CN113673009A - Display method and device of large-scale simulation data - Google Patents
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Abstract
The disclosure discloses a method and a device for displaying large-scale simulation data, wherein the method comprises the following steps: firstly, acquiring simulation data generated by simulation in a preset time period, wherein the simulation data changes along with the change of simulation time; then, establishing N storage units in the memory, including: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time; and finally, respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units. Through two-dimensional vector data with wireless growth, convert multilayer bitmap data into, can visualize the detail of a plurality of emulation data simultaneously, and improved display efficiency. The technical problems of high memory consumption rate and low display efficiency caused by the fact that simulation data need to be redrawn in the user operation process are solved.
Description
Technical Field
The disclosure relates to the technical field of data processing, in particular to a method and a device for displaying large-scale simulation data.
Background
When system simulation is carried out, long-time simulation is needed in many scenes, or simulation data of a complex system is very large, for example, one parameter and a simulation result of a period of time have billions of data, the data needs to be redrawn through operations such as display, selection, dragging and zooming, and the like, and in the case of the large data volume, the redrawing operation takes long time and the display efficiency is low.
Disclosure of Invention
The main purpose of the present disclosure is to provide a method and an apparatus for displaying large-scale simulation data.
In order to achieve the above object, according to a first aspect of the present disclosure, there is provided a display method of large-scale simulation data, including: acquiring simulation data generated by simulation in a preset time period, wherein the simulation data changes along with the change of simulation time; establishing N storage units in a memory, comprising: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time; and respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units.
Optionally, the changing of the pixel of each storage unit with the change of the simulation time comprises: in the preset time period, dividing the preset time period into a plurality of time periods with the same time length according to a time sequence by taking the simulation starting time point as a reference time point; in the simulation process, each storage unit is increased once by preset times on the basis of the initial pixel every time the simulation time goes through one time interval.
Optionally, the method further comprises: in the simulation process, the maximum value of the simulation data in the current time interval is obtained; when the pixel of each storage unit changes along with the change of the simulation time, if the maximum value of the simulation data is increased to a preset value, each storage unit is increased once on the basis of the current pixel according to a preset multiple.
Optionally, the method further comprises: in response to receiving a request for amplifying and displaying the simulation data of any storage unit, calling the simulation data of the next storage unit in the sequence in equal proportion to the simulation data; or, in response to receiving a request for displaying the simulation data of any storage unit in a reduced size, the simulation data of the last storage unit in the series in equal proportion to the simulation data is called.
Optionally, the method further comprises: and responding to a received request for amplifying and displaying the data set of any storage unit, determining the storage unit adapted to the simulation data set, and calling the storage unit to realize the display of the simulation data set.
Optionally, the method further comprises: in response to receiving a request for operating the simulation data point of any storage unit, determining the coordinate corresponding to the point in each storage unit, and determining the simulation data corresponding to the coordinate of each storage unit.
According to a second aspect of the present disclosure, there is provided a display device of large-scale simulation data, comprising: an acquisition unit configured to acquire simulation data generated by simulation in a preset period, wherein the simulation data changes with the change of simulation time; the processing unit, set up N memory cell in the memory, including: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time; and the display unit is used for respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units.
Optionally, the changing of the pixel of each storage unit with the change of the simulation time comprises: in the preset time period, dividing the preset time period into a plurality of time periods with the same time length according to a time sequence by taking the simulation starting time point as a reference time point; in the simulation process, each storage unit is increased once by preset times on the basis of the initial pixel every time the simulation time goes through one time interval.
According to a third aspect of the present disclosure, there is provided a computer-readable storage medium storing computer instructions for causing a computer to execute the method for displaying large-scale simulation data according to any one of the implementations of the first aspect
According to a fourth aspect of the present disclosure, there is provided an electronic device comprising: at least one processor; and a memory communicatively coupled to the at least one processor; wherein the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor to cause the at least one processor to perform the method for displaying large scale simulation data according to any one of the implementations of the first aspect.
In the embodiment of the disclosure, firstly, simulation data generated due to simulation in a preset time period is obtained, wherein the simulation data changes along with the change of simulation time; then, establishing N storage units in the memory, including: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time; and finally, respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units. Through two-dimensional vector data with wireless growth, convert multilayer bitmap data into, can visualize the detail of a plurality of emulation data simultaneously, and improved display efficiency. The technical problems of high memory consumption rate and low display efficiency caused by the fact that simulation data need to be redrawn in the user operation process are solved.
Drawings
In order to more clearly illustrate the embodiments of the present disclosure or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present disclosure, and other drawings can be obtained by those skilled in the art without creative efforts.
FIG. 1 is a flow chart of a method of displaying large scale simulation data according to an embodiment of the present disclosure;
FIG. 2 is a block diagram of a display device for large scale simulation data according to an embodiment of the present disclosure;
fig. 3 is a schematic diagram of an electronic device according to an embodiment of the disclosure.
Detailed Description
In order to make the technical solutions of the present disclosure better understood by those skilled in the art, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below with reference to the drawings in the embodiments of the present disclosure, and it is obvious that the described embodiments are only some embodiments of the present disclosure, not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments disclosed herein without making any creative effort, shall fall within the protection scope of the present disclosure.
It should be noted that the terms "first," "second," and the like in the description and claims of the present disclosure and in the above-described drawings are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It should be understood that the data so used may be interchanged under appropriate circumstances such that embodiments of the present disclosure may be 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, in the present disclosure, the embodiments and features of the embodiments may be combined with each other without conflict. The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
According to an embodiment of the present disclosure, a method for displaying large-scale simulation data is provided, as shown in fig. 1, the method includes the following steps 101 to 103:
step 101: acquiring simulation data generated by simulation in a preset time period, wherein the simulation data changes along with the change of simulation time.
In this embodiment, the simulation data includes simulation time and simulation data values, and the simulation data values corresponding to the same simulation object may be different due to different simulation times in the simulation process.
Step 102: establishing N storage units in a memory, comprising: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixels of each memory unit vary with the variation of the simulation time.
In this embodiment, N storage units for storing bitmaps (bitmaps) may be set in the memory, and this embodiment converts two-dimensional vector data that grows indefinitely into bitmap data that stores multiple storage units. The embodiment can realize the display of the two-dimensional vector data by calling bitmap data in each storage unit.
Each memory unit is built with a different initial pixel and the pixels can be dynamically changed. The number of the established storage units may be set based on the size of the memory, for example, 10, and is not limited herein. When each storage unit is called, the simulation data in a preset time period can be displayed; and the initial pixel value of each storage unit forms an equal ratio sequence, and the initial pixels of the storage units are sequentially from small to large: a. the1，2A1，4A1，……2n-1A1For example, the initial pixels of the N memory units are, in order from small to large: 128, 256, … … B1 x 29
As an optional implementation manner of this embodiment, the changing of the pixel of each storage unit with the change of the simulation time includes: in the preset time period, dividing the preset time period into a plurality of time periods with the same time length according to a time sequence by taking the simulation starting time point as a reference time point; in the simulation process, each storage unit is increased once by preset times on the basis of the initial pixel every time the simulation time goes through one time interval.
In the bookIn an alternative implementation, the preset simulation period may be divided into a plurality of time segments with equal length, the start time of the simulation is used as the reference time point, and the plurality of time segments may also form an equal ratio (or equal ratio) sequence, for example, T, 2T, 4T … … 2m- 1And T. Therefore, when the simulation time length is doubled, the pixel of the storage unit is doubled, so that the time length and the pixel ratio of the storage unit are ensured to be unchanged.
As an optional implementation manner of this embodiment, the method further includes: in the simulation process, the maximum value of the simulation data in the current time interval is obtained; when the pixel of each storage unit changes along with the change of the simulation time, if the maximum value of the simulation data changes to a preset value, each storage unit is increased once on the basis of the current pixel according to a preset multiple.
In this optional implementation manner, in the simulation process, since the simulated data has a large variation, and the display manner based on the current storage unit may not satisfy the display of the simulated data, the pixels in the storage unit need to be further adjusted based on the above optional manner. The pixels of the memory unit can thus be adjusted based on the variation of the maximum value in the simulation data. Lg may be determined firstMaxY
When lg is used as referenceMaxYAnd when the current storage unit is doubled, the pixels of the current storage unit are also doubled.
The 10-layer bitmap in this embodiment may be a typical sparse two-dimensional matrix, so that the memory consumption may be optimized subsequently by using an algorithm related to the sparse matrix, and the data processing efficiency is improved.
For ease of understanding, the storage units may be understood in terms of a layer concept, and the respective storage units may be determined first without considering that the simulation data size varies excessively:
with the time axis as the X-axis, the first starting pixel of the B1 layer is, for example, 128 pixels. And (3) corresponding the time length T of the current simulation data, such as 5 minutes, to B1, wherein B1 is increased according to the following rule, and every time T is doubled, the value of B1 is doubled, so that the time length and the pixel ratio of the bitmap of the current layer are ensured to be unchanged.
For the B2 layer, the B2 original pixel is 2 times that of B1, also doubling with T.
Such a hierarchy may be ten levels B1, B2, B3 … … B10, all doubled with T, where B10-B1-29＝512*B1。
On the other hand, when the simulation data has an excessively large variation, the variation of the pixels can be realized from another dimension, and the Y axis is described as a Y axis, and since N layers are established based on the time axis, the Y axis also corresponds to the N-layer structure, where the initial pixel is M1, and the maximum value MaxY of the simulation data is set to Y ═ lgMaxYMapping y to M1/2
The Y axis is also divided into 10 layers, M1, M2, M3 … … M10, the pixel values are also the same as the X axis, each layer is 2 times the previous layer, and each time lg isMaxYAnd when doubling, doubling the current Y-axis pixel value, and ensuring the proportion of the Y axis.
Therefore, a 10-layer dynamically changing logical bitmap in the memory is established through the steps. For each simulation value s ═ x, y, where x is time and y is simulation data, the simulation value is plotted in the N-level bitmap, and each level can show different details of the simulation data because the scale of each level is different.
Step 103: and respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units.
In this embodiment, when the simulation data needs to be displayed in the form of a bitmap on the interface, each storage unit can be called at the same time to obtain N display images.
As an optional implementation manner of this embodiment, the method further includes: in response to receiving a request for amplifying and displaying the simulation data of any storage unit, calling the simulation data of the next storage unit in the sequence in equal proportion to the simulation data; or, in response to receiving a request for displaying the simulation data of any storage unit in a reduced size, the simulation data of the last storage unit in the series in equal proportion to the simulation data is called.
In the optional implementation manner, if the user selects the zoom-in operation, the bitmap of the next layer of the current layer is directly displayed on the desktop physical window, if the zoom-in operation is selected, the bitmap of the previous layer is displayed, and if the zoom-in operation is selected to be zoomed out to the topmost layer, the bitmap of the topmost layer is directly zoomed in and out in an equal proportion mode. The method avoids the process of data redrawing.
As an optional implementation manner of this embodiment, the method further includes: and responding to a received request for amplifying and displaying the data set of any storage unit, determining the storage unit adapted to the simulation data set, and calling the storage unit to realize the display of the simulation data set.
In this optional implementation, if the user selects a segment of data for enlarged display, the layer of graphics most suitable for display can be calculated according to the ratio of the selection box of the user to the current x-axis, and a part of bitmaps corresponding to the graphics can be displayed.
As an optional implementation manner of this embodiment, the method further includes: in response to receiving a request for operating the simulation data point of any storage unit, determining the coordinate corresponding to the point in each storage unit, and determining the simulation data corresponding to the coordinate of each storage unit.
In this optional implementation, if the user wants to select a point for operation, the corresponding coordinates of the user in each virtual layer are easily calculated according to the pixel coordinates selected by the user in the current window, and the simulation data corresponding to the corresponding coordinates selected by each layer are collected and used as the data selected by the user.
Through the optional implementation mode, no matter the simulation data is selected, zoomed and the like, the bitmap does not carry out redrawing operation, and the display efficiency is greatly improved.
In the embodiment, two-dimensional vector data which is wirelessly increased is converted into multilayer bitmap data, so that the problems that in the operation process (selection, reduction, amplification, frame selection and the like), the display efficiency is low and the display is incomplete under a huge data scale due to the fact that simulation data needs to be redrawn are solved, the internal consumption is avoided, and the system processing performance is improved.
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 different than presented herein.
According to an embodiment of the present disclosure, there is also provided an apparatus for implementing the display method of large-scale simulation data, as shown in fig. 2, the apparatus including: an obtaining unit 201 configured to obtain simulation data generated by simulation in a preset period, wherein the simulation data changes with the change of simulation time; the processing unit 202, which establishes N storage units in the memory, includes: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time; and the display unit 203 stores the simulation data into the N storage units in a bitmap form, so as to display the simulation data in the N storage units.
As an optional implementation manner of this embodiment, the changing of the pixel of each storage unit with the change of the simulation time includes: in the preset time period, dividing the preset time period into a plurality of time periods with the same time length according to a time sequence by taking the simulation starting time point as a reference time point; in the simulation process, each storage unit is increased once by preset times on the basis of the initial pixel every time the simulation time goes through one time interval.
In the embodiment, two-dimensional vector data which is wirelessly increased is converted into multilayer bitmap data, so that the problems that in the operation process (selection, reduction, amplification, frame selection and the like), the display efficiency is low and the display is incomplete under a huge data scale due to the fact that simulation data needs to be redrawn are solved, the internal consumption is avoided, and the system processing performance is improved.
The embodiment of the present disclosure provides an electronic device, as shown in fig. 3, the electronic device includes one or more processors 31 and a memory 32, where one processor 31 is taken as an example in fig. 3.
The controller may further include: an input device 33 and an output device 34.
The processor 31, the memory 32, the input device 33 and the output device 34 may be connected by a bus or other means, and fig. 3 illustrates the connection by a bus as an example.
The processor 31 may be a Central Processing Unit (CPU). The processor 31 may also be other general purpose processors, Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or combinations thereof. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory 32, which is a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory computer executable programs, and modules, such as program instructions/modules corresponding to the control methods in the embodiments of the present disclosure. The processor 31 executes various functional applications of the server and data processing, namely, a display method of large-scale simulation data, which implements the above-described method embodiments, by running non-transitory software programs, instructions, and modules stored in the memory 32.
The memory 32 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to use of a processing device operated by the server, and the like. Further, the memory 32 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory 32 may optionally include memory located remotely from the processor 31, which may be connected to a network connection device via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input device 33 may receive input numeric or character information and generate key signal inputs related to user settings and function control of the processing device of the server. The output device 34 may include a display device such as a display screen.
One or more modules are stored in the memory 32, which when executed by the one or more processors 31 perform the method as shown in fig. 1.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program to instruct related hardware, and the program can be stored in a computer readable storage medium, and when executed, the program can include the processes of the embodiments of the motor control methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-only memory (ROM), a Random Access Memory (RAM), a flash memory (FlashMemory), a hard disk (hard disk drive, abbreviated as HDD) or a Solid State Drive (SSD), etc.; the storage medium may also comprise a combination of memories of the kind described above.
Although the embodiments of the present disclosure have been described in conjunction with the accompanying drawings, those skilled in the art may make various modifications and variations without departing from the spirit and scope of the present disclosure, and such modifications and variations fall within the scope defined by the appended claims.
Claims (10)
1. A method for displaying large-scale simulation data is characterized by comprising the following steps:
acquiring simulation data generated by simulation in a preset time period, wherein the simulation data changes along with the change of simulation time;
establishing N storage units in a memory, comprising: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time;
and respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units.
2. The method of displaying large scale simulation data according to claim 1, wherein the changing of the pixels of each memory unit with the change of the simulation time comprises:
in the preset time period, dividing the preset time period into a plurality of time periods with the same time length according to a time sequence by taking the simulation starting time point as a reference time point;
in the simulation process, each storage unit is increased once by preset times on the basis of the initial pixel every time the simulation time goes through one time interval.
3. The method for displaying large scale simulation data according to claim 2, further comprising:
in the simulation process, the maximum value of the simulation data in the current time interval is obtained;
when the pixel of each storage unit changes along with the change of the simulation time, if the maximum value of the simulation data is increased to a preset value, each storage unit is increased once on the basis of the current pixel according to a preset multiple.
4. The method for displaying large scale simulation data according to claim 1, further comprising:
in response to receiving a request for amplifying and displaying the simulation data of any storage unit, calling the simulation data of the next storage unit in the sequence in equal proportion to the simulation data; alternatively, the first and second electrodes may be,
in response to receiving a request for displaying simulation data of any memory unit in a reduced size, simulation data of a memory unit immediately before the memory unit in an equal ratio sequence is called.
5. The method for displaying large scale simulation data according to claim 1, further comprising:
and responding to a received request for amplifying and displaying the data set of any storage unit, determining the storage unit adapted to the simulation data set, and calling the storage unit to realize the display of the simulation data set.
6. The method for displaying large scale simulation data according to claim 1, further comprising: in response to receiving a request for operating the simulation data point of any storage unit, determining the coordinate corresponding to the point in each storage unit, and determining the simulation data corresponding to the coordinate of each storage unit.
7. A display device for large-scale simulation data, comprising:
an acquisition unit configured to acquire simulation data generated by simulation in a preset period, wherein the simulation data changes with the change of simulation time;
the processing unit, set up N memory cell in the memory, including: the values of the initial pixels of the N storage units form an equal ratio sequence; and the pixel of each storage unit changes along with the change of the simulation time;
and the display unit is used for respectively storing the simulation data into the N storage units in a bitmap mode so as to display the simulation data in the N storage units.
8. The apparatus for displaying large scale simulation data according to claim 7, wherein the variation of the pixels of each memory unit with the variation of the simulation time comprises:
in the preset time period, dividing the preset time period into a plurality of time periods with the same time length according to a time sequence by taking the simulation starting time point as a reference time point;
in the simulation process, each storage unit is increased once by preset times on the basis of the initial pixel every time the simulation time goes through one time interval.
9. A computer-readable storage medium storing computer instructions for causing a computer to execute the method for displaying large-scale simulation data according to any one of claims 1 to 6.
10. An electronic device, comprising: at least one processor; and a memory communicatively coupled to the at least one processor; wherein the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor to cause the at least one processor to perform the method of displaying large scale simulation data according to any one of claims 1 to 6.
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