CN114070882A - Data editing method and system - Google Patents
Data editing method and system Download PDFInfo
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- CN114070882A CN114070882A CN202110792586.XA CN202110792586A CN114070882A CN 114070882 A CN114070882 A CN 114070882A CN 202110792586 A CN202110792586 A CN 202110792586A CN 114070882 A CN114070882 A CN 114070882A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/083—Network architectures or network communication protocols for network security for authentication of entities using passwords
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/06—Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
- H04L67/1095—Replication or mirroring of data, e.g. scheduling or transport for data synchronisation between network nodes
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Abstract
The invention provides a data editing method and a system, comprising the following steps: acquiring data assets which pass quality audit; subscribing data products and services from a product catalog of a data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services; and cataloging and managing the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results. The data reorganization method based on the communication resource data solves the problem of data exchange among different units, provides reliable message and file transmission, realizes synchronization of various data information, and manages the whole data exchange process in order.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a data reorganization method and a data reorganization system.
Background
In a communication network, network resources are various in data types, and the data value density is relatively low, so that the requirements of high processing speed and high timeliness are generally not met.
Because the original data are sporadic, scattered and non-systematic, only the specific situation of each investigated unit can be shown, the overall appearance of the object cannot be explained, the essential characteristics of the affairs cannot be explained, and the development rule of the things cannot be revealed. Therefore, the data must be processed and organized to provide reliable message and file transmission among units, departments and application systems, to synchronize various data information, including exchange and sharing of structured, semi-structured and unstructured data, and to manage the data exchange process in order.
Therefore, a new data marshalling method is needed.
Disclosure of Invention
The invention provides a data reorganization method and a data reorganization system, which are used for overcoming the defects in the prior art.
In a first aspect, the present invention provides a data compilation method, including:
acquiring data assets which pass quality audit;
subscribing data products and services from a product catalog of a data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services;
and cataloging and managing the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results.
In one embodiment, the obtaining data assets that have passed the quality audit further comprises:
and performing identity authentication and access control authentication on the user.
In an embodiment, the cataloging management of the preliminarily sorted data assets according to multiple dimensions, providing query and browsing of a data catalog to obtain a data asset cataloging and classifying result, and then further comprising:
view data details of the subscribed data services, and view access logs of the subscribed services.
In one embodiment, the subscribing to the data products and services from the product catalog of the data warehouse according to the business requirements, and the preliminarily arranging the data assets based on the subscribed data products and services includes:
the system comprises a preset menu bar module for outputting data subscription, wherein the preset menu bar module comprises My subscription, subscription application, My application, service approval and service products;
and performing operation subscription on the data assets based on the preset menu bar module, and outputting the preliminarily sorted data assets.
In an embodiment, the cataloging management of the preliminarily sorted data assets according to multiple dimensions, providing query and browsing of a data catalog, and obtaining a data asset cataloging and classifying result includes:
the system comprises a preset management module for outputting catalog management, wherein the preset management module comprises catalog management and a subscription catalog;
and performing cataloging management on the preliminarily arranged data assets based on the preset management module, and outputting the data asset cataloging and classifying results.
In one embodiment, the authenticating the identity and the authenticating the access control of the user includes:
through data source management, data source information is stored, a data source library is connected and accessed, and a user performs preset access operation;
and displaying user information through user management, and carrying out preset user operation by a user.
In one embodiment, the viewing data details of the subscribed data services and viewing an access log of the subscribed services further comprises:
and displaying the service name and the updating time through data inquiry.
In a second aspect, the present invention further provides a data compilation system, including:
the acquisition module is used for acquiring the data assets which pass the quality audit;
the subscription module is used for subscribing data products and services from a product catalog of the data warehouse according to business requirements and primarily sorting the data assets based on the subscribed data products and services;
and the whole editing module is used for cataloguing and managing the preliminarily arranged data assets according to multiple dimensions, providing query and browsing of a data catalog and obtaining a data asset whole editing and classifying result.
In a third aspect, the present invention further provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of any of the above data marshalling methods when executing the program.
In a fourth aspect, the present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, performs the steps of the data marshalling method as described in any one of the above.
The data reorganization method and the data reorganization system solve the problem of data exchange among different units, provide reliable message and file transmission, realize synchronization of various data information and orderly manage the whole data exchange process.
Drawings
In order to more clearly illustrate the technical solutions of the present invention or the prior art, the drawings needed for the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and those skilled in the art can also obtain other drawings according to the drawings without creative efforts.
FIG. 1 is a schematic flow chart of a data editing method provided by the present invention;
FIG. 2 is a schematic structural diagram of a data compilation system provided by the present invention;
fig. 3 is a schematic structural diagram of an electronic device provided in the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is obvious that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Fig. 1 is a schematic flow chart of a data editing method provided by the present invention, as shown in fig. 1, including:
s1, acquiring the data assets which pass the quality audit;
s2, subscribing data products and services from the product catalog of the data warehouse according to the business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services;
and S3, performing cataloging management on the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results.
Specifically, the data reorganization method based on communication resource data provided by the invention is used for organizing data passing quality audit, then carrying out multi-dimensional cataloging management on data assets, and is the basis of data statistical analysis. The data reorganization is a working process of examining, grouping and summarizing a large amount of original data collected by statistics according to statistical tasks and requirements, so that the original data are organized and systematized to obtain statistical data capable of reflecting overall comprehensive characteristics; and, reprocessing the edited data also belongs to data editing. Data marshalling techniques can be divided into 3 categories: clustering, classification, and prediction.
Clustering techniques focus information in an unordered manner. One example of clustering is the analysis of group business customers with unknown characteristics, and the characteristics of the customers can be well defined by inputting relevant information for the example; the classification technique is to collect and formulate objects to predetermine a predefined collection. Collections are typically formed using the aforementioned techniques, as one example of which is the division of customers into specific sales groups according to their income level; the predictive technique is to enter known values for certain objects and directories and apply these values to another similar set to determine the expected value or result. For example, if one group of people wearing helmets and epaulets is a soccer team, then another group of people wearing helmets and epaulets is also considered a soccer team.
It should be noted that, the data subscription module user may subscribe related data products and services from the product catalog of the data warehouse according to business requirements. The method supports the verification of the authority of the user and has the capacity of managing and controlling data subscription. A data administrator of the catalog management module provides an interface tool and supports catalog management of data assets according to multiple dimensions; meanwhile, a data directory registration means is provided, and information such as data source, owner, time and the like is published in the whole network; the catalog inquiry based on the classification navigation and the browsing function of the subscribed products based on the information are provided, and the classification management capability of the data products is improved.
The data compilation method based on the communication resource data, provided by the invention, groups and summarizes a large amount of collected original data, so that the data is organized and systematized, and the ordered management of the data exchange process is realized.
Based on the above embodiment, the method step S1 is preceded by:
and performing identity authentication and access control authentication on the user.
The user management module supports user identity authentication and access control authentication, provides a refined authority model, allocates different operation authorities to different users, and meets the requirement of data security.
According to any of the above embodiments, the method further includes, after step S3:
view data details of the subscribed data services, and view access logs of the subscribed services.
The data query module can check the data details of the subscribed data service and check the access log of the subscribed service, so that the monitoring capability of the data use condition is improved.
Based on any of the above embodiments, step S2 of the method specifically includes:
the system comprises a preset menu bar module for outputting data subscription, wherein the preset menu bar module comprises My subscription, subscription application, My application, service approval and service products;
and performing operation subscription on the data assets based on the preset menu bar module, and outputting the preliminarily sorted data assets.
Specifically, the data subscription function provided by the invention is divided into My subscription, subscription application, My application, service approval and service product. My subscription displays information of product name, service name, running state, scheduling mode, scheduling time/frequency, synchronization mode, receiving library, receiving table, recent running time, recent failure time and running log; the user may filter, view service details, pause/enable, delete subscriptions, copy, perform actions immediately. Subscribing and applying for displaying information of product names, updating time, using modes and examination and approval states; the user can search and view the subscription configuration operation. The My application displays the information of the service name, the application state, the application time and the audit time; the user can screen, view service details, check records and delete service operations. The service approves and displays all service directory lists, and selects directory information to display service detailed information; the user can delete, add internal services, add external services, add product operations.
Based on any of the above embodiments, step S3 of the method specifically includes:
the system comprises a preset management module for outputting catalog management, wherein the preset management module comprises catalog management and a subscription catalog;
and performing cataloging management on the preliminarily arranged data assets based on the preset management module, and outputting the data asset cataloging and classifying results.
Specifically, the directory management functions proposed by the present invention are divided into catalog management and subscription directory. Cataloging management displays resource catalogs, and resource data lists can be checked according to the resource catalogs to display information of names, categories, sources, update conditions, data types, content description, applicants, approval states and data release time; the user can select, view resource details, add, modify, delete, import, export operations. The subscription catalog displays product names, service names, running states, service sources, service types, data updating time and interface data information; the user can inquire and view the interface data information of the subscribed products.
Based on any of the above embodiments, the performing identity authentication and access control authentication on a user includes:
through data source management, data source information is stored, a data source library is connected and accessed, and a user performs preset access operation;
and displaying user information through user management, and carrying out preset user operation by a user.
Specifically, the user management functions proposed by the present invention are divided into data source management and user management. The data source management is stored according to the name configured by the user, the database type, the IP, the port, the service name, the user, the password and the information of the library file path, and can be connected with and access the data source library; the user may add, delete, modify, test access operations. The user manages and displays the information of login name, work unit, related resource classification, related data product and user creation time; the user can add, modify and delete user operations.
Based on any of the above embodiments, the viewing data details of the subscribed data service and viewing an access log of the subscribed service further includes:
and displaying the service name and the updating time through data inquiry.
Specifically, the invention also provides the operation of data query of real service name and update time, and the user can check the detailed information of product service, check data and run logs.
The invention realizes the synchronization of various data information by realizing the reliable information and file transmission between different units and systems, including the exchange and sharing of structured, semi-structured and unstructured data, realizes the stable, reliable and efficient data transmission by mature, flexible, safe and reliable technical means, and carries out ordered management on the whole process of data exchange.
The data compilation system provided by the present invention is described below, and the data compilation system described below and the data compilation method described above may be referred to in correspondence with each other.
Fig. 2 is a schematic structural diagram of a data compilation system provided by the present invention, as shown in fig. 2, including: an obtaining module 21, a subscribing module 22 and an editing module 23, wherein:
the acquisition module 21 is used for acquiring data assets which pass quality audit; the subscription module 22 is used for subscribing data products and services from a product catalog of the data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services; the reorganization module 23 is configured to perform cataloging management on the preliminarily organized data assets according to multiple dimensions, provide query and browsing of a data catalog, and obtain data asset reorganization and classification results.
The data compilation method based on the communication resource data, provided by the invention, groups and summarizes a large amount of collected original data, so that the data is organized and systematized, and the ordered management of the data exchange process is realized.
Fig. 3 illustrates a physical structure diagram of an electronic device, which may include, as shown in fig. 3: a processor (processor)310, a communication interface (communication interface)320, a memory (memory)330 and a communication bus 340, wherein the processor 310, the communication interface 320 and the memory 330 communicate with each other via the communication bus 340. The processor 310 may call logical instructions in the memory 330 to perform a data marshalling method comprising: acquiring data assets which pass quality audit; subscribing data products and services from a product catalog of a data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services; and cataloging and managing the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results.
In addition, the logic instructions in the memory 330 may be implemented in the form of software functional units and stored in a computer readable storage medium when the software functional units are sold or used as independent products. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-only memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
In another aspect, the present invention also provides a computer program product comprising a computer program stored on a non-transitory computer readable storage medium, the computer program comprising program instructions which, when executed by a computer, enable the computer to perform a data marshalling method provided by the above methods, the method comprising: acquiring data assets which pass quality audit; subscribing data products and services from a product catalog of a data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services; and cataloging and managing the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results.
In yet another aspect, the present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program, which when executed by a processor is implemented to perform the above-provided data marshalling method, the method comprising: acquiring data assets which pass quality audit; subscribing data products and services from a product catalog of a data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services; and cataloging and managing the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present 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 solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (10)
1. A method for data marshalling, comprising:
acquiring data assets which pass quality audit;
subscribing data products and services from a product catalog of a data warehouse according to business requirements, and performing preliminary arrangement on the data assets based on the subscribed data products and services;
and cataloging and managing the preliminarily sorted data assets according to multiple dimensions, and providing query and browsing of a data catalog to obtain data asset cataloging and classifying results.
2. The data marshalling method of claim 1, wherein the obtaining data assets that have passed quality audit further comprises:
and performing identity authentication and access control authentication on the user.
3. The data reorganization method according to claim 1 or 2, wherein the preliminarily organized data assets are cataloged and managed according to multiple dimensions, query and browse of a data catalog are provided, and a data asset reorganization and classification result is obtained, and then the method further comprises the following steps:
view data details of the subscribed data services, and view access logs of the subscribed services.
4. The data compilation method of claim 1, wherein the subscribing to data products and services from a product catalog of a data warehouse according to business needs, and the preliminary collating of the data assets based on the subscribed data products and services comprises:
the system comprises a preset menu bar module for outputting data subscription, wherein the preset menu bar module comprises My subscription, subscription application, My application, service approval and service products;
and performing operation subscription on the data assets based on the preset menu bar module, and outputting the preliminarily sorted data assets.
5. The data reorganization method of claim 1, wherein the cataloging management of the preliminarily sorted data assets according to the multiple dimensions, the query and browsing of the data catalog and the obtaining of the data asset reorganization classification result comprises:
the system comprises a preset management module for outputting catalog management, wherein the preset management module comprises catalog management and a subscription catalog;
and performing cataloging management on the preliminarily arranged data assets based on the preset management module, and outputting the data asset cataloging and classifying results.
6. The data marshalling method of claim 2, wherein said authenticating the user for identity and access control authentication comprises:
through data source management, data source information is stored, a data source library is connected and accessed, and a user performs preset access operation;
and displaying user information through user management, and carrying out preset user operation by a user.
7. The data marshalling method of claim 3, wherein said viewing data details of the subscribed data services and viewing access logs of the subscribed services, further comprises:
and displaying the service name and the updating time through data inquiry.
8. A data marshalling system, comprising:
the acquisition module is used for acquiring the data assets which pass the quality audit;
the subscription module is used for subscribing data products and services from a product catalog of the data warehouse according to business requirements and primarily sorting the data assets based on the subscribed data products and services;
and the whole editing module is used for cataloguing and managing the preliminarily arranged data assets according to multiple dimensions, providing query and browsing of a data catalog and obtaining a data asset whole editing and classifying result.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the data marshalling method according to any one of claims 1 to 7 when executing the computer program.
10. A non-transitory computer readable storage medium, on which a computer program is stored, wherein the computer program, when executed by a processor, implements the steps of the data marshalling method according to any one of claims 1 to 7.
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