CN109345189A - A kind of data managing method, relevant apparatus and computer readable storage medium - Google Patents

A kind of data managing method, relevant apparatus and computer readable storage medium Download PDF

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Publication number
CN109345189A
CN109345189A CN201810973249.9A CN201810973249A CN109345189A CN 109345189 A CN109345189 A CN 109345189A CN 201810973249 A CN201810973249 A CN 201810973249A CN 109345189 A CN109345189 A CN 109345189A
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CN
China
Prior art keywords
data
window
timestamp
user
identity information
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Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
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CN201810973249.9A
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Chinese (zh)
Inventor
常舒超
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Zhongxing Flying Mdt Infotech Ltd
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Zhongxing Flying Mdt Infotech Ltd
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Priority to CN201810973249.9A priority Critical patent/CN109345189A/en
Publication of CN109345189A publication Critical patent/CN109345189A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation, e.g. computer aided management of electronic mail or groupware; Time management, e.g. calendars, reminders, meetings or time accounting
    • G06Q10/103Workflow collaboration or project management
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/30Creation or generation of source code
    • G06F8/34Graphical or visual programming

Abstract

The present embodiments relate to field of communication technology, a kind of data managing method, relevant apparatus and computer readable storage medium are disclosed.In the present invention, data are obtained, wherein include the identity information of user in data;Corresponding timestamp when determining data by each process;The corresponding relationship of the identity information of user in data, timestamp and process is stored in data structure;It is placed data into matched window according to data structure, wherein window is for being managed data.When carrying out time imparting to data, available data flow passes through timestamp corresponding when each process, and corresponding timestamp is saved in data structure when by by each process, is managed convenient for window according to the multiple timestamps saved in data structure.

Description

A kind of data managing method, relevant apparatus and computer readable storage medium
Technical field
The present embodiments relate to field of communication technology, in particular to a kind of data managing method, relevant apparatus and calculating Machine readable storage medium storing program for executing.
Background technique
When carrying out window management based on stream data engine, window has been related to three kinds to the realization of data management Concept of time: Time To Event (time that data event occurs), the window processing time, (data event was by stream data engine The time of middle window calculation module calculation processing) and system intake time (time that data enter stream processing system), and Programming initial stage, setting concept of time are only one of above-mentioned three conception of species, then go according to determining concept of time The time is assigned to the data in each data flow.
At least there are the following problems in the prior art for inventor's discovery: the time of data assigns more solid in the prior art Fixed, window also can only carry out data management using the time that data uniquely assign, for example, being in the concept of time for determining data flow Time To Event, then window can only use the time uniquely determined in every data when carrying out data processing It goes to carry out data processing, to limit the way to manage of window.
Summary of the invention
Embodiment of the present invention is designed to provide a kind of data managing method, relevant apparatus and computer-readable storage Medium permits a determination that timestamp corresponding when data flow through arbitrary procedure, more according to corresponding to data convenient for window A timestamp is managed.
In order to solve the above technical problems, embodiments of the present invention provide a kind of data managing method, including following step It is rapid: to obtain data, wherein to include the identity information of user in data;When corresponding when determining data by each process Between stab;The corresponding relationship of the identity information of user in data, timestamp and process is stored in data structure;According to data Structure places data into matched window, wherein window is for being managed data.
Embodiments of the present invention additionally provide a kind of data administrator, comprising: module is obtained, for obtaining data, It wherein, include the identity information of user in data;Determining module, when corresponding when for determining data by each process Between stab;Preserving module, for the corresponding relationship of the identity information of the user in data, timestamp and process to be stored in data knot In structure;Placement module, for being placed data into matched window according to data structure, wherein window be used for data into Row management.
Embodiments of the present invention additionally provide a kind of server, comprising: at least one processor;And at least one The memory of a processor communication connection;Wherein, memory is stored with the instruction that can be executed by least one processor, instructs quilt At least one processor executes, so that at least one processor is able to carry out data managing method as above.
Embodiments of the present invention additionally provide a computer readable storage medium, are stored with computer program, computer Data management as above is realized when program is executed by processor.
Embodiment of the present invention is in terms of existing technologies, available when carrying out time imparting to data Data flow passes through timestamp corresponding when each process, and timestamp corresponding when passing through each process is saved in In data structure, it is managed convenient for window multiple timestamps according to corresponding to data.
In addition, before determining timestamp corresponding when data pass through each process, further includes: to each process Initial time is calibrated.It in the realization, is calibrated by the initial time to each process, it is ensured that data are by every The continuity of corresponding timestamp when one process.
In addition, determining timestamp corresponding when data pass through each process, specifically includes: being obtained according to preset instructions Data pass through the time corresponding when each process designated position;Will the time as timestamp.
In addition, designated position includes: data from the position that process inputs or data from the position that process exports.The realization In, available data timestamp corresponding to the position that process inputs, also available data are from the position that process exports Corresponding timestamp, to improve the diversity for obtaining data time stamp.
In addition, being placed data into matched window according to data structure, specifically include: according to user in data structure Identity information and timestamp, inquired from known list of matches, get the identity information with user with timely Between stab matched window;It places data into matched window;Wherein, saved in list of matches user identity information, The corresponding relationship of timestamp and window.In the realization, according to the identity information and timestamp of user in data structure, from It is inquired in the list of matches known, to improve the speed for obtaining match window.
In addition, before being placed data into matched window according to data structure, further includes: carried out to the size of window Setting;After being placed data into matched window according to data structure, further includes: control window is according to timestamp and window The size of mouth, screens data, and the data after screening are saved.In the realization, by the way that the size of window is arranged, Enable window according to window size and timestamp, filter out satisfactory data, consequently facilitating pipe of the window to data Reason.
Detailed description of the invention
One or more embodiments are illustrated by the picture in corresponding attached drawing, these exemplary theorys The bright restriction not constituted to embodiment, the element in attached drawing with same reference numbers label are expressed as similar element, remove Non- to have special statement, composition does not limit the figure in attached drawing.
Fig. 1 is the flow chart of data managing method in the application first embodiment;
Fig. 2 is the flow chart of data managing method in the application second embodiment;
Fig. 3 is the block diagram of data administrator in the application 3rd embodiment;
Fig. 4 is the block diagram of data administrator in the application fourth embodiment;
Fig. 5 is the structural schematic diagram of server in the 5th embodiment of the application.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with attached drawing to the present invention Each embodiment be explained in detail.However, it will be understood by those skilled in the art that in each embodiment party of the present invention In formula, in order to make the reader understand this application better, many technical details are proposed.But even if without these technical details And various changes and modifications based on the following respective embodiments, the application technical solution claimed also may be implemented.
The first embodiment of the present invention is related to a kind of data managing methods.Detailed process is as shown in Figure 1, include following step It is rapid:
Step 101, data are obtained.
Specifically, in the present embodiment, the data entered in stream data engine are obtained, wherein comprising using in data The identity information at family can carry out identity knowledge to each of stream data engine data are entered by the identity information of user Not.
At one in the specific implementation, the data obtained can be the consumer record data of user, then in consumer record data In include user identity information, the identity information of user can be the account that user registers on shopping website.
Step 102, corresponding timestamp when determining data by each process.
Specifically, in the present embodiment, when obtaining data by each process designated position according to preset instructions The corresponding time, using the time corresponding to designated position as timestamp.Designated position includes: data from the position that process inputs It sets or data is from the position that process exports.Of course, it is also possible to include any position into process, present embodiment is Citing is illustrated.
For example, if data refer to that the consumer record data of a user, first process that data are passed through are to add Enter shopping cart operation, second process that data are passed through is to carry out lower single operation.If preset instructions are to obtain data from process Time corresponding to input position then obtains data and just carries out being added timestamp corresponding when shopping cart operation, obtains simultaneously Data have just carried out timestamp corresponding when lower single operation;If preset instructions are to obtain data corresponding to the process input position Time, then obtain corresponding timestamp when shopping cart operation is added in end of data, while obtaining single operation under end of data When corresponding timestamp.
It should be noted that needing before the timestamp corresponding when determining data by each process to each The initial time of a process is calibrated, the continuity of corresponding timestamp when ensuring data by each process.Example Such as, the initial time of first process and second process is calibrated to it is identical, if data are from first process input bit Setting the time corresponding when entrance is 3:15, then the time corresponding to second process is also 3:15 at this time, if by 5 minutes Data enter from second process input position afterwards, then when data enter from second process input position the corresponding time be 3:20.Therefore, appearance is avoided due to not verifying to the initial time of each process, causes data occur from first The process input position time corresponding when entering is 3:15, and the time that while entering from second process input position is corresponding Occur for the case where 3:05.
Step 103, the corresponding relationship of the identity information of the user in data, timestamp and process is stored in data structure In.
Specifically, in the present embodiment, a field value is provided in data as data structure, and Saving interface is provided in data structure accordingly, the timestamp and stream that can be obtained by the identity information of user and in real time The corresponding relationship of journey is stored in data structure.And it can according to actual needs, by the identity information, timestamp and stream of user The corresponding relationship point field of journey is stored in data structure, and the occupied field value of data structure is arranged in accordingly.Certainly, The original data content for including in practical application, data is also stored in data structure, and is it in data structure Distribute corresponding field.
For example, the subscriber identity information for including in data is ID001, data are that shopping cart behaviour is added by first process Make, second process that data are passed through is lower single operation, and it is 3 that data, which pass through timestamp corresponding when first process: 15, it is 3:20 that data, which pass through timestamp corresponding when second process,.Then in the field value corresponding to data structure respectively Save (original data content: DATA subscriber identity information: corresponding timestamp when ID001 is by first process: 3:15 Corresponding timestamp when by second process: 3:20).
Step 104, it is placed data into matched window according to data structure.
Specifically, according to the identity information and timestamp of the user in data structure, from known list of matches Inquired, get with the identity information of user and the matched window of timestamp, place data into matched window. Wherein, the identity information of user, the corresponding relationship of timestamp and window are saved in list of matches.
It should be noted that a window can correspond to multiple subscriber identity informations, for example, saving body in list of matches The data that part information is ID001, the range of corresponding timestamp are 3:00 to 4:00, and corresponding window is window 1;Simultaneously The data that identity information is ID002 are also saved in list of matches, the range of corresponding timestamp is 4:00 to 5:00, institute Corresponding window is window 1;Identity information is the data of ID003, and the range of corresponding timestamp is 3:00 to 6:00, and institute is right The window answered is window 2.
Compared with prior art, present embodiment provide data managing method, to data carry out time imparting when It waits, available data flow passes through timestamp corresponding when each process, and will pass through corresponding when each process Timestamp is saved in data structure, is managed convenient for window according to the multiple timestamps saved in data structure.
Second embodiment of the present invention is related to a kind of data managing method.The present embodiment is on the basis of first embodiment It is further improved, specific improvements are as follows: before placing data into matched window according to data structure, increase pair The size of window is configured, after placing data into matched window according to data structure, increase control window according to The size of timestamp and window, screens data, and the data after screening are saved.Data in the present embodiment The process of management method is as shown in Figure 2.Specifically, in the present embodiment, including step 201 is to step 206, wherein step 201 is roughly the same to step 103 with the step 101 in first embodiment to step 203, step 205 and first embodiment In step 104 it is roughly the same, details are not described herein again, mainly introduces difference below, not detailed in the present embodiment to retouch The technical detail stated, reference can be made to data managing method provided by first embodiment, details are not described herein again.
After step 201 to step 203, step 204 is executed.
Step 204, the size of window is configured.
Specifically, in the present embodiment, it can according to need and the size of window be configured, such as setting window Size be 5.
Step 205, it is placed data into matched window according to data structure.
Step 206, control window screens data according to the size of timestamp and window, and will be after screening Data are saved.
It should be noted that in the present embodiment because the size of window be it is fixed, can control according to actual needs Window processed is managed data.
At one in the specific implementation, first process that data are passed through is if data are the consumer record data of user Be added shopping cart operation, data pass through second process be to carry out lower single operation, control window 1 will be added shopping cart operation with It carries out lower data screening of the single operation interval time less than 6 minutes coming out, then corresponding window 1 is dimensioned to 6, and calculates Into in the data of window 1, by timestamp corresponding to first process and enter timestamp corresponding to second process Between difference two timestamps screening less than 6 minutes is saved in window 1.
Compared with prior art, the data managing method that the present embodiment that present embodiment provides provides, to data When carrying out time imparting, available data flow passes through timestamp corresponding when each process, and will pass through each Corresponding timestamp is saved in data structure when a process, convenient for window according to the multiple timestamps saved in data structure It is managed.When window is managed with specific reference to the size of the window of setting, controls window and data are screened, thus Window is enhanced to the diversity of data way to manage.
The step of various methods divide above, be intended merely to describe it is clear, when realization can be merged into a step or Certain steps are split, multiple steps are decomposed into, as long as including identical logical relation, all in the protection scope of this patent It is interior;To adding inessential modification in algorithm or in process or introducing inessential design, but its algorithm is not changed Core design with process is all in the protection scope of the patent.
Third embodiment of the invention is related to a kind of data administrator, and specific structure is for example as shown in Figure 3.
As shown in figure 3, data administrator includes obtaining module 301, determining module 302, preserving module 303 and placing mould Block 304:
Wherein, module 301 is obtained, for obtaining data.
Determining module 302, corresponding timestamp when for determining data by each process.
Preserving module 303, for the corresponding relationship of the identity information of the user in data, timestamp and process to be stored in In data structure.
Placement module 304, for being placed data into matched window according to data structure.
It is not difficult to find that present embodiment is Installation practice corresponding with first embodiment, present embodiment can be with First embodiment is worked in coordination implementation.The relevant technical details mentioned in first embodiment still have in the present embodiment Effect, in order to reduce repetition, which is not described herein again.Correspondingly, the relevant technical details mentioned in present embodiment are also applicable in In first embodiment.
Four embodiment of the invention is related to a kind of data administrator.The embodiment and third embodiment substantially phase Together, specific structure is as shown in Figure 4.Wherein, it mainly thes improvement is that: on the basis of in the third embodiment, increasing and set Set module 305 and screening module 306.
Wherein, module 301 is obtained, for obtaining data.
Determining module 302, corresponding timestamp when for determining data by each process.
Preserving module 303, for the corresponding relationship of the identity information of the user in data, timestamp and process to be stored in In data structure.
Placement module 304, for being placed data into matched window according to data structure.
Setup module 305 is configured for the size to window.
Screening module 306 screens data, and will for controlling window according to the size of timestamp and window Data after screening are saved.
It is not difficult to find that present embodiment is Installation practice corresponding with second embodiment, present embodiment can be with Second embodiment is worked in coordination implementation.The relevant technical details mentioned in second embodiment still have in the present embodiment Effect, in order to reduce repetition, which is not described herein again.Correspondingly, the relevant technical details mentioned in present embodiment are also applicable in In second embodiment.
It is noted that each module involved in present embodiment is logic module, and in practical applications, one A logic unit can be a physical unit, be also possible to a part of a physical unit, can also be with multiple physics lists The combination of member is realized.In addition, in order to protrude innovative part of the invention, it will not be with solution institute of the present invention in present embodiment The technical issues of proposition, the less close unit of relationship introduced, but this does not indicate that there is no other single in present embodiment Member.
Fifth embodiment of the invention is related to a kind of server, as shown in figure 5, including at least one processor 501;With And the memory 502 with the communication connection of at least one processor 501;Wherein, be stored with can be by least one for memory 502 The instruction that device 501 executes is managed, instruction is executed by least one processor 501, so that at least one processor 501 is able to carry out State the data managing method in embodiment.
In the present embodiment, for processor 501 is with central processing unit (Central Processing Unit, CPU), deposit For reservoir 502 is with readable and writable memory (Random Access Memory, RAM).Processor 501, memory 502 can lead to It crosses bus or other modes connects, in Fig. 5 for being connected by bus.Memory 502 is used as a kind of non-volatile calculating Machine readable storage medium storing program for executing can be used for storing non-volatile software program, non-volatile computer executable program and module, such as Realize that the program of data managing method is stored in memory 502 in the embodiment of the present application.Processor 501 passes through operation storage Non-volatile software program, instruction and module in memory 502, thereby executing the various function application and number of equipment According to processing, that is, realize above-mentioned data managing method.
Memory 502 may include storing program area and storage data area, wherein storing program area can store operation system Application program required for system, at least one function;It storage data area can the Save option list etc..In addition, memory can wrap High-speed random access memory is included, can also include nonvolatile memory, for example, at least disk memory, a flash memories Part or other non-volatile solid state memory parts.In some embodiments, it includes relative to processor 501 that memory 502 is optional Remotely located memory, these remote memories can pass through network connection to external equipment.The example of above-mentioned network includes But be not limited to internet, intranet, local area network, mobile radio communication and combinations thereof.
One or more program module is stored in memory 502, is executed when by one or more processor 501 When, execute the data managing method in above-mentioned any means embodiment.
Method provided by the embodiment of the present application can be performed in the said goods, has the corresponding functional module of execution method and has Beneficial effect, the not technical detail of detailed description in the present embodiment, reference can be made to method provided by the embodiment of the present application.
The sixth embodiment of the application is related to a kind of computer readable storage medium, in the computer readable storage medium It is stored with computer program, which can be realized when being executed by processor involved in any means embodiment of the present invention Data managing method.
It will be understood by those skilled in the art that implementing the method for the above embodiments is that can pass through Program is completed to instruct relevant hardware, which is stored in a storage medium, including some instructions are used so that one A equipment (can be single-chip microcontroller, chip etc.) or processor (processor) execute each embodiment the method for the application All or part of the steps.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. are various can store journey The medium of sequence code.
It will be understood by those skilled in the art that the respective embodiments described above are to realize specific embodiments of the present invention, And in practical applications, can to it, various changes can be made in the form and details, without departing from the spirit and scope of the present invention.

Claims (10)

1. a kind of data managing method characterized by comprising
Obtain data, wherein include the identity information of user in the data;
Corresponding timestamp when determining the data by each process;
The corresponding relationship of the identity information of the user in the data, the timestamp and the process is stored in data In structure;
The data are placed into matched window according to the data structure, wherein the window is used for the data It is managed.
2. data managing method according to claim 1, which is characterized in that the determination data are by each stream When journey before corresponding timestamp, further includes:
The initial time of each process is calibrated.
3. data managing method according to claim 2, which is characterized in that the determination data are by each stream Corresponding timestamp when journey, specifically includes:
Corresponding time when obtaining the data by each described process designated position according to preset instructions;
Using the time as timestamp.
4. data managing method according to claim 3, which is characterized in that the designated position include: the data from The position of process input or the data are from the position that the process exports.
5. data managing method according to claim 4, which is characterized in that it is described according to the data structure by the number According to being placed into matched window, specifically include:
According to the identity information and the timestamp of the user in the data structure, from known list of matches into Row inquiry, gets and the identity information of the user and the matched window of the timestamp;
The data are placed into the matched window;Wherein, the identity of the user is saved in the list of matches The corresponding relationship of information, the timestamp and the window.
6. data managing method according to any one of claim 1 to 5, which is characterized in that described according to the data Before the data are placed into matched window by structure, further includes:
The size of the window is configured;
It is described the data are placed into matched window according to the data structure after, further includes:
The window is controlled according to the size of the timestamp and the window, the data are screened, and will screening The data afterwards are saved.
7. a kind of data administrator characterized by comprising
Module is obtained, for obtaining data, wherein include the identity information of user in the data;
Determining module, corresponding timestamp when for determining the data by each process;
Preserving module, for by the correspondence of the identity information of the user in the data, the timestamp and the process Relationship is stored in data structure;
Placement module, for the data to be placed into matched window according to the data structure, wherein the window is used It is managed in the data.
8. data administrator according to claim 7, which is characterized in that the data administrator further includes calibrating die Block;
The calibration module is calibrated for the initial time each process.
9. a kind of server, which is characterized in that including
At least one processor;And
The memory being connect at least one described processor communication;Wherein,
The memory is stored with the instruction that can be executed by least one described processor, and described instruction is by described at least one It manages device to execute, so that at least one described processor is able to carry out such as data management side as claimed in any one of claims 1 to 6 Method.
10. a kind of computer readable storage medium, is stored with computer program, which is characterized in that the computer program is located Reason device realizes data management as claimed in any one of claims 1 to 6 when executing.
CN201810973249.9A 2018-08-24 2018-08-24 A kind of data managing method, relevant apparatus and computer readable storage medium Pending CN109345189A (en)

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Application Number Priority Date Filing Date Title
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Publication Number Publication Date
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CN106126643A (en) * 2016-06-23 2016-11-16 北京百度网讯科技有限公司 The distributed approach of stream data and device
CN103262072B (en) * 2011-12-02 2016-11-30 华为技术有限公司 Process the method and device of data stream
CN107545450A (en) * 2016-06-27 2018-01-05 百度在线网络技术(北京)有限公司 A kind of Transaction Information method for pushing and device

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103262072B (en) * 2011-12-02 2016-11-30 华为技术有限公司 Process the method and device of data stream
CN105677687A (en) * 2014-11-21 2016-06-15 阿里巴巴集团控股有限公司 Data processing method and device
CN106126643A (en) * 2016-06-23 2016-11-16 北京百度网讯科技有限公司 The distributed approach of stream data and device
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