CN117994380A - Data chart display method and device and client - Google Patents
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Abstract
The invention discloses a data chart display method, a data chart display device and a client. Wherein the method comprises the following steps: determining a target data volume according to the data display requirement; under the condition that the target data volume is larger than a preset threshold value, firstly acquiring key data from a server and displaying a graph aiming at the key data; then, obtaining other target data except the key data from the server, and executing rendering operation to generate a target data chart corresponding to the data display requirement; and when no chart interaction operation is detected on the page, displaying the target data chart. Aiming at the situation that the data magnitude of the rendering data of the front-end chart is overlarge, the invention can prevent the empty waiting state of the front-end page, quicken the display of a plurality of magnitude data charts, promote the use experience of users, strengthen the interactive capability and solve the problems of overlong response time and overlong rendering time caused by the fact that the front-end displays a large amount of data charts in the prior art.
Description
Technical Field
The present invention relates to the field of data processing technologies, and in particular, to a data graph display method, device and client.
Background
The data chart is a graphic structure which is displayed in a screen and can intuitively display statistical information attributes (such as timeliness, quantity and the like) and plays a key role in knowledge mining and information visual and vivid feeling, and is a good means for intuitively and vividly visualizing object attribute data. The data graph can conveniently check the difference and the predicted trend of the data, so that the data comparison or the data change trend becomes clear at a glance, and the data relationship can be expressed quickly and effectively.
For presentation of a data graph, typically, the front end sends a request to the server, which responds to the request and issues data to the front end, which processes to render the data to the front end graph.
In the scenario of developing an energy management system or a large amount of graphic display data, the front end sending a request to the server may face some challenges, especially when responding to thousands or more pieces of data in array length, which may result in the following:
(1) Under the background of hundreds of millions of databases and low server performance, the front end requests server data, and the server is excessively large in data volume, so that the data query time is excessively long, the response time of the server is excessively long, and the waiting time of the front end is excessively long;
(2) Because of excessive data, the front end receives a large amount of data, so that the front end renders the chart for too long, the loading time is long, the waiting time of a user is too long, and the interaction capability of the system is weakened.
This is undesirable when the user is using the software system.
Aiming at the problems of overlong response time and overlong rendering time caused by the fact that a front end displays a large amount of data in a data chart in the prior art, no effective solution is proposed at present.
Disclosure of Invention
The embodiment of the invention provides a data chart display method, a data chart display device and a client side, which at least solve the problems of overlong response time and overlong rendering time caused by the fact that a front end displays a large amount of data charts in the prior art.
In order to solve the above technical problems, an embodiment of the present invention provides a data chart display method, including:
Determining a target data volume according to the data display requirement;
Under the condition that the target data volume is larger than a preset threshold value, firstly acquiring key data from a server and displaying a graph aiming at the key data;
Then, obtaining other target data except the key data from the server, and executing rendering operation to generate a target data chart corresponding to the data display requirement;
and when no chart interaction operation is detected on the page, displaying the target data chart.
Optionally, obtaining key data from a server and displaying a graph for the key data, including:
determining the key data;
acquiring the key data from the server;
Performing a rendering operation on the critical data to generate a critical data chart;
And displaying the key data chart.
Optionally, performing a rendering operation to generate a target data chart corresponding to the data display requirement includes:
Reading data related to the data display requirement from the cached data at idle time;
performing a rendering operation on data related to the data display requirements to generate the target data graph;
And caching the target data chart.
Optionally, when no chart interaction operation is detected on the page, displaying the target data chart includes:
And when no chart interaction operation is detected on the page, replacing the key data chart currently displayed on the page with the target data chart.
Optionally, after determining the target data amount according to the data display requirement, the method further includes:
sending a request to the server to acquire all target data under the condition that the target data amount is smaller than or equal to the preset threshold value;
After receiving all the target data, performing rendering operation on all the target data to generate a data chart;
and displaying the data chart.
Optionally, before performing the rendering operation, the method further includes: and processing the data to be rendered into a format meeting the requirements.
The embodiment of the invention also provides a data chart display device, which comprises:
the determining module is used for determining a target data volume according to the data display requirement;
the first processing module is used for acquiring key data from a server and displaying a graph aiming at the key data under the condition that the target data volume is larger than a preset threshold value;
The second processing module is used for acquiring other target data except the key data from the server and executing rendering operation to generate a target data chart corresponding to the data display requirement;
And the display module is used for displaying the target data chart when no chart interaction operation is detected on the page.
The embodiment of the invention also provides a client, which comprises: the embodiment of the invention provides a data chart display device.
The embodiment of the invention also provides computer equipment, which comprises: memory, a processor and a computer program stored on the memory and executable on the processor, which processor implements the steps of the method according to the embodiments of the invention when the computer program is executed.
The embodiments of the present invention also provide a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the method of the embodiments of the present invention.
By applying the technical scheme of the invention, the data orders are respectively processed, aiming at the situation that the rendering data orders of the front-end chart are overlarge, key data in the front-end chart are firstly obtained for chart display, then other data are obtained and a target data chart is generated, when no interactive operation is performed between a user and the chart of the page, the target data chart is displayed, so that the conditions of overlong response time and overlong rendering time of the server can be avoided, the idle waiting state of the front-end page is prevented, the order data are painlessly loaded, the display of a plurality of order data charts is quickened, the use experience of the user is improved, the interactive capability is enhanced, and the problems of overlong response time and overlong rendering time caused when the front-end chart displays a large amount of data in the prior art are solved.
Drawings
FIG. 1 is a flow chart of a data chart display method according to an embodiment of the invention;
FIG. 2 is a schematic diagram of a front-end architecture for data graph display according to a second embodiment of the present invention;
FIG. 3 is a flow chart of a data chart according to a second embodiment of the present invention;
fig. 4 is a block diagram of a data graph display device according to a third embodiment of the present invention;
Fig. 5 is a schematic hardware structure of a computer device according to a fifth embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in further detail below with reference to the accompanying drawings, and it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
It should be noted that the terms "first," "second," and the like in the description and the claims and drawings of the present invention are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be noted that the steps illustrated in the flowcharts of the figures may be performed in a computer system such as a set of computer executable instructions, and that although a logical order is illustrated in the flowcharts, in some cases the steps illustrated or described may be performed in an order other than that illustrated herein.
The terminology used in the embodiments of the invention is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used in this application and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise, the "plurality" generally includes at least two.
It should be understood that the term "and/or" as used herein is merely one relationship describing the association of the associated objects, meaning that there may be three relationships, e.g., a and/or B, may represent: a exists alone, A and B exist together, and B exists alone. In addition, the character "/" herein generally indicates that the front and rear associated objects are an "or" relationship.
The words "if", as used herein, may be interpreted as "at … …" or "at … …" or "in response to a determination" or "in response to a detection", depending on the context. Similarly, the phrase "if determined" or "if detected (stated condition or event)" may be interpreted as "when determined" or "in response to determination" or "when detected (stated condition or event)" or "in response to detection (stated condition or event), depending on the context.
Alternative embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
Example 1
The present embodiment provides a data graph display method, which can be executed by a client (i.e., front end), such as a browser.
Fig. 1 is a flowchart of a data chart displaying method according to an embodiment of the invention, as shown in fig. 1, the method includes the following steps:
S101, determining a target data amount according to the data display requirement.
S102, acquiring key data from a server and displaying a graph aiming at the key data under the condition that the target data volume is larger than a preset threshold value.
And S103, acquiring other target data except the key data from the server, and executing rendering operation to generate a target data chart corresponding to the data display requirement.
And S104, when no chart interaction operation is detected on the page, displaying the target data chart.
The preset threshold is used for measuring the magnitude of data, and can be set according to practical situations, for example, the preset threshold is set to be one thousand pieces of data.
If the target data amount is greater than a preset threshold, it indicates that the target data amount is a large amount of data (also referred to as magnitude data), and if the target data amount is less than or equal to the preset threshold, it indicates that the target data amount is a small amount of data.
According to the embodiment, the data orders are respectively processed, aiming at the situation that the rendering data orders of the front-end chart are overlarge, key data in the front-end chart are firstly obtained for chart display, then other data are obtained and a target data chart is generated, when no interactive operation is performed between a user and the chart of the page, the target data chart is displayed, so that the situations that the response time of the server is overlong and the rendering time is overlong can be avoided, the idle waiting state of the front-end page is prevented, the painless loading of the order data is avoided, the displaying of a plurality of order data charts is quickened, the use experience of the user is improved, the interactive capability is enhanced, and the problems that the response time is overlong and the rendering time is overlong when the front-end displays a large amount of data charts in the prior art are solved.
In one embodiment, obtaining key data from a server and graphically displaying the key data includes: determining the key data; acquiring the key data from the server; performing a rendering operation on the critical data to generate a critical data chart; and displaying the key data chart.
The key data can be determined according to actual situations, for example, each parameter is provided with a priority, and one or more parameter data with higher priority are determined as the key data according to the data display requirement.
According to the embodiment, aiming at a large amount of data, key data in the data are preferentially acquired from the server and displayed at the front end, so that a user can be responded in time, the overlong waiting time of the user is avoided, and the viewing requirement of the user can be basically met.
In one embodiment, performing a rendering operation to generate a target data chart corresponding to the data display requirement includes: reading data related to the data display requirement from the cached data at idle time; performing a rendering operation on data related to the data display requirements to generate the target data graph; and caching the target data chart.
Idle time refers to the front end currently being in a no operation state or a minimized state. The front end caches the data requested from the server.
In the embodiment, the front end responds to the locally cached magnitude data at the idle time, renders the chart and caches the chart, so that the cached data chart is directly called for display when needed, and the user requirement is timely met.
In one embodiment, when no chart interaction is detected on the page, displaying the target data chart includes: and when no chart interaction operation is detected on the page, replacing the key data chart currently displayed on the page with the target data chart.
When a user clicks on a page and needs to view a chart, the user can be understood to have interaction with the chart.
When the user does not interact with the chart, the cached target data chart is used for replacing the currently displayed key data chart, so that the displayed chart is ensured to be latest and complete, and the user experience is not influenced.
The processing for a small amount of data is as follows:
After determining the target data amount according to the data display requirement, further comprising: sending a request to the server to acquire all target data under the condition that the target data amount is smaller than or equal to the preset threshold value; after receiving all the target data, performing rendering operation on all the target data to generate a data chart; and displaying the data chart.
In the embodiment, for a small amount of data, all data is directly acquired from the server and displayed at the front end, so that the waiting time of a user is not excessively long.
To facilitate rendering the chart, prior to performing the rendering operation, further comprising: and processing the data to be rendered into a format meeting the requirements. Specifically, a format meeting the requirements can be set according to the actual situation of the front-end page. The embodiment performs format processing before rendering, so that the data formats are uniform, rendering operation is convenient, and rendering speed is increased.
Example two
The present embodiment provides a specific implementation manner of the data chart display scheme based on the first embodiment. The same or corresponding terms as those of the above embodiments are explained, and the present embodiment will not be repeated.
The foregoing data diagram display scheme is described below in connection with a specific embodiment, however, it should be noted that this specific embodiment is for better illustration of the present application and is not meant to be a undue limitation on the present application.
As shown in fig. 2, an architecture diagram of the front end for data graph display includes: an authentication module 210, a data relay module 220, a data buffer module 230 and a data display module 240.
The authentication module 210 is configured to authenticate whether the target data corresponding to the data display requirement is magnitude data, and send different data requests to the server according to the authentication result.
The data relay module 220 is used for acquiring data and processing the data into a format meeting requirements.
For small amounts of data, the data relay module 220 sends a request directly to the server to retrieve all of the data. For a large amount of data, the data transfer module sends a request to the server to acquire key data, and then sends a request to the server to acquire other data except the key data.
The data buffer module 230 is used for buffering data and data graphs.
The data display module 240 is used for rendering the chart and replacing the existing chart to display the latest chart. The data display module 240 mainly has the function of rendering charts and secondarily has the function of replacing the front-end display effect.
When the page processing data display requirement, the data is divided into a large amount of data and a small amount of data. The data is first processed by the authentication module 210 to identify whether the data is too large.
When the data transfer module 220 processes a small amount of data, all target data are directly requested, and the data are directly delivered to the data display module 240 after waiting for the response data, so that the task is finished.
When the data relay module 220 processes the multi-data task, it preferentially sends the key data request, and waits for the server to respond to the key data and then gives the key data to the data display module 240.
The data transfer module 220 obtains the final target data, processes the data into a corresponding format, and then delivers the data to the data display module 240. The data display module 240 renders the chart at the idle time of the browser and then passes to the data caching module 230 for caching the chart. When the user does not interact with the chart, the data display module 240 replaces the currently displayed chart with the cached chart, thereby solving the problem of front-end page waiting caused by the magnitude data.
As shown in fig. 3, a flow chart is displayed for a data chart, comprising the steps of:
s301, requesting display data by a page.
The authentication module 210 performs data authentication in S302, if the data is processed with the magnitude data (i.e., the large amount of data), the process proceeds to S303, and if the data is processed with the small amount of data, the process proceeds to S308.
S303, the data relay module 220 obtains the key data.
S304, the data display module 240 performs a rendering operation on the key data and displays a corresponding chart.
S305, the data transfer module 220 acquires other data than the key data in the large amount of data, at which time all of the large amount of data has been acquired.
S306, the data buffer module 230 buffers a large amount of data and a data graph.
S307, the data display module 240 replaces the key data chart with the latest data chart.
S308, the data relay module 220 acquires all data.
S309, the data display module 240 performs a rendering operation for the entire data and displays a corresponding chart.
According to the embodiment, chart display of a small amount of data and a large amount of data can be realized, and aiming at the situation that the magnitude of rendering data of a front-end chart is overlarge, the idle waiting state of a front-end page can be avoided, the magnitude data is painless loaded, the use experience of a user is improved, and the interaction capability is enhanced.
Example III
Based on the same inventive concept, the present embodiment provides a data graph display apparatus, which can be used to implement the data graph display method described in the above embodiment. The data graph display device, which may be implemented in software and/or hardware, may generally be integrated in a client.
Fig. 4 is a block diagram of a data graph display apparatus according to a third embodiment of the present invention, and as shown in fig. 4, the data graph display apparatus includes:
A determining module 410, configured to determine a target data amount according to the data display requirement;
The first processing module 420 is configured to, when the target data amount is greater than a preset threshold, obtain key data from a server and graphically display the key data;
a second processing module 430, configured to obtain, from the server, target data other than the key data, and perform a rendering operation to generate a target data chart corresponding to the data display requirement;
And the display module 440 is used for displaying the target data chart when no chart interaction operation is detected on the page.
Optionally, the first processing module 420 includes:
A determining unit configured to determine the key data;
an acquisition unit configured to acquire the key data from the server;
A first rendering unit for performing a rendering operation on the key data to generate a key data chart;
and the display unit is used for displaying the key data chart.
Optionally, the second processing module 430 includes:
a reading unit, configured to read, at an idle time, data related to the data display requirement from the cached data;
A second rendering unit configured to perform a rendering operation on data related to the data display requirement to generate the target data chart;
and the caching unit is used for caching the target data chart.
Optionally, the display module 440 is specifically configured to: and when no chart interaction operation is detected on the page, replacing the key data chart currently displayed on the page with the target data chart.
Optionally, the data chart display device further includes:
the request module is used for sending a request to the server to acquire all target data under the condition that the target data volume is smaller than or equal to the preset threshold value after the target data volume is determined according to the data display requirement;
The rendering module is used for executing rendering operation on all the target data after receiving all the target data so as to generate a data chart;
And the chart display module is used for displaying the data chart.
Optionally, the data chart display device further includes:
and the format processing module is used for processing the data to be rendered into a format meeting the requirements before the rendering operation is executed.
The data chart display device can execute the data chart display method provided by the embodiment of the invention, and has the corresponding functional modules and beneficial effects of executing the data chart display method. Technical details which are not described in detail in the present embodiment can be referred to the data chart display method provided in the embodiment of the present invention.
Example IV
The present embodiment provides a client, including: the embodiment of the invention provides a data chart display device.
Example five
The present embodiment provides a computer device including: memory, a processor and a computer program stored on the memory and executable on the processor, which processor implements the steps of the method according to the embodiments of the invention when the computer program is executed.
Fig. 5 is a schematic hardware structure of a computer device according to a fifth embodiment of the present invention, as shown in fig. 5, where the computer device includes:
One or more processors 510 and a memory 520, one processor 510 being illustrated in fig. 5.
The computer device may further include: input means 530, output means 540.
The processor 510, memory 520, input device 530, and output device 540 may be connected by a bus or other means, for example in fig. 5.
The memory 520 is a non-volatile computer readable storage medium, and may be used to store non-volatile software programs, non-volatile computer executable programs, and modules, such as program instructions/modules corresponding to the data diagram display method in the embodiment of the present invention. The processor 510 executes various functional applications of the front end and data processing, that is, implements the data graph display method described above, by running nonvolatile software programs, instructions, and modules stored in the memory 520.
The memory 520 may include a storage program area that may store an operating device, an application program required for at least one function, and a storage data area; the storage data area may store data requested from the server, a data graph, and the like. In addition, memory 520 may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid-state storage device.
The input means 530 may receive input numeric or character information and generate key signal inputs related to user settings and function control of the computer device. The output 540 may include a display device such as a display screen.
The one or more modules are stored in the memory 520 that, when executed by the one or more processors 510, perform the data diagram display method of any of the method embodiments described above.
Example six
The present embodiment provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the method according to the embodiments of the present invention.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (10)
1. A data graph display method, characterized by comprising:
Determining a target data volume according to the data display requirement;
Under the condition that the target data volume is larger than a preset threshold value, firstly acquiring key data from a server and displaying a graph aiming at the key data;
Then, obtaining other target data except the key data from the server, and executing rendering operation to generate a target data chart corresponding to the data display requirement;
and when no chart interaction operation is detected on the page, displaying the target data chart.
2. The method of claim 1, wherein obtaining key data from a server and graphically displaying the key data comprises:
determining the key data;
acquiring the key data from the server;
Performing a rendering operation on the critical data to generate a critical data chart;
And displaying the key data chart.
3. The method of claim 1, wherein performing a rendering operation to generate a target data chart corresponding to the data display requirement comprises:
Reading data related to the data display requirement from the cached data at idle time;
performing a rendering operation on data related to the data display requirements to generate the target data graph;
And caching the target data chart.
4. The method of claim 1, wherein displaying the target data chart when no chart interaction is detected on the page comprises:
And when no chart interaction operation is detected on the page, replacing the key data chart currently displayed on the page with the target data chart.
5. The method of claim 1, further comprising, after determining the target data amount based on the data display requirements:
sending a request to the server to acquire all target data under the condition that the target data amount is smaller than or equal to the preset threshold value;
After receiving all the target data, performing rendering operation on all the target data to generate a data chart;
and displaying the data chart.
6. The method of any one of claims 1 to 5, further comprising, prior to performing the rendering operation: and processing the data to be rendered into a format meeting the requirements.
7. A data graph display apparatus, comprising:
the determining module is used for determining a target data volume according to the data display requirement;
the first processing module is used for acquiring key data from a server and displaying a graph aiming at the key data under the condition that the target data volume is larger than a preset threshold value;
The second processing module is used for acquiring other target data except the key data from the server and executing rendering operation to generate a target data chart corresponding to the data display requirement;
And the display module is used for displaying the target data chart when no chart interaction operation is detected on the page.
8. A client, comprising: the data chart display device of claim 7.
9. A computer device, comprising: memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the method according to any one of claims 1 to 6 when the computer program is executed by the processor.
10. A non-transitory computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method according to any one of claims 1 to 6.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202311804155.6A CN117994380A (en) | 2023-12-25 | 2023-12-25 | Data chart display method and device and client |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202311804155.6A CN117994380A (en) | 2023-12-25 | 2023-12-25 | Data chart display method and device and client |
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| CN117994380A true CN117994380A (en) | 2024-05-07 |
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