CN109462514A

CN109462514A - XDR Data Quality Assessment Methodology, device and computer readable storage medium

Info

Publication number: CN109462514A
Application number: CN201710794928.5A
Authority: CN
Inventors: 张洋; 马键; 张欢; 孙金霞; 葛澍; 孔松; 常晶
Original assignee: China Mobile Communications Group Co Ltd; China Mobile Communications Co Ltd
Current assignee: China Mobile Communications Group Co Ltd; China Mobile Communications Co Ltd
Priority date: 2017-09-06
Filing date: 2017-09-06
Publication date: 2019-03-12
Anticipated expiration: 2037-09-06
Also published as: CN109462514B

Abstract

The present invention provides a kind of XDR Data Quality Assessment Methodology, device and computer readable storage medium, is related to field of communication technology, to improve the accuracy to XDR data quality accessment.XDR Data Quality Assessment Methodology of the invention, comprising: obtain XDR quality of data calculating parameter；XDR data quality accessment parameter is determined according to the XDR quality of data calculating parameter；According to the XDR data quality accessment parameter, the data quality accessment result to producer XDR is obtained.The accuracy to XDR data quality accessment can be improved in the embodiment of the present invention.

Description

XDR Data Quality Assessment Methodology, device and computer readable storage medium

Technical field

The present invention relates to field of communication technology more particularly to a kind of XDR (External Data Representation, External Data Representation) Data Quality Assessment Methodology, device and computer readable storage medium.

Background technique

In order to guarantee user experience, unified DPI (Deep Packet Inspection, deep-packet detection) system signaling face It will record the control between network and user and feedback information (source code flow), cannot get online for analyzing user, online experience The problems such as poor.Since these controls contain much information, type is more, and unified DPI system can convert 1 XDR for every section of control information (External Data Representation, External Data Representation) information only extracts in these controls and feedback information Critical field.Each XDR can use XDR ID (mark) and time unique identification.Such as user surfs the Internet the display page without Faxian Show, will record the user's access of network refusal, Reason For Denial code etc. in the corresponding XDR of unified DPI system for analyzing user's body Test the network control message of difference.

Prior art carries out XDR data quality accessment using the detection method of content consistency.But realizing this During invention, inventor has found that the accuracy of the existing method for carrying out XDR data quality accessment is lower.

Summary of the invention

In view of this, the present invention provides a kind of XDR Data Quality Assessment Methodology, device and computer readable storage medium, To improve the accuracy to XDR data quality accessment.

In order to solve the above technical problems, in a first aspect, the embodiment of the present invention provides a kind of XDR Data Quality Assessment Methodology, Include:

Obtain XDR quality of data calculating parameter；

XDR data quality accessment parameter is determined according to the XDR quality of data calculating parameter；

According to the XDR data quality accessment parameter, the data quality accessment result to producer XDR is obtained；

Wherein, the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow；Or institute Stating XDR quality of data calculating parameter includes producer XDR；Or the XDR quality of data calculating parameter includes original according to producer The synthesis XDR and the producer XDR that code stream generates.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow, institute Stating XDR data quality accessment parameter includes that source code flow repeats to report rate；

It is described that XDR data quality accessment parameter is determined according to the XDR quality of data calculating parameter, comprising:

According to XDR ID, obtain the quantity of the synthesis XDR generated in the given time according to producer's source code flow with And the quantity of the synthesis XDR repeatedly generated according to producer's source code flow；

It calculates the quantity of the synthesis XDR generated according to producer's source code flow and is repeated according to producer's source code flow The sum of the quantity of the synthesis XDR of generation；

By according to producer's source code flow repeatedly generate synthesis XDR quantity and it is described and quotient, as source code Stream repeats to report rate.

Wherein, when the XDR quality of data calculating parameter includes producer XDR, the XDR data quality accessment parameter packet Producer XDR is included to repeat to report rate；

According to XDR ID, the quantity and producer for obtaining the XDR that producer reports in the given time repeat the XDR's reported Quantity；

The quantity and the producer that calculate the XDR that the producer reports repeat the sum of the quantity of the XDR reported；

By the producer repeat the quantity of XDR reported and it is described and quotient, repeat to report rate as producer XDR.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and institute When stating producer XDR, the XDR data quality accessment parameter includes XDR synthesis success rate；

It for each target XDR ID, is obtained in the synthesis XDR generated according to producer's source code flow in the given time, tool There is the second quantity of the XDR with target XDR ID in the first quantity and producer XDR of the synthesis XDR of target XDR ID, and First quantity and second quantity are compared；

The quantity that comparison result is different comparison result is obtained, using the quantity as variation；

By the quantity of the variation and the synthesis XDR generated within the predetermined time according to producer's source code flow Quotient, as XDR synthesize success rate.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and institute When stating producer XDR, the XDR data quality accessment parameter includes XDR accuracy rate；

For synthesis XDR and the XDR that reports of producer in the given time, the first synthesis with identical XDR ID is obtained The first quantity of XDR and the first producer XDR；

Each field of the first synthesis XDR and the first producer XDR is compared；

The comparison result for obtaining each field is the second quantity of correct XDR；

Using the quotient of second quantity and first quantity as XDR accuracy rate.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and institute When stating producer XDR, the XDR data quality accessment parameter includes XDR deviation ratio；

Each field of the first synthesis XDR and the first producer XDR is compared；

The difference for calculating first quantity and second quantity regard the difference as variation；

Using the quotient of the variation and first quantity as XDR deviation ratio.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and institute When stating producer XDR, the XDR data quality accessment parameter includes XDR field percentage of head rice；

For synthesis XDR and the XDR that reports of producer in the given time, the first synthesis with identical XDR ID is obtained The third quantity of XDR and the first producer XDR；

According to the third quantity, the percentage of head rice of user information field is calculated；

According to the third quantity, the percentage of head rice of computed user locations information field；

According to the percentage of head rice of the percentage of head rice of the user information field and the customer position information field, XDR word is calculated Section percentage of head rice.

Wherein, described according to the third quantity, the percentage of head rice for calculating user information field includes:

Obtaining international mobile subscriber identity IMSI field is empty XDR quantity, and is empty XDR quantity by IMSI field Quotient with the third quantity calculates the difference of 1 with first parameter as the first parameter；

Obtaining International Mobile Equipment Identity code IMEI field is empty XDR quantity, and by IMEI field be empty XDR number with The quotient of the third quantity calculates the difference of 1 with second parameter as the second parameter；

Obtaining mobile station international member identification code MSISDN field is empty XDR quantity, and is empty by MSISDN field The quotient of XDR quantity and the third quantity calculates the difference of 1 with the third parameter as third parameter；

1 is averaged with the difference of second parameter, 1 with the difference of the third parameter with the difference of first parameter, 1 Value, the percentage of head rice as the user information field.

Wherein, described according to the third quantity, the percentage of head rice of computed user locations information field includes:

Obtaining cell information CELLID field is empty XDR quantity, and by CELLID field be empty XDR quantity with it is described The quotient of third quantity calculates the difference of 1 with the 4th parameter as the 4th parameter；

The quantity that LON field is empty XDR is obtained, and is the quotient of empty XDR quantity and the third quantity by LON field As the 5th parameter, the difference of 1 with the 5th parameter is calculated；

The quantity that LAT field is empty XDR is obtained, and is the quotient of empty XDR quantity and the third quantity by LAT field As the 6th parameter, the difference of 1 with the 6th parameter is calculated；

1 is averaged with the difference of the 5th parameter, 1 with the difference of the 6th parameter with the difference of the 4th parameter, 1 Value, the percentage of head rice as customer position information field.

It is wherein, described according to the percentage of head rice of the user information field and the percentage of head rice of the customer position information field, Calculate XDR field percentage of head rice, comprising:

By the average value of the percentage of head rice of the user information field and the percentage of head rice of the customer position information field, as The XDR field percentage of head rice.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and institute When stating producer XDR, the XDR data quality accessment parameter includes XDR critical field accuracy rate；

For synthesis XDR and the XDR that reports of producer in the given time, the first synthesis with identical XDR ID is obtained The 4th quantity of XDR and the first producer XDR；

According to the 4th quantity, the accuracy rate of user information field is calculated.

Wherein, described according to the 4th quantity, the accuracy rate for calculating user information field includes:

Obtain IMSI field and be filled with correct XDR quantity, and by IMSI field be filled with correct XDR quantity with it is described The quotient of 4th quantity fills accuracy rate as IMSI field；

Obtain IMEI field and be filled with correct XDR quantity, and by IMEI field be filled with correct XDR quantity with it is described The quotient of 4th quantity fills accuracy rate as IMEI field；

Obtain MSISDN field and be filled with correct XDR quantity, and by MSISDN field be filled with correct XDR quantity with The quotient of 4th quantity fills accuracy rate as MSISDN field.

Second aspect, the embodiment of the present invention also provide a kind of XDR data quality accessment device, comprising:

Module is obtained, for obtaining XDR quality of data calculating parameter；

Computing module, for determining XDR data quality accessment parameter according to the XDR quality of data calculating parameter；

Evaluation module, for obtaining the data quality accessment to producer XDR according to the XDR data quality accessment parameter As a result；

The third aspect, the embodiment of the present invention also provide a kind of electronic equipment, including memory, processor, transceiver and deposit Store up the computer program that can be run on the memory and on the processor；The processor executes the computer journey The step in method described in first aspect is realized when sequence.

Fourth aspect, the embodiment of the present invention also provides a kind of computer readable storage medium, for storing computer program, It is characterized in that, realizing the step in method described in first aspect when the computer program is executed by processor.

The advantageous effects of the above technical solutions of the present invention are as follows:

In embodiments of the present invention, XDR data quality accessment parameter is obtained according to XDR quality of data calculating parameter, thus The quality of data of producer XDR is assessed.Since the XDR quality of data calculating parameter includes raw according to producer's source code flow At synthesis XDR；Or the XDR quality of data calculating parameter includes producer XDR；Or the XDR quality of data calculates ginseng Number includes the synthesis XDR and the producer XDR generated according to producer's source code flow, therefore, the XDR data quality accessment of acquisition Parameter can more fully assess producer XDR, to improve the accuracy to XDR data quality accessment.

Detailed description of the invention

Fig. 1 is the flow chart of the XDR Data Quality Assessment Methodology of the embodiment of the present invention；

Fig. 2 is the schematic diagram of the XDR data quality accessment device of the embodiment of the present invention；

Fig. 3 is the schematic diagram of the electronic equipment of the embodiment of the present invention.

Specific embodiment

Below in conjunction with drawings and examples, specific embodiments of the present invention will be described in further detail.Following reality Example is applied for illustrating the present invention, but is not intended to limit the scope of the invention.

As shown in Figure 1, the XDR Data Quality Assessment Methodology of the embodiment of the present invention, comprising:

Step 101 obtains XDR quality of data calculating parameter.

Step 102 determines XDR data quality accessment parameter according to the XDR quality of data calculating parameter.

Step 103, according to the XDR data quality accessment parameter, obtain the data quality accessment result to producer XDR.

Assessment result is obtained to the data quality accessment of producer XDR according to the XDR data quality accessment parameter of acquisition.

In embodiments of the present invention, main that success rate detection, the detection of XDR accuracy, the inspection of XDR completeness are synthesized by XDR Survey, XDR critical field, source code flow repeat detection and XDR repeats to detect, and can effectively carry out XDR data extrapolating and accurate The detection of property.Hereinafter, elaborating the detailed implementation method of above-mentioned detection.

One, source code flow repeats to report detection

Source code flow is repeated to detect to report for source code flow with the presence or absence of repetition and be calculated.Source code flow repeats to report Rate height will lead to statistical result inaccuracy, so to remove repeated data as far as possible.

Here, obtaining the number of the synthesis XDR generated in the given time according to producer's source code flow according to XDR ID The quantity of amount and the synthesis XDR repeatedly generated according to producer's source code flow, calculates raw according to producer's source code flow At synthesis XDR quantity and according to producer's source code flow repeatedly generate synthesis XDR quantity sum, then by basis The quantity for the synthesis XDR that producer's source code flow repeatedly generates and it is described and quotient, repeat to report rate as source code flow.

In embodiments of the present invention, beginning, the end time of some communication process are also referred in the predetermined time Interior this period.

Specifically, XDR ID searches the XDR number of source code flow synthesis according to the beginning of some communication process, end time Amount and source code flow repeat the XDR quantity of synthesis, then,

The XDR quantity that source code flow repetition reports rate=source code flow to repeatedly generate/(the XDR quantity that source code flow generates+ The XDR quantity that source code flow repeatedly generates).

Two, producer XDR repeats to report detection

Producer XDR is repeated to report to detect to report for producer XDR with the presence or absence of repetition and be calculated.In producer's XDR repetition Report rate height will lead to statistical result inaccuracy, so to remove repeated data as far as possible.Here, being obtained according to XDR ID predetermined The quantity for the XDR that producer reports in time and producer repeat the quantity of the XDR reported, calculate the XDR's that the producer reports Quantity and the producer repeat the sum of the quantity of the XDR reported, then, the quantity for the XDR that the producer is repeated to report and institute The quotient for stating sum repeats to report rate as producer XDR.

Specifically, XDRID searches the XDR quantity that producer reports according to the beginning of some communication process, end time, with And producer repeats the XDR quantity reported, then,

Producer XDR repeats that rate=producer is reported to repeat the XDR quantity reported/(XDR quantity that producer reports+producer's repetition The XDR quantity reported).

Three, XDR synthesizes success rate detection

The height of XDR synthesis success rate represents the synthesis XDR generated according to producer's source code flow quantitatively accuracy.

Here, obtaining the synthesis XDR generated according to producer's source code flow in the given time for each target XDR ID In, the second number of the XDR with target XDRID in the first quantity and producer XDR of the synthesis XDR with target XDR ID Amount, and first quantity and second quantity are compared, the quantity that comparison result is different comparison result is obtained, Using the quantity as variation, generated the variation and according to producer's source code flow within the predetermined time The quotient for synthesizing the quantity of XDR synthesizes success rate as XDR.Wherein target XDR ID can be any XDR ID.

Variation=SUM (deviation of the corresponding XDR quantity of XDRID), the wherein deviation of the corresponding XDR quantity of XDRID Value needs to consider time dimension, and the XDR of the same XDR ID found in time T is considered an XDR, T recommendation be [- 3s, + 3s] in.So, the quantity for the XDR that deviation ratio=variation/source code flow generates.

For example, for following table:

For some XDR1, the XDR ID for the synthesis XDR that source code flow generates is A, and the XDR ID that DPI producer reports is A, The two quantity is equal, deviation 0.For some XDR2, the XDR ID that source code flow generates is the XDR that 0, DPI producer reports ID is B, and the two is in varying numbers, deviation 1.For some XDR3, the XDRID that source code flow generates is C, and DPI producer reports XDR ID be C, the two quantity is equal, and deviation is constant.For some XDR4, the XDR ID that source code flow generates is D, DPI The XDRID that producer reports is 0, and the two is in varying numbers, and deviation adds 1, is 2.

Therefore, deviation ratio 2/3.

Four, XDR accuracy detects

Here, measuring the index of XDR accuracy using XDR accuracy rate or XDR deviation ratio.XDR accuracy rate Or the height of XDR deviation ratio represents the accuracy of the synthesis XDR generated according to producer's source code flow in terms of content.

By taking XDR accuracy rate as an example, for synthesis XDR and the XDR that reports of producer in the given time, obtain have it is identical The first quantity of the first synthesis XDR and the first producer XDR of XDR ID, by the first synthesis XDR and the first producer XDR Each field compare.The comparison result for obtaining each field is the second quantity of correct XDR, by second number The quotient of amount and first quantity is as XDR accuracy rate.

By taking XDR deviation ratio as an example, for synthesis XDR and the XDR that reports of producer in the given time, obtain have it is identical The first quantity of the first synthesis XDR and the first producer XDR of XDR ID, by the first synthesis XDR and the first producer XDR Each field compare, the comparison result for obtaining each field is the second quantity of correct XDR.Calculate described first The difference of quantity and second quantity, by it is described difference be used as variation, using the quotient of the variation and first quantity as XDR deviation ratio.

Specifically, the XDR of synthesis XDR and producer that source code flow generates are matched, according to opening for some communication process Begin, the end time finds intersection XDR.For each XDR, there is a time fault-tolerant, the fault-tolerant time is time T, at this Between the identical XDR of XDR ID found in range be considered the XDR quantity of comparison, T recommendation is in [- 3s ,+3s].

The right-on XDR quantity of field in the XDR that DPI producer reports, variation, deviation are calculated in the XDR of comparison Rate and DPI producer XDR field accuracy rate.

The right-on XDR field accuracy rate=SUM of field in the XDR that wherein, DPI producer reports (in intersection, XDR The whole correct XDR quantity of corresponding all field inspection results)/comparison XDR quantity.

The right-on XDR quantity of variation=comparison XDR quantity-DPI producer's field, deviation ratio calculate: deviation ratio The quantity of=variation/comparison XDR.

Wherein, field detection is divided into two kinds of situations:

Situation 1: if there are corresponding IE (field) in the synthesis XDR that source code flow generates, the XDR that Ze Xu producer reports In field and source code flow generate synthesis XDR in field completely the same must just praise；

Situation 2: if corresponding IE (field) is not present in the synthesis XDR that source code flow generates, according to this field Type, then judge whether the field in XDR that producer reports correct according to the size of the value of the field or type etc..

In situation 2, the size of the value of the field or type and scheduled value or type are compared, to sentence Breaking, whether it is correct.

For example, it is assumed that there are field A in the XDR that producer reports, and the word is not present in the synthesis XDR that source code flow generates Section A.And according to setting, the worth size of field A need to be greater than B, and the value in actually field A is less than B, then can be according to word The corresponding comparison result of section A is mistake.

Five, XDR integrity detection

XDR integrality is mainly for XDR user information field (IMSI (International Mobile Subscriber Identification Number, international mobile subscriber identity)/IMEI (International Mobile Equipment Identity, International Mobile Equipment Identity code)/MSISDN (Mobile Subscriber International ISDN Number, mobile station international member identification code)), customer position information (CELLID (cell ID)/LON (longitude)/LAT (latitude Degree)) XDR field integrality is calculated.The special field null field quantity of concern is lower, is more conducive to focus on specific use Family.The information content that the higher representative of XDR field integrality can provide for upper layer application is bigger.

Here, for synthesis XDR and the XDR that reports of producer in the given time, the with identical XDR ID is obtained The third quantity of one synthesis XDR and the first producer XDR calculates the percentage of head rice of user information field, root according to the third quantity According to the third quantity, the percentage of head rice of computed user locations information field, according to the percentage of head rice of the user information field and institute The percentage of head rice of customer position information field is stated, XDR field percentage of head rice is calculated.

By taking the percentage of head rice for calculating user information field as an example, obtaining IMSI field is empty XDR quantity, and by IMSI field It is the XDR quantity of sky and the quotient of the third quantity as the first parameter, calculates the difference of 1 with first parameter；Obtain IMEI Field is empty XDR quantity, and using the quotient that IMEI field is empty XDR number and the third quantity as the second parameter, calculates 1 With the difference of second parameter；Obtaining MSISDN field is empty XDR quantity, and by MSISDN field be empty XDR quantity with The quotient of the third quantity calculates the difference of 1 with the third parameter as third parameter；By 1 and the difference of first parameter, 1 With the difference of second parameter, 1 with the average value of the difference of the third parameter, percentage of head rice as the user information field.

By taking the percentage of head rice of computed user locations information field as an example, obtaining cell information CELLID field is empty XDR number Amount, and using the quotient that CELLID field is empty XDR quantity and the third quantity as the 4th parameter, calculate 1 and the described 4th The difference of parameter；The quantity that LON field is empty XDR is obtained, and is empty XDR quantity and the third quantity by LON field Quotient calculates the difference of 1 with the 5th parameter as the 5th parameter；Obtain the quantity that LAT field is empty XDR, and by LAT field It is the XDR quantity of sky and the quotient of the third quantity as the 6th parameter, calculates the difference of 1 with the 6th parameter；By 1 with it is described The difference of 4th parameter, 1 with the difference of the 5th parameter, 1 with the average value of the difference of the 6th parameter, as customer position information The percentage of head rice of field.

Then, being averaged the percentage of head rice of the user information field and the percentage of head rice of the customer position information field Value, as the XDR field percentage of head rice.

Specifically, the XDR that synthesis XDR and producer that source code flow generates are reported is matched, according to some communication process Beginning, the end time find intersection XDR.For each XDR, there is a time fault-tolerant, the fault-tolerant time is time T, at this XDR (being compared with XDRID) in a time range is considered corresponding XDR, and T recommendation is in [- 3s ,+3s].

Here, to XDR user information field (IMSI/IMEI/MSISDN), customer position information (CELLID/LON/ LAT it) is calculated with XDR field integrality, in which:

Empty IMSI quantity=SUM (IMSI field is empty XDR) quantity

Empty IMEI quantity=SUM (IMEI field is empty XDR) quantity

Empty MSISDN quantity=SUM (MSISDN field is empty XDR) quantity

Empty CELLID quantity=SUM (CELLID field is empty XDR) quantity

Empty LON quantity=SUM (LON field is empty XDR) quantity

Empty LAT quantity=SUM (LAT field is empty XDR) quantity

So, XDR field integrality calculates: XDR field percentage of head rice=AVE (the vacancy field rate of 1-XDR), wherein XDR Vacancy field rate value are as follows:

The quantity of the XDR of empty IMSI quantity/comparison；The quantity of the XDR of empty IMEI quantity/comparison；Empty MSISDN quantity/right The quantity of the XDR of ratio；The quantity of the XDR of empty CELLID quantity/comparison；The quantity of the XDR of empty LON quantity/comparison；Empty LAT number The quantity of amount/comparison XDR.

That is, XDR field percentage of head rice=AVE ((quantity of 1- sky IMSI quantity/comparison XDR)+(1- sky IMEI quantity/ The quantity of the XDR of comparison)+(quantity of 1- sky MSISDN quantity/comparison XDR)+(1- sky CELLID quantity/comparison XDR's Quantity)+(quantity of 1- sky LON quantity/comparison XDR)+(quantity of 1- sky LAT quantity/comparison XDR)).

Six, XDR critical field detects

The detection of XDR critical field is counted primarily directed to the accuracy rate of XDR critical field (IMSI/IMEI/MSISDN) It calculates.The accuracy rate of critical field is higher, and it is more accurate to focus on particular user.It is bigger that the value used is provided for upper layer application.

Here, for synthesis XDR and the XDR that reports of producer in the given time, the with identical XDR ID is obtained The 4th quantity of one synthesis XDR and the first producer XDR calculates the accurate of user information field according to the 4th quantity Rate.

Specifically, obtaining IMSI field is filled with correct XDR quantity, and IMSI field is filled with correct XDR number The quotient of amount and the 4th quantity fills accuracy rate as IMSI field；It obtains IMEI field and is filled with correct XDR quantity, and The quotient that IMEI field is filled with correct XDR quantity and the 4th quantity is filled into accuracy rate as IMEI field；It obtains MSISDN field is filled with correct XDR quantity, and MSISDN field is filled with correct XDR quantity and the 4th quantity Quotient as MSISDN field fill accuracy rate.

In the accuracy rate for handing over centralized calculation DPI producer XDR critical field (IMSI/IMEI/MSISDN):

IMSI field accuracy rate=SUM (IMSI fills correct XDR) quantity/intersection XDR quantity

IMEI field accuracy rate=SUM (IMEI fills correct XDR) quantity/intersection XDR quantity

MSISDN field accuracy rate=SUM (MSISDN fills correct XDR) quantity/intersection XDR quantity.

Wherein, IMSI/IMEI/MSISDN filling is correctly divided into two kinds of situations

Wherein, field detection is divided into two kinds of situations:

Compared to the scheme of traditional testing, the present embodiment can carry out the detection of unified DPI system XDR synthesis success rate, The ability that different unified DPI system manufacturer source code flows resolve to XDR can be compared.

Compared to traditional testing scheme can only analog portion process, the present embodiment can compare the institute of all signaling interfaces There are all fields of process, examination scope is more extensive；The present embodiment has carried out integrality inspection for user information and location information It surveys, can effectively promote the completeness of upper layer application；The present embodiment has carried out accuracy detection for user information, can ensure Upper layer application is accurate and reliable when carrying out user-association.

As shown in Fig. 2, the XDR data quality accessment device of the embodiment of the present invention, comprising:

Module 201 is obtained, for obtaining XDR quality of data calculating parameter；Computing module 202, for according to the XDR number XDR data quality accessment parameter is determined according to Mass Calculation parameter；Evaluation module 203, for according to the XDR data quality accessment Parameter obtains the data quality accessment result to producer XDR；Wherein, the XDR quality of data calculating parameter includes according to producer The synthesis XDR that source code flow generates；Or the XDR quality of data calculating parameter includes producer XDR；Or the XDR data Mass Calculation parameter includes the synthesis XDR and the producer XDR generated according to producer's source code flow.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow, institute State computing module 202 can include:

First acquisition submodule, it is raw according to producer's source code flow in the given time for obtaining according to XDR ID At synthesis XDR quantity and according to producer's source code flow repeatedly generate synthesis XDR quantity；

First computational submodule, for calculate according to producer's source code flow generate synthesis XDR quantity and according to The sum of the quantity for the synthesis XDR that producer's source code flow repeatedly generates；

Second computational submodule, the quantity of the synthesis XDR for will be repeatedly generated according to producer's source code flow and institute The quotient for stating sum repeats to report rate as source code flow.

Wherein, when the XDR quality of data calculating parameter includes producer XDR, the computing module 202 can include:

Third computational submodule, for according to XDR ID, obtain the XDR that producer reports in the given time quantity and Producer repeats the quantity of the XDR reported；

4th computational submodule, quantity and the producer for calculating the XDR that the producer reports repeat the XDR reported Quantity sum；

5th computational submodule, for by the producer repeat the quantity of XDR reported and it is described and quotient, as producer XDR repeats to report rate.

Wherein, when the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and institute When stating producer XDR, the computing module 202 can include:

First Comparative sub-module, for being obtained in the given time according to producer's source code for each target XDR ID It flows in the synthesis XDR generated, there is target XDR in the first quantity and producer XDR of the synthesis XDR with target XDR ID The second quantity of the XDR of ID, and first quantity and second quantity are compared；

6th computational submodule, for obtain comparison result be different comparison results quantity, using the quantity as Variation；

7th computational submodule, for by the variation and within the predetermined time according to producer's source code flow The quotient of the quantity of the synthesis XDR of generation, synthesizes success rate as XDR.

Second acquisition submodule, for in the given time synthesis XDR and the XDR that reports of producer, acquisition have The first quantity of the first synthesis XDR and the first producer XDR of identical XDR ID；

Second Comparative sub-module, for carrying out pair each field of the first synthesis XDR and the first producer XDR Than；

Third acquisition submodule, the comparison result for obtaining each field are the second quantity of correct XDR；

8th computational submodule, for using the quotient of second quantity and first quantity as XDR accuracy rate.

4th acquisition submodule, for in the given time synthesis XDR and the XDR that reports of producer, acquisition have The first quantity of the first synthesis XDR and the first producer XDR of identical XDR ID；

Third Comparative sub-module, for carrying out pair each field of the first synthesis XDR and the first producer XDR Than；

5th acquisition submodule, the comparison result for obtaining each field are the second quantity of correct XDR；

9th computational submodule, for calculating the difference of first quantity and second quantity, by the difference as inclined Difference；

Tenth computational submodule, for using the quotient of the variation and first quantity as XDR deviation ratio.

6th acquisition submodule, for in the given time synthesis XDR and the XDR that reports of producer, acquisition have The third quantity of the first synthesis XDR and the first producer XDR of identical XDR ID；

11st computational submodule, for calculating the percentage of head rice of user information field according to the third quantity；

12nd computational submodule, for according to the third quantity, the percentage of head rice of computed user locations information field；

13rd computational submodule, for the percentage of head rice and the customer position information word according to the user information field The percentage of head rice of section calculates XDR field percentage of head rice.

Specifically, the 13rd computational submodule, for by the percentage of head rice of the user information field and the user location The average value of the percentage of head rice of information field, as the XDR field percentage of head rice.

Wherein, the 11st computational submodule can include:

First acquisition unit is empty XDR quantity for obtaining international mobile subscriber identity IMSI field, and by IMSI Field is the quotient of empty XDR quantity and the third quantity as the first parameter, calculates the difference of 1 with first parameter；

Second acquisition unit is empty XDR quantity for obtaining International Mobile Equipment Identity code IMEI field, and by IMEI Field is the quotient of empty XDR number and the third quantity as the second parameter, calculates the difference of 1 with second parameter；

Third acquiring unit is empty XDR quantity for obtaining mobile station international member identification code MSISDN field, and will MSISDN field is the quotient of empty XDR quantity and the third quantity as third parameter, calculates 1 and the third parameter Difference；

Computing unit, for joining the difference of the difference of 1 and first parameter, 1 and second parameter, 1 with the third The average value of several differences, the percentage of head rice as the user information field.

Wherein, the 12nd computational submodule can include:

First acquisition unit is empty XDR quantity for obtaining cell information CELLID field, and is by CELLID field The quotient of empty XDR quantity and the third quantity calculates the difference of 1 with the 4th parameter as the 4th parameter；

Second acquisition unit is empty XDR quantity for obtaining the quantity that LON field is empty XDR, and by LON field Quotient with the third quantity calculates the difference of 1 with the 5th parameter as the 5th parameter；

Third acquiring unit is empty XDR quantity for obtaining the quantity that LAT field is empty XDR, and by LAT field Quotient with the third quantity calculates the difference of 1 with the 6th parameter as the 6th parameter；

Computing unit, for joining the difference of the difference of 1 and the 4th parameter, 1 and the 5th parameter, 1 with the described 6th The average value of several differences, the percentage of head rice as customer position information field.

7th acquisition submodule, for in the given time synthesis XDR and the XDR that reports of producer, acquisition have The 4th quantity of the first synthesis XDR and the first producer XDR of identical XDR ID；

14th computational submodule, for calculating the accuracy rate of user information field according to the 4th quantity.

Specifically, the 14th computational submodule includes:

First acquisition unit is filled with correct XDR quantity for obtaining IMSI field, and the filling of IMSI field is positive The quotient of true XDR quantity and the 4th quantity fills accuracy rate as IMSI field；

Second acquisition unit is filled with correct XDR quantity for obtaining IMEI field, and the filling of IMEI field is positive The quotient of true XDR quantity and the 4th quantity fills accuracy rate as IMEI field；

Third acquiring unit is filled with correct XDR quantity for obtaining MSISDN field, and MSISDN field is filled Accuracy rate is filled as MSISDN field for the quotient of correct XDR quantity and the 4th quantity.

The working principle of device of the present invention can refer to the description of preceding method embodiment.

As shown in figure 3, the embodiment of the invention provides a kind of electronic equipment, comprising: processor 300, for reading storage Program in device 320 executes following process:

Obtain XDR quality of data calculating parameter；

Wherein, the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow；Or institute Stating XDR quality of data calculating parameter includes producer XDR；Or the XDR quality of data calculating parameter includes original according to producer The synthesis XDR and the producer XDR that code stream generates；

Transceiver 310, for sending and receiving data under the control of processor 300.

Wherein, in Fig. 3, bus architecture may include the bus and bridge of any number of interconnection, specifically by processor 300 The various circuits for the memory that the one or more processors and memory 320 of representative represent link together.Bus architecture is also Various other circuits of such as peripheral equipment, voltage-stablizer and management circuit or the like can be linked together, these are all It is it is known in the art, therefore, it will not be further described herein.Bus interface provides interface.Transceiver 310 can To be multiple element, that is, includes transmitter and transceiver, the list for communicating over a transmission medium with various other devices is provided Member.Processor 300, which is responsible for management bus architecture and common processing, memory 320, can store processor 300 and is executing operation When used data.

Processor 300, which is responsible for management bus architecture and common processing, memory 320, can store processor 300 and is holding Used data when row operation.

Processor 300 is also used to read the computer program, executes following steps: when the XDR quality of data calculates When parameter includes the synthesis XDR generated according to producer's source code flow, according to XDR ID, obtain in the given time according to the factory The quantity of the quantity for the synthesis XDR that family's source code flow generates and the synthesis XDR repeatedly generated according to producer's source code flow； The conjunction for calculating the quantity of the synthesis XDR generated according to producer's source code flow and being repeatedly generated according to producer's source code flow At the sum of the quantity of XDR；By according to producer's source code flow repeatedly generate synthesis XDR quantity and it is described and quotient, make It repeats to report rate for source code flow.

Processor 300 is also used to read the computer program, executes following steps: when the XDR quality of data calculates When parameter includes producer XDR, according to XDR ID, the quantity and producer for obtaining the XDR that producer reports in the given time are repeated The quantity of the XDR reported；The quantity and the producer that calculate the XDR that the producer reports repeat the sum of the quantity of the XDR reported； By the producer repeat the quantity of XDR reported and it is described and quotient, repeat to report rate as producer XDR.

Processor 300 is also used to read the computer program, executes following steps: when the XDR quality of data calculates When parameter includes the synthesis XDR and the producer XDR generated according to producer's source code flow, for each target XDR ID, It is obtained in predetermined time in the synthesis XDR generated according to producer's source code flow, the first number of the synthesis XDR with target XDR ID The second quantity of XDR with target XDR ID in amount and producer XDR, and by first quantity and second quantity It is compared；The quantity that comparison result is different comparison result is obtained, using the quantity as variation；By the variation With the quotient of the quantity of the synthesis XDR generated within the predetermined time according to producer's source code flow, synthesized successfully as XDR Rate.

Processor 300 is also used to read the computer program, executes following steps: when the XDR quality of data calculates When parameter includes the synthesis XDR and the producer XDR generated according to producer's source code flow, for synthesis in the given time The XDR that XDR and producer report obtains the first quantity of the first synthesis XDR and the first producer XDR with identical XDR ID；It will Each field of the first synthesis XDR and the first producer XDR compares；The comparison result for obtaining each field is The second quantity of correct XDR；Using the quotient of second quantity and first quantity as XDR accuracy rate.

Processor 300 is also used to read the computer program, executes following steps: when the XDR quality of data calculates When parameter includes the synthesis XDR and the producer XDR generated according to producer's source code flow, for synthesis in the given time The XDR that XDR and producer report obtains the first quantity of the first synthesis XDR and the first producer XDR with identical XDR ID；It will Each field of the first synthesis XDR and the first producer XDR compares；The comparison result for obtaining each field is The second quantity of correct XDR；The difference for calculating first quantity and second quantity regard the difference as variation；It will The quotient of the variation and first quantity is as XDR deviation ratio.

Processor 300 is also used to read the computer program, executes following steps:

When the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and the factory When family XDR, for synthesis XDR and the XDR that reports of producer in the given time, obtains first with identical XDR ID and synthesize The third quantity of XDR and the first producer XDR；According to the third quantity, the percentage of head rice of user information field is calculated；According to described Third quantity, the percentage of head rice of computed user locations information field；According to the percentage of head rice of the user information field and the user The percentage of head rice of location information field calculates XDR field percentage of head rice.

When the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow and the factory When family XDR, for synthesis XDR and the XDR that reports of producer in the given time, obtains first with identical XDR ID and synthesize The 4th quantity of XDR and the first producer XDR；According to the 4th quantity, the accuracy rate of user information field is calculated.

In addition, the computer readable storage medium of the embodiment of the present invention, for storing computer program, the computer journey Sequence can be executed by processor and perform the steps of

Obtain XDR quality of data calculating parameter；

Each field of the first synthesis XDR and the first producer XDR is compared；

Using the quotient of second quantity and first quantity as XDR accuracy rate.

Each field of the first synthesis XDR and the first producer XDR is compared；

Using the quotient of the variation and first quantity as XDR deviation ratio.

In several embodiments provided herein, it should be understood that disclosed method and apparatus, it can be by other Mode realize.For example, the apparatus embodiments described above are merely exemplary, for example, the division of the unit, only For a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components can combine Or it is desirably integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed phase Coupling, direct-coupling or communication connection between mutually can be through some interfaces, the INDIRECT COUPLING or communication of device or unit Connection can be electrical property, mechanical or other forms.

It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit It is that the independent physics of each unit includes, can also be integrated in one unit with two or more units.Above-mentioned integrated list Member both can take the form of hardware realization, can also realize in the form of hardware adds SFU software functional unit.

The above-mentioned integrated unit being realized in the form of SFU software functional unit can store and computer-readable deposit at one In storage media.Above-mentioned SFU software functional unit is stored in a storage medium, including some instructions are used so that a computer Equipment (can be personal computer, server or the network equipment etc.) executes receiving/transmission method described in each embodiment of the present invention Part steps.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation RAM), magnetic or disk etc. are various can store The medium of program code.

The above is a preferred embodiment of the present invention, it is noted that for those skilled in the art For, without departing from the principles of the present invention, it can also make several improvements and retouch, these improvements and modifications It should be regarded as protection scope of the present invention.

Claims

1. a kind of XDR Data Quality Assessment Methodology characterized by comprising

Obtain XDR quality of data calculating parameter；

Wherein, the XDR quality of data calculating parameter includes the synthesis XDR generated according to producer's source code flow；Or the XDR Quality of data calculating parameter includes producer XDR；Or the XDR quality of data calculating parameter includes raw according to producer's source code flow At synthesis XDR and the producer XDR.

2. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes according to factory When the synthesis XDR that family's source code flow generates, the XDR data quality accessment parameter includes that source code flow repeats to report rate；

According to XDR ID, the quantity and root of the synthesis XDR generated in the given time according to producer's source code flow are obtained According to the quantity for the synthesis XDR that producer's source code flow repeatedly generates；

It calculates the quantity of the synthesis XDR generated according to producer's source code flow and is repeatedly generated according to producer's source code flow Synthesis XDR quantity sum；

By according to producer's source code flow repeatedly generate synthesis XDR quantity and it is described and quotient, as source code flow weight Rate is reported again.

3. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes producer XDR When, the XDR data quality accessment parameter includes that producer XDR repeats to report rate；

According to XDR ID, the quantity and producer that obtain the XDR that producer reports in the given time repeat the number of the XDR reported Amount；

4. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes according to factory Family source code flow generate synthesis XDR and the producer XDR when, the XDR data quality accessment parameter include XDR synthesis at Power；

It for each target XDR ID, is obtained in the synthesis XDR generated according to producer's source code flow in the given time, there is mesh The second quantity of the XDR with target XDR ID in the first quantity and producer XDR of the synthesis XDR of XDR ID is marked, and by institute It states the first quantity and second quantity is compared；

By the quantity of the variation and the synthesis XDR generated within the predetermined time according to producer's source code flow Quotient synthesizes success rate as XDR.

5. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes according to factory When synthesis XDR and the producer XDR that family's source code flow generates, the XDR data quality accessment parameter includes XDR accurate Rate；

For synthesis XDR and the XDR that reports of producer in the given time, the first synthesis XDR with identical XDR ID is obtained With the first quantity of the first producer XDR；

Each field of the first synthesis XDR and the first producer XDR is compared；

Using the quotient of second quantity and first quantity as XDR accuracy rate.

6. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes according to factory When synthesis XDR and the producer XDR that family's source code flow generates, the XDR data quality accessment parameter includes XDR deviation Rate；

Each field of the first synthesis XDR and the first producer XDR is compared；

Using the quotient of the variation and first quantity as XDR deviation ratio.

7. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes according to factory When synthesis XDR and the producer XDR that family's source code flow generates, the XDR data quality accessment parameter includes that XDR field is complete Whole rate；

For synthesis XDR and the XDR that reports of producer in the given time, the first synthesis XDR with identical XDR ID is obtained With the third quantity of the first producer XDR；

According to the percentage of head rice of the percentage of head rice of the user information field and the customer position information field, it is complete to calculate XDR field Whole rate.

8. the method according to the description of claim 7 is characterized in that described according to the third quantity, calculating user information word Section percentage of head rice include:

Obtaining international mobile subscriber identity IMSI field is empty XDR quantity, and is empty XDR quantity and institute by IMSI field The quotient of third quantity is stated as the first parameter, calculates the difference of 1 with first parameter；

Obtaining International Mobile Equipment Identity code IMEI field is empty XDR quantity, and by IMEI field be empty XDR number with it is described The quotient of third quantity calculates the difference of 1 with second parameter as the second parameter；

Obtaining mobile station international member identification code MSISDN field is empty XDR quantity, and is empty XDR number by MSISDN field The quotient of amount and the third quantity calculates the difference of 1 with the third parameter as third parameter；

By 1 with the difference of first parameter, 1 with the difference of second parameter, 1 with the average value of the difference of the third parameter, make For the percentage of head rice of the user information field.

9. the method according to the description of claim 7 is characterized in that described according to the third quantity, computed user locations letter Breath field percentage of head rice include:

Obtaining cell information CELLID field is empty XDR quantity, and is empty XDR quantity and the third by CELLID field The quotient of quantity calculates the difference of 1 with the 4th parameter as the 4th parameter；

Obtain the quantity that LON field is empty XDR, and using quotient that LON field is empty XDR quantity and the third quantity as 5th parameter calculates the difference of 1 with the 5th parameter；

Obtain the quantity that LAT field is empty XDR, and using quotient that LAT field is empty XDR quantity and the third quantity as 6th parameter calculates the difference of 1 with the 6th parameter；

By 1 with the difference of the 4th parameter, 1 with the difference of the 5th parameter, 1 with the average value of the difference of the 6th parameter, make For the percentage of head rice of customer position information field.

10. the method according to the description of claim 7 is characterized in that the percentage of head rice according to the user information field and The percentage of head rice of the customer position information field calculates XDR field percentage of head rice, comprising:

By the average value of the percentage of head rice of the user information field and the percentage of head rice of the customer position information field, as described XDR field percentage of head rice.

11. the method according to claim 1, wherein when the XDR quality of data calculating parameter includes according to factory When synthesis XDR and the producer XDR that family's source code flow generates, the XDR data quality accessment parameter includes XDR keyword Section accuracy rate；

For synthesis XDR and the XDR that reports of producer in the given time, the first synthesis XDR with identical XDR ID is obtained With the 4th quantity of the first producer XDR；

12. according to the method for claim 11, which is characterized in that it is described according to the 4th quantity, calculate user The accuracy rate of information field includes:

It obtains IMSI field and is filled with correct XDR quantity, and IMSI field is filled with correct XDR quantity and the described 4th The quotient of quantity fills accuracy rate as IMSI field；

It obtains IMEI field and is filled with correct XDR quantity, and IMEI field is filled with correct XDR quantity and the described 4th The quotient of quantity fills accuracy rate as IMEI field；

Obtain MSISDN field and be filled with correct XDR quantity, and by MSISDN field be filled with correct XDR quantity with it is described The quotient of 4th quantity fills accuracy rate as MSISDN field.

13. a kind of XDR data quality accessment device characterized by comprising

Module is obtained, for obtaining XDR quality of data calculating parameter；

Evaluation module, for obtaining the data quality accessment result to producer XDR according to the XDR data quality accessment parameter；

14. a kind of electronic equipment, including memory, processor, transceiver and it is stored on the memory and can be at the place The computer program run on reason device；It is characterized in that, being realized when the processor executes the computer program as right is wanted Step in method described in asking any one of 1 to 12.

15. a kind of computer readable storage medium, for storing computer program, which is characterized in that the computer program quilt The step in the method as described in any one of claims 1 to 12 is realized when processor executes.