CN104965815A - Data processing method and device - Google Patents
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- CN104965815A CN104965815A CN201510397623.1A CN201510397623A CN104965815A CN 104965815 A CN104965815 A CN 104965815A CN 201510397623 A CN201510397623 A CN 201510397623A CN 104965815 A CN104965815 A CN 104965815A
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Abstract
Embodiments of the application provide a data processing method and device. The method comprises: receiving reported data reported at a current moment; determining a first moment when latest reported data is received before the current moment; according to a preset data reporting cycle, determining whether an absent data reporting moment exists within a time interval between the first moment and the current moment; when an absent data reporting moment exists within the time interval, according to the data reporting cycle, determining a second moment when reported data is absent within the time interval; and on the basis of the reported data reported at the current moment and the reported data received at the first moment, reconstructing and storing reported data corresponding to the second moment. The method and device can reduce the situations that reported data cannot be analyzed because the reported data is absent.
Description
Technical field
The application relates to technical field of data processing, relates to a kind of data processing method and device in particular.
Background technology
All can relate to data in a lot of industry to report, data report the process referring to and downstream data is uploaded to upstream data.Such as, the water consumption in this region reports by the water yield monitor and control facility of regional that water supply company divides into; Again such as, certain company's energy efficiency monitoring system has the energy consumption data of external LED screen to monitoring to show, in order to obtain all kinds of energy consumption datas needed for displaying as electric current, voltage, humiture etc., by the Real-time Collection of collector to monitoring equipment and sensor terminal monitoring device data, obtain the Monitoring Data of showing and reporting, thus by doing statistical study process to gathering the metadata reported, drawing with the form such as index, figure display data, and being illustrated in LED screen.
Data report generally all carries out according to specific period, by the analysis to the data reported in each cycle, can provide foundation for engineering or work management.In actual applications, often data can be caused normally to report due to extraneous factor or equipment failure, e.g., due to sensor fault, cause there is not reported data in certain cycle.But when reported data cannot being got in some cycle, after making reported data occur disappearance, then there will be and cause analyzing the page due to complete reported data cannot be deployed into and cannot represent, thus cause situation about cannot analyze reported data.
Summary of the invention
In view of this, this application provides a kind of data processing method and device, to reduce the situation causing due to reported data disappearance to analyze reported data.
For achieving the above object, the application provides following technical scheme: a kind of data processing method, comprising:
Receive the reported data that current time reports;
The last the first moment receiving reported data before determining described current time;
According to the data report cycle preset, judge whether there is the moment lacking reported data in the time interval between described first moment and described current time;
When there is the moment of described disappearance reported data in the described time interval, according to described data report cycle, determine the second moment of disappearance reported data in the described time interval;
The reported data that the reported data reported based on described current time and described first reception arrive, reconstructs the reported data corresponding to described second moment and stores.
Preferably, while determining the second moment lacking reported data in the described time interval, also comprise:
Determine the number of times of described second moment appearance in the described time interval;
The then reported data that arrives of the described reported data that reports based on described current time and described first reception, reconstructs the reported data corresponding to described second moment, comprising:
The reported data that the reported data reported based on described data report cycle, described current time, described first reception arrive and described number of times, reconstruct the reported data corresponding to described second moment.
Preferably, the reported data that described reported data, described first reception reported based on described data report cycle, described current time arrives and described number of times, reconstruct the reported data corresponding to described second moment, comprising:
Calculate described first reception to reported data and the reported data that reports of described current time between difference;
The ratio of described difference and described number of times is rised in value as standard;
Determine the quantitative value of data report cycle described in interval between described second moment and described first moment;
Calculate the product of the increment of described standard and described data value;
Using described product and described first reception to reported data sum as the reported data corresponding to described second moment reconstructed.
Preferably, after the reported data that described reception current time reports, also comprise:
Store reported data and described current time that described current time reports.
Preferably, the reported data that the described current time of described storage reports and described current time, comprising:
The reported data report described current time and described current time are stored in default tables of data, and trigger described determine described current time before the last the first moment receiving reported data;
Then described determine described current time before the last the first moment receiving reported data, comprising:
First moment of the last reported data received inquire about current time from described tables of data before;
Then store the reported data corresponding to described second moment, comprising:
Reported data corresponding to described second moment is stored as the reported data described in described tables of data corresponding to the second moment.
Preferably, after the reported data corresponding to described reconstruct described second moment also stores, also comprise:
When receiving webpage representation request, transfer described first reception to the reported data that receives of reported data, described current time and described second moment corresponding to reported data.
On the other hand, present invention also provides a kind of data processing equipment, comprising:
Data receipt unit, for receiving the reported data that current time reports;
Contiguous moment determining unit, for the last the first moment receiving reported data before determining described current time;
Judging unit, for according to the data report cycle preset, judges whether there is the moment lacking reported data in the time interval between described first moment and described current time;
First disappearance determining unit, for when there is the moment of described disappearance reported data in the described time interval, according to described data report cycle, determines the second moment of disappearance reported data in the described time interval;
Data reconstruction unit, for the reported data that the reported data that reports based on described current time and described first reception arrive, reconstructs the reported data corresponding to described second moment and stores.
Preferably, also comprise:
Second disappearance determining unit, while determining in described first disappearance determining unit the second moment lacking reported data in the described time interval, determines the number of times of described second moment appearance in the described time interval;
Then data reconstruction unit, comprising:
First data reconstruction unit, the reported data arrived for the reported data reported based on described data report cycle, described current time, described first reception and described number of times, reconstruct the reported data corresponding to described second moment.
Preferably, also comprise:
Current data storage unit, for receive reported data that described current time reports at described data receipt unit after, stores reported data and described current time that described current time reports.
Preferably, also comprise:
Data transfer unit, for when receiving webpage representation request, transfer described first reception to the reported data that receives of reported data, described current time and described second moment corresponding to reported data.
Known via above-mentioned technical scheme, the embodiment of the present application is after receiving the reported data that current time reports, if to determine before current time and this current time there is the moment lacking reported data between the last the first moment receiving reported data, the reported data that the reported data that then can receive based on current time and this first reception arrive, reconstruct the reported data in this second moment, decrease the problem occurring that reported data lacks, thus decrease due to reported data disappearance, and the problem causing data to transfer failure the page cannot be represented, and then decrease the situation cannot analyzing reported data.
Accompanying drawing explanation
In order to be illustrated more clearly in the technical scheme of the embodiment of the present application, below the accompanying drawing used required in describing embodiment is briefly described, apparently, accompanying drawing in the following describes is only the embodiment of the application, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to the accompanying drawing provided.
Fig. 1 shows the schematic flow sheet of a kind of data processing method of the application embodiment;
Fig. 2 shows the schematic flow sheet of a kind of another embodiment of data processing method of the application;
Fig. 3 shows the structural representation of a kind of data processing equipment of the application embodiment;
Fig. 4 shows the structural representation of a kind of another embodiment of data processing equipment of the application.
Embodiment
The embodiment of the present application provides a kind of data processing method and device, the reported data corresponding to the moment of completion disappearance reported data, to reduce the situation causing due to reported data disappearance to analyze reported data.
Below in conjunction with the accompanying drawing in the embodiment of the present application, be clearly and completely described the technical scheme in the embodiment of the present application, obviously, described embodiment is only some embodiments of the present application, instead of whole embodiments.Based on the embodiment in the application, those of ordinary skill in the art are not making the every other embodiment obtained under creative work prerequisite, all belong to the scope of the application's protection.
First a kind of data processing method of the application is introduced.
See Fig. 1, it illustrates the schematic flow sheet of a kind of data processing method of the application embodiment, the method for the present embodiment can comprise:
101, receive the reported data that current time reports.
102, the last the first moment receiving reported data before determining current time.
For the ease of distinguishing, in the embodiment of the present application, moment current time being received for the last time reported data was called for the first moment, was understandable that, this first moment is only used to current time and the second follow-up moment is distinguished, instead of implies the tandem in these moment.
103, according to the data report cycle preset, judge whether there is the moment lacking reported data in the time interval between this first moment and this current time.
If the last mistiming received between the first moment of reported data and current time is greater than this data report cycle before current time, then illustrate that there are data between the first moment and this current time reports exception, the data originally extrapolated based on data report cycle were reported in the moment and does not receive reported data.
104, when there is the moment of disappearance reported data in this time interval, according to this data report cycle, determine the second moment of disappearance reported data in this time interval.
Be understandable that, the moment lacking reported data in the embodiment of the present application refers to and is being between the first moment and current time, and in the moment of the reported data extrapolated based on this data report cycle, do not receive the moment of reported data or not corresponding reported data.If in this time interval sometime apart from the multiple that the duration in this first moment is this data report cycle, then this moment be disappearance reported data moment.
Such as, suppose that this first moment is 9:00, current time is 10:30, and data report cycle is 30 minutes, then 9:30,10:00 these two is that the data extrapolated based on data report cycle report the moment, and these two moment of 9:30,10:30 do not receive data, then these two moment exist shortage of data.
For the ease of distinguishing, the moment lacking reported data in this time interval was all called for the second moment.
105, the reported data that the reported data reported based on current time and this first reception arrive, reconstructs this reported data corresponding to the second moment and stores.
Wherein, reconstruct this reported data corresponding to the second moment can by this first reception to the reported data that receives with current time of reported data for benchmark, estimate the reported data that this second moment should receive, to restore the reported data that this second moment should receive.
In the embodiment of the present application, after receiving the reported data that current time reports, if to determine before current time and this current time there is the moment lacking reported data between the last the first moment receiving reported data, the reported data that the reported data that then can receive based on current time and this first reception arrive, reconstruct the reported data in this second moment, decrease the problem occurring that reported data lacks, thus decrease due to reported data disappearance, and the problem causing data to transfer failure the page cannot be represented, and then decrease the situation cannot analyzing reported data.
Be understandable that, the specific implementation reconstructing this reported data corresponding to the second moment in the embodiment of the present application can have multiple.As, the mean value of reported data that this current time reports and the reported data that this first reception arrives can be asked for, using this mean value as the reported data reconstructed corresponding to the second moment.Visible, adopt this kind of mode, the moment of each disappearance reported data correspond to identical reported data.
Optionally, consider that the number of times lacking reported data in the time interval between the first moment and current time may have multiple, the reported data corresponding to the second moment of this disappearance reported data can also be determined according to the number of times and this data report cycle preset lacking reported data.Then while the second moment obtaining disappearance reported data, can also comprise: the number of times determining this second moment appearance in this time interval.Wherein, in this time interval, the quantity in the second moment is identical with the number of times lacking reported data in this time interval.Accordingly, reconstructing reported data corresponding to this second moment can comprise: based on this data report cycle preset, this reported data, the first reception to reported data and number of times, reconstructs this reported data corresponding to the second moment.
As, when the number of times of this disappearance reported data is less than predetermined threshold value, the mean value of the reported data that the reported data that current time can be reported and this first reception arrive is as the reported data corresponding to this second moment.And when the number of times of this disappearance reported data is greater than predetermined threshold value, then using this mean value as the reported data corresponding to the second moment being in front predetermined threshold value time according to time sequencing sequence; For remaining second moment, then can determine the quantitative value of this data report cycle of interval between the second moment and the first moment, the result this quantitative value be multiplied with setting value is as the reported data corresponding to this second moment.
Further, in order to embody not the difference of reported data in the same time, and the variation tendency of data in the first moment to this current time is reflected by reported data, after then determining the number of times that this second moment occurs in this time interval, this reported data corresponding to the second moment can be built as follows:
1), calculate the first reception to reported data and the reported data that reports of this current time between difference;
2) ratio of this difference and this number of times is rised in value as standard;
3) quantitative value of this data report cycle of interval between this second moment and this first moment is determined;
4) product of the increment of this standard and this data value is calculated;
5) using this product and this first reception to reported data sum as the reported data corresponding to this second moment reconstructed.
Wherein, between the second moment and the first moment, the quantity of this data report cycle of interval can utilize the duration at interval between this second moment and this first moment to obtain divided by this data report cycle.As, the first moment was 9:00, and the second moment was 10:00, and data report cycle is 30 minutes, then two, interval data report cycle between these two moment.
For the ease of understanding in the present embodiment the process reconstructing target reported data corresponding to this second moment, cite an actual example below and be introduced, to report the electric current in different moment, data report cycle is 30 minutes is example, and still suppose that current time is 10:30, the reported data of the electric current received at 10:30 is: 7 peaces, and before current time, the last the first moment receiving reported data is 9:00, and receiving at 9:00 the electric current reported is 4 peaces.Can extrapolate and there is the moment that two lack reported data between this first moment and current time, this each and every one moment is 9:30,10:00, then illustrate that number of times is 2.
In order to reconstruct 9:30, the reported data that this two moment of 10:00 are corresponding, then can calculate 7 peaces and 4 differences of pacifying are 3 peaces, and 3 peaces obtain standard increment 1.5 peace divided by number of times 2 peace.
For the moment 9:30 of disappearance reported data, between this moment and the first moment, be separated with a data report cycle, then reported data corresponding to this moment of this 9:30 reconstructed be the first reception to electric current 4 pacify+1.5 peace=5.5 amperes;
Accordingly, for the moment 10:00 of disappearance reported data, be then separated with two data report cycles between this moment and the first moment, then reported data corresponding to this moment reconstructed is: 4 peace+1.5 peace * 2=7 amperes.
Be understandable that, more than the application in any one embodiment, reported data can be analyzed in order to follow-up and carry out data reconstruction based on the moment of reported data to follow-up disappearance reported data that current time reports, after receiving the reported data that this current time reports, can also the reported data that reports of the described current time of this storage and described current time.
Wherein, the concrete mode of the reported data that storage current time reports and this current time can be identical with existing mode, as when storing, in order to determine the moment of this reported data, the reported data reported by this current time is associated with between this current time, such as, this reported data and this current time can be stored in same storage area.
Optionally, can also be that the reported data reported by current time is stored in default tables of data, specifically see Fig. 2, can it illustrates the schematic flow sheet of a kind of another embodiment of data processing method of the application, the method for the present embodiment can comprise:
201, receive the reported data that current time reports.
202, the reported data report this current time and this current time are stored in default tables of data, and trigger execution step 203.
In this tables of data, store reported data that this current time reports and this current time can set up corresponding relation between this reported data and this current time equally, as set up the corresponding relation of this reported data and this current time, or using the attribute information of this current time as this reported data.
203, the first moment of the last reported data received inquire about current time from this tables of data before.
In the present embodiment, when storing the reported data that current time reports in tables of data, just there will be the operation of step 203 to 204, to detect in this tables of data the moment that whether there is disappearance reported data between current time to this first moment.
As, a trigger can be created in this tables of data, with meet in this tables of data, to store the current reported data reported time, trigger and judge whether whether there is the moment lacking reported data between current time and this first moment.
204, according to the data report cycle preset, judge whether there is the moment lacking reported data in the time interval between this first moment and this current time.
205, when there is the moment of disappearance reported data in this time interval, according to this data report cycle, determine the second moment of disappearance reported data in this time interval.
206, the reported data that the reported data reported based on current time and this first reception arrive, reconstructs this reported data corresponding to the second moment.
Be understandable that, in the present embodiment this step 205 and 207 operation can see the related introduction of any one embodiment above, as, while determining this second moment in step 205, also can obtain the number of times of this second moment appearance in this time interval.
207, the target reported data of reconstruct is stored as the reported data in this tables of data corresponding to this second moment.
Similar to step 202, this second moment and reported data corresponding to this second moment is stored in this tables of data, also need to set up relevant between this second moment reported data corresponding with this second moment stored, to determine the time of reception corresponding to reported data according to this incidence relation.
Be understandable that, in any one embodiment above, after the reported data corresponding to this second moment of reconstruct also stores, also comprise: when receiving webpage representation request, transfer this first reception to reported data corresponding to reported data, this second moment of reconstructing and the reported data that arrives of this current reception.
A kind of data processing method of corresponding the application, present invention also provides a kind of data processing equipment.See Fig. 3, it illustrates the structural representation of a kind of data processing equipment of the application embodiment, the device of the present embodiment can comprise: data receipt unit 301, contiguous moment determining unit 302, judging unit 303, first lack determining unit 304 and data reconstruction unit 305.
Wherein, data receipt unit 301, for receiving the reported data that current time reports;
Contiguous moment determining unit 302, for the last the first moment receiving reported data before determining described current time;
Judging unit 303, for according to the data report cycle preset, judges whether there is the moment lacking reported data in the time interval between described first moment and described current time;
First disappearance determining unit 304, for when there is the moment of described disappearance reported data in the described time interval, according to described data report cycle, determines the second moment of disappearance reported data in the described time interval;
Data reconstruction unit 305, for the reported data that the reported data that reports based on described current time and described first reception arrive, reconstructs the reported data corresponding to described second moment and stores.
In the embodiment of the present application, after receiving the reported data that current time reports, if to determine before current time and this current time there is the moment lacking reported data between the last the first moment receiving reported data, the reported data that the reported data that then can receive based on current time and this first reception arrive, reconstruct the reported data in this second moment, decrease the problem occurring that reported data lacks, thus decrease due to reported data disappearance, and the problem causing data to transfer failure the page cannot be represented, and then decrease the situation cannot analyzing reported data.
See Fig. 4, it illustrates the structural representation of a kind of another embodiment of data processing equipment of the application, the device of the present embodiment and the difference of previous one embodiment are:
Also comprise in the present embodiment:
Second disappearance determining unit 406, while determining in described first disappearance determining unit the second moment lacking reported data in the described time interval, determines the number of times of described second moment appearance in the described time interval;
Then data reconstruction unit 305, comprising:
First data reconstruction unit 3051, the reported data arrived for the reported data reported based on described data report cycle, described current time, described first reception and described number of times, reconstruct the reported data corresponding to described second moment.
Optionally, described first data reconstruction unit 3051 can comprise:
Mathematic interpolation subelement, for calculate described first reception to reported data and the reported data that reports of described current time between difference;
Increment determines subelement, for being rised in value as standard by the ratio of described difference and described number of times;
Determine the quantitative value of data report cycle described in interval between described second moment and described first moment;
Product computation subunit, for calculating the product of the increment of described standard and described data value;
First data reconstruction subelement, for using described product and described first reception to reported data sum store as the reported data corresponding to described second moment reconstructed.
Optionally, in any one embodiment above, also comprise:
Current data storage unit, for receive reported data that described current time reports at described data receipt unit after, stores reported data and described current time that described current time reports.
Optionally, described current memory cell can comprise:
Current data storing sub-units, is stored in default tables of data for the reported data that reported by described current time and described current time, and triggers the operation of described contiguous moment determining unit;
Accordingly, described contiguous moment determining unit, can comprise:
First moment of the last reported data received inquire about current time from described tables of data before;
Then store the reported data corresponding to described second moment, comprising:
Reported data corresponding to described second moment is stored as the reported data described in described tables of data corresponding to the second moment.
Optionally, in the embodiment of any one device above, this device can also comprise:
Data transfer unit, for when receiving webpage representation request, transfer described first reception to the reported data that receives of reported data, described current time and reported data corresponding to described second moment.
In this instructions, each embodiment adopts the mode of going forward one by one to describe, and what each embodiment stressed is the difference with other embodiments, between each embodiment identical similar portion mutually see.For device disclosed in embodiment, because it corresponds to the method disclosed in Example, so description is fairly simple, relevant part illustrates see method part.
To the above-mentioned explanation of the disclosed embodiments, professional and technical personnel in the field are realized or uses the application.To be apparent for those skilled in the art to the multiple amendment of these embodiments, General Principle as defined herein when not departing from the spirit or scope of the application, can realize in other embodiments.Therefore, the application can not be restricted to these embodiments shown in this article, but will meet the widest scope consistent with principle disclosed herein and features of novelty.
Claims (10)
1. a data processing method, is characterized in that, comprising:
Receive the reported data that current time reports;
The last the first moment receiving reported data before determining described current time;
According to the data report cycle preset, judge whether there is the moment lacking reported data in the time interval between described first moment and described current time;
When there is the moment of described disappearance reported data in the described time interval, according to described data report cycle, determine the second moment of disappearance reported data in the described time interval;
The reported data that the reported data reported based on described current time and described first reception arrive, reconstructs the reported data corresponding to described second moment and stores.
2. method according to claim 1, is characterized in that, while determining the second moment lacking reported data in the described time interval, also comprises:
Determine the number of times of described second moment appearance in the described time interval;
The then reported data that arrives of the described reported data that reports based on described current time and described first reception, reconstructs the reported data corresponding to described second moment, comprising:
The reported data that the reported data reported based on described data report cycle, described current time, described first reception arrive and described number of times, reconstruct the reported data corresponding to described second moment.
3. method according to claim 2, it is characterized in that, the reported data that described reported data, described first reception reported based on described data report cycle, described current time arrives and described number of times, reconstruct the reported data corresponding to described second moment, comprising:
Calculate described first reception to reported data and the reported data that reports of described current time between difference;
The ratio of described difference and described number of times is rised in value as standard;
Determine the quantitative value of data report cycle described in interval between described second moment and described first moment;
Calculate the product of the increment of described standard and described data value;
Using described product and described first reception to reported data sum as the reported data corresponding to described second moment reconstructed.
4. method according to claim 1, is characterized in that, after the reported data that described reception current time reports, also comprises:
Store reported data and described current time that described current time reports.
5. method according to claim 4, is characterized in that, the reported data that the described current time of described storage reports and described current time, comprising:
The reported data report described current time and described current time are stored in default tables of data, and trigger described determine described current time before the last the first moment receiving reported data;
Then described determine described current time before the last the first moment receiving reported data, comprising:
First moment of the last reported data received inquire about current time from described tables of data before;
Then store the reported data corresponding to described second moment, comprising:
Reported data corresponding to described second moment is stored as the reported data described in described tables of data corresponding to the second moment.
6. method according to claim 1, is characterized in that, after the reported data corresponding to described reconstruct described second moment also stores, also comprises:
When receiving webpage representation request, transfer described first reception to the reported data that receives of reported data, described current time and described second moment corresponding to reported data.
7. a data processing equipment, is characterized in that, comprising:
Data receipt unit, for receiving the reported data that current time reports;
Contiguous moment determining unit, for the last the first moment receiving reported data before determining described current time;
Judging unit, for according to the data report cycle preset, judges whether there is the moment lacking reported data in the time interval between described first moment and described current time;
First disappearance determining unit, for when there is the moment of described disappearance reported data in the described time interval, according to described data report cycle, determines the second moment of disappearance reported data in the described time interval;
Data reconstruction unit, for the reported data that the reported data that reports based on described current time and described first reception arrive, reconstructs the reported data corresponding to described second moment and stores.
8. device according to claim 7, is characterized in that, also comprises:
Second disappearance determining unit, while determining in described first disappearance determining unit the second moment lacking reported data in the described time interval, determines the number of times of described second moment appearance in the described time interval;
Then data reconstruction unit, comprising:
First data reconstruction unit, the reported data arrived for the reported data reported based on described data report cycle, described current time, described first reception and described number of times, reconstruct the reported data corresponding to described second moment.
9. device according to claim 7, is characterized in that, also comprises:
Current data storage unit, for receive reported data that described current time reports at described data receipt unit after, stores reported data and described current time that described current time reports.
10. device according to claim 7, is characterized in that, also comprises:
Data transfer unit, for when receiving webpage representation request, transfer described first reception to the reported data that receives of reported data, described current time and described second moment corresponding to reported data.
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