specifically defined.
In the description of the present invention, it should be noted that unless otherwise clearly defined and limited, term " installation ", " phase
Even ", " connection " shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or be integrally connected.It can
To be mechanical connection, it is also possible to be electrically connected.It can be directly connected, can also can be indirectly connected through an intermediary
The interaction relationship of connection or two elements inside two elements.It for the ordinary skill in the art, can be with
The concrete meaning of above-mentioned term in the present invention is understood as the case may be.
It is specifically described below with method for detecting of the one embodiment to a kind of data variation of the invention, please refers to figure
1 comprising:
S101. new functional module and new dictionary table are generated
Generate new functional module and new dictionary table corresponding thereto；When service management personnel are in certain data point
On the basis of analysis, when preparing newly some upper one new function of Implement of Function Module, a new function is developed by Product Development Team
Energy module, and by the storage of the data of the new functional module into database；Such as: service management personnel need to obtain login system
In station address information, then need first to develop one for analyzing station address information by Product Development Team
Functional module；After having developed functional module, the data of its module are stored into database；When a new functional module quilt
After foundation, the new dictionary table with the new functional module can be automatically generated；Wherein, dictionary table can be with table, view, field etc.
Form is showed, and it includes have information corresponding with the functional module；After new functional module is established, back-end data
The new functional module and corresponding new dictionary table can be carried out storage waiting and be linked into network service platform by library.
S102. new dictionary table is synchronized in current dictionary table
After the new functional module in background data base accesses network service platform, the new dictionary table is synchronized to institute
It states in the current dictionary table of network service platform.
S103. the information of new functional module is judged whether there is
Obtain the current dictionary table, and by the original dictionary table and the current dictionary table in the network service platform
It is compared, wherein original dictionary table was dictionary table of the network service platform at a upper moment；Judge the current dictionary
The information that whether there is new functional module in table, by the way that current dictionary table to be compared with original dictionary table, judgement is current
It is whether distinct between original dictionary table in dictionary table, it distinguishes if it exists, then it represents that there are new in current dictionary table
Functional module information.
S104. notification information is sent to data analyst
The information of new functional module if it exists is sent out then by modes such as mail, short message or phones to data analyst
Notification information is sent, has new functional module access to inform data analyst in network service platform.In the present embodiment,
The communication modes of data analyst to carry out typing in advance, can be automatically according to pre- when there are the information of new functional module
The communication modes of first typing notify data analyst.
Since the dictionary table data volume in database is comparatively small, can all be carried out in environment such as exploitation, test, productions
Deployment, in order to find the variation of the functional module in network service platform in advance, makes data analyst carry out reply in advance
Strategy reduces production and operation risk, reduces data requirements and circulates the time.
In order to which preferably the present invention will be described, the detecing to a kind of data variation of the invention with one embodiment below
Survey method is specifically described, referring to Fig. 2, comprising:
S201. new functional module and new dictionary table are generated
Generate new functional module and new dictionary table corresponding thereto；When service management personnel are in certain data point
On the basis of analysis, when preparing newly some upper one new function of Implement of Function Module, a new function is developed by Product Development Team
Energy module, and by the storage of the data of the new functional module into database；Such as: service management personnel need to obtain login system
In station address information, then need first to develop one for analyzing station address information by Product Development Team
Functional module；After having developed functional module, the data of its module are stored into database；When a new functional module quilt
After foundation, the new dictionary table with the new functional module can be automatically generated；Wherein, dictionary table can be with table, view, field etc.
Form is showed, and it includes have information corresponding with the functional module；After new functional module is established, back-end data
The new functional module and corresponding new dictionary table can be carried out storage waiting and be linked into network service platform by library.
S202. new dictionary table is synchronized in current dictionary table
After the new functional module in background data base accesses network service platform, the new dictionary table is synchronized to institute
It states in the current dictionary table of network service platform.
S203. the information of new functional module is judged whether there is
The current dictionary table at network service platform current time is periodically obtained, and will be original in the network service platform
Dictionary table is compared with the current dictionary table, wherein original dictionary table is that network service platform was deposited at a upper moment
The dictionary table of storage；Judge in the current dictionary table whether there is new functional module information, by by current dictionary table with
Original dictionary table is compared；Wherein, judge whether distinct between original dictionary table in current dictionary table specifically: sentence
Break the new information not having in the new dictionary table with the presence or absence of original dictionary table, and original dictionary table does not have if it exists
New information, then be defined as that there are new functional modules.For example, there are the information of A, B, C functional module in original dictionary table, and
There are the information of A, B, C, D functional module in current dictionary table, by by current dictionary table compared with original dictionary table after, obtain
The information for the D functional module not having into current dictionary table containing original dictionary table shows that current network service is flat
There is new functional module access in platform.
S204. judge whether the duration reaches scheduled time interval
Statistics was obtained the current dictionary table to the moment now from last time by the information of new functional module if it does not exist
Duration, judges whether the duration reaches scheduled time interval, if reaching, continues step S203. and judges whether there is
The information of new functional module, if not up to, continue to count from last time obtain the current dictionary table to the moment now when
It is long.
S205. original dictionary table is replaced and is stored
The current dictionary table is replaced and is deposited to original dictionary table by the information of new functional module if it exists
Storage, using as new original dictionary table in the network service platform.
S206. the information of corresponding data analyst is found
The content for extracting and identifying the new information obtains the new functional module institute according to the content of the new information
Corresponding classification information, and find according to the classification information information of corresponding data analyst；In actual operation
In the process, there can be the case where different types of functional module can be analyzed by different data analysts；Therefore this implementation
In example, the communication modes of data analyst are first subjected to preparatory typing, and by the information of each group of data analysis personnel with it is all kinds of
Functional module corresponded to, if the corresponding data analyst of A class functional module is a, B class functional module corresponding data point
Analysis personnel are b, and the type by obtaining functional module can be accurately obtained the information of corresponding data analyst, just
In faster and more accurately notifying corresponding data analyst.
S207. notification information is sent to data analyst
According to the information of the data analyst, then by modes such as mail, short message or phones, to data analyst
Notification information is sent, has new functional module access to inform data analyst in network service platform.
S208. module analysis data are obtained
It, will be from the network service after data analyst has new functional module access in learning network service platform
The information of new functional module is got in platform, and the information of new functional module is analyzed to obtain module analysis number
According to.Obtained module analysis data are sent to service management personnel again, service management personnel will be according to the module analysis number
It is judged that whether needing to add new functional module, deleting existing functional module or being adjusted to existing functional module.
It is specifically described below with arrangement for detecting of the one embodiment to a kind of data variation of the invention, please refers to figure
3 comprising:
Functional module establishes unit 101, the functional module establish unit 101 for generate new functional module and with
Its corresponding new dictionary table；After a new functional module is established, it can automatically generate with the new functional module
New dictionary table；Wherein, dictionary table can be showed in the form of table, view, field etc., opposite with the functional module it includes having
The information answered；Functional module establishes functional module new generated in unit 101 and new dictionary table corresponding thereto in quilt
It is stored in after foundation in background data base 102:
New dictionary table synchronization unit 103, the new dictionary table synchronization unit 103 establish unit 101 with the functional module
It is connected, for after new functional module accesses network service platform, new dictionary table to be synchronized to the network service platform
Current dictionary table in；
Dictionary table comparing unit 104, the dictionary table comparing unit 104 are connected with the new dictionary table synchronization unit 103
It connects, for obtaining the current dictionary table, and by the original dictionary table and the current dictionary table in the network service platform
It is compared, judges the information that whether there is new functional module in the current dictionary table, if it exists new functional module
Information then drives notification unit 105；Judge the new information not having in the new dictionary table with the presence or absence of original dictionary table,
The new information that original dictionary table does not have if it exists, then be defined as that there are new functional modules；
Notification unit 105, the notification unit 105 are connected with the dictionary table comparing unit 104, for dividing to data
Analysis personnel send notification information；It specifically can be sent to data analyst and be notified by modes such as mail, short message or phones
Information has new functional module access to inform data analyst in network service platform.
Please refer to Fig. 4, device of the present invention further include:
Dictionary table storage unit 106, the dictionary table storage unit 106 are connected with the dictionary table comparing unit 104,
For the current dictionary table in network service platform to be replaced and store to original dictionary table, using as described
New original dictionary table in network service platform；
Background data base 102, the background data base 102 are connected to the functional module and establish unit 101 and described new
Between dictionary table synchronization unit 103, be set to the outside of network service platform, for the new functional module to new production with
And new dictionary table corresponding thereto is stored, and is temporarily deposited before accessing network service platform for new functional module
Storage.
Involved module can be realized by way of software in the present embodiment, can also by way of hardware come
It realizes, described module also can be set in the processor.Wherein, the title of these modules is not constituted under certain conditions
Restriction to the unit itself.
The present invention can be a kind of electronic equipment, and the electronic equipment includes:
Processor；
Memory is stored with computer-readable instruction on the memory, and the computer-readable instruction is by the processing
When device executes, the method for detecting of data variation as described above is realized.
As on the other hand, present invention also provides a kind of computer-readable medium, which be can be
Included in electronic equipment described in above-described embodiment；It is also possible to individualism, and without in the supplying electronic equipment.
Above-mentioned computer-readable medium carries one or more program, when the electronics is set by one for said one or multiple programs
When standby execution, so that the electronic equipment realizes the method for detecting such as above-mentioned data variation as described in the examples.
The present invention can also be a kind of computer readable storage medium, be stored thereon with computer program, the computer
When program is executed by processor, the method for detecting of data variation as described above is realized.For example, the present embodiment includes a kind of calculating
Machine program product comprising carry computer program on a computer-readable medium, which includes for executing
The program code of method shown in above method process.
It should be noted that computer-readable medium shown in the present invention can be computer-readable signal media or meter
Calculation machine readable storage medium storing program for executing either the two any combination.Computer readable storage medium for example can be --- but not
Be limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.Meter
The more specific example of calculation machine readable storage medium storing program for executing can include but is not limited to: have the electrical connection, just of one or more conducting wires
Taking formula computer disk, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In the present invention, computer readable storage medium can be it is any include or storage journey
The tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.And at this
In invention, computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.Include on computer-readable medium
Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc. are above-mentioned
Any appropriate combination.
In the description of this specification, reference term " embodiment ", " some embodiments ", " schematically implementation
The description of mode ", " example ", " specific example " or " some examples " etc. means embodiment or example is combined to describe specific
Feature, structure, material or feature are contained at least one embodiment or example of the invention.In the present specification, right
The schematic representation of above-mentioned term is not necessarily referring to identical embodiment or example.Moreover, the specific features of description, knot
Structure, material or feature can be combined in any suitable manner in any one or more embodiments or example.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Made any modifications, equivalent replacements, and improvements etc., should all be included in the protection scope of the present invention within mind and principle.
Claims (10)
1. a kind of method for detecting of data variation characterized by comprising
Generate new functional module and new dictionary table corresponding thereto；
After new functional module accesses network service platform, the new dictionary table is synchronized to working as the network service platform
In preceding dictionary table；
The current dictionary table is obtained, and original dictionary table in the network service platform is carried out with the current dictionary table
Compare, judge the information that whether there is new functional module in the current dictionary table, if it exists the information of new functional module,
Then notification information is sent to data analyst.
2. the method for detecting of data variation according to claim 1, which is characterized in that the judgement current dictionary table
In whether there is new functional module information further include:
The information of new functional module if it does not exist, then count from last time obtain the current dictionary table to the moment now when
It is long, judge whether the duration reaches scheduled time interval, if reaching, continues to obtain the current dictionary table, if not up to,
Then continue to count from last time obtain the current dictionary table to the moment now duration.
3. the method for detecting of data variation according to claim 2, which is characterized in that described to be sent to data analyst
Include: before notification information
The current dictionary table is replaced and is stored to original dictionary table, using as new in the network service platform
Original dictionary table.
4. the method for detecting of data variation according to claim 3, which is characterized in that described by the network service platform
In original dictionary table be compared with new dictionary table and judge whether there is new functional module and include:
Judge the new information not having in the new dictionary table with the presence or absence of original dictionary table, original dictionary table institute is not if it exists
The new information having, then be defined as that there are new functional modules.
5. the method for detecting of data variation according to claim 4, which is characterized in that described to be sent to data analyst
Notification information further include:
The content for extracting and identifying the new information, the new functional module is obtained according to the content of the new information corresponding to
Classification information, and the information of corresponding data analyst is found according to the classification information, further according to the data point
The information of analysis personnel sends notification information to the data analyst.
6. the method for detecting of data variation according to claim 5, which is characterized in that described to be sent to data analyst
Include: after notification information
Data analyst gets the information of new functional module from the network service platform, and to new functional module
Information analyzed to obtain module analysis data.
7. a kind of arrangement for detecting of data variation characterized by comprising
Functional module establishes unit, and the functional module establishes unit for generating new functional module and corresponding thereto
New dictionary table；
New dictionary table synchronization unit, the new dictionary table synchronization unit are used to access network service platform in new functional module
Afterwards, the new dictionary table is synchronized in the current dictionary table of the network service platform；
Dictionary table comparing unit, the dictionary table comparing unit is connected with the new dictionary table synchronization unit, for obtaining
Current dictionary table is stated, and original dictionary table in the network service platform is compared with the current dictionary table, is judged
It whether there is the information of new functional module in the current dictionary table, if it exists the information of new functional module, then driving is logical
Know unit；
Notification unit, the notification unit are connected with the dictionary table comparing unit, logical for sending to data analyst
Know information.
8. the arrangement for detecting of data variation according to claim 5, which is characterized in that described device further include:
Dictionary table storage unit, the dictionary table storage unit are connected with the dictionary table comparing unit, for working as by described in
Preceding dictionary table is replaced and stores to original dictionary table, using as new original dictionary in the network service platform
Table；
Background data base, the background data base are connected to the functional module and establish unit and the new dictionary table synchronization unit
Between, it is stored for new dictionary table to new functional module and corresponding thereto.
9. a kind of electronic equipment, which is characterized in that the electronic equipment includes:
Processor；
Memory is stored with computer-readable instruction on the memory, and the computer-readable instruction is held by the processor
When row, the method for detecting such as data variation as claimed in any one of claims 1 to 6 is realized.
10. a kind of computer readable storage medium, which is characterized in that be stored thereon with computer program, the computer program
When being executed by processor, the method for detecting such as data variation as claimed in any one of claims 1 to 6 is realized.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112612801A (en) * | 2020-12-17 | 2021-04-06 | 平安普惠企业管理有限公司 | Supersonics database-based data statistical method and device and storage medium |
| CN117155978A (en) * | 2023-10-31 | 2023-12-01 | 山东弘毅节能服务有限公司 | Intelligent campus management system based on artificial intelligence |
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