CN113127547A - Data processing method and device, intelligent terminal and storage medium - Google Patents
Data processing method and device, intelligent terminal and storage medium Download PDFInfo
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- CN113127547A CN113127547A CN201911401029.XA CN201911401029A CN113127547A CN 113127547 A CN113127547 A CN 113127547A CN 201911401029 A CN201911401029 A CN 201911401029A CN 113127547 A CN113127547 A CN 113127547A
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Abstract
The embodiment of the invention provides a data processing method, a data processing device, an intelligent terminal and a storage medium, wherein the method comprises the following steps: determining the data report to be a real-time data report or a historical data report according to the real-time requirement of the data report; if the data report is a real-time data report, acquiring industrial park data, confirming a real-time data point needing to be displayed in real time, and reading data corresponding to the real-time data point from a real-time database; and rendering the data corresponding to the real-time data points into a real-time data report according to a corresponding rendering mode. The embodiment of the invention improves the data reading speed by loading the real-time database data in the memory, and realizes the monitoring and the storage of the data; and the management and application of the data are realized through the stored historical report data.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data processing method and apparatus, an intelligent terminal, and a storage medium.
Background
The Real-Time DataBase (RTDB-Real Time DataBase) is a branch of DataBase system development, is generated by combining DataBase technology with Real-Time processing technology, can directly collect and acquire various data in the operation process of an enterprise in Real Time and converts the data into public information effective to various services. One important characteristic of real-time databases is real-time, including data real-time and transaction real-time.
Statistics of the SCADA (Supervisory Control And Data Acquisition, Data Acquisition And monitoring Control system) Data report is to configure Data points through a real-time database, a model database And a historical database to generate a real-time Data report And historical Data report Data. Monitoring and storing data through Scada real-time database data displayed by HT of Canvas; and the management and application of the data are realized through the stored historical report data. Where Canvas is an element of HTML 5 used to draw graphics on a web page. HT is a 3D framework of HTML 5 that can implement network topology maps, rack maps, network communication maps, 3D network maps, and the like.
At present, the data report of the SCADA system has simple function and complex configuration and cannot be monitored and stored in real time. Especially, the statistics of electric quantity, electric charge and other data, the data error of big probability appears easily in manual maintenance, and the accuracy is poor, consumes a large amount of time. In past industrial projects, tables often employ old-fashioned digital tables to monitor data and present relevant information. However, currently, through various mobile apps and Web applications, people's aesthetics and requirements are continuously improved, and the existing form report cannot meet the requirements of users.
Disclosure of Invention
The embodiment of the invention provides a data processing method, a data processing device, an intelligent terminal and a storage medium, which can realize the analysis of single type input under the scenes of multiple inputs and single output, are favorable for carrying out comprehensive analysis on industrial production and improve the production efficiency.
In one aspect, an embodiment of the present invention provides a data processing method, where the method includes: determining the data report to be a real-time data report or a historical data report according to the real-time requirement of the data report; if the data report is a real-time data report, acquiring industrial park data, confirming a real-time data point needing to be displayed in real time, and reading data corresponding to the real-time data point from a real-time database; and rendering the data corresponding to the real-time data points into a real-time data report according to a corresponding rendering mode.
In one embodiment, the method further comprises: and storing the real-time data report into a report database according to a preset time interval.
In one embodiment, the method further comprises: if the data report is a historical data report, acquiring a preset data report template and industrial park data; defining the cell type of the preset data report template and configuring data points; setting the number of remote measuring point taking points, the data point taking format and the arrangement mode of report data, storing and generating a template file; and exporting the template file to generate a historical data report.
In one embodiment, the template file comprises a first worksheet and a second worksheet, wherein the first worksheet comprises remote measuring point keywords, the number of points taken by remote measuring points, and arrangement information of the remote measuring points; the second worksheet comprises data queried by the telemetry point keywords in a historical database.
In another aspect, the present invention further provides a data processing apparatus, including: the determining module is used for determining the data report to be a real-time data report or a history data report according to the real-time requirement of the data report; the processing module is used for acquiring industrial park data, confirming real-time data points needing real-time display and reading data corresponding to the real-time data points from a real-time database if the data report is a real-time data report; and rendering the data corresponding to the real-time data points into a real-time data report according to a corresponding rendering mode.
In one embodiment, the apparatus further comprises: and the storage module is used for storing the real-time data report into a report database according to a preset time interval.
In an embodiment, the processing module is further configured to obtain a preset data report template and industrial park data if the data report is a historical data report; defining the cell type of the preset data report template, and configuring data points; setting the number of remote measuring point taking points, the data point taking format and the arrangement mode of report data, storing and generating a template file; and exporting the template file to generate a historical data report.
In one embodiment, the template file comprises a first worksheet and a second worksheet, wherein the first worksheet comprises remote measuring point keywords, the number of points taken by remote measuring points, and arrangement information of the remote measuring points; the second worksheet comprises data queried by the telemetry point keywords in a historical database.
In another aspect, an embodiment of the present invention provides an intelligent terminal, including: the processor is used for calling the executable program codes and executing the method.
Accordingly, an embodiment of the present invention further provides a storage medium, which stores instructions that, when executed on a computer, cause the computer to perform the above method.
The embodiment of the invention improves the data reading speed by loading the real-time database data in the memory, and realizes the monitoring and storage of the data; and the management and application of the data are realized through the stored historical report data.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without any creative effort.
Fig. 1 is a schematic flow chart of a data processing method according to an embodiment of the present invention;
FIG. 2 is a flow chart of a data processing method according to an embodiment of the present invention;
FIG. 3 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an intelligent terminal 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.
In order to make the technical solutions of the present invention better understood by those skilled in the art, the technical solutions in the embodiments of the present invention will be clearly described below with reference to the drawings in the embodiments of the present invention, and it is apparent that the described embodiments are some embodiments of the present invention, but not all 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.
The appearances of the phrases "first," "second," and "third," or the like, in the specification, claims, and figures are not necessarily all referring to the particular order in which they are presented. Furthermore, the terms "comprising" and "having," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus.
Referring to fig. 1, fig. 1 is a schematic flow chart illustrating a data processing method according to an embodiment of the invention. The method described in the embodiment of the invention comprises the following steps:
s101, determining the data report to be a real-time data report or a historical data report according to the real-time requirement of the data report;
specifically, the data report can be divided into a real-time data report and a historical data report, and the generation of the real-time data report or the historical data report can be determined according to the real-time requirement of a user.
S102, if the data report is a real-time data report, acquiring industrial park data, confirming a real-time data point needing to be displayed in real time, and reading data corresponding to the real-time data point from a real-time database;
specifically, when the real-time data report is selected to be generated, the jni (java Native interface) technology can be used to read the industrial park data in the model database, display the industrial park data in the form of a tree graph, and then select the data points to be displayed in real time, wherein all the data points can be loaded in real time by default. And then, inquiring from the real-time database according to the selected data points to obtain related data information.
S103, rendering the data corresponding to the real-time data points into a real-time data report according to a corresponding rendering mode.
Since the HT of the Canvas has a data model, after the data is bound, the HT can generate a real-time data report through custom rendering. Optionally, the real-time data report may be stored in a report database according to a preset time interval, for example, 15-minute interval data is stored in the report database, that is, a historical database.
Optionally, if the data report is a historical data report, acquiring a preset data report template and industrial park data; defining the cell type of the preset data report template, and configuring data points; setting the number of remote measuring points, the data point format and the arrangement mode of report data, storing and generating a template file; and exporting the template file to generate a historical data report. Specifically, a data report template can be created or read first, and the report template can be designed. Defining the cell type of the data report template and configuring data points. And acquiring the data of the industrial park in the model database. And acquiring the voltage grade of the industrial park according to the unique identifier of the industrial park. And obtaining the interval under the voltage grade according to the unique voltage grade identification. And acquiring remote measuring point data, remote signaling point data and remote pulse point data at intervals according to the unique interval identifier. And displaying the acquired model database data in a tree diagram form, and selecting data points in a check box form. And setting a remote measuring point data taking format and a report data arrangement mode. The horizontal arrangement is defaulted. The above contents are saved to generate vts template file. Vts the template file includes a first worksheet, which may be a dataDefine worksheet, and a second worksheet, which may be a data worksheet. Configuration information such as remote measuring point keywords, remote measuring point taking numbers, longitudinal and transverse arrangement of data points and the like is stored in the dataDefine work table. displayed in the data worksheet are data queried in the historical database according to the telemetry point keywords stored in dataDefine. And (4) selecting a time period to derive report remote measurement point data, and otherwise deriving the current month remote measurement point data. The report is stored by Excel data.
The embodiment provides a Scada data report statistical method based on a memory real-time database and a historical database and displayed through the HT of Canvas. The data reading speed is improved by loading the real-time database data in the memory, and the monitoring and the storage of the data are realized; and the management and application of the data are realized through the stored historical report data.
The present invention also provides an embodiment of a data processing method, as shown in fig. 2, including:
1. the data report is divided into a real-time data report and a historical data report according to the real-time performance of the data. The real-time data report data is read from the memory real-time base, i.e. branch 1. The historical database report data is read from the historical repository, branch 2.
2. Branch 1: 1) and reading the primary model industrial park data in the model database by utilizing a JNI technology, displaying in a tree graph mode, and selecting data points to be displayed in real time. All data points are loaded in real time by default. 2) The query is from the real-time database based on the selected data point. 3) And binding Data by using the HT of the Canvas with a self-database model Data model, then performing custom rendering to generate a real-time Data report, refreshing report Data in real time, generating a Data report file regularly, and storing Data at intervals of 15 minutes into a report database, namely a historical database. 4) End up
3. And branch 2: 1) and (4) newly building or reading a data report template and designing the report template. 2) Defining the cell type of the data report template and configuring data points. 3) And acquiring the industrial park data of the primary model in the model database. And acquiring the voltage grade under the industrial park according to the unique identifier of the industrial park. And obtaining the interval under the voltage grade according to the unique voltage grade identification. And acquiring remote measuring point data, remote signaling point data and remote pulse point data at intervals according to the unique interval identifier. 5) And displaying the acquired model database data in a tree diagram form, and selecting data points in a check box form. And setting a remote measuring point data taking format and a report data arrangement mode. The lateral arrangement is default. 6) And saving and generating vts template files. Vts template file includes two worksheets of data, dataDefine. And the dataDefine stores configuration information such as remote measuring point keywords, the point taking number of remote measuring points, longitudinal and transverse arrangement of data points and the like. displayed in the data worksheet are data queried in the historical database according to the telemetry point keywords stored in dataDefine. 7) And (4) selecting a time period to derive report telemetering point data, and otherwise deriving the current month telemetering point data. The report is stored by Excel data. 8) End up
Therefore, the embodiment provides a method for statistics of Scada data reports displayed by a Canvas HT based on a memory real-time database and a historical database. The data reading speed is improved by loading the real-time database data in the memory, and the monitoring and the storage of the data are realized; and the management and application of the data are realized through the stored historical report data.
The present invention also provides an embodiment of a data processing apparatus, as shown in fig. 3, the apparatus described in the embodiment of the present invention includes:
the determining module 301 is configured to determine, according to a real-time requirement of the data report, that the data report is a real-time data report or a historical data report;
specifically, the data report can be divided into a real-time data report and a historical data report, and the generation of the real-time data report or the historical data report can be determined according to the real-time requirement of a user.
The processing module 302 is configured to, if the data report is a real-time data report, acquire industrial park data, determine a real-time data point that needs to be displayed in real time, and read data corresponding to the real-time data point from a real-time database; rendering the data corresponding to the real-time data points into a real-time data report according to the corresponding rendering mode.
Specifically, when the real-time data report is selected to be generated, the jni (java Native interface) technology can be used to read the industrial park data in the model database, display the industrial park data in the form of a tree graph, and then select the data points to be displayed in real time, wherein all the data points can be loaded in real time by default. And then, inquiring from the real-time database according to the selected data points to obtain related data information. Among them, since HT of Canvas has its own DataModel data model, after binding data, it can generate a real-time datagram table through custom rendering. Optionally, the real-time data report may be stored in a report database according to a preset time interval, for example, data at 15-minute intervals is stored in the report database, that is, a historical database.
Optionally, the processing module 302 is further configured to obtain a preset data report template and industrial park data if the data report is a historical data report; defining the cell type of the preset data report template, and configuring data points; setting the number of remote measuring point taking points, the data point taking format and the arrangement mode of report data, storing and generating a template file; and exporting the template file to generate a historical data report. Specifically, a report template can be created or read first, and then the report template can be designed. Defining the cell type of the data report template and configuring data points. And acquiring the data of the industrial park in the model database. And acquiring the voltage grade of the industrial park according to the unique identifier of the industrial park. And obtaining the interval under the voltage grade according to the unique voltage grade identification. And acquiring remote measuring point data, remote signaling point data and remote pulse point data at intervals according to the unique interval identifier. And displaying the acquired model database data in a tree diagram form, and selecting data points in a check box form. And setting a remote measuring point data taking format and a report data arrangement mode. The horizontal arrangement is defaulted. The above contents are saved to generate vts template file. Vts the template file includes a first worksheet, which may be a dataDefine worksheet, and a second worksheet, which may be a data worksheet. Configuration information such as remote measuring point keywords, remote measuring point taking numbers, longitudinal and transverse arrangement of data points and the like is stored in the dataDefine work table. displayed in the data worksheet are data queried in the historical database according to the telemetry point keywords stored in dataDefine. And (4) selecting a time period to derive report telemetering point data, and otherwise deriving the current month telemetering point data. The report is stored by Excel data.
The embodiment provides a Scada data report statistical method based on a memory real-time database and a historical database and displayed through the HT of Canvas. The data reading speed is improved by loading the real-time database data in the memory, and the monitoring and the storage of the data are realized; and the management and application of the data are realized through the stored historical report data.
Referring to fig. 4, fig. 4 is a schematic structural diagram of an intelligent terminal according to an embodiment of the present invention. The intelligent terminal described in the embodiment of the invention comprises: a processor 401, a user interface 402, a communication interface 403, and a memory 404. The processor 401, the user interface 402, the communication interface 403, and the memory 404 may be connected by a bus or other means, and the bus connection is taken as an example in the embodiment of the present invention.
The processor 401 (or CPU) is a computing core and a control core of the terminal, and can analyze various instructions in the terminal and process various data of the terminal, for example: the CPU can be used for analyzing a power-on and power-off instruction sent to the terminal by a user and controlling the terminal to carry out power-on and power-off operation; the following steps are repeated: the CPU may transmit various types of interactive data between the internal structures of the terminal, and so on. The user interface 402 is a medium for implementing interaction and information exchange between a user and a terminal, and may specifically include a Display screen (Display) for outputting, a Keyboard (Keyboard) for inputting, and the like, where the Keyboard may be an entity Keyboard, a touch screen virtual Keyboard, or a Keyboard that is a combination of an entity and a touch screen in a virtual manner. The communication interface 403 may optionally include a standard wired interface, a wireless interface (e.g., Wi-Fi, mobile communication interface, etc.), controlled by the processor 401, for transceiving data. A Memory 404(Memory) is a Memory device in the terminal for storing programs and data. It is to be understood that the memory 404 herein can comprise both the built-in memory of the terminal and, of course, the expansion memory supported by the terminal. The memory 404 provides storage space that stores the operating system of the terminal, which may include, but is not limited to: android system, iOS system, Windows Phone system, etc., which are not limited in this respect.
In specific implementation, the processor 401, the user interface 402, the communication interface 403, and the memory 404 described in this embodiment of the present invention may execute the implementation manner of the intelligent terminal described in the data processing method provided in this embodiment of the present invention, and may also execute the implementation manner described in the data processing apparatus provided in this embodiment of the present invention, which is not described herein again.
The embodiment of the present invention further provides a storage medium, in which instructions are stored, and when the storage medium runs on a computer, the storage medium causes the computer to execute a data processing method according to the embodiment of the present invention.
Embodiments of the present invention also provide a computer program product containing instructions, which when run on a computer, cause the computer to execute a data processing method according to an embodiment of the present invention.
It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combinations, but those skilled in the art will recognize that the present invention is not limited by the order of acts, as some steps may occur in other orders or concurrently in accordance with the invention. Further, those skilled in the art will appreciate that the embodiments described in the specification are presently preferred and that no acts or modules are necessarily required of the invention.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer readable storage medium, and the storage medium may include: flash disks, Read-Only memories (ROMs), Random Access Memories (RAMs), magnetic or optical disks, and the like.
The above disclosure is intended to be illustrative of only some embodiments of the invention, and is not intended to limit the scope of the invention.
Claims (10)
1. A method of data processing, the method comprising:
determining the data report to be a real-time data report or a historical data report according to the real-time requirement of the data report;
if the data report is a real-time data report, acquiring industrial park data, confirming a real-time data point needing to be displayed in real time, and reading data corresponding to the real-time data point from a real-time database;
and rendering the data corresponding to the real-time data points into a real-time data report according to a corresponding rendering mode.
2. The method of claim 1, further comprising:
and storing the real-time data report into a report database according to a preset time interval.
3. The method of claim 1, further comprising:
if the data report is a historical data report, acquiring a preset data report template and industrial park data;
defining the cell type of the preset data report template, and configuring data points;
setting the number of remote measuring point taking points, the data point taking format and the arrangement mode of report data, storing and generating a template file;
and exporting the template file to generate a historical data report.
4. The method according to claim 3, wherein the template file comprises a first worksheet and a second worksheet, the first worksheet comprises remote measuring point keywords, the number of points taken from remote measuring points, and arrangement information of remote measuring points; the second worksheet comprises data queried by the telemetry point keywords in a historical database.
5. A data processing apparatus, characterized in that the apparatus comprises:
the determining module is used for determining the data report to be a real-time data report or a historical data report according to the real-time requirement of the data report;
the processing module is used for acquiring industrial park data, confirming a real-time data point needing real-time display and reading data corresponding to the real-time data point from a real-time database if the data report is a real-time data report; and rendering the data corresponding to the real-time data points into a real-time data report according to a corresponding rendering mode.
6. The apparatus of claim 5, further comprising:
and the storage module is used for storing the real-time data report into a report database according to a preset time interval.
7. The apparatus of claim 5, wherein:
the processing module is further used for acquiring a preset data report template and industrial park data if the data report is a historical data report; defining the cell type of the preset data report template, and configuring data points; setting the number of remote measuring point taking points, the data point taking format and the arrangement mode of report data, storing and generating a template file; and exporting the template file to generate a historical data report.
8. The device according to claim 7, wherein the template file comprises a first worksheet and a second worksheet, the first worksheet comprises remote measuring point keywords, the number of points taken from remote measuring points, and arrangement information of remote measuring points; the second worksheet comprises data queried by the telemetry point keywords in a historical database.
9. An intelligent terminal, comprising: a processor and a memory, the memory storing executable program code, the processor being configured to invoke the executable program code to perform the data processing method of any of claims 1 to 4.
10. A storage medium having stored therein instructions which, when run on a computer, cause the computer to execute the data processing method according to any one of claims 1 to 4.
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