CN113157781A - Data visualization method and device, terminal equipment and storage medium - Google Patents
Data visualization method and device, terminal equipment and storage medium Download PDFInfo
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- 238000013079 data visualisation Methods 0.000 title claims abstract description 46
- 238000000034 method Methods 0.000 title claims abstract description 41
- 238000012216 screening Methods 0.000 claims abstract description 19
- 238000004590 computer program Methods 0.000 claims description 21
- 238000005516 engineering process Methods 0.000 description 6
- 230000006870 function Effects 0.000 description 4
- 230000004044 response Effects 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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- G06F16/24—Querying
- G06F16/242—Query formulation
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
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Abstract
The invention discloses a data visualization method, which comprises the following steps: acquiring a login account of a user; determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and extracting selected data parameters corresponding to data screening operation from all the data parameters when the data screening operation of the user is responded; and inquiring corresponding data in a fact data table according to the selected data parameters and a preset dynamic SQL statement, and displaying the inquired data. By implementing the embodiment of the invention, the probability of delay in data visualization can be reduced, and the user experience can be improved.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data visualization method and apparatus, a terminal device, and a storage medium.
Background
Bi (business intelligence), also known as business intelligence or business intelligence, refers to the use of modern data warehouse technology, online analytical processing technology, data mining and data presentation technology to perform data analysis to achieve business value. In the aspect of row-level authority control, a fact table, a dimension table and an authority control table are associated, the fact table and the dimension table are directly connected with each table to perform table-linking query to obtain data in a corresponding authority range, and then the queried data is visually displayed. However, in a big data age with a large amount of explosions, the magnitude of the fact data and the dimension data is large, and if the data query and visualization are still performed in the above manner, the visualization interface is delayed to different degrees when displaying data in actual use, which seriously affects user experience.
Disclosure of Invention
The embodiment of the invention provides a data visualization method and device, terminal equipment and a storage medium, which can effectively reduce the probability of delay during data visualization and improve user experience.
An embodiment of the present invention provides a data visualization method, including: acquiring a login account of a user;
determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and extracting selected data parameters corresponding to the data screening operation from all the data parameters in response to the data screening operation of the user;
and inquiring corresponding data in a fact data table according to the selected data parameters and a preset dynamic SQL statement, and displaying the inquired data.
Further, the user authority control table includes a plurality of account IDs, and each piece of account information corresponds to a plurality of data parameters;
the method comprises the following steps of determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and specifically comprises the following steps:
matching the login account with an account ID in the user authority control table to obtain a matched account ID; and taking the data parameters corresponding to the matched account ID as the data parameters of all the data which can be checked by the user.
Further, according to the selected data parameter and a preset dynamic SQL statement, querying corresponding data in a fact data table, and displaying the queried data, specifically comprising:
and transmitting the selected data parameters to the dynamic SQL statement, generating an SQL statement to be executed, executing the SQL statement to be executed to inquire corresponding data from the fact data table, and displaying the inquired data.
On the basis of the above-described method item embodiments, the invention correspondingly provides device item embodiments,
an embodiment of the present invention provides a data visualization apparatus, including: the system comprises an account number acquisition module, a permission management and control module and a data visualization module;
the account acquisition module is used for acquiring a login account of a user;
the authority control module is used for determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, responding to data screening operation of the user, and extracting selected data parameters corresponding to the data screening operation from all the data parameters;
and the data visualization module is used for inquiring corresponding data in a fact data table according to the selected data parameters and preset dynamic SQL statements, and displaying the inquired data.
Further, the user authority control table comprises a plurality of account IDs, and each piece of account information corresponds to a plurality of data parameters;
the authority control module is configured to determine, according to the login account and a preset user authority control table, data parameters of all data that can be viewed by a user corresponding to the login account, specifically:
matching the login account with an account ID in the user authority control table to obtain a matched account ID; and taking the data parameters corresponding to the matched account ID as the data parameters of all the data which can be checked by the user.
Further, the data visualization module is configured to query, according to the selected data parameter and a preset dynamic SQL statement, corresponding data in a fact data table, and display the queried data, and specifically includes:
and transmitting the selected data parameters to the dynamic SQL statement, generating an SQL statement to be executed, executing the SQL statement to be executed to inquire corresponding data from the fact data table, and displaying the inquired data.
On the basis of the embodiment of the method item, the invention correspondingly provides an embodiment of the terminal equipment item;
an embodiment of the present invention provides a data visualization terminal device, which includes a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor, and when the processor executes the computer program, the data visualization method according to any one of the above method items of the present invention is implemented.
On the basis of the embodiment of the method item, the invention correspondingly provides an embodiment of a storage medium item;
an embodiment of the present invention provides a storage medium, where the storage medium includes a stored computer program, where when the computer program runs, a device where the storage medium is located is controlled to execute the data visualization method according to any one of the method embodiments of the present invention.
The embodiment of the invention has the following beneficial effects:
the embodiment of the invention provides a data visualization method, a data visualization device, terminal equipment and a storage medium, wherein the method comprises the steps of firstly obtaining a login account of a user; then, determining data parameters of all data which can be checked by a user according to the login account by using a user authority control table, and then extracting selected data parameters corresponding to data screening operation from all data parameters when responding to the data screening operation of the user; and inquiring corresponding data in the fact data table according to the selected data parameters and the dynamic SQL sentences, and displaying the inquired data. By the method, the authority control data and the data in the process are separated, and the association between large data tables is avoided while the hierarchical authority control is realized through the parameter transmission and the dynamic SQL technology, so that the response speed of inquiring data is greatly improved, and the probability of delay phenomenon during data visualization is reduced.
Drawings
Fig. 1 is a schematic flow chart of a data visualization method according to an embodiment of the present invention.
Fig. 2 is a schematic structural diagram of a data visualization method according to an embodiment of 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 of the embodiments. 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.
As shown in fig. 1, an embodiment of the present invention provides a data visualization method, which at least includes the following steps:
step S101: acquiring a login account of a user;
step S102: determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and extracting selected data parameters corresponding to data screening operation from all the data parameters when the data screening operation of the user is responded;
step S103: and inquiring corresponding data in a fact data table according to the selected data parameters and a preset dynamic SQL statement, and displaying the inquired data.
In step S101, when the user logs in the BI system, an account input by the user is extracted as the login account.
For step S102, in a preferred embodiment, the user permission management and control table includes a plurality of account IDs, and each piece of account information corresponds to a plurality of data parameters; the method comprises the following steps of determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and specifically comprises the following steps: matching the login account with an account ID in the user authority control table to obtain a matched account ID; and taking the data parameters corresponding to the matched account ID as the data parameters of all the data which can be checked by the user.
Specifically, each account ID is set in the user permission control table, each account ID corresponds to a plurality of data parameters for identifying data parameters of all data that can be viewed by a user of the account ID, after a login account is acquired, the same account ID is matched in the user permission control table to obtain the matched account ID, and then the data parameters of all data that can be viewed by the login account can be extracted according to the matched account ID. Assuming that after the above steps, the data parameters of all data that can be viewed by the account "W" are "a", "b" and "c", respectively;
and then, when the user executes data screening operation in the BI system through the set authority control parameter assembly, each data screening operation corresponds to one data parameter, and at the moment, the corresponding data parameter is screened from the data parameters to serve as the selected data parameter. For example, the BI system has a "department type" right management and control parameter component, which provides a pull-down box, in which three pull-down options of "a department sales amount", "B department sales amount" and "C department sales amount" are provided, each pull-down option corresponds to a data parameter, for example, "a department sales amount" corresponds to the data parameter "a", "B department sales amount" corresponds to the data parameter "B", and "C department sales amount" corresponds to the data parameter "C", and when a user clicks the pull-down option of "a department sales amount" to complete a data screening operation, "a" is extracted from the data parameters "a", "B" and "C" as the selected data parameter.
For step S103, in a preferred embodiment, according to the selected data parameter and a preset dynamic SQL statement, querying corresponding data in a fact data table, and displaying the queried data specifically includes: and transmitting the selected data parameters to the dynamic SQL statement, generating an SQL statement to be executed, executing the SQL statement to be executed to inquire corresponding data from the fact data table, and displaying the inquired data.
Specifically, if the transmitted data parameter is "a", the operation of querying sales of department a from the fact data table is executed, and if the transmitted data parameter is "B", the operation of querying sales of department B from the fact data table is executed; if the passed data parameter is 'C', the operation of inquiring sales of the C department from the fact data table is executed.
If the user transmits the data parameter "a" to the preset dynamic SQL statement when performing the data filtering operation as described in step S102, the user performs an operation of querying the sales of the department a from the fact data table, extracts the data item of the sales of the department a, and displays the data item on the interface of the BI system.
Through the implementation of the embodiment of the invention, the same key value does not need to be set between the authority control table and the fact data table, namely, the authority control table and the fact data table do not need to be subjected to table-linked query, so that the separation of the authority control table and the fact data table is realized, and row-level authority control is realized through the technology of parameter transmission and dynamic SQL (structured query language), so that the association between large data tables can be avoided, and the response speed of query data and page interaction experience are greatly improved.
On the basis of the above method item embodiments, the present invention correspondingly provides apparatus item embodiments;
as shown in fig. 2, the data visualization apparatus implemented in the present invention includes an account acquisition module, a rights management and control module, and a data visualization module;
the account acquisition module is used for acquiring a login account of a user;
the authority control module is used for determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, responding to data screening operation of the user, and extracting selected data parameters corresponding to the data screening operation from all the data parameters;
and the data visualization module is used for inquiring corresponding data in a fact data table according to the selected data parameters and preset dynamic SQL statements, and displaying the inquired data.
In a preferred embodiment, the user permission management and control table includes a plurality of account IDs, and each piece of account information corresponds to a plurality of data parameters;
the authority control module is configured to determine, according to the login account and a preset user authority control table, data parameters of all data that can be viewed by a user corresponding to the login account, specifically:
matching the login account with an account ID in the user authority control table to obtain a matched account ID; and taking the data parameters corresponding to the matched account ID as the data parameters of all the data which can be checked by the user.
In a preferred embodiment, the data visualization module is configured to query, according to the selected data parameter and a preset dynamic SQL statement, corresponding data in a fact data table, and display the queried data, and specifically includes:
and transmitting the selected data parameters to the dynamic SQL statement, generating an SQL statement to be executed, executing the SQL statement to be executed to inquire corresponding data from the fact data table, and displaying the inquired data.
It should be noted that the above-mentioned embodiment of the apparatus item corresponds to an embodiment of a method item of the present invention, and is capable of implementing the data visualization method according to any one of the above-mentioned embodiment of the method item of the present invention. 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. In addition, in the drawings of the embodiment of the apparatus provided by the present invention, the connection relationship between the modules indicates that there is a communication connection between them, and may be specifically implemented as one or more communication buses or signal lines. One of ordinary skill in the art can understand and implement it without inventive effort.
On the basis of the embodiment of the method item, the invention correspondingly provides an embodiment of the terminal equipment item;
another embodiment of the present invention provides a data visualization terminal device, which includes a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor, and when the processor executes the computer program, the data visualization method according to any one of the above method embodiments of the present invention is implemented.
Illustratively, the computer program may be partitioned into one or more modules/units that are stored in the memory and executed by the processor to implement the invention.
The data visualization terminal device can be a desktop computer, a notebook computer, a palm computer, a cloud server and other computing devices. The data visualization terminal device may include, but is not limited to, a processor, a memory.
The Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components, etc. The general-purpose processor may be a microprocessor or the processor may be any conventional processor or the like, the processor is a control center of the data visualization terminal device, and various interfaces and lines are used to connect various parts of the entire data visualization terminal device.
The memory may be used for storing the computer programs and/or modules, and the processor may implement various functions of the data visualization apparatus/terminal device by running or executing the computer programs and/or modules stored in the memory and calling the data stored in the memory. The memory may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required by at least one function (such as a sound playing function, an image playing function, etc.), and the like; the storage data area may store data (such as audio data, a phonebook, etc.) created according to the use of the cellular phone, and the like. In addition, the memory may include high speed random access memory, and may also include non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), at least one magnetic disk storage device, a Flash memory device, or other volatile solid state storage device.
On the basis of the above method item embodiments, the present invention correspondingly provides storage medium item embodiments;
another embodiment of the present invention provides a storage medium, where the storage medium includes a stored computer program, where when the computer program runs, a device in which the storage medium is located is controlled to execute the data visualization method according to any one of the above method embodiments of the present invention.
The storage medium is a computer-readable storage medium, all or part of the processes in the method according to the embodiments of the present invention may be implemented by instructing related hardware through a computer program, where the computer program may be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the method embodiments may be implemented. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, usb disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), electrical carrier wave signals, telecommunications signals, software distribution medium, and the like.
While the foregoing is directed to the preferred embodiment of the present invention, it will be understood by those skilled in the art that various changes and modifications may be made without departing from the spirit and scope of the invention.
Claims (8)
1. A method of data visualization, comprising:
acquiring a login account of a user;
determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and extracting selected data parameters corresponding to data screening operation from all the data parameters when the data screening operation of the user is responded;
and inquiring corresponding data in a fact data table according to the selected data parameters and a preset dynamic SQL statement, and displaying the inquired data.
2. The data visualization method according to claim 1, wherein the user permission management and control table includes a plurality of account IDs, and each account information corresponds to a plurality of data parameters;
the method comprises the following steps of determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, and specifically comprises the following steps:
matching the login account with an account ID in the user authority control table to obtain a matched account ID; and taking the data parameters corresponding to the matched account ID as the data parameters of all the data which can be checked by the user.
3. The data visualization method according to claim 2, wherein, according to the selected data parameter and a preset dynamic SQL statement, querying corresponding data in a fact data table, and displaying the queried data specifically includes:
and transmitting the selected data parameters to the dynamic SQL statement, generating an SQL statement to be executed, executing the SQL statement to be executed to inquire corresponding data from the fact data table, and displaying the inquired data.
4. A data visualization device, comprising: the system comprises an account number acquisition module, a permission management and control module and a data visualization module;
the account acquisition module is used for acquiring a login account of a user;
the authority control module is used for determining data parameters of all data which can be checked by a user corresponding to the login account according to the login account and a preset user authority control table, responding to data screening operation of the user, and extracting selected data parameters corresponding to the data screening operation from all the data parameters;
and the data visualization module is used for inquiring corresponding data in a fact data table according to the selected data parameters and preset dynamic SQL statements, and displaying the inquired data.
5. The data visualization device according to claim 3, wherein the user permission management and control table includes a plurality of account IDs, and each account information corresponds to a plurality of data parameters;
the authority control module is configured to determine, according to the login account and a preset user authority control table, data parameters of all data that can be viewed by a user corresponding to the login account, specifically:
matching the login account with an account ID in the user authority control table to obtain a matched account ID; and taking the data parameters corresponding to the matched account ID as the data parameters of all the data which can be checked by the user.
6. The data visualization device according to claim 5, wherein the data visualization module is configured to query corresponding data in a fact data table according to the selected data parameter and a preset dynamic SQL statement, and display the queried data, and specifically includes:
and transmitting the selected data parameters to the dynamic SQL statement, generating an SQL statement to be executed, executing the SQL statement to be executed to inquire corresponding data from the fact data table, and displaying the inquired data.
7. A data visualization terminal device, characterized by comprising a processor, a memory and a computer program stored in the memory and configured to be executed by the processor, the processor implementing the data visualization method according to any one of claims 1 to 3 when executing the computer program.
8. A storage medium, characterized in that the storage medium comprises a stored computer program, wherein the computer program, when running, controls a device on which the storage medium is located to execute the data visualization method according to any one of claims 1 to 3.
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| CN202110117947.0A CN113157781A (en) | 2021-01-28 | 2021-01-28 | Data visualization method and device, terminal equipment and storage medium |
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| CN202110117947.0A CN113157781A (en) | 2021-01-28 | 2021-01-28 | Data visualization method and device, terminal equipment and storage medium |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106469282A (en) * | 2015-08-21 | 2017-03-01 | 阿里巴巴集团控股有限公司 | data access authority control method and device |
| CN109815284A (en) * | 2019-01-04 | 2019-05-28 | 平安科技（深圳）有限公司 | A kind of method and apparatus of data processing |
| CN111444543A (en) * | 2020-04-02 | 2020-07-24 | 深圳市康拓普信息技术有限公司 | Data authority management method and system |
| CN111552678A (en) * | 2020-03-30 | 2020-08-18 | 平安医疗健康管理股份有限公司 | Data permission configuration method and device and computer equipment |
| CN112084167A (en) * | 2019-06-14 | 2020-12-15 | 北京沃东天骏信息技术有限公司 | Authority filtering method and device and storage medium |
-
2021
- 2021-01-28 CN CN202110117947.0A patent/CN113157781A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106469282A (en) * | 2015-08-21 | 2017-03-01 | 阿里巴巴集团控股有限公司 | data access authority control method and device |
| CN109815284A (en) * | 2019-01-04 | 2019-05-28 | 平安科技（深圳）有限公司 | A kind of method and apparatus of data processing |
| CN112084167A (en) * | 2019-06-14 | 2020-12-15 | 北京沃东天骏信息技术有限公司 | Authority filtering method and device and storage medium |
| CN111552678A (en) * | 2020-03-30 | 2020-08-18 | 平安医疗健康管理股份有限公司 | Data permission configuration method and device and computer equipment |
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