CN113673009B - Large-scale simulation data display method and device - Google Patents
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Abstract
The invention 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 period, wherein the simulation data changes along with the change of simulation time; then, establishing N storage units in the memory, wherein the N storage units comprise: the values of the initial pixels of the N storage units form an equal-ratio sequence; and the pixels of each storage unit change along with the change of the simulation time; and finally, respectively storing the simulation data into N storage units in a bitmap form so as to realize the display of the simulation data in the N storage units. By converting the wireless-growth two-dimensional vector data into multi-layer bitmap data, the details of a plurality of simulation data can be visualized at the same time, and the display efficiency is improved. 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 operation process of a user are avoided.
Description
Technical Field
The disclosure relates to the technical field of data processing, and in particular relates to a method and a device for displaying large-scale simulation data.
Background
When the system simulation is performed, long-time simulation is required in many scenes, or simulation data of a complex system is large, for example, a parameter and a simulation result of a period of time have billions of data, operations such as displaying, selecting, dragging, scaling and the like of the data need to be performed, and under the condition of large data quantity, the redrawing operation is long in time consumption and low in display efficiency.
Disclosure of Invention
The main purpose of the present disclosure is to provide a method and 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 within a preset period, wherein the simulation data changes along with the change of simulation time; establishing N storage units in a memory, including: the values of the initial pixels of the N storage units form an equal-ratio sequence; and the pixels of each storage unit change along with the change of the simulation time; and respectively storing the simulation data into the N storage units in a bitmap form so as to realize the display of the simulation data in the N storage units.
Optionally, the pixel change of each storage unit with the change of the simulation time includes: in the preset time period, taking a simulation starting time point as a reference time point, and dividing the preset time period into a plurality of time division periods with the same duration according to a time sequence; in the simulation process, each storage unit is increased once according to a preset multiple on the basis of the initial pixel every time the simulation time is over a time period.
Optionally, the method further comprises: in the simulation process, obtaining the maximum value of simulation data in the current time division period; 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 according to a preset multiple on the basis of the current pixel.
Optionally, the method further comprises: in response to receiving a request for amplifying and displaying simulation data of any storage unit, invoking simulation data of a next storage unit in an equal ratio sequence with the simulation data; or, in response to receiving a request for performing reduced display of the simulation data of any storage unit, invoking the simulation data of the previous storage unit in an equal-ratio sequence.
Optionally, the method further comprises: and in response to receiving a request for amplifying and displaying the data set of any storage unit, determining the storage unit matched with 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 to operate on a simulated data point for any one of the storage units, a coordinate corresponding to the point is determined in each storage unit, and simulated data corresponding to the coordinate for each storage unit is determined.
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 within a preset period, wherein the simulation data changes with a change in simulation time; the processing unit establishes N storage units in the memory, and comprises: the values of the initial pixels of the N storage units form an equal-ratio sequence; and the pixels of each storage unit change 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 form so as to realize the display of the simulation data in the N storage units.
Optionally, the pixel change of each storage unit with the change of the simulation time includes: in the preset time period, taking a simulation starting time point as a reference time point, and dividing the preset time period into a plurality of time division periods with the same duration according to a time sequence; in the simulation process, each storage unit is increased once according to a preset multiple on the basis of the initial pixel every time the simulation time is over a time period.
According to a third aspect of the present disclosure, there is provided a computer-readable storage medium storing computer instructions for causing the computer to execute the method for displaying large-scale simulation data according to any one of the implementation manners 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 implementation of the first aspect.
In the embodiment of the disclosure, firstly, simulation data generated by simulation in a preset period of time is acquired, wherein the simulation data changes along with the change of simulation time; then, establishing N storage units in the memory, wherein the N storage units comprise: the values of the initial pixels of the N storage units form an equal-ratio sequence; and the pixels of each storage unit change along with the change of the simulation time; and finally, respectively storing the simulation data into N storage units in a bitmap form so as to realize the display of the simulation data in the N storage units. By converting the wireless-growth two-dimensional vector data into multi-layer bitmap data, the details of a plurality of simulation data can be visualized at the same time, and the display efficiency is improved. 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 operation process of a user are avoided.
Drawings
In order to more clearly illustrate the embodiments of the present disclosure or the prior art, the drawings that are required in the detailed description or the prior art will be briefly described, it will be apparent that the drawings in the following description are some embodiments of the present disclosure, and other drawings may be obtained according to the drawings without inventive effort for a person of ordinary skill in the art.
FIG. 1 is a flow chart of a method of displaying large-scale simulation data in accordance with an embodiment of the present disclosure;
FIG. 2 is a block diagram of a display device for large-scale simulation data in accordance with an embodiment of the present disclosure;
fig. 3 is a schematic diagram of an electronic device according to an embodiment of the present disclosure.
Detailed Description
In order that those skilled in the art will better understand the present disclosure, a technical solution in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present disclosure, not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art without inventive effort, based on the embodiments in this disclosure, shall fall within the 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 foregoing figures 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 in order to describe the embodiments of the disclosure 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, without conflict, the embodiments of the present disclosure and features of the embodiments may be combined with each other. 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, there is provided a method for displaying large-scale simulation data, as shown in fig. 1, including the following steps 101 to 103:
step 101: and acquiring simulation data generated by simulation within a preset 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 in the simulation process, the simulation data values corresponding to the same simulation object may be different due to different simulation times.
Step 102: establishing N storage units in a memory, including: 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 of a storage bitmap (bitmap) may be set up in the memory, and this embodiment converts infinitely-growing two-dimensional vector data into a plurality of bitmap data storing a plurality of storage units. The embodiment can realize the display of the two-dimensional vector data by calling the bitmap data in each storage unit.
Each memory unit established has a different initial pixel, and the pixels can be dynamically changed. The number of memory units established 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 period can be displayed; the initial pixel value of each storage unit is in an equal ratio sequence, and the initial pixels of the storage units are sequentially from small to large: a is that 1 ，2A 1 ，4A 1 ，……2 n-1 A 1 For example, the initial pixels of the N storage units are, in order from small to large: 128 256, … … B1 x 2 9
As an alternative implementation manner of this embodiment, the pixel variation of each storage unit with the variation of the simulation time includes: in the preset time period, taking a simulation starting time point as a reference time point, and dividing the preset time period into a plurality of time division periods with the same duration according to a time sequence; in the simulation process, each storage unit is increased once according to a preset multiple on the basis of the initial pixel every time the simulation time is over a time period.
In this alternative implementation, the preset simulation period may be divided into a plurality of equal-length sub-periods, and the multiple periods may also form an equal-ratio (or equal-ratio) sequence, for example, T, 2T, 4T … … 2, with the start time of the simulation as a reference time point m- 1 T. Therefore, when the simulation time length is doubled, the pixels of the storage unit are doubled, so that the time length and the pixel ratio of the storage unit are unchanged.
As an optional implementation manner of this embodiment, the method further includes: in the simulation process, obtaining the maximum value of simulation data in the current time division period; 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 according to a preset multiple on the basis of the current pixel.
In this optional implementation manner, in the simulation process, since the simulated data has a large change, the display manner based on the current storage unit may not be able to meet the display of the simulated data, and then the pixels in the storage unit need to be further adjusted based on the optional manner. The pixels of the unit of storage can be adjusted based on the variation of the maximum value in the simulation data. The lg may be determined first MaxY
And is referred to herein as lg MaxY When doubling, the pixels of the current storage unit are doubled.
The above 10-layer bitmap of the embodiment may be a typical sparse two-dimensional matrix, so that the memory consumption may be optimized by using a sparse matrix correlation algorithm subsequently, and the data processing efficiency may be improved.
For ease of understanding, the units of storage can be understood in terms of layers, and individual units of storage can first be determined without regard to excessive variations in the size of the simulation data:
with the time axis as the X axis, the B1 layer is initially started with a pixel, such as 128 pixels. And (3) the duration T of the current simulation data, such as 5 minutes, is corresponding to B1, wherein B1 is increased according to the following rule, and the value of B1 is doubled every time T is doubled, so that the duration and the pixel ratio of the bitmap of the current layer are unchanged.
For the B2 layer, the B2 initial pixel is 2 times B1, also doubling as T doubles.
Such a hierarchy may be ten layers B1, B2, B3 … … B10, all doubling with T, where b10=b1×2 9 ＝512*B1。
When the simulation data is changed too much, the pixel change can be realized from another dimension, and the Y-axis is used for describing, because the N layers are established based on the time axis, the Y-axis also corresponds to the N-layer structure, the initial pixel is M1, the maximum value MaxY of the simulation data is given by y=lg MaxY Mapping y to M1/2
The Y axis is also divided into 10 layers, M1, M2, M3 … … M10, the pixel value is the same as that of the X axis, each layer is 2 times that of the previous layer, each time lg MaxY When doubling, the current Y-axis pixel value is doubled, and the proportion of the Y axis is ensured.
Thus, a 10-layer dynamically changing logical bitmap in memory is created by the steps described above. For each simulation value s= (x, y), where x is time and y is simulated data, the simulation value is drawn in the above N layers bitmap, and since the scale of each layer is different, each layer can show different details of the simulated data.
Step 103: and respectively storing the simulation data into the N storage units in a bitmap form so as to realize the display of the simulation data in the N storage units.
In this embodiment, when simulation data is required to be displayed in the interface in the bitmap form, each storage unit may be called simultaneously, so as to obtain N display diagrams.
As an optional implementation manner of this embodiment, the method further includes: in response to receiving a request for amplifying and displaying simulation data of any storage unit, invoking simulation data of a next storage unit in an equal ratio sequence with the simulation data; or, in response to receiving a request for performing reduced display of the simulation data of any storage unit, invoking the simulation data of the previous storage unit in an equal-ratio sequence.
In this 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 user selects zoom-out operation, the bitmap of the previous layer is displayed, and if the user has zoomed out to the uppermost layer, the user directly performs equal-scale zoom on the bitmap of the uppermost layer. In this way, the process of redrawing data is avoided.
As an optional implementation manner of this embodiment, the method further includes: and in response to receiving a request for amplifying and displaying the data set of any storage unit, determining the storage unit matched with the simulation data set, and calling the storage unit to realize the display of the simulation data set.
In this optional implementation manner, if the user selects a piece of data with a frame to display in an enlarged manner, we can calculate a layer of graphics most suitable for display according to the selection frame of the user and the proportion of the current x-axis, and display a part of bitmap corresponding to the graphics.
As an optional implementation manner of this embodiment, the method further includes: in response to receiving a request to operate on a simulated data point for any one of the storage units, a coordinate corresponding to the point is determined in each storage unit, and simulated data corresponding to the coordinate for each storage unit is determined.
In this optional implementation manner, if a user wants to select a point for operation, the coordinates corresponding to 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 manner, no matter the operations such as selection, scaling and the like are performed on the simulation data, the bitmap does not perform redrawing operation, and the display efficiency is greatly improved.
According to the embodiment, the two-dimensional vector data which are wirelessly increased are converted into multi-layer bitmap data, so that the problems of low display efficiency and incomplete display under a huge data scale caused by the fact that simulation data need to be redrawn in the operation process (selection, shrinkage, amplification, frame selection and the like) are avoided, the internal consumption is avoided, and the processing performance of the system 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 other than that illustrated herein.
According to an embodiment of the present disclosure, there is also provided an apparatus for implementing the method for displaying large-scale simulation data as shown in fig. 2, where the apparatus includes: an acquisition unit 201 configured to acquire simulation data generated by simulation within a preset period, wherein the simulation data changes with a change in simulation time; the processing unit 202 establishes 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 pixels of each storage unit change along with the change of the simulation time; and a display unit 203, configured to store the simulation data in the N storage units in a bitmap form, so as to display the simulation data in the N storage units.
As an alternative implementation manner of this embodiment, the pixel variation of each storage unit with the variation of the simulation time includes: in the preset time period, taking a simulation starting time point as a reference time point, and dividing the preset time period into a plurality of time division periods with the same duration according to a time sequence; in the simulation process, each storage unit is increased once according to a preset multiple on the basis of the initial pixel every time the simulation time is over a time period.
According to the embodiment, the two-dimensional vector data which are wirelessly increased are converted into multi-layer bitmap data, so that the problems of low display efficiency and incomplete display under a huge data scale caused by the fact that simulation data need to be redrawn in the operation process (selection, shrinkage, amplification, frame selection and the like) are avoided, the internal consumption is avoided, and the processing performance of the system is improved.
The disclosed embodiments provide an electronic device, as shown in fig. 3, which includes one or more processors 31 and a memory 32, one processor 31 being exemplified 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 otherwise, in fig. 3 by way of example.
The processor 31 may be a central processing unit (CentralProcessingUnit, CPU). The processor 31 may also be other general purpose processors, digital signal processors (DigitalSignalProcessor, DSP), application specific integrated circuits (ApplicationSpecificIntegratedCircuit, ASIC), field programmable gate arrays (Field-ProgrammableGateArray, FPGA) or other programmable logic devices, discrete gate or transistor logic, discrete hardware components, or a combination of the above. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory 32 serves as a non-transitory computer readable storage medium that 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 embodiments of the present disclosure. The processor 31 executes various functional applications of the server and data processing, that is, a display method of large-scale simulation data implementing the above-described method embodiment, by running non-transitory software programs, instructions, and modules stored in the memory 32.
The memory 32 may include a storage program area that may store an operating system, at least one application program required for functions, and a storage data area; the storage data area may store data created according to the use of a processing device operated by the server, or the like. In addition, 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, memory 32 may optionally include memory located remotely from 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 means 33 may receive input numeric or character information and generate key signal inputs related to user settings and function control of the processing means 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 that, when executed by the one or more processors 31, perform the method shown in fig. 1.
It will be appreciated by those skilled in the art that the whole or part of the flow of the method of the above embodiment may be implemented by a computer program for instructing relevant hardware, and the program may be stored in a computer readable storage medium, and the program may include the flow of the embodiment of the method of controlling a motor as described above when executed. The storage medium may be a magnetic disk, an optical disc, a Read-only memory (ROM), a random access memory (RandomAccessMemory, RAM), a flash memory (flash memory), a hard disk (HDD), or a Solid State Drive (SSD); the storage medium may also comprise a combination of memories of the kind described above.
Although embodiments of the present disclosure have been described with reference to the accompanying drawings, various modifications and variations may be made by those skilled in the art without departing from the spirit and scope of the disclosure, and such modifications and variations fall within the scope as defined by the appended claims.
Claims (7)
1. A method for displaying large-scale simulation data, comprising:
acquiring simulation data generated by simulation within a preset period, wherein the simulation data changes along with the change of simulation time; wherein the pixel of each memory unit changes with the change of the simulation time includes: in the preset time period, taking a simulation starting time point as a reference time point, and dividing the preset time period into a plurality of time division periods with the same duration according to a time sequence; in the simulation process, each storage unit is increased once according to a preset multiple on the basis of the initial pixel every time the simulation time is over a time period;
establishing N storage units in a memory, including: the values of the initial pixels of the N storage units form an equal-ratio sequence; and the pixels of each storage unit change along with the change of the simulation time;
respectively storing the simulation data into the N storage units in a bitmap form so as to realize the display of the simulation data in the N storage units respectively;
the method further comprises the steps of: in the simulation process, obtaining the maximum value of simulation data in the current time division period; 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 according to a preset multiple on the basis of the current pixel.
2. The method for displaying large-scale simulation data according to claim 1, further comprising:
in response to receiving a request for amplifying and displaying simulation data of any storage unit, invoking simulation data of a next storage unit in an equal ratio sequence with the simulation data; or,
in response to receiving a request for performing reduced display of simulation data of any one storage unit, the simulation data of the last storage unit in an equal-ratio sequence is called.
3. The method for displaying large-scale simulation data according to claim 1, further comprising:
and in response to receiving a request for amplifying and displaying the data set of any storage unit, determining the storage unit matched with the simulation data set, and calling the storage unit to realize the display of the simulation data set.
4. The method for displaying large-scale simulation data according to claim 1, further comprising: in response to receiving a request to operate on a simulated data point for any one of the storage units, a coordinate corresponding to the point is determined in each storage unit, and simulated data corresponding to the coordinate for each storage unit is determined.
5. A display device for large-scale simulation data, comprising:
an acquisition unit configured to acquire simulation data generated by simulation within a preset period, wherein the simulation data changes with a change in simulation time; wherein the pixel of each memory unit changes with the change of the simulation time includes: in the preset time period, taking a simulation starting time point as a reference time point, and dividing the preset time period into a plurality of time division periods with the same duration according to a time sequence; in the simulation process, each storage unit is increased once according to a preset multiple on the basis of the initial pixel every time the simulation time is over a time period;
the processing unit establishes N storage units in the memory, and comprises: the values of the initial pixels of the N storage units form an equal-ratio sequence; and the pixels of each storage unit change along with the change of the simulation time;
the display unit is used for respectively storing the simulation data into the N storage units in a bitmap form so as to realize the display of the simulation data in the N storage units;
the device also acquires the maximum value of simulation data in the current time interval in the simulation process; 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 according to a preset multiple on the basis of the current pixel.
6. A computer-readable storage medium storing computer instructions for causing the computer to execute the method of displaying large-scale simulation data according to any one of claims 1 to 3.
7. 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 of any one of claims 1-4.
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