CN106021415B - A kind of data validation method and system - Google Patents
A kind of data validation method and system Download PDFInfo
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Abstract
The invention discloses a kind of data validation method and system, data validation system calls the checking for example that check currently checked on node configuration information and to check data source, instantiates to example is checked；Parsing instantiation checks case-based system relevant parameter；Running example checks example, obtains index operation result and is inserted in index checklist；Check instantiation checks example, when the mode that checks is group mode, will be checked rule based on business date and default fractionation rule and be split；Index operation result in Comparative indices checklist with whether check rule consistent, obtain comparison result and be inserted in and check result table；It calls and executes the operation of data validation corresponding to the comparison result that checks in result table.Based on data validation method disclosed above, taken into account data validation integrality, accuracy and safety, can check it is multiple check that index, refinement checks index and flexible configuration checks rule, to achieve the purpose that check comprehensively.
Description
Technical field
The present invention relates to finance data processing technology field more particularly to a kind of data validation method and system.
Background technique
With the development of financial field, a large amount of business is developed in banking system, for involved in bank's IT system very
The problem of more data consistencies, such as client's pipelined data will coincide with customer account data and guarantee the consistent of input and output
Property；The transaction data for being included in integral calculation and the integral being aggregated under customer name are consistent.These final data results it is correct
Property is required by being verified.
Currently, since the stroke count of bank's data to be tested is huge, if carrying out the calculating of complete content for data to be tested
There are many time needed therefore cannot take into account the real-time of data, therefore sampling Detection side is often used when real data checks
Formula carries out quality of data calculating, but so it cannot be guaranteed that the integrality and accuracy of comprehensive data quality；It is above-mentioned in order to solve
Problem stores initial data by cloud platform, during being loaded into data warehousing, carries out quality testing by cloud operation
With compare, but the method be unfavorable for it is local check, in addition not can guarantee the safety of data yet.
It can be seen from the above, existing technical solution can not combine integrality, accuracy and safety in data validation
Property.
Summary of the invention
In view of this, the present invention provides a kind of data validation method and system, to solve existing technical solution in data
The problem of integrality, accuracy and safety can not be combined when checking.Technical solution is as follows:
A kind of data validation method is applied to data validation system, comprising:
It calls the checking for example that check currently checked on node configuration information and to check data source, checks example to described
It is instantiated；
Parsing instantiation checks example, obtains being contained in the parameter checked in configuration information, wherein the parameter
Include: the business date, check mode, execution pattern, example ID and check rule；
Run the instantiation checks example, based on the business date, it is described check mode, the execution pattern and
The example ID obtains the index operation result for checking example of the instantiation, and the index operation result is inserted in
Index checklist；
Check the instantiation checks example, when it is described check mode for group mode when, be based on the business date, with
And preset fractionation rule splits the rule that checks；
After comparing the index operation result in the index checklist and splitting whether check rule consistent, and obtain
Comparison result is taken, the comparison result is inserted in and checks result table；
It calls and executes data validation operation corresponding to the comparison result checked in result table.
Preferably, when it is described to check mode be single mode when, the operation instantiation checks example, based on described
The business date, it is described check mode, the execution pattern and the example ID, obtain the index for checking example of the instantiation
Operation result, and the index operation result is inserted in index checklist, later, further includes:
Check the instantiation checks example, is based on the business date, stores described in the index checklist
Index operation result, wherein the single mode is index mode.
Preferably, the operation instantiation checks example, based on the business date, described checks mode, institute
Execution pattern and the example ID are stated, the index operation result for checking example of the instantiation is obtained, and the index is transported
Row result is inserted in index checklist, comprising:
Based on the business date, it is described check mode and the example ID, obtain and check that mode is corresponding to be examined with described
Core index, and by it is described check index and be stored in check index pond；
One is checked in index pond described in determination and checks index as index is currently checked, and is obtained and described is currently checked index
Operating status, wherein the operating status include: operation in, success or failure；
Judge the execution pattern for checking example of the instantiation and described currently checks the operation shape of index
State；
When the execution pattern is to enforce and when the operating status is in operation, terminate described currently to check index
Operation, determine described in check in index pond next index that checks as currently checking index, and return described in execution acquisition
The step for currently checking the operating status of index；
When the execution pattern is compulsory execution and the operating status is failure or success, execute to the current inspection
Core index whether be root node judgement；
When the execution pattern be skip execution and the operating status be operation in or success when, terminate the current inspection
The operation of core index, determine described in check in index pond next index that checks as currently checking index, and return to execution and obtain
Take described the step for currently checking the operating status of index；
When the execution pattern is to skip execution and when the operating status is unsuccessfully, executes and currently check index to described
Whether be root node judgement；
It is described execute to it is described currently check index whether be root node judgement, comprising:
If described, currently to check index be not root node, terminates the operation for currently checking index, determine described in check
Next index that checks is as currently checking index in index pond, and returns to execute and obtain the current operation shape for checking index
The step for state；
If described, currently to check index be root node, run it is described currently checks index, update and described currently check index
Operating status, and currently check the index operation result of index by described and be inserted in the index checklist, terminate described work as
Before check the operation of index, determine described in check in index pond next index that checks as currently checking index, and return and hold
Row obtains described the step for currently checking the operating status of index.
Preferably, it is described check the instantiation check example, when it is described check mode as group mode when, based on described
Business date and preset fractionation rule split the rule that checks, comprising:
Based on the business date, the index operation in the index checklist corresponding with described group of mode is obtained
As a result, wherein described group of mode includes: program schema and mode of rule；
The rule that checks is split according to preset fractionation rule, and regular storage will be checked after the fractionation
In checking regular pond.
Preferably, described to call and execute data validation behaviour corresponding to the comparison result checked in result table
Make, comprising:
The comparison result checked in result table is called and executes, acquisition is described currently to check checking on node
The corresponding return code of example, wherein when the comparison result is correct, the corresponding return code of acquisition is 0, when the comparison
When being as a result wrong, the corresponding return code of acquisition is -1；
The dispatch layer operated to control data validation sends the Row control request for carrying corresponding return code, wherein
It is described carry the Row control that return code is 0 request the operation of corresponding data validation be jump and carry out it is next check node,
It is described that carry the Row control that return code is -1 to request the operation of corresponding data validation be to interrupt；
Execute corresponding data validation operation.
A kind of data validation system, comprising:
Module is instantiated, for calling the checking for example that check currently checked on node configuration information and to check data
Source instantiates the example that checks；
Parsing module checks example for parse instantiation, obtains being contained in the parameter checked in configuration information,
Wherein, the parameter includes: the business date, checks mode, execution pattern, example ID and check rule；
Run module, check example for run the instantiation, based on the business date, it is described check mode,
The execution pattern and the example ID, obtain the index operation result for checking example of the instantiation, and by the index
Operation result is inserted in index checklist；
First checks module, checks example for check the instantiation, when it is described check mode as group mode when, base
The rule that checks is split in the business date and preset fractionation rule；
Comparison module checks rule for the index operation result in the index checklist and after splitting
It is whether consistent, and comparison result is obtained, the comparison result is inserted in and checks result table；
Execution module, for calling and executing data validation corresponding to the comparison result checked in result table
Operation.
Preferably, further includes:
Second checks module, checks example for check the instantiation, when it is described to check mode be single mode when, base
In the business date, the index operation result in the index checklist is stored, wherein the single mode is index mould
Formula.
Preferably, the operation module, comprising:
Index selection unit, for based on the business date, it is described check mode and the example ID, obtain with it is described
Check mode and check index accordingly, and by it is described check index and be stored in check index pond；
Operating status acquiring unit checks index as currently checking finger for checking in index pond one described in determination
Mark obtains and described currently checks the operating status of index, wherein the operating status includes: in operation, success or failure；
First judging unit, for judging the execution pattern for checking example of the instantiation and described currently checking
The operating status of index；When the execution pattern is compulsory execution and the operating status is in operation, to the second control
Unit processed sends the first judging result；When the execution pattern is compulsory execution and the operating status is failure or success,
First is sent to second judgment unit to execute instruction；When the execution pattern be skip execution and the operating status be in operation
Or when success, the second control unit of Xiang Suoshu sends the second judging result；When the execution pattern is to skip execution and the fortune
When row state is failure, Xiang Suoshu second judgment unit sends second and executes instruction；
The second judgment unit is executed instruction for receiving described first and is executed instruction with described second, and is executed pair
It is described currently check index whether be root node judgement；If the index that currently checks is not root node, Xiang Suoshu second is controlled
Unit processed sends third judging result；If described, currently to check index be root node, sends the 4th judgement to first control unit
As a result；
The first control unit, for receiving the 4th judging result, operation is described currently to check index, updates institute
The operating status for currently checking index is stated, and the index operation result for currently checking index is inserted in the index and is checked
Table, the second control unit of Xiang Suoshu send third and execute instruction；
Second control unit is sentenced for receiving first judging result, second judging result, the third
Disconnected result and the third execute instruction, and terminate the operation for currently checking index, under checking in index pond described in determination
One checks index as currently checking index, and returns to execution and obtain and described current check this step of the operating status of index
Suddenly.
Preferably, described first module is checked, comprising:
Index operation result acquiring unit obtains corresponding with described group of mode described for being based on the business date
The index operation result in index checklist, wherein described group of mode includes: program schema and mode of rule；
Regular split cells for being split the rule that checks according to preset fractionation rule, and is torn open described
The rule that checks after point is stored in and checks regular pond.
Preferably, the execution module, comprising:
Return code acquiring unit, for calling and executing the comparison result checked in result table, described in acquisition
Currently check and check the corresponding return code of example on node, wherein when the comparison result is correct, acquisition it is corresponding
Return code is 0, and when the comparison result is mistake, the corresponding return code of acquisition is -1；
Row control request transmitting unit, the dispatch layer transmission for operating to control data validation carries to be returned accordingly
Return the Row control request of code, wherein carrying the Row control that return code is 0 and requesting corresponding data validation operation is to jump
And carry out it is next check node, carrying the Row control that return code is -1 and requesting the operation of corresponding data validation is to interrupt；
Execution unit, for executing corresponding data validation operation.
It compares and the prior art, what the present invention realized has the beneficial effect that
A kind of above data validation method and system provided by the present invention are currently checked by data validation system calling
The checking for example that check on node and checks data source at configuration information, instantiates to example is checked；Parsing instantiation
Example is checked, obtains being contained in the parameter checked in configuration information, wherein parameter includes: the business date, checks mode, executes
Mode, example ID and check rule；Running example checks example, based on the business date, checks mode, execution pattern and reality
Example ID, obtains the index operation result for checking example of instantiation, and index operation result is inserted in index checklist；It checks
Instantiation checks example, when the mode that checks is group mode, will check rule based on business date and preset fractionation rule
Then split；Index operation result in Comparative indices checklist with split after whether check rule consistent, and obtain ratio
Result table is checked compared with as a result, comparison result is inserted in；It calls and executes number corresponding to the comparison result that checks in result table
It is operated according to checking.Data validation integrality, accuracy and safety have been taken into account based on data validation method disclosed above, can have been examined
Core is multiple to check that index, refinement checks index and flexible configuration checks rule, to achieve the purpose that check comprehensively.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 is a kind of data validation method flow diagram disclosed in the embodiment of the present invention one；
Fig. 2 is a kind of data validation method flow diagram disclosed in the embodiment of the present invention two；
Fig. 3 is a kind of data validation method flow diagram disclosed in the embodiment of the present invention three；
Fig. 4 is another kind data validation method flow diagram disclosed in the embodiment of the present invention three；
Fig. 5 is another kind data validation method flow diagram disclosed in the embodiment of the present invention three；
Fig. 6 is a kind of data validation system structure diagram disclosed in the embodiment of the present invention four；
Fig. 7 is a kind of data validation system structure diagram disclosed in the embodiment of the present invention five；
Fig. 8 is a kind of data validation system structure diagram disclosed in the embodiment of the present invention six；
Fig. 9 is another kind data validation system structure diagram disclosed in the embodiment of the present invention six；
Figure 10 is another kind data validation system structure diagram disclosed in the embodiment of the present invention six.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Embodiment one
A kind of data validation method disclosed by the embodiments of the present invention is applied to data validation system, flow chart such as Fig. 1 institute
Show, data validation method includes:
S101 calls the checking for example that check currently checked on node configuration information and to check data source, to checking reality
Example is instantiated；
During executing step S101, checking configuration information includes: to check index allocation information and check rule to match
Confidence breath；Checking index allocation and checking regular configuration step includes: to be configured according to corresponding allocation list, will be configured
Allocation list imports database；Checking data source includes: database table, text file, view object and SQL result；Data validation
System call currently check on node check example check configuration information and check data source to check example carry out example
Change.
S102, parse instantiation checks example, obtains being contained in the parameter checked in configuration information, wherein parameter packet
Include: the business date checks mode, execution pattern, example ID and checks rule；
During executing step S102, parse instantiation checks example, can according to check index allocation information and
It checks rule configuration information and obtains relevant parameter, parameter includes: the business date, checks mode, execution pattern, example ID and check
Rule, wherein the mode of checking includes: single mode and group mode, and single mode is index mode, group mode include: program schema and
Mode of rule, execution pattern include: compulsory execution mode and skip execution pattern.
S103, running example check example, based on the business date, check mode, execution pattern and example ID, obtain
The index operation result for checking example of instantiation, and index operation result is inserted in index checklist；
During executing step S103, running example checks example, according in parameter the business date, check
Mode, execution pattern and example ID, can obtain the index operation result for checking example of instantiation, and index operation result is inserted
Enter and is stored in index checklist.
S104, check instantiation checks example, when the mode that checks is group mode, is based on the business date, and default
Fractionation rule will check rule and split；
During executing step S104, when the mode of checking is group mode, it is based on business date and preset fractionation
Rule will check rule and split, and is stored in and checks in regular pond, wherein the corresponding rule that checks of program schema is one
A or multiple, the corresponding rule that checks of mode of rule is one.
S105, index operation result in Comparative indices checklist with split after whether check rule consistent, and obtain
Comparison result is inserted in and checks result table by comparison result；
Index operation result and inspection during executing step S105, in the corresponding index checklist of comparative group mode
Whether checking in core rule pond be regular consistent, and obtains comparison result, wherein comparison result includes: correct and mistake, will be compared
It is inserted in compared with result with code form and checks result table, wherein code T is represented correctly, and code F represents mistake.
S106 is called and is executed the operation of data validation corresponding to the comparison result that checks in result table；
During executing step S106, the comparison result checked in result table is called, and execute according to comparison result
Corresponding data validation operation.
Data validation method disclosed by the embodiments of the present invention, data validation system, which is called currently to check, checks reality on node
Checking for example and checks data source at configuration information, instantiates to example is checked；Parsing instantiation checks example, is wrapped
Contained in the parameter checked in configuration information, wherein parameter includes: the business date, checks mode, execution pattern, example ID and inspection
Core rule；Running example checks example, based on the business date, checks mode, execution pattern and example ID, obtains instantiation
The index operation result for checking example, and index operation result is inserted in index checklist；Check instantiation checks reality
Example will be checked rule and be split when the mode that checks is group mode based on business date and preset fractionation rule；Than
Compared in index checklist index operation result with split after whether check rule consistent, and obtain comparison result, will compare
As a result it is inserted in and checks result table；It calls and executes the operation of data validation corresponding to the comparison result that checks in result table.Base
In data validation method disclosed above, data validation integrality, accuracy and peace can be taken into account when the mode that checks is group mode
Quan Xing, can check it is multiple check that index, refinement checks index and flexible configuration checks rule, to reach the mesh checked comprehensively
's.
Embodiment two
Based on a kind of data validation method disclosed in the embodiments of the present invention one, the present embodiment two discloses another number
According to check method, flow chart is as shown in Figure 2, comprising:
S101 calls the checking for example that check currently checked on node configuration information and to check data source, to checking reality
Example is instantiated；
S102, parse instantiation checks example, obtains being contained in the parameter checked in configuration information, wherein parameter packet
Include: the business date checks mode, execution pattern, example ID and checks rule；
S103, running example check example, based on the business date, check mode, execution pattern and example ID, obtain
The index operation result for checking example of instantiation, and index operation result is inserted in index checklist；
S201, when the mode that checks is single mode, check instantiation checks example, is based on the business date, stores index
Index operation result in checklist, wherein the single mode is index mode；
During executing step S201, when the mode that checks is single mode, the index in index checklist is run
As a result it is stored, to be called when carrying out data validation.
S104, check instantiation checks example, when the mode that checks is group mode, is based on the business date, and default
Fractionation rule will check rule and split；
S105, index operation result in Comparative indices checklist with split after whether check rule consistent, and obtain
Comparison result is inserted in and checks result table by comparison result；
S106 is called and is executed the operation of data validation corresponding to the comparison result that checks in result table.
In the data validation method disclosed in the embodiment of the present invention two, step S101~step S106 implementation procedure with it is upper
Step S101~step the S106 for stating embodiment one is consistent, and details are not described herein, please refers to portion disclosed in the embodiment of the present invention one
Point.Data validation method disclosed by the embodiments of the present invention, data validation system call the example that checks currently checked on node
It checks configuration information and checks data source, instantiated to example is checked；Parsing instantiation checks example, is contained in
Check the parameter in configuration information, wherein parameter includes: the business date, checks mode, execution pattern, example ID and check rule
Then；Running example checks example, based on the business date, checks mode, execution pattern and example ID, obtains the inspection of instantiation
The index operation result of example is verified, and index operation result is inserted in index checklist；Check instantiation checks example, when
When checking mode to organize mode, it will check rule based on business date and preset fractionation rule and split；Comparative indices
Index operation result in checklist with split after whether check rule consistent, and obtain comparison result, comparison result inserted
Enter to check result table；It calls and executes the operation of data validation corresponding to the comparison result that checks in result table；When checking mould
When formula is single mode, check instantiation checks example, is based on the business date, and the index stored in index checklist runs knot
Fruit, wherein the single mode is index mode.It can be group mode in the mode that checks based on data validation method disclosed above
When, take into account data validation integrality, accuracy and safety, can check it is multiple check index, refinement check index and flexibly match
It sets and checks rule, thus achieve the purpose that check comprehensively, it can also be when the mode that checks be single mode, to the finger in index checklist
Mark operation result is stored, to be called when carrying out data validation.
Embodiment three
Based on a kind of data validation method disclosed in the embodiments of the present invention one and embodiment two, as shown in Figure 1 and Figure 2
In step S103 out, running example checks example, based on the business date, checks mode, execution pattern and example ID, obtains
The index operation result for checking example of instantiation is taken, and index operation result is inserted in specifically executing for index checklist
Journey, as shown in figure 3, including the following steps:
S301 based on the business date, checks mode and example ID, obtain it is corresponding with the mode that checks check index, and will
It checks index and is stored in and check index pond；
During executing step S301, based on the business date, mode and example ID are checked, obtain and checks mode phase
The index set merging that checks answered is stored in and checks index pond, wherein when the mode that checks is single mode, obtains single mode and checks finger
Mark；When the mode that checks is group mode, acquisition group mode checks index, and is stored in and checks index pond.
S302 determines that checking in index pond one checks index as index is currently checked, and obtains and currently checks index
Operating status, wherein the operating status include: operation in, success or failure；
S303 judges the execution pattern for checking example of instantiation and the operating status for currently checking index；
During executing step S303, data validation system is currently checked according to execution pattern and checking in index pond
The operating status of index sends and following different checks instruction.
S304 terminates the operation for currently checking index when execution pattern is compulsory execution and operating status is in operation,
It determines and checks in index pond next index that checks as currently checking index, and return to execute and obtain the current fortune for checking index
The step for row state；
S305 is executed when execution pattern is compulsory execution and operating status is failure or success and is checked index to current
Whether be root node judgement；
During executing step S305, when execution pattern is compulsory execution and operating status is failure or success,
Data validation system execute currently check index whether be root node judgement, wherein be root node index, indicate the index
One or more indexs can once be checked.
S306, when execution pattern is to skip execution and operating status is terminates currently to check index in operation or when success
Operation, determine and check in index pond next index that checks as currently checking index, and return to execution acquisition and currently check
The step for operating status of index；
S307, when execution pattern is to skip execution and when operating status is unsuccessfully, execute to currently check index whether be
The judgement of root node；
During executing step S307, when execution pattern is to skip execution and when operating status is unsuccessfully, data inspection
Core system execute currently check index whether be root node judgement, wherein be root node index, indicate that the index can be primary
Check one or more indexs.
It is described execution currently check index whether be root node judgement, comprising:
S308 terminates the operation for currently checking index if currently checking index is not root node, and determination checks in index pond
Next index that checks returns to execution and obtains current the step for checking the operating status of index as currently checking index；
S309, if currently checking index is root node, operation currently checks index, updates the operation shape for currently checking index
State, and the index operation result for currently checking index is inserted in index checklist, terminate the operation for currently checking index, determines
Next index that checks is checked in index pond as currently checking index, and returns to execute and obtains the current operation shape for checking index
The step for state.
Data validation method disclosed by the embodiments of the present invention, data validation system are based on the business date, check mode and reality
Example ID, obtain it is corresponding with the mode that checks check index, and index will be checked be stored in and check index pond；Determination checks index pond
In one check index as currently index is checked, obtain the operating status for currently checking index；Judgement instantiation checks reality
The execution pattern of example and the operating status for currently checking index；When execution pattern be enforce and operating status be in operation
When, terminate currently to check the operation of index, determines and check in index pond next index that checks as currently checking index, and return
Receipt row obtains the step for currently checking the operating status of index；When execution pattern be enforce and operating status be failure
Or success when, execute to currently check index whether be root node judgement；When execution pattern is to skip execution and operating status
To terminate currently to check the operation of index in operation or when success, determines and check in index pond next index that checks as working as
Before check index, and return to execution and obtain currently the step for checking the operating status of index；When execution pattern is to skip execution
And operating status be failure when, execute to currently check index whether be root node judgement；If currently checking index is not root
Node terminates currently to check the operation of index, determines and checks in index pond next index that checks as currently checking index, and
It returns to execute and obtains the step for currently checking the operating status of index；If currently checking index is root node, current inspection is run
Core index updates the operating status for currently checking index, and the index operation result for currently checking index is inserted in index inspection
Core table terminates currently to check the operation of index, determines and checks in index pond next index that checks as currently checking index, and
It returns to execute and obtains the step for currently checking the operating status of index.Based on data validation method disclosed above, data inspection
Core system can be obtained the index operation result for checking example of instantiation, index is transported based on the parameter checked in configuration information
Row result is inserted in index checklist, when the mode that checks is group mode, takes into account data validation integrality, accuracy and safety
Property, can check it is multiple check that index, refinement checks index and flexible configuration checks rule, to achieve the purpose that check comprehensively,
The index operation result in index checklist can also be stored, when the mode that checks is single mode to carry out data inspection
It is called when core.
Based on a kind of data validation method disclosed in the embodiments of the present invention one, in step S104 as shown in figure 1, inspection
Core instantiation checks example, when the mode that checks is group mode, will be checked based on business date and preset fractionation rule
The specific implementation procedure that rule is split, as shown in figure 4, including the following steps:
S401 is based on the business date, obtains the index operation result in index checklist corresponding with group mode, wherein
Group mode includes: program schema and mode of rule；
S402 will check rule according to preset fractionation rule and split, and the rule that checks after fractionation will be stored in
Check regular pond.
During executing step S402, data validation system will check rule according to preset fractionation rule and tear open
Point, and the rule that checks after fractionation is stored in and checks in regular pond, wherein program schema is corresponding check rule for one or
Multiple, the corresponding rule that checks of mode of rule is one.
Data validation method disclosed by the embodiments of the present invention, when the mode that checks is group mode, data validation system is based on
The business date obtains the index operation result in index checklist corresponding with group mode；It will inspection according to preset fractionation rule
Core rule is split, and is stored in and checks regular pond the rule that checks after fractionation.Based on data validation side disclosed above
Method, when the mode that checks is group mode, data validation system can be advised based on the parameter checked in configuration information and preset fractionation
Rule will then be checked to split, taken into account data validation integrality, accuracy and safety, can check it is multiple check index,
Refinement checks index and flexible configuration checks rule, to achieve the purpose that check comprehensively
Based on a kind of data validation method disclosed in the embodiments of the present invention one, in step S106 as shown in figure 1, adjust
With and execute and check the specific implementation procedure of the operation of data validation corresponding to comparison result in result table, as shown in figure 5, packet
Include following steps:
S501 calls and executes the comparison result checked in result table, obtains current check and checks example phase on node
The return code answered, wherein when comparison result is correct, the corresponding return code of acquisition is 0, when comparison result is mistake,
The corresponding return code obtained is -1；
During executing step S501, the comparison result checked in result table is called and executes, acquisition currently checks
The corresponding return code of example is checked on node, wherein the return code that comparison result is T is 0, and comparison result is the return code of F
It is -1.
S502, the dispatch layer operated to control data validation send the Row control request for carrying corresponding return code,
Wherein, carry the Row control that return code is 0 request the operation of corresponding data validation be jump and carry out it is next check node,
Carrying the Row control that return code is -1 and requesting corresponding data validation operation is to interrupt；
During executing step S502, the dispatch layer of control data validation operation includes multiple working nodes, each
Working node include it is multiple check node, each check node and can run one or more and check example, dispatch layer can pass through tune
Degree tool is scheduled, and can also be scheduled by simple shell script.When opening a working node, checked currently
Row control request with corresponding return code is sent to scheduling by Row control interface by node, data validation system
Layer, dispatch layer judge whether to next data validation for checking node according to request.
S503 executes corresponding data validation operation；
During executing step S503, data validation system checks flow control instructions according to the return of dispatch layer
Corresponding data validation process is executed, when checking flow control instructions to interrupt, the stopping of data validation system is checked, to mistake
Data processing is correctly jumped afterwards by manual type transmission and carries out next operation requests for checking node；When checking Row control
Instruction for jump and carry out it is next check node, data validation system continues to check next node that checks.
Data validation method disclosed by the embodiments of the present invention, data validation system are called and execute the ratio checked in result table
Compared with as a result, obtaining current check checks the corresponding return code of example on node, wherein when comparison result is correct, obtain
Corresponding return code be 0, when comparison result is mistake, the corresponding return code of acquisition is -1；To control data validation behaviour
The dispatch layer of work sends the Row control request for carrying corresponding return code, wherein carries the Row control that return code is 0
Requesting corresponding data validation operation is to jump and carry out next Row control request for checking node, carrying that return code is -1
Corresponding data validation operation is to interrupt；Execute corresponding data validation operation.Based on data validation method disclosed above,
When checking mode to organize mode, data validation system can call the comparison result checked in result table to carry to dispatch layer transmission
The Row control request of corresponding return code, and execute corresponding data validation operation has taken into account data validation integrality, accurate
Property and safety, can check it is multiple check that index, refinement checks index and flexible configuration checks rule, checked comprehensively to reach
Purpose.
Example IV
Based on the data validation method that each embodiment of aforementioned present invention provides, the present embodiment four fundamental rules correspondence is disclosed in execution
The data validation system of data validation method is stated, structural schematic diagram is as shown in fig. 6, data validation system 600 includes:
Module 601 is instantiated, for calling the checking for example that check currently checked on node configuration information and to check number
According to source, instantiated to example is checked；
Parsing module 602, for parse instantiation check example, obtain being contained in the parameter checked in configuration information,
Wherein, parameter includes: the business date, checks mode, execution pattern, example ID and check rule；
Run module 603, check example for running example, based on the business date, check mode, execution pattern and
Example ID, obtains the index operation result for checking example of instantiation, and index operation result is inserted in index checklist；
First checks module 604, checks example for check instantiation, when the mode that checks is group mode, is based on industry
Business date and preset fractionation rule will check rule and split；
Whether comparison module 605 checks rule for the index operation result in Comparative indices checklist and after splitting
Unanimously, and comparison result is obtained, comparison result is inserted in and checks result table；
Execution module 606, for calling and executing the operation of data validation corresponding to the comparison result checked in result table.
Data validation system disclosed by the embodiments of the present invention is called by instantiation module and currently checks checking on node
Checking for example and checks data source at configuration information, instantiates to example is checked；Parsing module parsing instantiation checks
Example obtains being contained in the parameter checked in configuration information, wherein parameter include: the business date, check mode, execution pattern,
Example ID and check rule；Operation module running example checks example, based on the business date, checks mode, execution pattern
And example ID, the index operation result for checking example of instantiation is obtained, and index operation result is inserted in index checklist；
First check that module checks instantiation check example, when the mode that checks is group mode, based on business date and preset
Fractionation rule will check rule and split；The inspection after index operation result and fractionation in comparison module Comparative indices checklist
Whether core rule is consistent, and obtains comparison result, and comparison result is inserted in and checks result table；Execution module is called and executes inspection
The operation of data validation corresponding to comparison result in core result table.Based on data validation method disclosed above, can check
Mode be group mode when, take into account data validation integrality, accuracy and safety, can check it is multiple check index, refinement check
Index and flexible configuration check rule, to achieve the purpose that check comprehensively.
Embodiment five
The data validation system in conjunction with disclosed in above-described embodiment four, the present embodiment five also disclose a kind of data validation system
System, structural schematic diagram as shown in fig. 7,
Data validation system 600, further includes:
Second checks module 701, checks example for check instantiation, when the mode that checks is single mode, is based on industry
It is engaged in the date, stores the index operation result in index checklist, wherein single mode is index mode.
Data validation system disclosed by the embodiments of the present invention is called by instantiation module and currently checks checking on node
Checking for example and checks data source at configuration information, instantiates to example is checked；Parsing module parsing instantiation checks
Example obtains being contained in the parameter checked in configuration information, wherein parameter include: the business date, check mode, execution pattern,
Example ID and check rule；Operation module running example checks example, based on the business date, checks mode, execution pattern
And example ID, the index operation result for checking example of instantiation is obtained, and index operation result is inserted in index checklist；
First check that module checks instantiation check example, when the mode that checks is group mode, based on business date and preset
Fractionation rule will check rule and split；The inspection after index operation result and fractionation in comparison module Comparative indices checklist
Whether core rule is consistent, and obtains comparison result, and comparison result is inserted in and checks result table；Execution module is called and executes inspection
The operation of data validation corresponding to comparison result in core result table；Second check that module checks the instantiation check reality
Example is based on the business date, stores the index operation result in the index checklist, wherein the single mode is
Index mode.Based on data validation method disclosed above, it is complete that data validation can be taken into account when the mode that checks is group mode
Property, accuracy and safety, can check it is multiple check that index, refinement checks index and flexible configuration checks rule, to reach
The purpose checked comprehensively can also store the index operation result in index checklist when the mode that checks is single mode,
To be called when carrying out data validation.
Embodiment six
The data validation system in conjunction with disclosed in above-described embodiment four, the present embodiment six also disclose a kind of data validation system
System, structural schematic diagram as shown in figure 8,
Wherein, operation module 603 includes:
Index selection unit 801 obtains corresponding to mode is checked for being based on the business date, checking mode and example ID
Check index, and index will be checked be stored in and check index pond；
Operating status acquiring unit 802, for determining that checking in index pond one checks index as currently checking index,
It obtains and currently checks the operating status of index, wherein operating status includes: in operation, success or failure；
First judging unit 803, the execution pattern for checking example for judging to instantiate and the fortune for currently checking index
Row state；When execution pattern is compulsory execution and operating status is in operation, the first judgement knot is sent to the second control unit
Fruit；When execution pattern is compulsory execution and operating status is failure or success, the first execution is sent to second judgment unit and is referred to
It enables；When execution pattern be skip execution and operating status be operation in or success when, to the second control unit send second judgement
As a result；When execution pattern is to skip execution and when operating status is unsuccessfully, second is sent to second judgment unit and is executed instruction；
Second judgment unit 804 is executed instruction for reception first and is executed instruction with second, and is executed and checked finger to current
Mark whether be root node judgement；If currently checking index is not root node, third judging result is sent to the second control unit；
If currently checking index is root node, the 4th judging result is sent to first control unit；
First control unit 805, for receiving the 4th judging result, operation currently checks index, updates and currently checks finger
Target operating status, and the index operation result for currently checking index is inserted in index checklist, it is sent out to the second control unit
Third is sent to execute instruction；
Second control unit 806, for receiving the first judging result, the second judging result, third judging result and third
It executes instruction, and terminates currently to check the operation of index, determine and check in index pond next index that checks as currently checking
Index, and return to execution and obtain the step for currently checking the operating status of index.
In data validation system disclosed in the present embodiment, operation module can by index selection unit, based on the business date,
Check mode and example ID, obtain it is corresponding with the mode that checks check index, and index will be checked be stored in and check index pond；Fortune
Row state acquiring unit determines that checking in index pond one checks index as index is currently checked, and obtains and currently checks index
Operating status, wherein operating status include: operation in, success or failure；First judging unit judges checking for instantiation
The execution pattern of example and the operating status for currently checking index；When execution pattern be enforce and operating status be in operation
When, the first judging result is sent to the second control unit；When execution pattern is to enforce and operating status is failure or successfully
When, first, which is sent, to second judgment unit executes instruction；When execution pattern be skip execution and operating status be operation in or at
When function, the second judging result is sent to the second control unit；When execution pattern is to skip execution and when operating status is unsuccessfully, to
Second judgment unit sends second and executes instruction；Second judgment unit, reception first is executed instruction to be executed instruction with second, and is held
Row to currently check index whether be root node judgement；If currently checking index is not root node, sent out to the second control unit
Send third judging result；If currently checking index is root node, the 4th judging result is sent to first control unit；First control
Unit receives the 4th judging result, and operation currently checks index, and update currently checks the operating status of index, and will currently examine
The index operation result of core index is inserted in index checklist, sends third to the second control unit and executes instruction；Second control
Unit receives the first judging result, the second judging result, third judging result and third and executes instruction, and terminates currently to check
The operation of index determines and checks in index pond next index that checks as currently checking index, and returns to execution and obtain currently
The step for checking the operating status of index.Based on data validation system disclosed above, can when the mode that checks is group mode,
Take into account data validation integrality, accuracy and safety, can check it is multiple check index, refinement check index and flexible configuration inspection
Core rule can also transport the index in index checklist when the mode that checks is single mode to achieve the purpose that check comprehensively
Row result is stored, to be called when carrying out data validation.
The data validation system in conjunction with disclosed in above-described embodiment four, the present embodiment six also disclose a kind of data validation system
System, structural schematic diagram as shown in figure 9,
Wherein, it first checks module 604 and includes:
Index operation result acquiring unit 901 obtains the index corresponding with group mode and examines for being based on the business date
Index operation result in core table, wherein group mode includes: program schema and mode of rule；
Regular split cells 902 is split for that will check rule according to preset fractionation rule, and will be after fractionation
It checks rule and is stored in and check regular pond.
In data validation system disclosed in the present embodiment, first check module can by index operation result acquiring unit,
Based on the business date, the index operation result in the index checklist corresponding with group mode is obtained；Regular split cells, root
Rule will be checked according to preset fractionation rule to split, and the rule that checks after fractionation is stored in and checks regular pond.It is based on
Data validation system disclosed above can take into account data validation integrality, accuracy and safety when the mode that checks is group mode
Property, can check it is multiple check that index, refinement checks index and flexible configuration checks rule, to achieve the purpose that check comprehensively.
The data validation system in conjunction with disclosed in above-described embodiment four, the present embodiment six also disclose a kind of data validation system
System, structural schematic diagram is as shown in Figure 10,
Wherein, execution module 606 includes:
Return code acquiring unit 1001, for calling and executing the comparison result checked in result table, acquisition is currently checked
The corresponding return code of example is checked on node, wherein when comparison result is correct, the corresponding return code of acquisition is 0, when
When comparison result is mistake, the corresponding return code of acquisition is -1；
Row control request transmitting unit 1002, the dispatch layer transmission for operating to control data validation carry corresponding
Return code Row control request, wherein carry the Row control that return code is 0 and request the operation of corresponding data validation to be
Jump and carry out it is next check node, carry the Row control that return code is -1 and request during the operation of corresponding data validation is
It is disconnected；
Execution unit 1003, for executing corresponding data validation operation.
In data validation system disclosed in the present embodiment, execution module can be called and be executed by return code acquiring unit
The comparison result in result table is checked, current check is obtained and checks the corresponding return code of example on node；Row control request
Transmission unit, the dispatch layer operated to control data validation send the Row control request for carrying corresponding return code；It executes
Unit executes corresponding data validation operation.It can be group mode in the mode that checks based on data validation system disclosed above
When, take into account data validation integrality, accuracy and safety, can check it is multiple check index, refinement check index and flexibly match
It sets and checks rule, to achieve the purpose that check comprehensively.
It should be noted that all the embodiments in this specification are described in a progressive manner, each embodiment weight
Point explanation is the difference from other embodiments, and the same or similar parts between the embodiments can be referred to each other.
For the device disclosed in the embodiment, since it is corresponded to the methods disclosed in the examples, so being described relatively simple, phase
Place is closed referring to method part illustration.
It should also be noted that, herein, relational terms such as first and second and the like are used merely to one
Entity or operation are distinguished with another entity or operation, without necessarily requiring or implying between these entities or operation
There are any actual relationship or orders.Moreover, the terms "include", "comprise" or its any other variant are intended to contain
Lid non-exclusive inclusion, so that the element that the process, method, article or equipment including a series of elements is intrinsic,
It further include either the element intrinsic for these process, method, article or equipments.In the absence of more restrictions,
The element limited by sentence "including a ...", it is not excluded that in the process, method, article or equipment including the element
In there is also other identical elements.
The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention.
Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, of the invention
It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one
The widest scope of cause.
Claims (8)
1. a kind of data validation method, which is characterized in that be applied to data validation system, comprising:
It calls the checking for example that check currently checked on node configuration information and to check data source, the example that checks is carried out
Instantiation；
Parsing instantiation checks example, obtains being contained in the parameter checked in configuration information, wherein the parameter packet
Include: the business date checks mode, execution pattern, example ID and checks rule；
Run the instantiation checks example, based on the business date, described checks mode, the execution pattern and described
Example ID obtains the index operation result for checking example of the instantiation, and the index operation result is inserted in index
Checklist；
Check the instantiation checks example, when it is described check mode as group mode when, be based on the business date, and pre-
If fractionation rule the rule that checks is split；
After comparing the index operation result in the index checklist and splitting whether check rule consistent, and obtain ratio
Result table is checked compared with as a result, the comparison result is inserted in；
It calls and executes data validation operation corresponding to the comparison result checked in result table；
Wherein, the operation instantiation checks example, based on the business date, described checks mode, the execution
Mode and the example ID, obtain the index operation result for checking example of the instantiation, and by the index operation result
It is inserted in index checklist, comprising:
Based on the business date, it is described check mode and the example ID, obtain and check that mode is corresponding to check finger with described
Mark, and by it is described check index and be stored in check index pond；
One is checked in index pond described in determination and checks index as index is currently checked, and obtains the fortune for currently checking index
Row state, wherein the operating status include: operation in, success or failure；
Judge the execution pattern for checking example and the operating status for currently checking index of the instantiation；
When the execution pattern is compulsory execution and the operating status is in operation, terminate the fortune for currently checking index
Row, determine described in check in index pond next index that checks as currently checking index, and return execution obtain it is described currently
The step for checking the operating status of index；
When the execution pattern is compulsory execution and the operating status is failure or success, executes and currently check finger to described
Mark whether be root node judgement；
When the execution pattern is to skip execution and the operating status is in operation or when success, terminate described currently to check finger
Target operation, determine described in check in index pond next index that checks as currently checking index, and return to execution acquisition institute
State the step for currently checking the operating status of index；
When the execution pattern be skip execution and the operating status be unsuccessfully when, execute currently whether check index to described
For the judgement of root node；
It is described execute to it is described currently check index whether be root node judgement, comprising:
If described, currently to check index be not root node, terminates the operation for currently checking index, determine described in check index
Next index that checks is as currently checking index in pond, and return execute obtain the current operating status for checking index this
One step；
If described, currently to check index be root node, run it is described currently checks index, update the fortune for currently checking index
Row state, and the index operation result for currently checking index is inserted in the index checklist, terminate the current inspection
The operation of core index, determine described in check in index pond next index that checks as currently checking index, and return to execution and obtain
Take described the step for currently checking the operating status of index.
2. check method according to claim 1, which is characterized in that when it is described check mode be single mode when, the fortune
The row instantiation checks example, based on the business date, described checks mode, the execution pattern and the example
ID, obtains the index operation result for checking example of the instantiation, and the index operation result is inserted in index and is checked
Table, later, further includes:
Check the instantiation checks example, is based on the business date, stores the index in the index checklist
Operation result, wherein the single mode is index mode.
3. check method according to claim 1, which is characterized in that it is described check the instantiation check example, when
The mode that checks is to check regular progress for described based on the business date and preset fractionation rule when organizing mode
It splits, comprising:
Based on the business date, the index obtained in the index checklist corresponding with described group of mode runs knot
Fruit, wherein described group of mode includes: program schema and mode of rule；
The rule that checks is split according to preset fractionation rule, and the rule that checks after the fractionation is stored in inspection
Core rule pond.
4. check method according to claim 1, which is characterized in that the calling simultaneously executes described check in result table
The operation of data validation corresponding to the comparison result, comprising:
The comparison result checked in result table is called and executed, described currently check is obtained and checks example on node
Corresponding return code, wherein when the comparison result is correct, the corresponding return code of acquisition is 0, when the comparison result
When for mistake, the corresponding return code of acquisition is -1；
The dispatch layer operated to control data validation sends the Row control request for carrying corresponding return code, wherein carries
The Row control that return code is 0 request the operation of corresponding data validation be jump and carry out it is next check node, carry and return
Returning the Row control that code is -1 and requesting corresponding data validation operation is to interrupt；
Execute corresponding data validation operation.
5. a kind of data validation system characterized by comprising
Module is instantiated, it is right for calling the checking for example that check currently checked on node configuration information and to check data source
The example that checks is instantiated；
Parsing module checks example for parse instantiation, obtains being contained in the parameter checked in configuration information,
In, the parameter includes: the business date, checks mode, execution pattern, example ID and check rule；
Module is run, checks example for run the instantiation, based on the business date, the mode, described of checking
Execution pattern and the example ID, obtain the index operation result for checking example of the instantiation, and the index is run
As a result it is inserted in index checklist；
First checks module, checks example for check the instantiation, when it is described check mode as group mode when, be based on institute
It states the business date and preset fractionation rule splits the rule that checks；
Whether comparison module checks rule for the index operation result in the index checklist and after splitting
Unanimously, and comparison result is obtained, the comparison result is inserted in and checks result table；
Execution module, for calling and executing data validation behaviour corresponding to the comparison result checked in result table
Make；
Wherein, the operation module, comprising:
Index selection unit, for based on the business date, it is described check mode and the example ID, acquisition is checked with described
Mode checks index accordingly, and by it is described check index and be stored in check index pond；
Operating status acquiring unit checks index as currently index is checked for checking in index pond one described in determination, obtains
It takes and described currently checks the operating status of index, wherein the operating status includes: in operation, success or failure；
First judging unit, for judging the execution pattern for checking example of the instantiation and described currently checking index
The operating status；It is single to the second control when the execution pattern is compulsory execution and the operating status is in operation
Member sends the first judging result；When the execution pattern is to enforce and when the operating status is failure or success, to the
Two judging units send first and execute instruction；When the execution pattern be skip execution and the operating status be operation in or at
When function, the second control unit of Xiang Suoshu sends the second judging result；When the execution pattern is to skip execution and the operation shape
When state is failure, Xiang Suoshu second judgment unit sends second and executes instruction；
The second judgment unit is executed instruction for receiving described first and is executed instruction with described second, and is executed to described
Currently check index whether be root node judgement；If described, currently to check index be not root node, and Xiang Suoshu second controls list
Member sends third judging result；If described, currently to check index be root node, sends the 4th judging result to first control unit；
The first control unit, for receiving the 4th judging result, operation is described currently to check index, works as described in update
Before check the operating status of index, and the index operation result for currently checking index is inserted in the index checklist,
Third is sent to second control unit to execute instruction；
Second control unit, for receiving first judging result, second judging result, third judgement knot
Fruit and the third execute instruction, and terminate the operation for currently checking index, check described in determination next in index pond
It checks index conduct and currently checks index, and return to execution and obtain described the step for currently checking the operating status of index.
6. according to claim 5 check system, which is characterized in that further include:
Second checks module, checks example for check the instantiation, when it is described to check mode be single mode when, be based on institute
The business date is stated, the index operation result in the index checklist is stored, wherein the single mode is index mode.
7. according to claim 5 check system, which is characterized in that described first checks module, comprising:
Index operation result acquiring unit obtains the index corresponding with described group of mode for being based on the business date
The index operation result in checklist, wherein described group of mode includes: program schema and mode of rule；
Regular split cells, for the rule that checks to be split according to preset fractionation rule, and will be after the fractionation
The rule that checks be stored in and check regular pond.
8. according to claim 5 check system, which is characterized in that the execution module, comprising:
Return code acquiring unit obtains described current for calling and executing the comparison result checked in result table
It checks and checks the corresponding return code of example on node, wherein when the comparison result is correct, the corresponding return of acquisition
Code is 0, and when the comparison result is mistake, the corresponding return code of acquisition is -1；
Row control request transmitting unit, the dispatch layer transmission for operating to control data validation carry corresponding return code
Row control request, wherein carrying the Row control that return code is 0 and requesting the operation of corresponding data validation is to jump to go forward side by side
Row is next to check node, and carrying the Row control that return code is -1 and requesting corresponding data validation operation is to interrupt；
Execution unit, for executing corresponding data validation operation.
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| CN107333332B (en) * | 2017-07-20 | 2020-05-12 | 中通服软件科技有限公司 | Method for distributing access type communication service resource by using prefabricated rule |
| CN111339136A (en) * | 2020-02-19 | 2020-06-26 | 中国建设银行股份有限公司 | Data checking method and device, electronic equipment and storage medium |
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