CN114138893B - Chart display method and chart label display system - Google Patents

Chart display method and chart label display system Download PDF

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CN114138893B
CN114138893B CN202210110441.1A CN202210110441A CN114138893B CN 114138893 B CN114138893 B CN 114138893B CN 202210110441 A CN202210110441 A CN 202210110441A CN 114138893 B CN114138893 B CN 114138893B
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CN114138893A (en
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刘灵芝
贺祖辉
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Hangzhou Guangli Microelectronics Co ltd
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    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/26Visual data mining; Browsing structured data
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
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Abstract

The invention provides a chart display method and a chart label display system, wherein the chart display method comprises the following steps: step S1: obtaining a data point of a label to be displayed in the chart and recording the data point as a target data point; acquiring coordinates of a target data point, and calculating to acquire coordinates of a central point of the target data point; step S2: determining the label position of the target data point in a spiral outward expansion mode according to the relative position relationship between the target data point and the central point of the target data point, judging whether the label position is overlapped with the target data point or the area occupied by the existing label, and if the label position is not overlapped, determining that the label position is unchanged; if there is overlap, the label position is adjusted. The invention designs the placement position of the label by taking the central point of the target data point as a reference and adopting a spiral outward expansion mode, thereby realizing the overlap removal.

Description

Chart display method and chart label display system
Technical Field
The invention relates to the technical field of information, in particular to a chart display method and a multi-label display system in a chart.
Background
When analyzing data, Electronic Design Automation (EDA) software is usually used to draw a scatter diagram to see whether there is a correlation between two sets of data or a distribution pattern of points. In order to describe more intuitively the specific information of a certain point in the graph, it is necessary to show its corresponding label (label) around the point, and the label can be defined as a picture or a word by the user.
Generally, the label information display is carried out according to the coordinate positions of the points. However, when there are many labels to be displayed, the labels are often overlapped, which results in the folding of the labels and thus the display effect is affected.
Therefore, a method for reasonably designing the label position of the selected data point is needed, so that technical personnel can conveniently analyze data, and the user experience of software is improved.
In view of the above, it is necessary to provide a chart display method and a display system for multiple labels in a chart to solve the above problems.
Disclosure of Invention
The invention aims to provide a chart display method and a chart label display system, which can avoid the overlapping of label positions to the maximum extent.
In order to achieve the above object, the present invention provides a diagram displaying method, which specifically comprises the following steps:
step S1: obtaining a data point of a label to be displayed in the chart and recording the data point as a target data point; acquiring coordinates of the target data points, and calculating to acquire coordinates of center points of the target data points according to the coordinates of part or all of the target data points;
step S2: determining the label position of the target data point in a spiral outward expansion mode according to the relative position relationship between the target data point and the central point of the target data point, judging whether the label position is overlapped with the target data point or the area occupied by the existing label, and if the label position is not overlapped, determining that the label position is unchanged; and if the label is overlapped, adjusting the position of the label.
As a further improvement of the present invention, in step S2, determining the label position of the target data point in a spiral outward expansion manner according to the relative position relationship between the target data point and the central point specifically includes:
determining a deviation direction according to the relative position relationship between the target data point and the central point of the target data point, and deviating the target data point along the deviation direction by a preset distance to obtain M points which are used as the positions of the labels for placing the target data points.
As a further improvement of the present invention, let the coordinates of the target data point be (x, y), and the coordinates of the M point be (Mx, My); presetting offset as L;
according to the relative position relationship between the target data point and the central point of the target data point, the mode of offsetting the target data point to obtain the M point is as follows:
when the X coordinate of the target data point is less than or equal to the X coordinate of the center point of the target data point: mx ═ x-L;
when the X coordinate of the target data point > the X coordinate of the center point of the target data point: mx ═ x + L;
when the Y coordinate of the target data point is less than or equal to the Y coordinate of the center point of the target data point: y-L;
when the Y coordinate of the target data point > the Y coordinate of the center point of the target data point: my + y + L.
Further optionally, the M point is obtained by shifting a specific L on a ray pointing from a center point of the target data point to the target data point.
As a further improvement of the present invention, the step S2 further includes: the target data points are sorted by distance from the center point of the target data point and their label positions are preferably calculated from the target data points that are near the center point of the target data point.
As a further improvement of the invention, the label position is a center point of the label.
As a further improvement of the present invention, the label position of the target data point is set on a circumference which takes the M point of the target data point as the center of a circle and R as the radius;
in step S2, the manner of adjusting the position of the tag includes: and increasing the value of the radius R, or/and moving and adjusting the label position of the target data point on a circumference which takes the M point of the target data point as the center of a circle and takes the R as the radius.
As a further improvement of the present invention, the step S2 further includes: and displaying the label of the target data point at the label position of the target data point, and automatically generating a connecting line between the target data point and the label according to the distance between the target data point and the label when displaying.
As a further improvement of the present invention, the step S2 specifically includes the following sub-steps:
setting N target data points Pi, i belongs to [1, N ]; setting an angle variable A;
presetting an angle step length a, and initializing i = 1;
step S21: acquiring position information of the target data point Pi, presetting a radius step length R of the target data point Pi, and enabling R = R and A =0 degrees;
obtaining an M point after offsetting the target data point Pi according to the relative position relationship between the target data point Pi and the central point of the target data point; taking the M point as a label position for placing the target data point Pi, and judging whether the label position of the target data point Pi is overlapped with a target data point or an area occupied by an existing label:
if there is no overlap, determining the label position of the target data point Pi at the coordinate, and executing to step S25;
if there is an overlap, go to step S22;
step S22: taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the label position for placing the target data point Pi;
wherein the target ray is: a ray extending towards a preset direction by taking the M point as an endpoint;
step S23: judging whether the label of the target data point Pi is overlapped with the target data point or the area occupied by the existing label:
if there is no overlap, determining the label position of the target data point Pi at the coordinate, and executing to step S25;
if there is an overlap, go to step S24;
step S24: judging whether A is more than or equal to 360 degrees:
if not, updating the target ray: rotating the target ray by an angle a counterclockwise around the M point, and letting A = A + a; then taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the label position for placing the target data point Pi; execution proceeds to step S23;
if yes, recording the position of the tag where the target data point Pi is currently placed as an S point; let R = R + R, update the target ray: taking a ray extending towards a preset direction by taking the M point as an end point as a target ray, and enabling A =0 °; then, taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the position of a label for placing the target data point Pi; and judging whether the label exceeds the chart boundary:
if not, go to step S23;
if the data point Pi exceeds the preset range, selecting the point S as the position of a label for placing the target data point Pi; and to step S25;
step S25: judging whether i = N:
if not, let i = i +1, and go to step S21;
and if so, completing the label position determination of the N target data points.
As a further improvement of the present invention, in step S21, the value of the radius step r is preset according to the distance between the target data point Pi and the graph boundary:
acquiring an X-direction distance and a Y-direction distance between the target data point Pi and a graph boundary, and taking a maximum value in the X-direction distance as Lx and a maximum value in the Y-direction distance as Ly; the calculation formula of the radius step length r is as follows:
Figure DEST_PATH_IMAGE001
wherein K is a preset constant.
In order to further achieve the above object, the present invention further discloses a chart label display system, which includes a storage device, where a plurality of instructions are stored in the storage device, and the instructions are adapted to be loaded by a processor and execute the label chart display method.
The invention has the beneficial effects that: according to the invention, the placing positions of the labels are designed in a spiral outward expansion mode by taking the central point of the target data as a reference, so that the overlap is removed, on one hand, the labels can be prevented from overlapping to the maximum degree, on the other hand, the labels can be uniformly and non-overlapping distributed around the points, the display space in the diagram is utilized to the maximum degree, and the user experience is improved.
Drawings
FIG. 1 is a flow chart of a method for chart presentation of the present invention.
FIG. 2 is a schematic diagram of a label of the present invention undergoing a de-overlap process.
FIG. 3 is a schematic diagram of a label of the present invention undergoing a de-overlap process.
FIG. 4 is a schematic diagram of a label of the present invention undergoing a de-overlap process.
FIG. 5 is a schematic diagram of a label of the present invention undergoing a de-overlap process.
FIG. 6 is a schematic diagram of a label of the present invention undergoing a de-overlap process.
FIG. 7 is a schematic diagram of a label of the present invention undergoing a de-overlap process.
Fig. 8 is a schematic illustration of a multi-label without de-overlapping processing.
Fig. 9 is a schematic diagram of tag location calculation.
Detailed Description
The invention is described in further detail below with reference to the following detailed description and accompanying drawings:
while a chart display method of the present invention performs label de-overlapping processing when displaying selected multiple data points, the following embodiments may enable those skilled in the art to more fully understand the present invention, but do not limit the present invention in any way.
Referring to fig. 1 in conjunction with fig. 9, a chart display method according to the present invention includes the following steps:
step S1: obtaining a data point of a label to be displayed in the chart and recording the data point as a target data point; acquiring coordinates of a target data point, and calculating to acquire coordinates of a central point of the target data point according to the coordinates of part or all of the target data points;
step S2: determining the label position of the target data point in a spiral outward expansion mode according to the relative position relationship between the target data point and the central point of the target data point, judging whether the label position is overlapped with the target data point or the area occupied by the existing label, and if the label position is not overlapped, determining that the label position is unchanged; if there is overlap, the label position is adjusted.
The area occupied by the label is different due to the fact that the label information amount is different, the coordinate range of the area occupied by the label can be determined according to the information amount to be displayed of the label, and whether the label is overlapped or not can be judged.
Further, in step S2, determining the label position of the target data point in a spiral outward expansion manner according to the relative position relationship between the target data point and the central point specifically includes:
and determining a deviation direction according to the relative position relationship between the target data point and the central point of the target data point, and deviating the target data point along the deviation direction by a preset distance to obtain M points serving as the positions of the labels for placing the target data points.
Further, setting the coordinates of the target data point as (x, y), and the coordinates of the M point as (Mx, My); presetting offset as L;
according to the relative position relationship between the target data point and the central point of the target data point, the mode of offsetting the target data point to obtain M points is as follows:
when the X coordinate of the target data point is less than or equal to the X coordinate of the central point of the target data point: mx ═ x-L;
when the X coordinate of the target data point > the X coordinate of the center point of the target data point: mx is x + L;
when the Y coordinate of the target data point is less than or equal to the Y coordinate of the center point of the target data point: y-L;
when the Y coordinate of the target data point > the Y coordinate of the center point of the target data point: my + y + L.
Further, step S2 further includes: the target data points are sorted by distance from the center point of the target data point and their label positions are preferably calculated from target data points that are near the center point of the target data point.
Further, the label position refers to the center point of the label, i.e. the label is positioned and expressed by using the center point of the label.
In other embodiments, the position of the tag may be any point (relative to the reference point), which may be one or more coordinates selected from the endpoints of the area occupied by the tag.
Further, setting the label position of the target data point on a circumference which takes the M point of the target data point as the center of a circle and R as the radius;
in step S2, the method of adjusting the position of the tag includes: and increasing the value of the radius R, or/and moving and adjusting the label position of the target data point on a circumference which takes the M point of the target data point as the center of a circle and takes the R as the radius.
Further, step S2 further includes: and displaying the label of the target data point at the label position of the target data point, and automatically generating a connecting line between the target data point and the label according to the distance between the target data point and the label when displaying.
Further, step S2 specifically includes the following sub-steps:
setting N target data points Pi, i belongs to [1, N ]; setting an angle variable A;
presetting an angle step length a, and initializing i = 1;
step S21: acquiring position information of a target data point Pi, presetting a radius step length R of the target data point Pi, and enabling R = R and A =0 degrees;
according to the relative position relationship between the target data point Pi and the central point of the target data point, obtaining an M point after offsetting the target data point Pi; taking the point M as a label position for placing the target data point Pi, and judging whether the label position of the target data point Pi is overlapped with the target data point or an area occupied by an existing label:
if there is no overlap, determining the label position of the target data point Pi at the coordinate, and executing to step S25;
if there is an overlap, go to step S22;
step S22: taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the label position for placing the target data point Pi;
wherein, the target ray refers to: a ray extending to the preset direction by taking the M point as an end point;
preferably, the preset direction is a positive X-axis direction.
Step S23: judging whether the label of the target data point Pi is overlapped with the target data point or the area occupied by the existing label:
if there is no overlap, determining the label position of the target data point Pi at the coordinate, and executing to step S25;
if there is an overlap, go to step S24;
step S24: judging whether A is more than or equal to 360 degrees:
if not, updating the target ray: rotating the target ray by an angle a around the M point along the anticlockwise direction, and enabling A = A + a; then, taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the label position for placing the target data point Pi; execution proceeds to step S23;
if yes, recording the label position of the current placing target data point Pi as an S point; let R = R + R, update the target ray: taking a ray extending towards a preset direction by taking an M point as an end point as a target ray, and enabling A =0 °; then, taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the position of a label for placing the target data point Pi; and judging whether the label exceeds the chart boundary:
if not, go to step S23;
if the data point is beyond the preset range, selecting the point S as the position of a label for placing the target data point Pi; and to step S25;
it should be noted that in other embodiments, when the target ray is updated, the target ray may be rotated clockwise by an angle a around the M point and let a = a + a.
Step S25: judging whether i = N:
if not, let i = i +1, and go to step S21;
and if so, completing the label position determination of the N target data points.
Further, in step S21, the value of the radius step r is preset according to the distance between the target data point Pi and the graph boundary:
acquiring the X-direction distance and the Y-direction distance between a target data point Pi and a graph boundary, and taking the maximum value in the X-direction distance as Lx and the maximum value in the Y-direction distance as Ly; the formula for calculating the radius step length r is:
Figure 581212DEST_PATH_IMAGE002
wherein K is a preset constant.
Example one
Label display is performed on the highlight selected point in fig. 2, the width of the canvas of the graph is 820, the height of the canvas is 610, in the embodiment, the coordinate origin of the canvas is at the upper left corner, the right direction of the X axis is the positive direction of the X axis, and the downward direction of the Y axis is the positive direction of the Y axis; the offset distance L is set to 40 and the angle r increases by 5 ° per rotation. The specific process is as follows:
first, the center point (O) of the position of all the target data points is calculated, with coordinates (389, 209), marked by the five-pointed star in fig. 2;
next, the label is placed starting with the target data point (a) closest to the center point. The coordinate of the position of the A point is (398, 208), and the position is positioned at the upper right of the central point, so that Ai (438, 168) is calculated according to (X + L, Y-L) and is used as the initial position of the label of the target data point (A). If there is no overlap between the labels and the rest of the target data points are not covered, Ai is the position of the label of the target data point (a), which can be specifically referred to in fig. 3.
Then, when calculating the position of the next data point (B), the position coordinate of the B point is (381, 212), and since the target data point is left and below the center point, the initial point Bi (341, 251) can be obtained according to (X-L, Y + L), as shown in FIG. 4, and the initial label covers part of the target data point.
And calculating according to the Bi position to obtain the radius step length r of 12. The initial point position is taken as the center of a circle, R =12 is taken as the radius, the positive direction of the X axis is taken as the initial edge, the rotation is carried out for 5 degrees every time, the anticlockwise rotation is carried out for one circle, and at the moment, the label still covers part of other target data points. Then, overlap removing treatment is carried out: the effective position of the label at which point B is finally obtained after rotating counterclockwise by 40 ° from the horizontal direction with R =24 as the radius from the center of Bi is (358, 268). As shown in fig. 5, there is no overlap between the labels at this time and no other target data points are obscured.
By analogy, the effect of placing tags for 20 target data points can be seen in FIG. 6.
Finally, the label positions of all the target data points are finally calculated and displayed, and the effect can refer to fig. 7.
Through the embodiment, the displayed labels are reasonably distributed, other target data points are not covered, and the condition that the labels are mutually overlapped does not occur. However, if the label displaying the data points in the above embodiment is selected, the label position is not subjected to de-overlapping processing, the displaying effect can refer to fig. 8, and it is obvious that a large amount of displayed labels are overlapped due to too many selected data points, so that label information displaying is affected, even the selected data points are covered, and the displaying effect is greatly affected. The comparison shows the effect of the label display method of the embodiment.
The invention also discloses a chart label display system which comprises a storage device, wherein a plurality of instructions are stored in the storage device, and the instructions are suitable for being loaded by the processor and executing the chart display method.
In summary, the invention designs the placing position of the label by taking the central point of the target data point as a reference and adopting a spiral outward expansion mode, thereby realizing the overlap removal. On the one hand, can avoid the label to appear overlapping to the at utmost, on the other hand can make the even and non-overlapping distribution of label around the point, furthest utilizes the show space in the diagram, has promoted user experience.
Finally, it should be noted that the above-mentioned list is only a specific embodiment of the present invention. It is obvious that the present invention is not limited to the above embodiments, but many variations are possible. All modifications which can be derived or suggested by a person skilled in the art from the disclosure of the present invention are to be considered within the scope of the invention.

Claims (8)

1. A chart presentation method, comprising the steps of:
step S1: obtaining a data point of a label to be displayed in the chart and recording the data point as a target data point; acquiring coordinates of the target data points, and calculating to acquire coordinates of center points of the target data points according to the coordinates of part or all of the target data points;
step S2: determining the label position of the target data point in a spiral outward expansion mode according to the relative position relationship between the target data point and the central point of the target data point: determining an offset direction according to the relative position relationship between the target data point and the central point of the target data point, and offsetting the target data point along the offset direction by a preset distance to obtain an M point serving as a label position for placing the target data point;
judging whether the label position is overlapped with the target data point or the area occupied by the existing label, if not, determining that the label position is unchanged; if so, adjusting the label position: increasing the value of the radius R, or/and moving and adjusting the label position of the target data point on a circumference which takes the M point of the target data point as the center of a circle and takes the R as the radius; and setting the label position of the target data point on a circumference which takes the M point of the target data point as the center of a circle and R as the radius.
2. The chart presentation method of claim 1, wherein: setting the coordinates of the target data point as (x, y), and the coordinates of the M point as (Mx, My); presetting offset as L;
according to the relative position relationship between the target data point and the central point of the target data point, the mode of offsetting the target data point to obtain the M point is as follows:
when the X coordinate of the target data point is less than or equal to the X coordinate of the center point of the target data point: mx ═ x-L;
when the X coordinate of the target data point > the X coordinate of the center point of the target data point: mx ═ x + L;
when the Y coordinate of the target data point is less than or equal to the Y coordinate of the center point of the target data point: y-L;
when the Y coordinate of the target data point > the Y coordinate of the center point of the target data point: y + L.
3. The chart displaying method according to claim 1, wherein said step S2 further comprises: and sorting the target data points according to the distance from the central point of the target data point, and calculating the label position of the target data point from the target data point close to the central point of the target data point.
4. The chart presentation method of claim 1, wherein: the tag location is a center point of the tag.
5. The chart presentation method of claim 1, wherein: the step S2 further includes: and displaying the label of the target data point at the label position of the target data point, and automatically generating a connecting line between the target data point and the label according to the distance between the target data point and the label when displaying.
6. The chart displaying method according to claim 1, wherein the step S2 specifically includes the following sub-steps:
setting N target data points Pi, i belongs to [1, N ]; setting an angle variable A;
presetting an angle step length a, and initializing i to be 1;
step S21: acquiring position information of the target data point Pi, presetting a radius step length R of the target data point Pi, and enabling R to be R and A to be 0 degree;
obtaining an M point after offsetting the target data point Pi according to the relative position relationship between the target data point Pi and the central point of the target data point; taking the M point as a label position for placing the target data point Pi, and judging whether the label position of the target data point Pi is overlapped with a target data point or an area occupied by an existing label:
if there is no overlap, determining the label position of the target data point Pi at the coordinate, and executing to step S25;
if there is an overlap, go to step S22;
step S22: taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the label position for placing the target data point Pi;
wherein, the target ray refers to: a ray extending towards a preset direction by taking the M point as an endpoint;
step S23: judging whether the label of the target data point Pi is overlapped with the target data point or the area occupied by the existing label:
if there is no overlap, determining the label position of the target data point Pi at the coordinate, and executing to step S25;
if there is an overlap, go to step S24;
step S24: judging whether A is more than or equal to 360 degrees:
if not, updating the target ray: rotating the target ray by an angle a counterclockwise around the M point, and enabling A to be A + a; then taking the intersection point of the target ray and a circle which takes the M point as the circle center and takes the R as the radius as the label position for placing the target data point Pi; execution proceeds to step S23;
if yes, recording the position of the tag where the target data point Pi is currently placed as an S point; let R ═ R + R, update the target ray: taking a ray extending towards a preset direction by taking the M point as an end point as a target ray, and enabling A to be 0 degrees; then, taking the intersection point of the target ray and a circle which takes the M point as a circle center and takes the R as a radius as the position of a label for placing the target data point Pi; and judging whether the label exceeds the chart boundary:
if not, go to step S23;
if the data point Pi exceeds the preset range, selecting the point S as the position of a label for placing the target data point Pi; and to step S25;
step S25: judging whether i is equal to N:
if not, making i equal to i +1, and going to step S21;
and if so, completing the label position determination of the N target data points.
7. The chart presentation method of claim 6, wherein: in step S21, the value of the radius step r is preset according to the distance between the target data point Pi and the graph boundary:
acquiring an X-direction distance and a Y-direction distance between the target data point Pi and a graph boundary, and taking a maximum value in the X-direction distance as Lx and a maximum value in the Y-direction distance as Ly; the calculation formula of the radius step length r is as follows:
Figure FDA0003571078700000031
wherein K is a preset constant.
8. A chart label presentation system, comprising: the chart demonstration system comprises a storage device, wherein a plurality of instructions are stored in the storage device, and the instructions are suitable for being loaded by a processor and executing the chart demonstration method according to any one of claims 1-7.
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