CN111427947B

CN111427947B - Data display method and device

Info

Publication number: CN111427947B
Application number: CN201910023446.9A
Authority: CN
Inventors: 叶佳音; 韩乔; 石莹倩; 王腾
Original assignee: Alibaba Group Holding Ltd
Current assignee: Alibaba Group Holding Ltd
Priority date: 2019-01-10
Filing date: 2019-01-10
Publication date: 2023-06-23
Anticipated expiration: 2039-01-10
Also published as: CN111427947A

Abstract

The embodiment of the specification provides a data display method, which comprises the following steps: firstly, obtaining object names of a plurality of objects and data indexes corresponding to the objects, wherein the data indexes at least comprise data quantity; then, based on the data volume of each object, determining the volume of a three-dimensional area corresponding to each object in a global interface, wherein the volume is positively correlated with the data volume, and the three-dimensional area displays the object name and the data volume of the corresponding object; next, a global interface including the stereoscopic region is presented to the user based at least on the determined volume.

Description

Data display method and device

Technical Field

The embodiment of the specification relates to the field of data visualization, in particular to a data display method and device.

Background

Under the condition that data is rapidly increased at present, enterprises face various data problems, such as difficult exploitation of data value, poor and intentional data management results and the like.

Therefore, a reasonable scheme is needed to be provided, and the control, clear viewing, purpose tracking and the like of the whole flow of data processing can be realized.

Disclosure of Invention

The specification describes a method and apparatus for displaying data, which can realize visual display of data processing flow and processing result, so as to facilitate global control, clear viewing and value tracking.

According to a first aspect, there is provided a method of displaying data, the method comprising: acquiring object names of a plurality of objects and data indexes corresponding to the objects, wherein the data indexes at least comprise data quantity; determining the volume of a three-dimensional area corresponding to each object in a global interface based on the data volume of each object, wherein the volume is positively correlated with the data volume, and the three-dimensional area displays the object name and the data volume of the corresponding object; based at least on the determined volume, a global interface including the stereoscopic region is presented to the user.

According to a second aspect, there is provided a data presentation device, the device comprising: an obtaining unit configured to obtain object names of a plurality of objects, and data indexes corresponding to the objects, where the data indexes at least include data amounts; a determining unit configured to determine, based on the data amounts of the respective objects, volumes of stereoscopic regions corresponding to the respective objects in the global interface, wherein the volumes are positively correlated with the data amounts, and the stereoscopic regions display object names and the data amounts of the corresponding objects; and a presentation unit configured to present a global interface comprising the stereoscopic region to a user based at least on the determined volume.

According to a third aspect, there is provided a computer readable storage medium having stored thereon a computer program which, when executed in a computer, causes the computer to perform the method of the first aspect.

According to a fourth aspect, there is provided a computing device comprising a memory and a processor, characterised in that the memory has executable code stored therein, the processor implementing the method of the first aspect when executing the executable code.

By adopting the data display method provided by the embodiment of the specification, the visual display of the data processing flow and the processing result can be realized, so that the overall control, clear viewing and value tracking are facilitated, and various requirements of users are further met.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments disclosed in the present specification, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only examples of the embodiments disclosed in the present specification, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

FIG. 1 shows a flow chart of a method of presentation of data according to one embodiment;

FIG. 2 is a schematic diagram of a global interface disclosed in an embodiment of the present disclosure;

FIG. 3 is a second diagram of a global interface disclosed in an embodiment of the present disclosure;

FIG. 4 is a third diagram of a global interface disclosed in embodiments of the present disclosure;

FIG. 5 is a fourth illustrative diagram of a global interface disclosed in an embodiment of the present disclosure;

FIG. 6 is a fifth illustrative diagram of a global interface disclosed in an embodiment of the present disclosure;

FIG. 7 is a sixth illustrative diagram of a global interface disclosed in an embodiment of the present disclosure;

FIG. 8 is a schematic diagram of a dataflow interface according to an embodiment of the present disclosure;

FIG. 9 shows a presentation method flowchart of a data flow interface, according to one embodiment;

FIG. 10 shows an embodiment of the present disclosure a second data flow interface diagram;

FIG. 11 is a third diagram illustrating a dataflow interface according to an embodiment of the present disclosure;

FIG. 12 is a fourth diagram of a dataflow interface diagram according to an embodiment of the present disclosure;

FIG. 13 is a fifth diagram of a dataflow interface diagram according to an embodiment of the present disclosure;

FIG. 14 illustrates a flow diagram of a presentation method of a data structure interface, according to one embodiment;

FIG. 15 is a diagram illustrating an interface of a data structure according to an embodiment of the present disclosure;

FIG. 16 is a second diagram illustrating an interface of a data structure according to an embodiment of the present disclosure;

FIG. 17 is a third diagram illustrating a data structure interface according to an embodiment of the present disclosure;

FIG. 18 is a fourth diagram illustrating an interface of a data structure according to one embodiment of the present disclosure;

FIG. 19 is a fifth diagram illustrating an interface of a data structure according to an embodiment of the present disclosure;

FIG. 20 is a diagram illustrating a data structure interface according to an embodiment of the present disclosure;

FIG. 21 is a diagram of a data structure interface according to one embodiment of the present disclosure;

FIG. 22 is a diagram illustrating an interface of a data structure according to an embodiment of the present disclosure;

FIG. 23 is a diagram illustrating a data structure interface according to an embodiment of the present disclosure;

FIG. 24 is a schematic diagram of a data structure interface according to an embodiment of the present disclosure;

FIG. 25 is a diagram illustrating an interface of a data structure according to an embodiment of the present disclosure;

fig. 26 shows a schematic diagram of a presentation device of data according to one embodiment.

Description of the embodiments

Various embodiments disclosed in this specification are described below with reference to the accompanying drawings.

As the amount of data grows, existing methods for displaying data, including charts, pie charts, bar charts, have failed to meet the demand. Based on the above, the embodiment of the specification provides a data display method, which can intuitively and visually display data, thereby meeting various requirements of users.

The display method provided in the embodiment of the present disclosure may be used to display data for a company, a department, a institution, an industry, or the like. Furthermore, the method may be used to present data involved in a number of phases involved in the data processing, such as acquisition phases, processing phases, application phases, etc. The following describes specific steps of the method.

FIG. 1 shows a flow chart of a method of presentation of data, the method of which an executing body may be a device with processing capabilities, according to one embodiment: a server or system or device. As shown in fig. 1, the method flow comprises the steps of: step S110, obtaining object names of a plurality of objects and data indexes corresponding to the objects, wherein the data indexes at least comprise data quantity; step S120, based on the data volume of each object, determining the volume of a three-dimensional area corresponding to each object in the global interface, wherein the volume is positively correlated with the data volume, and the three-dimensional area displays the object name and the data volume of the corresponding object; step S130, presenting a global interface comprising the stereoscopic region to a user based at least on the determined volume. The steps are as follows:

First, in step S110, object names of a plurality of objects and data indexes corresponding to the respective objects are acquired, where the data indexes include at least data amounts.

In one embodiment, the obtained object name may be predetermined by a worker according to the actual situation. In a particular embodiment, the object may be a category object. In one example, the category object is a domain, and accordingly, the plurality of domains acquired may include financial, retail, entertainment, logistics, and business clouds, among others. In another example, the category object is an educational phase, and accordingly, the plurality of educational phases acquired may include kindergarten, primary school, and high school. In yet another example, the category object is a region, and the plurality of regions acquired may include North China, middle China, east China, south China, north east China, southwest, north west and North west, etc. In another particular embodiment, the object may be an individual object. In one example, the individual object is a person.

In one embodiment, the data metrics for each object are determined based on the data tables for each object. Wherein the data table may be generated during a data processing stage. In a specific embodiment, the amount of data included in the data indicator is the memory space occupied by the data table. In one example, the data amounts corresponding to the five objects described above, namely financial, retail, entertainment, logistics, and business clouds are 360PB, 460PB, 380PB, 280PB, and 640PB, respectively. In a specific embodiment, the data index may further include the number of data tables, that is, the number of data tables, such as 5,789. In another specific embodiment, the data index may further include the number of models, which may be understood as the number of data models, such as 30, constructed based on the data in the data table. In yet another specific embodiment, the data index may further include the number of items, which may be understood as the number of items, such as 15, established based on the data in the data table. In yet another specific embodiment, the data index may further include a calculation consumption, which may be understood as a calculation resource consumed in obtaining the corresponding data table in the data processing stage, such as 678KCU.

In the above, object names of a plurality of objects, and data indexes including at least data amounts corresponding to the respective objects may be acquired. Next, in step S120, based on the data amount of each object, the volume of the stereoscopic region corresponding to each object in the global interface is determined, wherein the volume is positively correlated with the data amount, and the stereoscopic region displays the object name and the data amount of the corresponding object.

In one embodiment, the volumetric region is shaped as a sphere, the radius of which is proportional to the amount of data. In another embodiment, the volumetric region is in the shape of a cube, the side length of which is proportional to the amount of data.

Above, the volume of each stereoscopic region and the content displayed therein can be determined. Next, at step S130, a global interface comprising the stereoscopic region is presented to the user based at least on the determined volume.

In a specific embodiment, as shown in fig. 2, the three-dimensional area is in the shape of a sphere, which includes 5 three-dimensional areas, and the object names and data amounts displayed in each three-dimensional area are retail sum 460PB, logistics sum 280PB, entertainment sum 380PB, enterprise cloud sum 640PB, finance sum 360PB, respectively.

It should be noted that, in one embodiment, before step S130, the method may further include: and acquiring statistical data indexes corresponding to the plurality of objects. It should be noted that, the statistical data index refers to indexes of pointers to a plurality of objects, and the data index refers to indexes of respective objects. In a specific embodiment, the statistical data index may include a total data amount corresponding to the plurality of objects, a ratio of the data amount of each of the objects to the total data amount, a total number of data tables corresponding to the plurality of objects, a total number of models, a total number of items, and a total calculated consumption.

Accordingly, step S130 may include: and displaying the statistical data index in a global interface comprising a stereoscopic region. In one example, the global interface shown in fig. 3 includes statistical data indexes, specifically including total data 2120PB, a ratio of 30% in the enterprise cloud domain, a ratio of 22% in the retail domain, a ratio of 18% in the entertainment domain, a ratio of 17% in the financial domain, a ratio of 13% in the logistics domain, a total of 5000KCU, a total of 123, 450 data sheets, a total of 100 models, and a total of 60 items.

Furthermore, in one embodiment, after step S130, it may further include: responding to the movement of an input control to a three-dimensional area corresponding to each object, and displaying data indexes corresponding to each object; and hiding the displayed data indexes corresponding to the objects in response to the input control moving out of the three-dimensional area corresponding to the objects. In a particular embodiment, the input controls may include a mouse cursor, or a cursor generated by a touch operation of a user on a touch screen, or the like. In a specific embodiment, the data indicators displayed therein may include one or more of the above-mentioned data amount, number of data tables, number of models, number of items, and calculated consumption. In one example, referring to fig. 4, in response to the input control moving to the stereoscopic region corresponding to the entertainment field, the data index corresponding to the entertainment field is displayed, specifically including a data amount 380PB, a calculation consumption 678kcu,5,789 data sheets, 30 models, and 15 items. Further, referring to fig. 2, in response to the input control being moved out of the stereoscopic region corresponding to the entertainment field, the displayed data indicator corresponding to the entertainment field is hidden.

In one embodiment, in the global interface described above, the plurality of stereoscopic regions corresponding to the plurality of objects are rotated together about the same central axis. In one example, based on the global interface shown in fig. 2, multiple stereoscopic regions therein can be rotated about the same central axis to the position shown in fig. 5. Based on this, in a specific embodiment, the displaying the data index corresponding to each object in response to the movement of the input control to the stereoscopic region corresponding to each object may include: and responding to the movement of the input control to the three-dimensional areas corresponding to the objects, stopping rotating the three-dimensional areas, and displaying the data indexes corresponding to the objects. In addition, in response to the input control being moved out of the stereoscopic region corresponding to each object, hiding the displayed data index corresponding to each object may include: and responding to the movement of the input control out of the three-dimensional area corresponding to each object, enabling the three-dimensional areas to resume rotation, and hiding the displayed data indexes corresponding to each object.

In one embodiment, a central region located at the central axis is included in the global interface. In one example, as shown in fig. 6, a columnar center region is shown. Further, in response to a trigger instruction to the central area, the current view is switched from a global interface to a data flow interface, wherein the data flow interface is used for showing, and a processing flow of a data table corresponding to each object is generated. In one example, the operation corresponding to the trigger instruction may be a click instruction or a voice control instruction, etc. In one example, the data flow interface to switch to is shown in FIG. 8.

On the other hand, in one embodiment, after step S130, it may further include: and responding to a triggering instruction of the stereoscopic region corresponding to the first object (any object in the plurality of objects), and switching to a data structure interface corresponding to the first object. In one example, in response to a trigger instruction to a stereoscopic region corresponding to the retail domain in fig. 2, the data structure interface shown in fig. 15 is switched.

In one embodiment, the global interface further includes an interface switching area, and the area includes a first interface icon, a second interface icon, and a third interface icon for the global interface, the data flow interface, and the data structure interface, respectively. In one example, as shown in FIG. 7, an interface switching region 710 is shown. Further, in a specific embodiment, after step S130, the method may further include: and responding to a triggering instruction to the second interface icon, and switching to the data flow interface. In one example, in response to a click command on the flow icon in FIG. 7, a switch is made to the data flow interface shown in FIG. 8. In another specific embodiment, after step S130, the method may further include: and responding to a trigger instruction for the third interface icon, switching to a data structure interface corresponding to a certain object, wherein the certain object can be any one of a plurality of objects or a preset object, and the preset object can be an object preset by a worker. Specifically, in one example, the data structure interface corresponding to any one of the plurality of objects may be randomly switched. In another example, a switch may be made to a data structure interface corresponding to a predetermined object. According to one specific example, in response to a click command on the structure icon in fig. 7, the data structure interface for the retail domain shown in fig. 15 is switched to.

The above description has been mainly made around the global interface. Next, description will be made on a data flow interface (see fig. 8) to which the second interface icon (see fig. 7) in the center area (see fig. 6 or fig. 7) or the interface switching area in the global interface mentioned in the above embodiment can be switched, and a data structure interface (see fig. 15) to which the third interface icon (see fig. 7) in the interface switching area or the stereoscopic area (see fig. 2) corresponding to each object in the global interface can be switched. Next, a method for displaying a data flow interface is described first.

FIG. 9 shows a flow chart of a presentation method of a data flow interface according to one embodiment. As shown in fig. 9, the method specifically includes the following steps: step S91, acquiring a stage index corresponding to each data processing stage in a plurality of data processing stages, wherein the plurality of data processing stages at least comprise a processing stage, the processing stage is used for generating a data table corresponding to each object, and the processing stage index corresponding to the processing stage comprises the total number of the data tables of the plurality of objects; step S92, determining a stage area corresponding to each data processing stage based on the stage index, wherein the processing stage area corresponding to the processing stage displays the total number of the data tables; step S93, presenting a data flow interface including the stage area to the user. The steps are as follows:

First, in step S91, a stage index corresponding to each of a plurality of data processing stages is obtained, where the plurality of data processing stages includes at least a processing stage, the processing stage is used to generate a data table corresponding to each object, and the processing stage index corresponding to the processing stage includes a total number of data tables of the plurality of objects.

The total number of data tables included in the processing stage index is the same as the total number of data tables included in the statistical data index mentioned in the above embodiment. In a specific embodiment, the processing stage index further includes names of a plurality of definition items corresponding to the processing rule, and content number of each definition item, and total number of models, wherein the plurality of definition items includes business restrictions, business processes, and atomic indexes. Wherein the total number of models is the same as the total number of models included in the above-mentioned statistical data index. In one example, where the traffic limits may include a plurality of limit ranges set, for example, a required time within 00:00:00-24:00:00, a distance within 0km to 5000km, and so on. In another example, where an atomic indicator may refer to an indicator of minimum granularity that is not detachable.

In one embodiment, the plurality of data processing stages further includes an acquisition stage, and the acquisition stage index corresponding to the acquisition stage includes a total data access progress. In one example, the total progress of data access is 60%. Further, in a specific embodiment, the acquisition stage index further includes names of a plurality of data sources, and a data access progress corresponding to each of the data sources. In one example, the names of the plurality of data sources include ticketing service, takeaway service, map service, and financial service, and the corresponding data access progress is 100%,50%,40%, and 10%, respectively.

In one embodiment, the plurality of data processing stages further includes an application stage, and an application channel is included in an application stage index corresponding to the application stage. In a particular embodiment, wherein the application channel includes at least one of an ad hoc query, an interactive query, and an algorithm call. Further, in a specific embodiment, the application stage index further includes the number of APIs, the number of APPs, and the number of users.

In the above, the phase index corresponding to each data processing phase of the plurality of data processing phases can be acquired. Next, in step S92, a phase area corresponding to each data processing phase is determined based on the acquired phase index, wherein the processing phase area corresponding to the processing phase displays the total number of data tables.

In one embodiment, the plurality of data processing stages further includes an acquisition stage, and correspondingly, determining a stage area corresponding to each data processing stage includes: and determining an acquisition stage area corresponding to the acquisition stage, wherein the acquisition stage area displays the total data access progress.

In one embodiment, the plurality of data processing stages further includes an application stage, and accordingly, determining a stage area corresponding to each data processing stage includes: and determining an application stage area corresponding to the application stage, wherein the application stage area displays the application channel.

In the above, the stage area can be determined. Then, at step S93, a data flow interface including the stage area is presented to the user.

In one embodiment, a user is presented with a data flow interface that includes the acquisition phase region and the processing phase region described above. In another embodiment, a user is presented with a data flow interface including the acquisition phase region, the processing phase region, and the application phase region described above.

In one example, the data flow interface shown in fig. 8 includes an acquisition stage area, a processing stage area, and an application stage area, and each stage area displays 60% of total data access progress, 123,450 sheets of data table, and an interactive query (one of the application channels).

Above, the user may be presented with a data flow interface. After step S93, the method may further include: responding to the movement of the input control to a phase area corresponding to each data processing phase, and displaying a phase index corresponding to each data processing phase; and hiding the displayed data indexes corresponding to the data processing stages in response to the input control moving out of the stereoscopic region corresponding to the data processing stages. In a specific embodiment, each data processing stage is the above-mentioned acquisition stage, and the corresponding acquisition stage index may include a total progress of data access and a data access progress corresponding to each data source. In one example, referring to fig. 10, in response to movement of the cursor to the acquisition phase region, acquisition phase indicators are displayed, specifically including a plurality of data sources, namely ticketing, takeaway, mapping and financing, and corresponding data access schedules of 100%,50%,40% and 10%. Further, referring to fig. 8, in response to the cursor being removed from the acquisition phase region, the displayed acquisition phase indicator is hidden.

In a specific embodiment, where each data processing stage is a processing stage as described above, the corresponding processing stage index may include a number of business constraints, a number of business processes, a number of atomic indices, and a total number of models. In one example, referring to fig. 11, in response to movement of the cursor to the process stage area, process stage metrics are displayed, including in particular 56 business limitations, 150 business processes, 48 atomic metrics, and 100 models. Further, referring to fig. 8, the displayed processing stage index is hidden in response to the cursor being removed from the processing stage area.

In a specific embodiment, where each data processing stage is an application stage as described above, the corresponding application stage index may include the number of APIs, the number of APPs, and the number of users. In one example, as shown in FIG. 12, in response to the cursor moving to the application phase region, application phase indicators, specifically including 500 APIs, 100 APPs, and 200,000 users, are displayed.

In addition, in one embodiment, the data flow interface further includes an interface switching area, and the area includes a first interface icon, a second interface icon, and a third interface icon for the global interface, and the data flow interface and the data structure interface, respectively. In one example, as shown in fig. 13, an interface switching region 131 is shown. Further, in a specific embodiment, after step S93, the method may further include: and responding to a trigger instruction for the first interface icon, and switching to the global interface. In one example, in response to a click command on the global icon in FIG. 13, the switch is made to the dataflow interface shown in FIG. 2. In another specific embodiment, after step S130, the method may further include: and responding to a trigger instruction for the third interface icon, and switching to a data structure interface corresponding to a certain object. In one example, in response to a click command on the structure icon in fig. 13, the data structure interface for the retail domain shown in fig. 15 is switched to. It should be noted that, for the description of the interface switching area in the data flow interface, reference may also be made to the description of the interface switching area in the global interface.

The above description has been mainly around the global interface and the data flow interface. Next, the data structure interface (see fig. 15) to which the above-described embodiments refer may be switched through the stereoscopic region (see fig. 2) corresponding to each object in the global interface or the third interface icon (see fig. 7) in the interface switching region, or through the third interface icon (see fig. 13) in the interface switching region in the data flow interface will be described.

FIG. 14 illustrates a presentation method of a dataflow interface according to one embodiment. As shown in fig. 14, the method specifically includes the following steps: step S141, a plurality of entities defined in a data table corresponding to a first object and categories of the entities are obtained; step S142, based on the category, determining the layout of a plurality of entity icons corresponding to a plurality of entities in a data structure interface, wherein in the layout, the plurality of entity icons are arranged in a plurality of layers, and each layer corresponds to one category; step S143, based on the layout, presenting a data structure interface comprising a plurality of entity icons to the user. The steps are as follows:

first, in step S141, a plurality of entities defined in a data table corresponding to a first object and categories of the respective entities are acquired.

In one embodiment, the first object may be any one of the plurality of objects described above.

In one embodiment, the data table includes a plurality of fields, and accordingly, field contents of the plurality of fields may be obtained as the plurality of entities. In another embodiment, the data table includes fields marked as entities, and accordingly, the contents of these fields marked as entities may be obtained as the plurality of entities.

In one embodiment, the categories of the various entities may be acquired at the same time as the plurality of entities are acquired. In a specific embodiment, the categories of the entities may be predetermined, for example, may be obtained by directly classifying a plurality of entities by a staff member, and the specific determining manner is not limited herein.

In one example, the first object is the retail domain in the foregoing example, and the plurality of obtained entities corresponding to the retail domain may include a named class entity and an action class entity, where the named class entity includes: store, seller, date, item, order, buyer, primary category, secondary category, and action class entity includes order, payment, return, collection, sharing.

In another example, the first object is a junior middle part, and the acquired plurality of entities corresponding to the junior middle part may include a class entity and a class entity, where the class entity includes: seven, eight, and nine, and class entities include: 71, 72, 73, 74, 75 and 76.

The above may obtain a plurality of entities corresponding to the first object and categories of the respective entities therein. Next, in step S142, based on the category, a layout of a plurality of entity icons corresponding to the plurality of entities in the data structure interface is determined, where the plurality of entity icons are arranged in a plurality of layers, and each layer corresponds to a category. And, at step S143, presenting a data structure interface comprising a plurality of entity icons to the user based on the layout.

In one embodiment, in the layout, the solid icons included in each of the plurality of layers form an arc shape, and the plurality of layers form a multi-layer arc structure surrounding the stereoscopic region corresponding to the first object. In a specific embodiment, the plurality of layers includes a first layer and a second layer, the first layer includes a first number of entity icons, the second layer includes a second number of entity icons, the first number is greater than the second number, and the first layer is arranged outside with respect to the second layer. In one example, in the data structure interface shown in fig. 15, a plurality of entity icons are arranged in two layers around a stereoscopic area corresponding to the retail field, wherein the inner layer is an entity icon corresponding to an action type entity and the outer layer is a naming type entity in the previous example, and the number of entity icons corresponding to the naming type entity is greater than the number of entity icons corresponding to the action type entity. In another embodiment, in the layout, the physical icons included in each of the plurality of layers form a straight line shape, and the plurality of layers form a parallel straight line structure.

In one embodiment, before step S142, it may further include: and acquiring a plurality of groups of entities with preset association relations. In a specific embodiment, the predetermined association relationship may include an association relationship between entities of the same layer, and/or an association relationship between entities of different layers. In a specific embodiment, a plurality of entities, such as 2 or 3, may be included in each group of entities. In a specific embodiment, the predetermined association may include one or more of the following: including relationships, composition relationships, positional relationships, parent-child relationships, dependency relationships, and process relationships. In one example, where a containment relationship is one where a thing represented by one word belongs to another word representing a thing, for example, an animal: birds, plants: rice, and the like. In one example, where the component relationship is a part to whole relationship, for example, the head is a part of the body. In one example, a positional relationship refers to a place occupied by a person or thing, such as an aircraft: sky. In one example, where the parent-child relationship refers to the child entity being generated using the parent entity as a template, for example, the content in both the primary category and the secondary category is generated using the category as a template, where the primary category and the category are the parent-child relationship and the secondary category and the category are also the parent-child relationship. In one example, an attachment relationship refers to one entity being present on another entity, e.g., an order is generated based on an item, so that an attachment relationship exists between the order and the item. In one example, a process relationship refers to a first party performing an operation with respect to a second party, wherein the first party, the second party, and the operation items have a process relationship therebetween, e.g., a buyer performing an order operation with respect to an item, the buyer, the item, and the order have a process relationship therebetween.

Accordingly, in step S142 may include: and for each group of entities in the plurality of entities, connecting entity icons corresponding to each entity in each group of entities based on a predetermined association relation and a mapping relation of a connection mode.

In one embodiment, the plurality of groups of entities include a group of entities having an attachment relationship, each entity in the group of entities is the named entity, a connection mode corresponding to the attachment relationship included in the mapping relationship is a dotted line, and correspondingly, for the group of entities having the attachment relationship, entity icons corresponding to each entity are connected by adopting the dotted line. Based on the foregoing example, the plurality of entities include two entities having an attachment relationship, and are respectively an item and an order, and a store and a seller, and the items and the orders, and the store and the seller are respectively connected by using dotted lines, which can be seen in fig. 16.

In one embodiment, the plurality of groups of entities include a group of entities having a parent-child relationship, each entity in the group of entities is the named entity, and a connection mode corresponding to the parent-child relationship included in the mapping relationship is a solid line, and correspondingly, for the group of entities having the parent-child relationship, entity icons corresponding to each entity are connected by adopting the solid line. Based on the foregoing example, the plural sets of entities include two sets of entities having a parent-child relationship, and are respectively a category and a primary category, and a category and a secondary category, and the solid lines are used to connect the category and the primary category, and the category and the secondary category, respectively, and see fig. 17.

In one embodiment, the plurality of groups of entities include a group of entities having a process relationship, the group of entities includes at least one action entity and at least two naming entities, a connection mode corresponding to the attachment relationship included in the mapping relationship is a broken line, and correspondingly, for the group of entities having the process relationship, the broken line is used to connect entity icons corresponding to the entities. Based on the foregoing example, the plurality of sets of entities includes a set of entities having a process relationship, including two named class entities, namely, a buyer and an item, and one action class entity, namely, an order, see, in particular, fig. 18.

Thus, multiple groups of entities with preset association relations can be obtained, and the multiple entities and the corresponding preset association relations are displayed in the data structure interface. Based on this, in a specific embodiment, after step S143, it may further include: in response to movement of the input control to a particular entity icon of the plurality of entity icons, highlighting at least one entity icon connected to the particular entity icon and a corresponding link. In one example, wherein highlighting may include bolding, highlighting, color changing, and so forth. In one example, as shown in FIG. 19, in response to movement of the cursor to the item entity icon, the dotted line between the order entity icon connected thereto and the two, and the solid line between the buyer, order, and three connected thereto are highlighted and bolded.

On the other hand, in one embodiment, step S143 may include: and displaying user interaction options in a data structure interface comprising the entity icons. In a particular embodiment, a search box may be included in the user interaction options, based on which the user may locate an entity icon to which he/she needs to find. In another specific embodiment, the user interaction options may include a plurality of filtering boxes, each filtering box corresponding to one of the entity categories or a predetermined association relationship. It is understood that when initially entered into the data structure interface, the default state of the system in which the plurality of filter boxes may be the full selection state. In one example, as shown in FIG. 20, a plurality of filter boxes corresponding to named class entities, action class entities, dependencies, parent-child relationships, and process relationships are included, and each filter box is in a selected state.

Accordingly, in a specific embodiment, after step S143, it may include: responding to the deselection operation of the screening frames corresponding to the entity categories, and hiding at least entity icons corresponding to the entity categories in a data structure interface; and responding to the confirmation selection operation of the screening frames corresponding to the entity categories, and at least restoring the display of the entity icons corresponding to the entity categories in the data structure interface. In one example, hiding at least entity icons corresponding to respective entity categories in the data structure interface may further include: the links associated with the corresponding entity icons are hidden. Restoring at least the display of the entity icons corresponding to the respective entity categories in the data structure interface may include: restoring the connection line related to the corresponding entity icon. In a specific example, based on fig. 20, in response to a deselection operation (for example, clicking on a filtering box) of a filtering box corresponding to an action class entity, an entity icon corresponding to the action class entity and a related connection line are hidden, and the data structure interface is shown in fig. 21. Further, based on fig. 21, in response to a confirmation selection operation (for example, clicking on the filtering box) of the filtering box corresponding to the action class entity, the display of the entity icon and the related connection line corresponding to the action class entity is resumed, and the data structure interface is shown in fig. 20.

In another specific embodiment, after step S143, it may include: in response to the deselection operation of the screening frames corresponding to the various preset association relations, connecting lines corresponding to the various preset association relations are hidden in the data structure interface; and responding to the confirmation selection operation of the screening frames corresponding to the various preset association relations, and restoring the display of the connecting lines corresponding to the various preset association relations in the data structure interface. In one example, based on fig. 20, in response to a deselection operation of the filtering box corresponding to the dependency relationship, the connection line corresponding to the dependency relationship is hidden, and the data structure interface is shown in fig. 22. Further, based on fig. 22, in response to a confirmation selection operation (for example, clicking on the filter box) of the filter box corresponding to the attachment relationship, the display of the link corresponding to the attachment relationship is resumed, and the data structure interface is shown in fig. 20.

In addition, in one embodiment, the data structure interface further includes an object switching area, where the object switching area includes object icons corresponding to respective objects in the plurality of objects. In one example, as shown in fig. 23, an object switching region 231 is shown. Further, in a specific embodiment, the plurality of objects includes a second object (which is another object different from the first object), and after step S143, the method may further include: and responding to a trigger instruction of an object icon corresponding to a second object in the object switching area, and switching to a data structure interface aiming at the second object. In one example, based on fig. 23, in response to a click operation on an object icon corresponding to a logistics field in the object switching area 231, the data structure interface for the logistics field shown in fig. 24 is switched.

In another aspect, in one embodiment, the data structure interface further includes an interface switching area, where the area includes a first interface icon, a second interface icon, and a third interface icon for the global interface, and the data flow interface and the data structure interface respectively. In one example, as shown in fig. 25, an interface switching region 251 is shown. Further, in a specific embodiment, after step S143, the method may further include: and responding to a trigger instruction for the first interface icon, and switching to the global interface. In one example, in response to a click command on the global icon in FIG. 25, the switch is made to the dataflow interface shown in FIG. 2. In another specific embodiment, after step S143, the method may further include: and responding to a triggering instruction to the second interface icon, and switching to the data flow interface. In one example, in response to a click command on the flow icon in FIG. 25, the switch is made to the data flow interface shown in FIG. 8. It should be noted that, for the description of the interface switching area in the data structure interface, reference may also be made to the description of the interface switching area in the global interface or the data flow interface.

In a word, by adopting the data display method provided by the embodiment of the specification, the visual display of the data processing flow and the processing result can be realized, so that the overall control, clear viewing and value tracking are facilitated, and various requirements of users are further met.

According to an embodiment of another aspect, a display device is also provided. FIG. 26 illustrates a presentation of data according to one embodiment. As shown in fig. 26, the apparatus 2600 includes:

an obtaining unit 2610 configured to obtain object names of a plurality of objects, and data indexes corresponding to the respective objects, where the data indexes include at least data amounts. The determining unit 2620 is configured to determine, based on the data amounts of the respective objects, a volume of a stereoscopic region corresponding to the respective objects in the global interface, wherein the volume is positively correlated with the data amounts, and the stereoscopic region displays the object name and the data amounts of the corresponding objects. A presentation unit 2630 configured to present a global interface comprising the stereoscopic region to a user based at least on the determined volume.

In one embodiment, the volumetric region is shaped as a sphere, the radius of which is proportional to the amount of data.

In one embodiment, the data index is determined based on a data table corresponding to the respective object, and the data index further includes at least one of the following: the number of data tables, the number of models, the number of items and the consumption is calculated; the apparatus further comprises: the display unit is configured to respond to the movement of the input control to the stereoscopic region corresponding to each object and display the data index corresponding to each object; and the hiding unit is configured to hide the displayed data indexes corresponding to the objects in response to the movement of the input control from the stereoscopic region corresponding to the objects.

In one embodiment, the acquisition unit 2610 is further configured to: obtaining statistical data indexes corresponding to the plurality of objects, wherein the statistical data indexes comprise at least one of the following: the total data quantity corresponding to the plurality of objects, the ratio of the data quantity of each object relative to the total data quantity, the total number of data tables corresponding to the plurality of objects, the total number of models, the total number of items, and the total consumption amount are calculated; the presentation unit 2630 is specifically configured to: and displaying the statistical data index in a global interface comprising the three-dimensional area.

In one embodiment, in the global interface, a plurality of stereoscopic regions corresponding to a plurality of objects are rotated together around the same central axis.

In a specific embodiment, in the global interface, a plurality of stereoscopic regions corresponding to a plurality of objects rotate together around the same central axis; the display unit is specifically configured to: and stopping the rotation of the plurality of three-dimensional areas, and displaying the data indexes corresponding to the objects. The hidden unit is specifically configured to: and enabling the plurality of three-dimensional areas to resume rotation and hiding the displayed data indexes corresponding to the objects.

In a specific embodiment, the global interface includes a central region located at the central axis; the device further comprises a first switching unit configured to switch the current view from the global interface to a data flow interface in response to a trigger instruction to the central area, wherein the data flow interface is used for showing, and a processing flow of a data table corresponding to each object is generated.

In one embodiment, the plurality of objects includes a first object, and the apparatus further includes a first switching unit configured to switch to a data structure interface corresponding to the first object in response to a trigger instruction for a stereoscopic region corresponding to the first object.

In one embodiment, the global interface includes an interface switching area, and the interface switching area includes a first interface icon, a second interface icon and a third interface icon for the global interface, the data flow interface and the data structure interface respectively; the apparatus further comprises a third switching unit configured to: responding to a triggering instruction of the second interface icon, and switching to a data flow interface; or, responding to a trigger instruction of the third interface icon, and switching to a data structure interface corresponding to a first object, wherein the first object is any object or a preset object in the plurality of objects.

On the other hand, in one embodiment, the first switching unit or the third switching unit specifically includes: the first acquisition subunit is configured to acquire phase indexes corresponding to each data processing phase in a plurality of data processing phases, wherein the plurality of data processing phases at least comprise processing phases, the processing phases are used for generating data tables corresponding to the objects, and the total number of the data tables of the plurality of objects is included in the processing phase indexes corresponding to the processing phases; a first determining subunit configured to determine, based on the stage index, a stage area corresponding to the respective data processing stages, wherein a processing stage area corresponding to the processing stage displays a total number of the data tables; a first presentation subunit configured to present a data flow interface to a user comprising the phase region.

Further, in a specific embodiment, the plurality of data processing stages further include an acquisition stage and an application stage, the acquisition stage index corresponding to the acquisition stage includes a total data access progress, and the application stage index corresponding to the application stage includes an application channel; the determining subunit is specifically configured to: determining an acquisition phase area corresponding to the acquisition phase, wherein the acquisition phase area displays the data access progress; and determining an application stage area corresponding to the application stage, wherein the application stage area displays the application channel.

In one example, the application channels include at least one of ad hoc queries, interactive queries, and algorithm invocations.

In one example, the acquisition stage index further includes names of a plurality of data sources, and data access progress corresponding to each of the data sources; the processing stage index also comprises names of a plurality of definition items corresponding to the processing rule, the content quantity of each definition item and the total quantity of models, wherein the plurality of definition items comprise business limits, business processes and atomic indexes; the application stage index also includes the number of APIs, the number of APPs and the number of users.

In another specific embodiment, the first switching unit further includes a display subunit configured to display, in response to the movement of the input control to the stage area corresponding to each data processing stage, a stage index corresponding to each data processing stage; and a hiding subunit configured to hide the displayed data indexes corresponding to the data processing stages in response to the input control being moved out of the stereoscopic region corresponding to the data processing stages.

In one embodiment, the data flow interface includes an interface switching area, where the interface switching area includes a first interface icon, a second interface icon, and a third interface icon for the global interface, the data flow interface, and the data structure interface, respectively; the first switching unit further comprises a first switching subunit configured to switch to the global interface in response to a trigger instruction to the first interface icon; or, responding to a trigger instruction of the third interface icon, and switching to a data structure interface corresponding to a first object, wherein the first object is any object or a preset object in the plurality of objects.

In yet another aspect, in one embodiment, the first switching unit or the third switching unit specifically includes: a second obtaining subunit configured to obtain a plurality of entities defined in a data table corresponding to the first object and categories of the entities therein; a second determining subunit, configured to determine, based on the category, a layout of a plurality of entity icons corresponding to the plurality of entities in the data structure interface, where the plurality of entity icons are arranged in a plurality of layers, and each layer corresponds to one category; and a second presentation subunit configured to present a data structure interface including the plurality of entity icons to a user based on the layout.

In a specific embodiment, in the layout, the entity icons included in each of the plurality of layers form an arc shape, and the plurality of layers form a multi-layer arc structure surrounding the stereoscopic region corresponding to the first object.

Further, in one example, the plurality of layers includes a first layer including a first number of physical icons and a second layer including a second number of physical icons, the first number being greater than the second number, the first layer being disposed outwardly relative to the second layer.

In another aspect, in a specific embodiment, the second obtaining subunit is further configured to obtain a set of entities having a predetermined association relationship; the determining subunit is specifically configured to connect entity icons corresponding to each entity in the group of entities based on a predetermined connection mode corresponding to the predetermined association relationship.

Further, in an example, the predetermined association relationship is an association relationship between entities of the same layer or an association relationship between entities of different layers.

In one example, the predetermined association relationship includes any one of the following: including relationships, composition relationships, positional relationships, parent-child relationships, dependency relationships, and process relationships.

In one example, the plurality of entities include named class entities, the predetermined association relationship is an attachment relationship, and each entity in the corresponding group of entities is a named class entity; the determining subunit is specifically configured to: and connecting entity icons corresponding to the entities based on a dotted line connection mode corresponding to the predetermined attachment relation.

In one example, the plurality of entities include named class entities and action class entities, the predetermined association relationship is a process relationship, and the corresponding group of entities includes at least one action class entity and at least two named class entities; the connection subunit is specifically configured to: and connecting entity icons corresponding to the entities based on a fold line connection mode corresponding to the predetermined attachment relation.

In a specific embodiment, the second switching unit further includes a highlighting subunit configured to highlight at least one entity icon connected to a certain entity icon and a corresponding connection line in response to the input control moving to the certain entity icon of the plurality of entity icons.

In one example, the highlighting includes one or more of bolding, highlighting, and color changing.

In a specific embodiment, the second rendering subunit is further configured to: and displaying user interaction options in a data structure interface comprising the entity icons, wherein the user interaction options comprise a plurality of screening boxes, and each screening box corresponds to an entity category or a preset association relation.

In one example, the second switching unit further includes: the first response unit is configured to respond to the deselection operation of the screening frames corresponding to the entity categories and hide entity icons corresponding to the entity categories in the data structure interface; and the second response unit is configured to respond to the confirmation selection operation of the screening frames corresponding to the entity categories and resume the display of the entity icons corresponding to the entity categories in the data structure interface.

In one example, the second switching unit further includes: a third response unit configured to conceal, in response to a deselection operation of a screening frame corresponding to various predetermined association relationships, a connection line corresponding to the various predetermined association relationships in the data structure interface; and a fourth response unit configured to resume display of the connection lines corresponding to the various predetermined association relationships in the data structure interface in response to a confirmation selection operation of the filter frame corresponding to the various predetermined association relationships.

In a specific embodiment, the data structure interface includes an object switching area, where the object switching area includes object icons corresponding to each of a plurality of objects, and the plurality of objects includes a second object; the second switching unit further comprises a second switching subunit configured to switch to a data structure interface for a second object in response to a trigger instruction for an object icon corresponding to the second object in the object switching area.

In a specific embodiment, the data structure interface includes an interface switching area, where the interface switching area includes a first interface icon, a second interface icon, and a third interface icon for the global interface, the data flow interface, and the data structure interface, respectively; the second switching unit further comprises a third switching subunit configured to switch to the global interface in response to a trigger instruction to the first interface icon; or, responding to a trigger instruction to the second interface icon, and switching to the data flow interface.

In a word, the data display device provided by the embodiment of the specification can realize visual display of the data processing flow and the processing result, so that the overall control, clear viewing and value tracking are facilitated, and various requirements of users are further met.

As above, according to an embodiment of a further aspect, there is also provided a computer-readable storage medium having stored thereon a computer program which, when executed in a computer, causes the computer to perform the method described in connection with fig. 1, or fig. 9 or fig. 14.

According to an embodiment of yet another aspect, there is also provided a computing device including a memory having executable code stored therein and a processor that, when executing the executable code, implements the method described in connection with fig. 1, or 9 or 14.

Those of skill in the art will appreciate that in one or more of the above examples, the functions described in the various embodiments disclosed herein may be implemented in hardware, software, firmware, or any combination thereof. When implemented in software, these functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium.

While the foregoing detailed description has described the objects, aspects and advantages of the embodiments disclosed herein in further detail, it should be understood that the foregoing detailed description is merely illustrative of the embodiments disclosed herein and is not intended to limit the scope of the embodiments disclosed herein, but rather any modifications, equivalents, improvements or the like that may be made to the embodiments disclosed herein are intended to be included within the scope of the embodiments disclosed herein.

Claims

1. A method of displaying data, comprising:

acquiring object names of a plurality of objects and data indexes corresponding to each field, wherein the data indexes at least comprise data quantity;

determining the volume of a three-dimensional area corresponding to each object in a global interface based on the data volume of each object, wherein the volume is positively correlated with the data volume, and the three-dimensional area displays the object name and the data volume of the corresponding object;

presenting a global interface to a user comprising the stereoscopic region based at least on the determined volume;

responding to a preset triggering instruction, switching to a data flow interface, and specifically comprising the following steps: acquiring stage indexes corresponding to each data processing stage in a plurality of data processing stages, wherein the plurality of data processing stages at least comprise processing stages, the processing stages are used for generating data tables corresponding to the objects, and the processing stage indexes corresponding to the processing stages comprise the total number of the data tables of the objects; determining a stage area corresponding to each data processing stage based on the stage index, wherein the processing stage area corresponding to the processing stage displays the total number of the data tables; a data flow interface including the phase region is presented to the user.

2. The method of claim 1, wherein the volumetric region is shaped as a sphere, the radius of which is proportional to the amount of data.

3. The method of claim 1, wherein the data metrics are determined based on a data table corresponding to the respective domain, the data metrics further comprising at least one of: the number of data tables, the number of models, the number of items and the consumption is calculated;

after the presenting the global interface including the stereoscopic region to the user, the method further includes:

responding to the movement of an input control to a three-dimensional area corresponding to each object, and displaying data indexes corresponding to each object; the method comprises the steps of,

and hiding the displayed data indexes corresponding to the objects in response to the input control moving out of the three-dimensional area corresponding to the objects.

4. The method of claim 1, wherein prior to presenting the user with the global interface comprising the stereoscopic region, further comprising:

obtaining statistical data indexes corresponding to the plurality of objects, wherein the statistical data indexes comprise at least one of the following: the total data quantity corresponding to the plurality of objects, the ratio of the data quantity of each object relative to the total data quantity, the total number of data tables corresponding to the plurality of objects, the total number of models, the total number of items, and the total consumption amount are calculated;

The presenting a global interface to a user that includes the stereoscopic region includes:

and displaying the statistical data index in a global interface comprising the three-dimensional area.

5. The method of claim 1, 2 or 4, wherein in the global interface, a plurality of stereoscopic regions corresponding to a plurality of objects co-rotate about a same central axis.

6. A method according to claim 3, wherein in the global interface, a plurality of stereoscopic regions corresponding to a plurality of objects co-rotate about the same central axis;

the displaying the data indexes corresponding to the objects comprises the following steps:

stopping rotation of the plurality of three-dimensional areas and displaying data indexes corresponding to the objects;

the hiding the displayed data indexes corresponding to the objects comprises the following steps:

and enabling the plurality of three-dimensional areas to resume rotation and hiding the displayed data indexes corresponding to the objects.

7. The method of claim 5, wherein the global interface includes a central region therein that is located at the central axis;

the responding to the preset triggering instruction is switched to a data flow interface, and the method comprises the following steps:

and responding to a triggering instruction to the central area, switching the current view from the global interface to a data flow interface, wherein the data flow interface is used for showing, and generating a processing flow of a data table corresponding to each object.

8. The method of claim 1, wherein the plurality of objects includes a first object, and further comprising, after the presenting to the user a global interface including the stereoscopic region:

and responding to a triggering instruction of the stereoscopic region corresponding to the first object, and switching to the data structure interface corresponding to the first object.

9. The method of claim 1, wherein the global interface includes an interface switching region therein, the interface switching region including first, second, and third interface icons for the global interface, data flow interface, and data structure interface, respectively;

after the presenting the global interface including the stereoscopic region to the user, further comprising:

and responding to a trigger instruction of the third interface icon, switching to a data structure interface corresponding to a first object, wherein the first object is any object or a preset object in the plurality of objects.

10. The method of claim 1, wherein the global interface includes an interface switching region therein, the interface switching region including first, second, and third interface icons for the global interface, data flow interface, and data structure interface, respectively;

and responding to a triggering instruction of the second interface icon, and switching to a data flow interface.

11. The method according to claim 9 or 10, wherein the plurality of data processing stages further comprises an acquisition stage and an application stage, the acquisition stage index corresponding to the acquisition stage comprises a total data access progress, and the application stage index corresponding to the application stage comprises an application channel;

the determining the stage area corresponding to each data processing stage comprises the following steps:

determining an acquisition phase area corresponding to the acquisition phase, wherein the acquisition phase area displays the data access progress; the method comprises the steps of,

and determining an application stage area corresponding to the application stage, wherein the application stage area displays the application channel.

12. The method of claim 11, wherein the application channel comprises at least one of an ad hoc query, an interactive query, and an algorithm call.

13. The method of claim 11, wherein the acquisition phase indicator further comprises names of a plurality of data sources, and a data access schedule corresponding to each of the data sources;

The processing stage index also comprises names of a plurality of definition items corresponding to the processing rule, the content quantity of each definition item and the total quantity of models, wherein the plurality of definition items comprise business limits, business processes and atomic indexes;

the application stage index also includes the number of APIs, the number of APPs and the number of users.

14. The method of claim 13, wherein, after the presenting to the user a data flow interface comprising the phase region, further comprising:

responding to the movement of an input control to a stage area corresponding to each data processing stage, and displaying a stage index corresponding to each data processing stage; the method comprises the steps of,

and hiding the displayed data indexes corresponding to the data processing stages in response to the fact that the input control is moved out of the three-dimensional area corresponding to the data processing stages.

15. The method of claim 10, wherein the dataflow interface includes an interface switching region that includes first, second, and third interface icons for the global, dataflow, and data structure interfaces, respectively;

After the presenting the data flow interface including the stage area to the user, further comprising:

responding to a trigger instruction of the first interface icon, and switching to the global interface; or alternatively, the first and second heat exchangers may be,

16. The method of claim 8, 9, 10, or 15, wherein switching to the data structure interface corresponding to the first object comprises:

acquiring a plurality of entities defined in a data table corresponding to the first object and categories of the entities;

determining the layout of a plurality of entity icons corresponding to the plurality of entities in the data structure interface based on the categories, wherein the plurality of entity icons are arranged on a plurality of layers in the layout, and each layer corresponds to one category;

based on the layout, a data structure interface including the plurality of entity icons is presented to a user.

17. The method of claim 16, wherein in the layout, the physical icons included in each of the plurality of layers form an arc, the plurality of layers forming a multi-layer arc structure surrounding the stereoscopic region to which the first object corresponds.

18. The method of claim 17, wherein the plurality of layers comprises a first layer comprising a first number of physical icons and a second layer comprising a second number of physical icons, the first number being greater than the second number, the first layer being disposed outwardly relative to the second layer.

19. The method of claim 16, wherein prior to determining a layout of a plurality of entity icons corresponding to the plurality of entities in the data structure interface, further comprising:

acquiring a group of entities with a preset association relation;

the determining the layout of the entity icons corresponding to the entities in the data structure interface includes:

and connecting entity icons corresponding to the entities in the group of entities based on a connection mode corresponding to the predetermined association relation.

20. The method of claim 19, wherein the predetermined association is an association between entities of the same layer or an association between entities of different layers.

21. The method of claim 19 or 20, wherein the predetermined association relationship comprises any one of: including relationships, composition relationships, positional relationships, parent-child relationships, dependency relationships, and process relationships.

22. The method of claim 21, wherein the plurality of entities comprise named class entities, the predetermined association is an attachment, and each entity in a corresponding group of entities is a named class entity;

the connecting the entity icons corresponding to the entities in the group of entities includes:

and connecting entity icons corresponding to the entities based on a dotted line connection mode corresponding to the predetermined attachment relation.

23. The method of claim 21, wherein the plurality of entities include named class entities and action class entities, the predetermined association is a process relationship, and the corresponding group of entities includes at least one action class entity and at least two named class entities;

the connecting the entity icons corresponding to the entities in the group of entities includes: and connecting entity icons corresponding to the entities based on a fold line connection mode corresponding to the predetermined attachment relation.

24. The method of claim 19, wherein, after the presenting the user with the data structure interface including the plurality of entity icons, further comprising:

In response to movement of the input control to a particular entity icon of the plurality of entity icons, highlighting at least one entity icon connected to the particular entity icon and a corresponding link.

25. The method of claim 24, wherein the highlighting comprises one or more of bolding, highlighting, and color changing.

26. The method of claim 16, wherein presenting a data structure interface to a user comprising the plurality of entity icons comprises:

and displaying user interaction options in a data structure interface comprising the entity icons, wherein the user interaction options comprise a plurality of screening boxes, and each screening box corresponds to an entity category or a preset association relation.

27. The method of claim 26, wherein after the displaying of the user interaction options in the data structure interface comprising the plurality of entity icons, further comprising:

hiding entity icons corresponding to each entity category in the data structure interface in response to deselection operation of a screening frame corresponding to each entity category; the method comprises the steps of,

and responding to the confirmation selection operation of the screening frames corresponding to the entity categories, and restoring the display of the entity icons corresponding to the entity categories in the data structure interface.

28. The method of claim 26, wherein after the displaying of the user interaction options in the data structure interface comprising the plurality of entity icons, further comprising:

responding to the deselection operation of a screening frame corresponding to various preset association relations, and hiding connecting lines corresponding to the various preset association relations in the data structure interface; the method comprises the steps of,

and responding to the confirmation selection operation of the screening frames corresponding to various preset association relations, and restoring the display of the connecting lines corresponding to the various preset association relations in the data structure interface.

29. The method of claim 16, wherein the data structure interface includes an object switching region, the object switching region including object icons corresponding to respective ones of a plurality of objects, the plurality of objects including a second object;

after the presenting the user with the data structure interface including the plurality of entity icons, the method further comprises:

and responding to a trigger instruction of an object icon corresponding to a second object in the object switching area, and switching to a data structure interface aiming at the second object.

30. The method of claim 16, wherein the data structure interface includes an interface switching region therein, the interface switching region including first, second, and third interface icons for the global, data flow, and data structure interfaces, respectively;

After the presenting the data structure interface including the plurality of entity icons to the user, further comprising:

and responding to a trigger instruction of the second interface icon, and switching to the data flow interface.

31. A device for displaying data, which comprises a display unit, comprising the following steps:

an obtaining unit configured to obtain object names of a plurality of objects, and data indexes corresponding to the objects, where the data indexes at least include data amounts;

a determining unit configured to determine, based on the data amounts of the respective objects, volumes of stereoscopic regions corresponding to the respective objects in the global interface, wherein the volumes are positively correlated with the data amounts, and the stereoscopic regions display object names and the data amounts of the corresponding objects;

a presentation unit configured to present a global interface comprising the stereoscopic region to a user based at least on the determined volume;

the first switching unit is configured to respond to a preset trigger instruction and switch to the data flow interface, and specifically comprises the following steps: acquiring stage indexes corresponding to each data processing stage in a plurality of data processing stages, wherein the plurality of data processing stages at least comprise processing stages, the processing stages are used for generating data tables corresponding to the objects, and the processing stage indexes corresponding to the processing stages comprise the total number of the data tables of the objects; determining a stage area corresponding to each data processing stage based on the stage index, wherein the processing stage area corresponding to the processing stage displays the total number of the data tables; a data flow interface including the phase region is presented to the user.

32. The apparatus of claim 31, wherein the global interface includes an interface switching region therein, the interface switching region including first, second, and third interface icons for the global interface, data flow interface, and data structure interface, respectively;

the apparatus further comprises:

the first switching unit is specifically configured to: responding to a triggering instruction of the second interface icon, and switching to a data flow interface;

and the second switching unit is configured to respond to a trigger instruction of the third interface icon and switch to a data structure interface corresponding to a first object, wherein the first object is any object or a preset object in the plurality of objects.

33. The apparatus of claim 32, wherein the second switching unit specifically comprises:

a second obtaining subunit configured to obtain a plurality of entities defined in a data table corresponding to the first object and categories of the entities therein;

a second determining subunit, configured to determine, based on the category, a layout of a plurality of entity icons corresponding to the plurality of entities in the data structure interface, where the plurality of entity icons are arranged in a plurality of layers, and each layer corresponds to one category;

And a second presentation subunit configured to present a data structure interface including the plurality of entity icons to a user based on the layout.

34. A computer readable storage medium having stored thereon a computer program which, when executed in a computer, causes the computer to perform the method of any of claims 1-30.

35. A computing device comprising a memory and a processor, wherein the memory has executable code stored therein, which when executed by the processor, implements the method of any of claims 1-30.