CN112948250B - Structure detection method and system based on data standard - Google Patents
Structure detection method and system based on data standard Download PDFInfo
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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
Abstract
The invention discloses a structure detection method and a system based on data standard, which belong to the technical field of government service data management, and the technical problem to be solved by the invention is how to realize the exchange and sharing of electronic government service data, improve the data utilization rate, and adopts the following technical scheme: detecting a database table field structure associated with a data element standard according to different structural rule requirements, and generating a detection quality report to realize exchange and sharing of electronic government affair data; the method comprises the following steps: detecting the length of a database table field; detecting the type of the word segment of the library table; detecting whether a main key is detected; whether or not to fill in the test is necessary. The system comprises a length detection unit, a type detection unit, a main key detection unit and a filling item detection unit.
Description
Technical Field
The invention relates to the technical field of government service data management, in particular to a structure detection method and system based on data standards.
Background
The electronic government affairs (e-Government affair) are government based on internet technology, apply modern information and communication technology in management and service functions of government authorities, realize reorganization and optimization of government organization structure and engineering flow, surpass the restriction of time, space and division of departments, provide high-quality, standard and transparent service to society in an omnibearing manner, and are a revolution of government management means.
In the electronic government application process, unification of data and general service standards is emphasized, development and application of government informatization general standards are developed, and mutual recognition sharing of cross-regional, cross-department and cross-level data is promoted; meanwhile, a dynamically updated government information resource catalog system is established, and orderly opening, sharing and using of government information are ensured.
Therefore, how to exchange and share electronic government affair data and improve the data utilization rate is a technical problem to be solved urgently at present.
Disclosure of Invention
The technical task of the invention is to provide a structure detection method and a system based on data standards, which are used for solving the problem of how to realize exchange and sharing of electronic government affair data and improve the data utilization rate.
The technical task of the invention is realized in the following way, namely, a structure detection method based on data standard is realized by detecting the database table field structure related to the data element standard according to different structural rule requirements and generating a detection quality report, so as to realize the exchange and sharing of electronic government affair data; the method comprises the following steps:
detecting the length of a database table field;
detecting the type of the word segment of the library table;
detecting whether a main key is detected;
whether or not to fill in the test is necessary.
Preferably, the library table field length is detected as follows:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring character length requirements of corresponding data element standards by using java technology according to the corresponding relation;
inquiring the character length of the corresponding library table field through the linkage of mysql and java technology;
comparing the standard character length requirement value with the currently associated library table field length value:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
and after the detection is finished, generating a library table word length detection report.
Preferably, the detection of the library table field type is specifically as follows:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring field type requirements of the corresponding data element standard by using a java technology according to the corresponding relation; inquiring the field type of the corresponding library table field through the linkage of mysql and java technology;
comparing the standard field type requirements with the field types of the currently associated library table fields:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
and after the detection is finished, generating a library table field type detection report.
Preferably, whether the primary key detection is specifically as follows:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring the main key requirement of the corresponding data element standard by using a java technology according to the corresponding relation;
inquiring whether the corresponding table field is a primary key or not through the linkage of mysql and java technology;
comparing the standard primary key requirement with whether the currently associated field is a primary key:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
and after the detection is finished, generating a main key detection report.
More preferably, the detection of whether or not it is necessary to fill is specifically as follows:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring whether the corresponding data element standard is required to be filled or not by using a java technology according to the corresponding relation; inquiring whether the corresponding table field is a filling-necessary field or not through the linkage of mysql and java technology;
comparing the standard fill requirement with whether the currently associated field is a fill item:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
and after the detection is finished, generating a detection report which is necessary to fill.
A data standard-based structure detection system, the system comprising,
the length detection unit is used for detecting the length of the database table field;
the type detection unit is used for detecting the type of the word segment of the library table;
a main key detection unit for detecting whether the main key is detected;
and the necessary filling item detection unit is used for detecting whether the necessary filling is performed.
Preferably, the length detection unit includes,
the field corresponding module I is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the character length query module is used for querying the character length requirement of the corresponding data element standard by using the java technology according to the corresponding relation;
the character length linkage query module is used for querying the character length of the corresponding library table field through linkage of mysql and java technology;
a character length comparison module for comparing the standard character length requirement value with the currently associated library table field length value: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the field length detection report generation module is used for generating a library table field length detection report after the detection is finished.
Preferably, the type detection unit includes,
the field corresponding module II is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the character type query module is used for querying field type requirements of the corresponding data element standard by using a java technology according to the corresponding relation;
the character type linkage query module is used for querying the field type of the corresponding library table field through linkage of mysql and java technology;
a character type comparison module for comparing the standard field type requirements with the field types of the currently associated library table fields: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the character type detection report generation module is used for generating a database table field type detection report after the detection is finished.
More preferably, the primary key detection unit includes,
the field corresponding module III is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the main key requirement query module is used for querying the main key requirement of the corresponding data element standard by using the java technology according to the corresponding relation;
the main key requirement linkage inquiry module is used for inquiring whether the corresponding table field is a main key or not through linkage of mysql and java technology;
the main key comparison module is used for comparing the standard main key requirement with whether the currently associated field is the main key or not: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
the main key detection report generation module is used for generating a main key detection report after detection is finished;
the necessary padding detection unit comprises a padding unit,
a field corresponding module IV for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the filling-requirement query module is used for querying whether the corresponding data element standard is required to be filled or not by using the java technology according to the corresponding relation;
the filling-necessary linkage query module is used for querying whether the corresponding table field is a filling-necessary field or not through linkage of mysql and java technology;
the mandatory item comparison module is used for comparing the standard mandatory requirement with whether the field associated with the standard mandatory requirement is a mandatory item or not: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the filling-in item detection report generation module is used for generating a filling-in detection report after the detection is finished.
A computer readable storage medium having stored therein computer executable instructions that when executed by a processor perform a data standard based structure detection method as described above.
The structure detection method and system based on the data standard have the following advantages:
the invention is beneficial to realizing the exchange and sharing of the electronic government affair data, improving the data utilization rate, achieving the high integration of the data, improving the interoperability of the electronic government affair system and realizing the effective management of the government affair data, and defining the foundation for deep data mining and decision support;
secondly, detecting whether the database table data element fields accord with structural specifications or not through detecting the database table field structures related to the data element standards, generating a detection quality report, promoting the integration and sharing of an information system, and improving the support capacity support of a unified electronic government network;
the invention detects whether the field length of a certain business system library table field related to the data element standard is within a specified range, thereby effectively avoiding the data quality degradation caused by the character length of the data when the system data is recorded;
fourthly, the invention detects whether the field type of a certain business system library table field associated with the data element standard accords with the specification of the data element standard, and effectively avoids the data quality degradation caused by the data type during the system data input;
the invention detects whether the field of the table field of a certain business system base associated with the data element standard is a primary key, thereby avoiding the error of the table structure caused by the problem of the primary key;
and (six) the invention detects whether the field of a certain business system library table field associated with the data element standard is empty, thereby effectively avoiding the problems of incomplete information and the like caused by empty value of data when system data is recorded.
The invention has the advantages of initiative, timeliness, high resolution of the generated quality report and the like, and can intuitively and comprehensively avoid the problem of a data structure;
and (eight) the invention can generate a detection quality report for the detection result, intuitively and comprehensively reflect the structural problem of the standard field and can be downloaded and checked.
Drawings
The invention is further described below with reference to the accompanying drawings.
FIG. 1 is a schematic diagram of a structure detection method based on data standards;
FIG. 2 is a diagram illustrating the detection of field length
FIG. 3 is a schematic diagram of detecting field types;
FIG. 4 is a diagram showing whether a primary key is detected;
fig. 5 is a schematic diagram of the detection of whether filling is necessary.
Detailed Description
The structure detection method and system based on the data standard of the present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
Example 1
As shown in figure 1, the structure detection method based on the data standard of the invention is to detect the database table field structure associated with the data element standard according to different structural rule requirements and generate a detection quality report to realize the exchange and sharing of electronic government affair data; the method comprises the following steps:
s1, detecting the length of a database table field;
s2, detecting the type of the word segment of the library table;
s3, detecting whether a main key is detected;
s4, whether the filling detection is needed or not.
As shown in fig. 2, in step S1 of the present embodiment, the detection of the length of the table field is specifically as follows:
s101, carrying out one-to-one correspondence processing on the data element standard and specific fields of a database specific surface;
s102, inquiring character length requirements of corresponding data element standards by using a java technology according to the corresponding relation;
s103, inquiring the character length of the corresponding library table field through the linkage of mysql and java technology;
s104, comparing the standard character length requirement value with the currently associated library table field length value:
(1) if the detection does not meet the standard requirement, the detection does not pass, and the step S105 is skipped;
(2) if the detection meets the standard requirement, the detection passes, and the step S105 is skipped;
and S105, after the detection is finished, generating a library table word segment length detection report.
As shown in fig. 3, in step S2 of this embodiment, the detection of the type of the field of the library table is specifically as follows:
s201, carrying out one-to-one correspondence processing on the data element standard and specific fields of the database specific surface;
s202, inquiring field type requirements of corresponding data element standards by using a java technology according to the corresponding relation;
s203, inquiring field types of corresponding library table fields through the linkage of mysql and java technology;
s204, comparing the standard field type requirement with the field type of the currently associated library table field:
(1) if the detection does not meet the standard requirement, the detection does not pass, and the step S205 is skipped;
(2) if the standard requirements are met, the detection is passed, and the step S205 is skipped;
and S205, after the detection is finished, generating a database table field type detection report.
As shown in fig. 4, in step S3 of the present embodiment, whether the primary key is detected is specifically as follows:
s301, carrying out one-to-one correspondence processing on the data element standard and specific fields of the database specific surface;
s302, inquiring a main key requirement of a corresponding data element standard by using a java technology according to the corresponding relation;
s303, inquiring whether the corresponding table field is a primary key or not through the linkage of mysql and java technology;
s304, comparing the standard primary key requirement with whether the currently associated field is a primary key:
(1) if the detection does not meet the standard requirement, the detection does not pass, and the step S305 is skipped;
(2) if the detection meets the standard requirement, the detection passes, and the step S305 is skipped;
and S305, after the detection is finished, generating a main key detection report.
As shown in fig. 5, the detection of whether filling is necessary in step S4 of the present embodiment is specifically as follows:
s401, carrying out one-to-one correspondence processing on the data element standard and specific fields of the database specific surface;
s402, inquiring whether the corresponding data element standard is required to be filled or not by using a java technology according to the corresponding relation;
s403, inquiring whether the corresponding table field is a necessary filling field or not through the linkage of mysql and java technology;
s404, comparing the standard padding requirement with whether the field associated with the current time is a padding item or not:
(1) if the detection does not meet the standard requirement, the detection does not pass, and the step S405 is skipped;
(2) if the detection meets the standard requirement, the detection passes, and the step S405 is skipped;
and S405, after the detection is finished, generating a detection report which is necessary to fill.
Example 2:
the data standard-based structure detection system of the present invention, the system comprising,
the length detection unit is used for detecting the length of the database table field;
the type detection unit is used for detecting the type of the word segment of the library table;
a main key detection unit for detecting whether the main key is detected;
and the necessary filling item detection unit is used for detecting whether the necessary filling is performed.
The length detection unit in this embodiment includes,
the field corresponding module I is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the character length query module is used for querying the character length requirement of the corresponding data element standard by using the java technology according to the corresponding relation;
the character length linkage query module is used for querying the character length of the corresponding library table field through linkage of mysql and java technology;
a character length comparison module for comparing the standard character length requirement value with the currently associated library table field length value: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the field length detection report generation module is used for generating a library table field length detection report after the detection is finished.
The type detection unit in the present embodiment includes,
the field corresponding module II is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the character type query module is used for querying field type requirements of the corresponding data element standard by using a java technology according to the corresponding relation;
the character type linkage query module is used for querying the field type of the corresponding library table field through linkage of mysql and java technology;
a character type comparison module for comparing the standard field type requirements with the field types of the currently associated library table fields: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the character type detection report generation module is used for generating a database table field type detection report after the detection is finished.
The primary key detection unit in this embodiment includes,
the field corresponding module III is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the main key requirement query module is used for querying the main key requirement of the corresponding data element standard by using the java technology according to the corresponding relation;
the main key requirement linkage inquiry module is used for inquiring whether the corresponding table field is a main key or not through linkage of mysql and java technology;
the main key comparison module is used for comparing the standard main key requirement with whether the currently associated field is the main key or not: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
the main key detection report generation module is used for generating a main key detection report after detection is finished;
the necessary-filling item detecting unit in the present embodiment includes,
a field corresponding module IV for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the filling-requirement query module is used for querying whether the corresponding data element standard is required to be filled or not by using the java technology according to the corresponding relation;
the filling-necessary linkage query module is used for querying whether the corresponding table field is a filling-necessary field or not through linkage of mysql and java technology;
the mandatory item comparison module is used for comparing the standard mandatory requirement with whether the field associated with the standard mandatory requirement is a mandatory item or not: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the filling-in item detection report generation module is used for generating a filling-in detection report after the detection is finished.
Example 3
The embodiment of the invention also provides a computer readable storage medium, wherein a plurality of instructions are stored, and the instructions are loaded by a processor, so that the processor executes the structure detection method based on the data standard in any embodiment of the invention. Specifically, a system or apparatus provided with a storage medium on which a software program code realizing the functions of any of the above embodiments is stored, and a computer (or CPU or MPU) of the system or apparatus may be caused to read out and execute the program code stored in the storage medium.
In this case, the program code itself read from the storage medium may realize the functions of any of the above-described embodiments, and thus the program code and the storage medium storing the program code form part of the present invention.
Examples of the storage medium for providing the program code include a floppy disk, a hard disk, a magneto-optical disk, an optical disk (e.g., CD-ROM, CD-R, CD-RW, DVD-ROM, DVD-R structure detection method based on a data standard, and system M, DVD-RW, DVD+RW), a magnetic tape, a nonvolatile memory card, and a ROM. Alternatively, the program code may be downloaded from a server computer by a communication network.
Further, it should be apparent that the functions of any of the above-described embodiments may be implemented not only by executing the program code read out by the computer, but also by causing an operating system or the like operating on the computer to perform part or all of the actual operations based on the instructions of the program code.
Further, it is understood that the program code read out by the storage medium is written into a memory provided in an expansion board inserted into a computer or into a memory provided in an expansion unit connected to the computer, and then a CPU or the like mounted on the expansion board or the expansion unit is caused to perform part and all of actual operations based on instructions of the program code, thereby realizing the functions of any of the above embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some or all of the technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the invention.
Claims (3)
1. The structure detection method based on the data standard is characterized in that the method detects the database table field structure related to the data element standard according to different structural rule requirements, and generates a detection quality report to realize the exchange and sharing of electronic government affair data; the method comprises the following steps:
detecting the length of a database table field; the method comprises the following steps:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring character length requirements of corresponding data element standards by using java technology according to the corresponding relation;
inquiring the character length of the corresponding library table field through the linkage of mysql and java technology;
comparing the standard character length requirement value with the currently associated library table field length value:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
after the detection is finished, generating a library table word length detection report;
detecting the type of the word segment of the library table; the method comprises the following steps:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring field type requirements of the corresponding data element standard by using a java technology according to the corresponding relation;
inquiring the field type of the corresponding library table field through the linkage of mysql and java technology;
comparing the standard field type requirements with the field types of the currently associated library table fields:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
after the detection is finished, generating a library table field type detection report;
detecting whether a main key is detected; the method comprises the following steps:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring the main key requirement of the corresponding data element standard by using a java technology according to the corresponding relation;
inquiring whether the corresponding table field is a primary key or not through the linkage of mysql and java technology;
comparing the standard primary key requirement with whether the currently associated field is a primary key:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
after the detection is finished, a main key detection report is generated;
whether filling is necessary or not is detected; the method comprises the following steps:
carrying out one-to-one correspondence processing on the data element standard and specific fields in the database specific table;
inquiring whether the corresponding data element standard is required to be filled or not by using a java technology according to the corresponding relation;
inquiring whether the corresponding table field is a filling-necessary field or not through the linkage of mysql and java technology;
comparing the standard fill requirement with whether the currently associated field is a fill item:
if the detection does not meet the standard requirement, the detection does not pass;
if the standard requirements are met, the detection is passed;
and after the detection is finished, generating a detection report which is necessary to fill.
2. A structure detection system based on data standards, characterized in that the system comprises,
the length detection unit is used for detecting the length of the database table field;
the type detection unit is used for detecting the type of the word segment of the library table;
a main key detection unit for detecting whether the main key is detected;
the necessary filling item detection unit is used for detecting whether the filling is necessary;
wherein the length detection unit comprises a length detection unit,
the field corresponding module I is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the character length query module is used for querying the character length requirement of the corresponding data element standard by using the java technology according to the corresponding relation;
the character length linkage query module is used for querying the character length of the corresponding library table field through linkage of mysql and java technology;
a character length comparison module for comparing the standard character length requirement value with the currently associated library table field length value: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
the field length detection report generation module is used for generating a library table field length detection report after detection is completed;
the type-detecting unit includes a unit for detecting,
the field corresponding module II is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the character type query module is used for querying field type requirements of the corresponding data element standard by using a java technology according to the corresponding relation;
the character type linkage query module is used for querying the field type of the corresponding library table field through linkage of mysql and java technology;
a character type comparison module for comparing the standard field type requirements with the field types of the currently associated library table fields: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
the character type detection report generation module is used for generating a database table field type detection report after the detection is finished;
the primary key detection unit includes a key detection unit,
the field corresponding module III is used for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the main key requirement query module is used for querying the main key requirement of the corresponding data element standard by using the java technology according to the corresponding relation;
the main key requirement linkage inquiry module is used for inquiring whether the corresponding table field is a main key or not through linkage of mysql and java technology;
the main key comparison module is used for comparing the standard main key requirement with whether the currently associated field is the main key or not: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
the main key detection report generation module is used for generating a main key detection report after detection is finished;
the necessary-filling item detecting unit includes,
a field corresponding module IV for carrying out one-to-one corresponding processing on the data element standard and the specific field of the database specific table;
the filling-requirement query module is used for querying whether the corresponding data element standard is required to be filled or not by using the java technology according to the corresponding relation;
the filling-necessary linkage query module is used for querying whether the corresponding table field is a filling-necessary field or not through linkage of mysql and java technology;
the mandatory item comparison module is used for comparing the standard mandatory requirement with whether the field associated with the standard mandatory requirement is a mandatory item or not: if the detection does not meet the standard requirement, the detection does not pass; if the standard requirements are met, the detection is passed;
and the filling-in item detection report generation module is used for generating a filling-in detection report after the detection is finished.
3. A computer readable storage medium having stored therein computer executable instructions which when executed by a processor perform the data criterion based structure detection method of claim 1.
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