CN110019351A - A kind of data detection method, device and computer readable storage medium - Google Patents
A kind of data detection method, device and computer readable storage medium Download PDFInfo
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- CN110019351A CN110019351A CN201710790835.5A CN201710790835A CN110019351A CN 110019351 A CN110019351 A CN 110019351A CN 201710790835 A CN201710790835 A CN 201710790835A CN 110019351 A CN110019351 A CN 110019351A
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- G06—COMPUTING; CALCULATING OR COUNTING
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2455—Query execution
- G06F16/24568—Data stream processing; Continuous queries
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- G—PHYSICS
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
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Abstract
The present invention provides a kind of data detection method, device and computer readable storage medium, is related to field of communication technology, the accuracy of the detection to the quality of data.Data detection method of the invention includes: to obtain producer's source code flow and producer External Data Representation XDR；Producer's source code flow is parsed and generates specification XDR；The producer XDR and the specification XDR are compared, Data Detection result is obtained.The accuracy of the detection of the quality of data can be improved in the present invention.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of data detection methods, 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.
In the prior art, the detection of the DPI quality of data is carried out by the way of testing, but data sample amount and process
Far from the requirement for reaching complete detection DPI equipment performance.Therefore, the detection of the DPI quality of data is carried out using currently existing scheme
Accuracy it is not high.
Summary of the invention
In view of this, the present invention provides a kind of data detection method, device and computer readable storage medium, to improve
The accuracy of the detection of the quality of data.
In order to solve the above technical problems, in a first aspect, the embodiment of the present invention provides a kind of data detection method, comprising:
Obtain producer's source code flow and producer External Data Representation XDR；
Producer's source code flow is parsed and generates specification XDR；
The producer XDR and the specification XDR are compared, Data Detection result is obtained.
Wherein, it states to parse producer's source code flow and generates specification XDR, comprising:
Obtain the XDR ID of each XDR and time in producer's source code flow；
According to the XDR ID of each XDR and time, the process for the XDR that producer reports is inquired, obtains process code；
According to the process code and process decoding rule, producer's source code flow is parsed and generates specification XDR.
Wherein, the producer XDR and the specification XDR are compared described, before obtaining Data Detection result, institute
State method further include:
Duplicate XDR in the producer XDR is removed, target producer XDR is obtained；
Duplicate XDR in the specification XDR is removed, target specification XDR is obtained；
It is described that the producer XDR and the specification XDR are compared, obtain Data Detection result, comprising:
The target producer XDR and the target specification XDR are compared, Data Detection result is obtained.
Wherein, producer's source code flow is parsed described after generating specification XDR, the method also includes:
Store the target producer XDR；And/or
Store the target specification XDR.
Wherein, the Data Detection result includes the one or more in following parameter:
Source code flow repeats that rate, producer XDR is reported to repeat to report rate, XDR synthesis success rate, XDR accuracy rate, XDR field
Percentage of head rice, XDR critical field accuracy rate.
Second aspect, the embodiment of the present invention provide a kind of data detection device, comprising:
Module is obtained, for obtaining producer's source code flow and producer External Data Representation XDR；
Parsing module generates specification XDR for parsing producer's source code flow；
Comparison module obtains Data Detection result for the producer XDR and the specification XDR to be compared.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, including memory, processor, transceiver and storage
On the memory and the computer program that can run on the processor；The processor executes the computer program
Step in the method for Shi Shixian as described in relation to the first aspect.
Fourth aspect, the embodiment of the present invention provide a kind of computer readable storage medium, for storing computer program, institute
State the step realized in method as described in relation to the first aspect when 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, based on producer's source code flow and producer XDR, producer's source code flow is parsed and is obtained
Specification XDR and producer XDR be compared, and then determine Data Detection result.Due to being with producer's source code flow and producer XDR
Basis compares, and therefore, compared with traditional dial testing method, utilizes the scheme analog testing full dose interface of the embodiment of the present invention
Data, to improve the accuracy of the detection of the quality of data.
Detailed description of the invention
Fig. 1 is the flow chart of the data detection method of the embodiment of the present invention；
Fig. 2 is the flow chart of the data detection method of the embodiment of the present invention；
Fig. 3 is the schematic diagram of the data detection device of the embodiment of the present invention；
Fig. 4 is the first structure figure of the data detection device of the embodiment of the present invention；
Fig. 5 is the second structure chart of the data detection device of the embodiment of the present invention；
Fig. 6 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 data detection method of the embodiment of the present invention, comprising:
Step 101 obtains producer's source code flow and producer XDR.
Wherein, producer's source code flow refers to the source code flow that unified DPI manufacturer sends, the unification that producer XDR refers to
The source code flow that DPI producer sends.
Producer's source code flow is parsed generation specification XDR by step 102.
In embodiments of the present invention, the specification XDR can be understood as standard x DR, i.e., the energy generated according to some rule
It is enough to judge the whether accurate XDR of producer XDR.
As previously mentioned, each XDR can use XDR ID (mark) and time unique identification.Specifically, in this step, obtaining
The XDR ID of each XDR and time in producer's source code flow inquire in producer according to the XDR ID of each XDR and time
The process of the XDR of report obtains process code, rule is decoded according to the process code and process, by producer's source code flow
Parsing generates specification XDR.
The producer XDR and the specification XDR are compared step 103, obtain Data Detection result.
By comparison, source code flow repeats that rate, producer XDR is reported to repeat to report rate, XDR synthesis success rate, XDR accurate
Rate, XDR field percentage of head rice, XDR critical field accuracy rate.
Wherein, source code flow repeats that rate is reported to refer in the specification XDR of generation, and duplicate XDR accounts for the ratio of specification XDR
Example；Producer XDR repeats that rate is reported to refer in the XDR that producer reports, and the XDR that repetition reports accounts for the ratio for the XDR that producer reports
Example；XDR synthesis success rate refers to specification XDR quantitatively accuracy；XDR accuracy rate refers to that specification XDR is quasi- in terms of content
True property；XDR field percentage of head rice refers to the integrality of specification XDR field；XDR critical field accuracy rate refers to that specification XDR is closed
The accuracy of key field.
In embodiments of the present invention, based on producer's source code flow and producer XDR, producer's source code flow is parsed and is obtained
Specification XDR and producer XDR be compared, and then determine Data Detection result.Due to being with producer's source code flow and producer XDR
Basis compares, and therefore, compared with traditional dial testing method, utilizes the scheme analog testing full dose interface of the embodiment of the present invention
Data, to improve the accuracy of the detection of the quality of data.
As shown in Fig. 2, the data detection method of the embodiment of the present invention, comprising:
Step 201 obtains producer's source code flow and producer XDR.
After obtaining producer XDR, can first it be stored.
Producer's source code flow is parsed generation specification XDR by step 202.
Duplicate XDR in step 203, the removal producer XDR, obtains target producer XDR.
The target producer XDR refers to the producer XDR after eliminating repetition producer XDR.Here, according to producer XDR's
Each XDR ID and time, duplicate removal repeat the producer XDR reported, export producer's XDR table and duplicate producer XDR table after duplicate removal.
Duplicate XDR in step 204, the removal specification XDR, obtains target specification XDR.
The target specification XDR refers to the specification XDR after eliminating repetition specification XDR.Here, according to specification XDR's
Each XDR ID and time, duplicate removal report the standardization XDR of generation because of source code flow repetition, and source code flow generates after exporting duplicate removal
The standardization XDR table that XDR table and duplicate source code flow generate.
The target producer XDR and the target specification XDR are compared by step 205, obtain Data Detection result.
Compared with prior art, this programme has the advantage that
1, full dose source code flow acquisition parsing
The embodiment of the present invention can support full dose signaling interface: Uu/X2/MR/S1-MME/SGs/S6a signaling data acquisition solution
Analysis, and traditional dial testing method can only carry out part of interface simulation, cannot simulate testing full dose interface data.
2, sample-rich is detected, as a result accurately, comprehensively
(1) embodiment of the present invention detects sample-rich.Now net XDR quantity is up to second grade million, and quantity is far more than tradition
Dial testing method.(2) testing result of the embodiment of the present invention is accurate.The embodiment directly parses source code flow, can not only be in field
Hold accuracy to be checked, and overcome in conventional method and can only carry out whether field fills, whether filling range is correct
Detection difficult.(3) testing process of the embodiment of the present invention is comprehensive.Traditional means carry out the part signaling flow of part of interface by testing
The verification of journey, this product, which receives, parses each all kinds of signaling processes of interface, and detection range is comprehensive.
As shown in figure 3, the data detection device of the embodiment of the present invention, comprising:
Module 301 is obtained, for obtaining producer's source code flow and producer External Data Representation XDR；Parsing module 302 is used
Specification XDR is generated in parsing producer's source code flow；Comparison module 303 is used for the producer XDR and the specification
XDR is compared, and obtains Data Detection result.
Wherein, the parsing module 302 includes: acquisition submodule, for obtaining each XDR in producer's source code flow
XDR ID and time；Inquire submodule, for according to each XDR XDR ID and the time, the stream of XDR that inquiry producer reports
Journey obtains process code；Analyzing sub-module is original by the producer for decoding rule according to the process code and process
Code stream analyzing generates specification XDR.
As shown in figure 4, described device may also include that
First deduplication module 304 obtains target producer XDR for removing duplicate XDR in the producer XDR；Second goes
Molality block 305 obtains target specification XDR for removing duplicate XDR in the specification XDR.At this point, the comparison module 303
It is specifically used for, the target producer XDR and the target specification XDR is compared, obtains Data Detection result.
As shown in figure 5, described device may also include that memory module 306, for storing the producer XDR；And/or storage
The target specification XDR.
Wherein, the Data Detection result includes the one or more in following parameter:
Source code flow repeats that rate, producer XDR is reported to repeat to report rate, XDR synthesis success rate, XDR accuracy rate, XDR field
Percentage of head rice, XDR critical field accuracy rate.
The working principle of device of the present invention can refer to the description of preceding method embodiment.
In embodiments of the present invention, based on producer's source code flow and producer XDR, producer's source code flow is parsed and is obtained
Specification XDR and producer XDR be compared, and then determine Data Detection result.Due to being with producer's source code flow and producer XDR
Basis compares, and therefore, compared with traditional dial testing method, utilizes the scheme analog testing full dose interface of the embodiment of the present invention
Data, to improve the accuracy of the detection of the quality of data.
As shown in fig. 6, the embodiment of the invention provides a kind of electronic equipment, comprising:
Processor 600 executes following process for reading the program in memory 620:
Obtain producer's source code flow and producer External Data Representation XDR；Producer's source code flow is parsed and generates specification
XDR；The producer XDR and the specification XDR are compared, Data Detection result is obtained；
Transceiver 610, for sending and receiving data under the control of processor 600.
Wherein, in Fig. 6, bus architecture may include the bus and bridge of any number of interconnection, specifically by processor 600
The various circuits for the memory that the one or more processors and memory 620 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 610 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 600, which is responsible for management bus architecture and common processing, memory 620, can store processor 600 and is executing operation
When used data.
Processor 600, which is responsible for management bus architecture and common processing, memory 620, can store processor 600 and is holding
Used data when row operation.
Processor 600 is also used to read the computer program, executes following steps:
Obtain the XDR ID of each XDR and time in producer's source code flow；
According to the XDR ID of each XDR and time, the process for the XDR that producer reports is inquired, obtains process code；
According to the process code and process decoding rule, producer's source code flow is parsed and generates specification XDR.
Processor 600 is also used to read the computer program, executes following steps:
Duplicate XDR in the producer XDR is removed, target producer XDR is obtained；
Duplicate XDR in the specification XDR is removed, target specification XDR is obtained；
The target producer XDR and the target specification XDR are compared, Data Detection result is obtained.
Processor 600 is also used to read the computer program, executes following steps:
Store the producer XDR；And/or
Store the target specification XDR.
Wherein, the Data Detection result includes the one or more in following parameter:
Source code flow repeats that rate, producer XDR is reported to repeat to report rate, XDR synthesis success rate, XDR accuracy rate, XDR field
Percentage of head rice, XDR critical field accuracy rate.
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 producer's source code flow and producer External Data Representation XDR；
Producer's source code flow is parsed and generates specification XDR；
The producer XDR and the specification XDR are compared, Data Detection result is obtained.
Wherein, described parse producer's source code flow generates specification XDR, comprising:
Obtain the XDR ID of each XDR and time in producer's source code flow；
According to the XDR ID of each XDR and time, the process for the XDR that producer reports is inquired, obtains process code；
According to the process code and process decoding rule, producer's source code flow is parsed and generates specification XDR.
Wherein, the producer XDR and the specification XDR are compared described, before obtaining Data Detection result, institute
State method further include:
Duplicate XDR in the producer XDR is removed, target producer XDR is obtained；
Duplicate XDR in the specification XDR is removed, target specification XDR is obtained；
It is described that the producer XDR and the specification XDR are compared, obtain Data Detection result, comprising:
The target producer XDR and the target specification XDR are compared, Data Detection result is obtained.
Wherein, producer's source code flow is parsed described after generating specification XDR, the method also includes:
Store the producer XDR；And/or
Store the target specification XDR.
Wherein, the Data Detection result includes the one or more in following parameter:
Source code flow repeats that rate, producer XDR is reported to repeat to report rate, XDR synthesis success rate, XDR accuracy rate, XDR field
Percentage of head rice, XDR critical field accuracy rate.
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 (8)
1. a kind of data detection method characterized by comprising
Obtain producer's source code flow and producer External Data Representation XDR；
Producer's source code flow is parsed and generates specification XDR；
The producer XDR and the specification XDR are compared, Data Detection result is obtained.
2. the method according to claim 1, wherein described parse producer's source code flow generates specification
XDR, comprising:
Obtain the XDR ID of each XDR and time in producer's source code flow；
According to the XDR ID of each XDR and time, the process for the XDR that producer reports is inquired, obtains process code；
According to the process code and process decoding rule, producer's source code flow is parsed and generates specification XDR.
3. the method according to claim 1, wherein the producer XDR and specification XDR is carried out described
It compares, before obtaining Data Detection result, the method also includes:
Duplicate XDR in the producer XDR is removed, target producer XDR is obtained；
Duplicate XDR in the specification XDR is removed, target specification XDR is obtained；
It is described that the producer XDR and the specification XDR are compared, obtain Data Detection result, comprising:
The target producer XDR and the target specification XDR are compared, Data Detection result is obtained.
4. according to the method described in claim 3, it is characterized in that, generating specification in described parse producer's source code flow
After XDR, the method also includes:
Store the producer XDR；And/or
Store the target specification XDR.
5. the method according to claim 1, wherein the Data Detection result includes one in following parameter
Or it is multinomial:
Source code flow repeats that rate, producer XDR is reported to repeat to report rate, XDR synthesis success rate, XDR accuracy rate, XDR field complete
Rate, XDR critical field accuracy rate.
6. a kind of data detection device characterized by comprising
Module is obtained, for obtaining producer's source code flow and producer External Data Representation XDR；
Parsing module generates specification XDR for parsing producer's source code flow；
Comparison module obtains Data Detection result for the producer XDR and the specification XDR to be compared.
7. a kind of electronic equipment, including memory, processor, transceiver and it is stored on the memory and can be in the processing
The computer program run on device；It is characterized in that, the processor realizes such as claim 1 when executing the computer program
Step into method described in any one of 5.
8. a kind of computer readable storage medium, for storing computer program, which is characterized in that the computer program is located
Manage the step realized in the method as described in any one of claims 1 to 5 when device executes.
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| CN114501514A (en) * | 2020-10-26 | 2022-05-13 | 中国移动通信有限公司研究院 | Information processing method, device and equipment |
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