CN114861011A - Data execution integration system based on network technology - Google Patents

Data execution integration system based on network technology Download PDF

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CN114861011A
CN114861011A CN202210394451.2A CN202210394451A CN114861011A CN 114861011 A CN114861011 A CN 114861011A CN 202210394451 A CN202210394451 A CN 202210394451A CN 114861011 A CN114861011 A CN 114861011A
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叶竞
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Guangzhou Xingyin Technology Co ltd
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Abstract

The invention relates to the technical field of data execution integrated systems, in particular to a data execution integrated system based on network technology, which comprises a data execution integrated management platform, wherein the data execution integrated management platform comprises a data access module, a data processing module, a data organization module, a data management module, a data service module and a data application module, the data execution integrated management platform provides one-stop query of data resources, the convenience of the data resource query is high, a one-stop query view of the data is provided, the query and the check of the data resources are more visual, the integral data embodiment effect is better, the data execution integrated management platform provides visual display of various angle resource catalogs of technology or service, multi-dimensional level setting and multi-dimensional classification setting are supported, and differential setting of data levels and data item levels is supported, the method supports the combination authority setting of classification and classification, and can make the data classification operation simple and convenient to execute.

Description

Data execution integration system based on network technology
Technical Field
The invention relates to the technical field of data execution integration systems, in particular to a data execution integration system based on a network technology.
Background
With the rapid development of mobile communication technology, the gradual expansion of network (mobile data network and wireless network) coverage, the great increase of network speed and the daily change of mobile terminal functions, more and more people can use mobile terminals to send or receive data, such as instant messaging, downloading data, online watching video and the like, and the characteristics of the data screening statistics, watching effect and classification execution of the data execution integration system of the network technology are not ideal enough, so that a data execution integration system based on the network technology is needed to improve the problems.
Disclosure of Invention
The present invention is directed to a data execution integration system based on network technology, so as to solve the problems in the background art.
In order to achieve the purpose, the invention provides the following technical scheme:
a data execution integrated system based on network technology comprises a data execution integrated management platform, wherein the data execution integrated management platform comprises a data access module, a data processing module, a data organization module, a data management module, a data service module and a data application module.
As a preferred scheme of the present invention, the data processing module and the data organization module are used for data resource query, multi-view intelligent resource retrieval and providing a constructive directory operation capability;
the data management module is used for managing the whole life cycle of the data resources;
the data service module is used for perfecting a hierarchical classification strategy of data.
As a preferable scheme of the present invention, the data execution integrated management platform provides one-stop query of data resources, including information such as resource maps, resource information, data item information, data preview, hierarchical classification, and resource logs, provides one-stop query view of data in the form of data maps, and performs panoramic display of relevant information such as data resource information, data item information, data preview, data hierarchical classification, and data resource logs.
As a preferred scheme of the present invention, the data execution integrated management platform provides multi-view browsing and viewing: the method comprises a service visual angle, a technical visual angle, a service scene visual angle, a data source visual angle and the like;
providing a multi-dimensional classification search: the intelligent linkage screening can be carried out aiming at each level of classification catalog, and the intelligent linkage screening comprises affiliated departments, affiliated systems, users, a primary theme domain, a secondary theme domain and the like;
configuring a custom query condition: the query conditions can be configured by self-definition, and query search is carried out on the query conditions;
the method provides rapid identification and accurate search of the data resources, and is convenient for resource managers and advanced developers to search the enterprise data resources;
providing keyword fuzzy search: the table name, table Chinese name, table code, service description, field name, field English name, etc. can be fuzzy looked up.
As a preferred scheme of the invention, the data execution integrated management platform provides statistics such as data resource inventory, hottest data resources and the like, and screens out data resources with high quality, high circulation and high value;
providing data resource operation statistics, counting data release conditions and data resource trends, and rapidly showing data resource operation conditions;
and an opinion feedback channel is provided, and the quality improvement of data resources is reversely promoted.
As a preferred embodiment of the present invention, the data execution integration management platform provides a panoramic view of data in the form of a data map, and performs panoramic display on related information such as data resource information, data item information, data preview, data classification, data standard, data quality, data service, data consanguinity, data resource log, and the like.
As the preferred scheme of the invention, the data execution integrated management platform provides rapid identification and accurate search of data assets, and is convenient for managers and advanced developers to search the data assets;
fuzzy query of resource information (such as tables, fields, business semantics and the like) is supported, screening query according to resource key attributes (such as storage types, volume ranges, number ranges and the like) is supported, and specific resource details can be obtained from query results;
and the query results are displayed in a classified manner according to the user authorization information, and the classified and classified permission isolation of the data resource catalog is ensured.
As a preferred scheme of the invention, the data execution integrated management platform provides visual display of resource directories from various angles of technology or service, so that all people using data know what data can be provided by the platform, and multi-dimensional resource directory authority management is provided;
supporting multi-dimensional level setting and multi-dimensional classification setting;
supporting differentiated setting of a data level and a data item level;
and combined permission setting of grading and classification is supported.
As a preferred scheme of the present invention, the data service module is configured to improve a hierarchical classification policy of data, and includes:
the first determining unit is used for performing pre-analysis on the current data and determining the integrity of the current data;
the second determining unit is used for determining the content to be perfected of the current data based on the integrity and the pre-analysis result;
and matching the content to be perfected with a strategy to be perfected, and updating the grading classification strategy based on the strategy to be perfected.
Compared with the prior art, the invention has the beneficial effects that:
1. in the invention, the data resource one-stop query is provided through the data execution integrated management platform, the convenience of the data resource query is high, and the data one-stop query view is provided, so that the query and the check of the data resource are more visual, and the integral data embodiment effect is better; the data search and retrieval method is more comprehensive and simple by providing multi-dimensional classification search, self-defined query condition configuration, rapid identification and accurate search of data resources and fuzzy search of keywords; the data resource inventory is provided through the data execution integrated management platform, the statistical screening effect of the data resources can be better, the quality improvement of the data resources is reversely promoted through providing an opinion feedback channel, and the statistical quality of the data is higher.
2. In the invention, the data execution integrated management platform provides a panoramic image of data in a data map form, so that the data can be more visually watched, the display management and execution operation change of the data are more visually observed, and the data display characteristics in the system are effectively improved; the data management platform provides rapid identification and accurate search of data assets, and supports hierarchical and classified display of query results according to user authorization information, so that hierarchical and classified permission isolation of a data resource directory is ensured; the data execution integrated management platform provides visual display of various angle resource catalogs of technologies or services, supports multidimensional level setting and multidimensional classification setting, supports differentiated setting of data levels and data item levels, supports combined authority setting of classification and classification, and can enable classified classification operation of data to be simple and convenient to execute.
3. In the invention, the integrity of the data is determined by comparison, a difference grade is obtained by constructing a difference analysis model, whether the unique judgment standard is met or not is determined according to known 3 requirements, whether the difference data is required to be used as the content to be improved or not is further determined, the integrity of a subsequent matching sub-strategy is ensured, the reduction of the improvement reliability caused by strategy deletion is avoided, and finally the grading classification strategy is improved through the obtained sub-strategies.
Drawings
FIG. 1 is a system architecture diagram of the present invention;
FIG. 2 is a first functional diagram of a data execution integration management platform according to the present invention;
FIG. 3 is a functional diagram of a data execution integration management platform according to the present invention;
FIG. 4 is a functional diagram of a data execution integration management platform according to a third embodiment of the present invention;
FIG. 5 is a functional diagram of a data execution integration management platform according to the present invention;
fig. 6 is a fifth functional diagram of the integrated management platform for data execution according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all embodiments, and all other embodiments obtained by a person of ordinary skill in the art without creative efforts based on the embodiments of the present invention belong to the protection scope of the present invention.
In order to facilitate an understanding of the invention, the invention will now be described more fully hereinafter with reference to the accompanying drawings, in which several embodiments of the invention are shown, but which can be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete.
Example (b): referring to fig. 1 to 6, a data execution integrated system based on network technology includes a data execution integrated management platform, where the data execution integrated management platform includes a data access module, a data processing module, a data organization module, a data management module, a data service module, and a data application module; the data processing module and the data organization module are used for data resource query, multi-view intelligent resource retrieval and providing constructive directory operation capacity;
the data management module is used for managing the whole life cycle of the data resources;
the data service module is used for perfecting a hierarchical classification strategy of the data.
In this embodiment, the data execution integrated management platform provides one-stop query of data resources, including information such as a resource map, resource information, data item information, data preview, hierarchical classification, and resource log, and provides one-stop query view of data in the form of a data map, and performs panoramic display on relevant information such as data resource information, data item information, data preview, hierarchical classification, and data resource log;
the data resource one-stop query is provided through the data execution integrated management platform, the data resource query is high in convenience, the data one-stop query view is provided, the query and the check of the data resource can be more visual, and the integral data embodiment effect is better.
In this embodiment, the data execution integration management platform provides multi-view browsing viewing: the method comprises a service visual angle, a technical visual angle, a service scene visual angle, a data source visual angle and the like;
providing a multi-dimensional classification search: the intelligent linkage screening can be carried out aiming at each level of classification catalog, and the intelligent linkage screening comprises affiliated departments, affiliated systems, users, a primary theme domain, a secondary theme domain and the like;
configuring a custom query condition: the query conditions can be configured by self-definition, and query search is carried out on the query conditions;
the method provides rapid identification and accurate search of the data resources, and is convenient for resource managers and advanced developers to search the enterprise data resources;
providing keyword fuzzy search: fuzzy lookup table name, table Chinese name, table code, service description, field name, field English name, etc.;
the data search and retrieval method is more comprehensive and simple by providing multi-dimensional classification search, custom query condition configuration, rapid identification and accurate search of data resources and fuzzy search of keywords.
In the embodiment, the data execution integrated management platform provides statistics such as data resource inventory, the hottest data resource and the like, and screens out data resources with high quality, high circulation and high value;
providing data resource operation statistics, counting data release conditions and data resource trends, and rapidly showing data resource operation conditions;
an opinion feedback channel is provided, and the quality of data resources is reversely promoted;
the data resource inventory is provided through the data execution integrated management platform, the statistical screening effect of the data resources can be better, the quality improvement of the data resources is reversely promoted through providing an opinion feedback channel, and the statistical quality of the data is higher.
In the embodiment, the data execution integrated management platform provides a panoramic image of data in the form of a data map, and performs panoramic display on related information such as data resource information, data item information, data preview, data classification, data standard, data quality, data service, data consanguinity, data resource log and the like;
the data execution integrated management platform provides a panoramic image of data in a data map form, so that the data can be watched more visually, the display management and execution operation change of the data are more visual, and the data display characteristics in the system are effectively improved.
In the embodiment, the data execution integrated management platform provides rapid identification and accurate search of data assets, and is convenient for managers and advanced developers to search the data assets;
fuzzy query of resource information (such as tables, fields, business semantics and the like) is supported, screening query according to resource key attributes (such as storage types, volume ranges, number ranges and the like) is supported, and specific resource details can be obtained from query results;
the data asset rapid identification and accurate search are provided through the data execution integrated management platform, the query results are displayed in a classified and classified mode according to the authorization information of the user, and the classified and classified permission isolation of the data resource catalog is guaranteed.
In the embodiment, the data execution integrated management platform provides visual display of resource directories at various angles of technology or service, so that all people using data know what data can be provided by the platform, and multi-dimensional resource directory authority management is provided;
supporting multi-dimensional level setting and multi-dimensional classification setting;
supporting differentiated setting of a data level and a data item level;
the combined permission setting of grading and classification is supported;
the data execution integrated management platform provides visual display of various angle resource catalogs of technologies or services, supports multidimensional level setting and multidimensional classification setting, supports differentiated setting of data levels and data item levels, supports combined authority setting of classification and classification, and can enable classified classification operation of data to be simple and convenient to execute.
The working principle is as follows: when the data management platform is used, the data execution integrated management platform comprises a data access module, a data processing module, a data organization module, a data management module, a data service module and a data application module; the data processing module and the data organization module are used for data resource query, multi-view intelligent resource retrieval and providing constructive directory operation capacity;
the data management module is used for managing the whole life cycle of the data resources;
the data service module is used for perfecting a hierarchical classification strategy of data;
the data execution integrated management platform provides one-stop query of data resources, which comprises information such as a resource map, resource information, data item information, data preview, hierarchical classification and resource log, provides one-stop query view of the data in the form of the data map, and performs panoramic display on the data resource information, the data item information, the data preview, the data hierarchical classification and the data resource log;
the data resource one-stop query is provided through the data execution integrated management platform, the data resource query is high in convenience, and the data one-stop query view is provided, so that the query and the check of the data resource are more visual, and the integral data embodiment effect is better;
the data execution integrated management platform provides multi-view browsing and viewing: the method comprises a service visual angle, a technical visual angle, a service scene visual angle, a data source visual angle and the like;
providing a multi-dimensional classification search: the intelligent linkage screening can be carried out aiming at each level of classification catalog, and the intelligent linkage screening comprises affiliated departments, affiliated systems, users, a primary theme domain, a secondary theme domain and the like;
configuring a custom query condition: the query conditions can be configured by self-definition, and query search is carried out on the query conditions;
the method provides rapid identification and accurate search of the data resources, and is convenient for resource managers and advanced developers to search the enterprise data resources;
providing keyword fuzzy search: fuzzy lookup table name, table Chinese name, table code, service description, field name, field English name, etc.;
the data search and retrieval method is more comprehensive and simple by providing multi-dimensional classification search, self-defined query condition configuration, rapid identification and accurate search of data resources and fuzzy search of keywords;
the data execution integrated management platform provides statistics such as data resource inventory, the hottest data resources and the like, and screens out data resources with high quality, high circulation and high value;
providing data resource operation statistics, counting data release conditions and data resource trends, and rapidly showing data resource operation conditions;
an opinion feedback channel is provided, and the quality of data resources is reversely promoted;
the data resource inventory is provided through the data execution integrated management platform, the statistical screening effect of the data resources can be better, and the quality improvement of the data resources is reversely promoted through providing an opinion feedback channel, so that the statistical quality of the data is higher;
the data execution integrated management platform provides a panoramic image of data in a data map form, and performs panoramic display on related information such as data resource information, data item information, data preview, data classification, data standard, data quality, data service, data consanguinity, data resource logs and the like;
the data execution integrated management platform provides a panoramic image of the data in a data map form, so that the data can be watched more visually, the display management and execution operation change of the data are more visual, and the data display characteristics in the system are effectively improved;
the data execution integrated management platform provides rapid identification and accurate searching of data assets, and is convenient for managers and advanced developers to search the data assets;
fuzzy query of resource information (such as tables, fields, business semantics and the like) is supported, screening query according to resource key attributes (such as storage types, volume ranges, number ranges and the like) is supported, and specific resource details can be obtained from query results;
the data management platform provides rapid identification and accurate search of data assets, and supports hierarchical and classified display of query results according to user authorization information, so that hierarchical and classified permission isolation of a data resource directory is ensured;
the data execution integrated management platform provides visual display of resource catalogues in various angles of technology or service, so that all people using data know what data can be provided by the platform, and multi-dimensional resource catalog authority management is provided;
supporting multi-dimensional level setting and multi-dimensional classification setting;
supporting differentiated setting of a data level and a data item level;
the method supports the combination authority setting of classification and classification, and can make the data classification operation simple and convenient to execute.
In one embodiment, the data service module is used for perfecting a hierarchical classification strategy of data, and comprises the following steps:
the first determining unit is used for performing pre-analysis on current data and determining the integrity of the current data, and comprises the following steps:
classifying the current data according to an integrity judgment standard, and comparing the first data of each sub-classification with corresponding standard data;
determining the integrity of the current data according to the comparison result;
Figure BDA0003596843890000101
Figure BDA0003596843890000102
when S is 1, the integrity of the current data is represented; when S is 0, the current data is not provided with integrity; y1 denotes the comparison result; n1 denotes the total classification number of data; a. the i1 Representing the i1 th class of first data; b i1 Indicating the i1 standard data; a. the i1 ∩B i1 Representing intersection results; a. the i1 ∪B i1 Representing the union result;
a second determining unit, configured to determine, based on the integrity and the pre-analysis result, to-be-refined content of the current data, including:
based on B i1 -(A i1 ∩B i1 ) Determining difference data corresponding to the i1 classes, and constructing a difference vector;
inputting the difference vector into a corresponding difference analysis model to obtain a difference grade;
Figure BDA0003596843890000111
wherein F represents a variance analysis model; s1 denotes A i1 ∩B i1 A number of times other than 0 and less than or equal to n 1;
determining whether the difference grade, the integrity judgment result and the corresponding comparison result meet the unique judgment standard;
if so, taking all the difference data as the content to be perfected;
if not, acquiring a first judgment standard corresponding to every two results;
acquiring feedback information of each first judgment standard based on a standard information database;
extracting overlapping information from all feedback information, and taking the overlapping information and all difference data as contents to be perfected;
matching the content to be perfected with a strategy to be perfected, and updating the hierarchical classification strategy based on the strategy to be perfected, wherein the method comprises the following steps:
and acquiring the perfection index of the content to be perfected, matching a sub-strategy according to the perfection index, constructing a strategy to be perfected, and updating the classification strategy.
In this embodiment, the disparity vector may be: b is 1 -(A 1 ∩B 1 )B 2 -(A 2 ∩B 2 )...B n1 -(A n1 ∩B n1 )。
In this embodiment, the feedback information 1 includes: 00. 01, 02, the feedback information 2 includes: 00. 04, 06, feedback information 3 includes: 02. 09, 06, the corresponding overlapping information at this time is: 00. 02 and 06.
In this embodiment, the current data refers to current resource data, image data, and the like.
In this embodiment, the standard data refers to data that is set in advance and can be used as a judgment standard.
In this embodiment, for example: the difference grade is 1, the integrity judgment result is that the integrity is possessed, the comparison result is 0.3, at this time, the only condition meeting the above 3 requirements is extracted from the grade-integrity-comparison database, and all the difference data are regarded as the content to be perfected.
Otherwise, according to the difference grade of 1 and the integrity judgment result, the integrity is taken as an index; the difference grade is 1, and the comparison result is 0.3 as an index; the integrity judgment result is that the integrity is possessed, the comparison result is 0.3, and the corresponding judgment standard is further determined.
In this embodiment, each judgment standard has its corresponding feedback information, which is stored in the database in advance and called directly.
In this embodiment, the index is perfected, and the sub-strategies are obtained by matching from the index-strategy database, and the index-strategy database includes various indexes and strategies corresponding to the indexes.
The beneficial effects of the above technical scheme are: the integrity of the data is determined through comparison, a difference grade is obtained through constructing a difference analysis model, whether a unique judgment standard is met or not is determined according to known 3 requirements, whether the difference data is required to be used as the content to be completed or not is further determined, the integrity of a subsequent matching sub-strategy is guaranteed, the strategy is prevented from being lost, the improvement reliability is reduced, and finally the grading classification strategy is completed through the obtained sub-strategies.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. A data execution integration system based on network technology comprises a data execution integration management platform and is characterized in that: the data execution integrated management platform comprises a data access module, a data processing module, a data organization module, a data management module, a data service module and a data application module.
2. A network technology based data execution integration system according to claim 1, wherein: the data processing module and the data organization module are used for data resource query, multi-view intelligent resource retrieval and providing constructive directory operation capacity;
the data management module is used for managing the whole life cycle of the data resources;
the data service module is used for perfecting a hierarchical classification strategy of data.
3. A network technology based data execution integration system according to claim 1, wherein: the data execution integrated management platform provides one-stop query of data resources, including information such as a resource map, resource information, data item information, data preview, hierarchical classification and resource log, provides one-stop query view of the data in the form of the data map, and performs panoramic display on the data resource information, the data item information, the data preview, the data hierarchical classification and the data resource log.
4. A network technology based data execution integration system according to claim 1, wherein: the data execution integrated management platform provides multi-view browsing and viewing: the method comprises a service visual angle, a technical visual angle, a service scene visual angle, a data source visual angle and the like;
providing a multi-dimensional classification search: the intelligent linkage screening can be carried out aiming at each level of classification catalog, and the intelligent linkage screening comprises affiliated departments, affiliated systems, users, a primary theme domain, a secondary theme domain and the like;
configuring a custom query condition: the query conditions can be configured by self-definition, and query search is carried out on the query conditions;
the method provides rapid identification and accurate search of the data resources, and is convenient for resource managers and advanced developers to search the enterprise data resources;
providing keyword fuzzy search: the table name, table Chinese name, table code, service description, field name, field English name, etc. may be fuzzy queried.
5. A network technology based data execution integration system according to claim 1, wherein: the data execution integrated management platform provides statistics such as data resource inventory, the hottest data resources and the like, and screens out data resources with high quality, high circulation and high value;
providing data resource operation statistics, counting data release conditions and data resource trends, and rapidly showing data resource operation conditions;
and an opinion feedback channel is provided, and the quality improvement of data resources is reversely promoted.
6. A network technology based data execution integration system according to claim 1, wherein: the data execution integrated management platform provides a panoramic image of data in a data map form, and performs panoramic display on related information such as data resource information, data item information, data preview, data classification, data standard, data quality, data service, data consanguinity, data resource logs and the like.
7. A network technology based data execution integration system according to claim 1, wherein: the data execution integrated management platform provides rapid identification and accurate searching of data assets, and is convenient for managers and advanced developers to search the data assets;
fuzzy query on resource information is supported, screening query according to key attributes of resources is supported, and specific resource details can be obtained from query results;
and the query results are displayed in a classified manner according to the user authorization information, and the classified and classified permission isolation of the data resource catalog is ensured.
8. A network technology based data execution integration system according to claim 1, wherein: the data execution integrated management platform provides visual display of resource directories from various angles of technology or service, all people using the data know the data provided by the platform, and multi-dimensional resource directory authority management is provided;
supporting multi-dimensional level setting and multi-dimensional classification setting;
supporting differentiated setting of a data level and a data item level;
and combined permission setting of grading and classification is supported.
9. A network technology based data execution integration system according to claim 7, wherein: the supporting of the resource information includes: tables, fields, business semantics;
supporting key attributes per resource includes: storage type, volume range, number range.
10. A network technology based data execution integration system according to claim 1, wherein: the data service module is used for perfecting a hierarchical classification strategy of data, and comprises the following steps:
the first determining unit is used for performing pre-analysis on the current data and determining the integrity of the current data;
the second determining unit is used for determining the content to be perfected of the current data based on the integrity and the pre-analysis result;
and matching the content to be perfected with a strategy to be perfected, and updating the grading classification strategy based on the strategy to be perfected.
CN202210394451.2A 2022-04-14 2022-04-14 Data execution integration system based on network technology Pending CN114861011A (en)

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