CN113783909B

CN113783909B - Data demand generation method, device, terminal, server and storage medium

Info

Publication number: CN113783909B
Application number: CN202010524235.6A
Authority: CN
Inventors: 岑东益; 王婷; 黄东庆; 郭润增
Original assignee: Tencent Technology Shenzhen Co Ltd
Current assignee: Tencent Technology Shenzhen Co Ltd
Priority date: 2020-06-10
Filing date: 2020-06-10
Publication date: 2024-01-02
Anticipated expiration: 2040-06-10
Also published as: CN113783909A

Abstract

The application provides a data demand generation method, a device, a terminal, a server and a storage medium, and belongs to the technical field of data processing. The method comprises the following steps: the index system is managed by providing a brand new index management system, the index system is provided to serve as a generation basis of the data demand form based on the defined business theme domains and the derivative indexes, at least one business theme domain is displayed in the index management interface, the corresponding derivative index is displayed in response to a selection instruction of any business theme domain, the corresponding derivative index is determined to be a target index in response to a selection instruction of at least one derivative index, a user can directly select a required index in the index management interface, the data demand form can be automatically generated without manual processing, the situation that indexes in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, and the accuracy and efficiency of generating the data demand are improved.

Description

Data demand generation method, device, terminal, server and storage medium

Technical Field

The present invention relates to the field of data processing technologies, and in particular, to a method, an apparatus, a terminal, a server, and a storage medium for generating a data demand.

Background

With the continuous development of internet services, massive data can be generated in the running process of each internet service. When there is a need for operation analysis and management information processing, a data demand sheet can be generated based on the need provided by the data demand party, so that the needed data can be obtained from the stored data based on the data demand sheet, and the data can be analyzed, so that the running internet service can be maintained and improved based on the analyzed result, or a new internet service can be developed.

At present, when generating a data demand form, a service engineer edits required indexes manually to obtain the data demand form, or copies required indexes from indexes managed by different systems or electronic forms (excels), and pastes the required indexes into the data demand form.

In the implementation process, as different technicians may have differences in naming the same index or calculating logic of the index, the situation that the index in the data demand sheet obtained by manual processing of the service engineer cannot be understood by the data development engineer easily occurs, and the manual processing is long in time consumption and high in labor cost, so that the accuracy and efficiency of generating the data demand are low.

Disclosure of Invention

The embodiment of the application provides a method, a device, a terminal, a server and a storage medium for generating data requirements, which can improve the accuracy and efficiency of generating the data requirements. The technical scheme is as follows:

in one aspect, a method for generating a data requirement is provided, the method comprising:

responding to a demand generation instruction, and acquiring at least one business topic domain in a target index system;

displaying the at least one business topic field in an index management interface;

responding to a selected instruction of any business topic domain, and displaying a derivative index corresponding to the business topic domain in the index management interface, wherein the derivative index is derived from an atomic index, and the atomic index is a minimum granularity unit of the index;

responding to a selected instruction of the at least one derived index in the index management interface, and determining the corresponding derived index as a target index;

based on the target index, a data demand sheet is generated.

In one possible implementation manner, after the obtaining the index input in the search box, the method further includes:

and generating first prompt information in response to the received first search result, and displaying the first prompt information, wherein the first search result is used for indicating that the target index system does not have an input index, and the first prompt information is information for prompting that the target index system does not have the input index.

In one possible implementation, after the obtaining the dimension input in the search box, the method further includes:

and generating second prompt information in response to the received second search result, and displaying the second prompt information, wherein the second search result is used for indicating that the target index system does not have the input dimension, and the second prompt information is used for prompting that the target index system does not have the input dimension.

receiving a new index instruction sent by a terminal, wherein the new index instruction carries an index to be added and an index attribute of the index to be added, and the index attribute is used for indicating data source information and calculation logic information of the index to be added;

and storing the index to be newly increased and the index attribute of the index to be newly increased into the target index system.

In one possible implementation, the method further includes:

receiving an index input in a search box of an index management interface displayed by a terminal;

and if the target index system does not have the index input in the search box, sending a first search result to the terminal, wherein the first search result is used for indicating that the target index system does not have the index input.

In one possible implementation, the method further includes:

receiving dimensions input in a search box of a dimension management interface displayed by a terminal;

and if the target index system does not have the dimension input in the search box, sending a second search result to the terminal, wherein the second search result is used for indicating that the target index system does not have the dimension input.

In one aspect, there is provided a data demand generation apparatus, the apparatus comprising:

the topic domain acquisition module is used for responding to the demand generation instruction and acquiring at least one business topic domain in the target index system;

the first theme zone display module is used for displaying the at least one business theme zone in the index management interface;

the index display module is used for responding to a selected instruction of any business theme domain, displaying a derivative index corresponding to the business theme domain in the index management interface, wherein the derivative index is derived from an atomic index, and the atomic index is a minimum granularity unit of the index;

the first index determining module is used for responding to a selected instruction of the at least one derived index in the index management interface and determining the corresponding derived index as a target index;

And the first demand generation module is used for generating a data demand sheet based on the target index.

In one possible implementation, the index management interface includes a search box;

the apparatus further comprises:

the first index acquisition module is used for acquiring the index input in the search box;

the index display module is used for displaying the index input in the search box at the corresponding business theme domain in the index management interface;

and the second index determining module is used for responding to the selected instruction of the index input in the search box and determining the index input in the search box as a target index.

In one possible implementation, the apparatus further includes:

the first information generation module is used for responding to the received first search result, generating first prompt information, wherein the first search result is used for indicating that the target index system does not have an input index, and the first prompt information is information for prompting that the target index system does not have the input index;

and the first information display module is used for displaying the first prompt information.

In one possible implementation, the index management interface includes a new index option;

the apparatus further comprises:

The first interface display module is used for responding to the triggering operation of the newly added index option and displaying a newly added index interface;

the second index acquisition module is used for acquiring the index to be newly added which is input in the new index interface;

the first sending module is used for sending a new index instruction to the server based on the index to be added, wherein the new index instruction carries the index to be added and the index attribute of the index to be added.

In one possible implementation, the apparatus further includes:

the second theme zone display module is used for displaying the at least one business theme zone in the dimension management interface;

the dimension display module is used for responding to a selection instruction of any business theme domain, and displaying the dimension corresponding to the business theme domain in the dimension management interface;

the first dimension determining module is used for responding to a selected instruction of at least one dimension in the dimension management interface and determining the corresponding dimension as a target dimension;

and the second demand generation module is used for generating a data demand sheet based on the target index and the target dimension.

In one possible implementation, the dimension management interface includes a search box;

the apparatus further comprises:

The second dimension acquisition module is used for acquiring the dimension input in the search box;

the dimension display module is used for displaying the dimension input in the search box in the dimension management interface;

and the second dimension determining module is used for responding to the selected instruction of the dimension input in the search box and determining the dimension input in the search box as a target dimension.

In one possible implementation, the apparatus further includes:

the second information generation module is used for responding to the received second search result to generate second prompt information, the second search result is used for indicating that the target index system does not have the input dimension, and the second prompt information is used for prompting that the target index system does not have the input dimension;

and the second information display module is used for displaying the second prompt information.

In one possible implementation, the dimension management interface includes a newly added dimension option;

the apparatus further comprises:

the second interface display module is used for responding to the triggering operation of the newly added dimension option and displaying the newly added dimension interface;

the third dimension acquisition module is used for acquiring the dimension to be newly added, which is input in the newly added dimension interface;

The second sending module is used for sending a new dimension adding instruction to the server based on the dimension to be added, wherein the new dimension adding instruction carries the dimension to be added.

the first instruction receiving module is used for receiving a new index instruction sent by the terminal, wherein the new index instruction carries an index to be added and an index attribute of the index to be added, and the index attribute is used for indicating data source information and calculation logic information of the index to be added;

the first storage module is used for storing the index to be newly increased and the index attribute of the index to be newly increased to the target index system.

In one possible implementation, the apparatus further includes:

the index matching module is used for matching the index to be newly added with the index stored in the target index system;

the index acquisition module is used for acquiring the index meeting the first preset condition if the index meeting the first preset condition is stored in the target index system;

the first storage module is configured to execute the step of storing the index to be newly added and the index attribute of the index to be newly added to the target index system if the target index system does not store the index satisfying the first preset condition.

In one possible implementation, the apparatus further includes:

the index receiving module is used for receiving the index input in the search box of the index management interface displayed by the terminal;

and the first sending module is used for sending a first search result to the terminal if the target index system does not have the index input in the search box, wherein the first search result is used for indicating that the target index system does not have the index input.

In one possible implementation, the apparatus further includes:

the second instruction receiving module is used for receiving a new dimension adding instruction sent by the terminal, wherein the new dimension adding instruction carries a dimension to be added;

and the second storage module is used for storing the dimension to be newly added to the index system.

In one possible implementation, the apparatus further includes:

the dimension matching module is used for matching the dimension to be newly added with the stored dimension in the target index system;

the dimension acquisition module is used for acquiring the dimension meeting the second preset condition if the dimension meeting the second preset condition is stored in the target index system;

and the second storage module is used for executing the step of storing the dimension to be newly added into the target index system if the dimension meeting the second preset condition is not stored in the target index system.

In one possible implementation, the apparatus further includes:

the dimension receiving module is used for receiving the dimension input in the search box of the dimension management interface displayed by the terminal;

and the second sending module is used for sending a second search result to the terminal if the target index system does not have the dimension input in the search box, wherein the second search result is used for indicating that the target index system does not have the dimension input.

In one aspect, a terminal is provided that includes one or more processors and one or more memories having stored therein at least one program code loaded and executed by the one or more processors to perform operations performed by the method of generating data requirements.

In one aspect, a server is provided that includes one or more processors and one or more memories having stored therein at least one program code loaded and executed by the one or more processors to perform operations performed by the data demand generation method.

In one aspect, a computer readable storage medium having stored therein at least one program code loaded and executed by a processor to perform operations performed by a method of generating the data demand is provided.

In one aspect, an application program product is provided that stores at least one piece of program code that is loaded and executed by a processor of an electronic device to implement the method of generating data requirements described above.

According to the scheme provided by the embodiment of the application, a brand-new index management system is provided for managing an index system, a defined business topic domain and derivative indexes are provided to serve as a generation basis of a data demand form, at least one business topic domain is displayed in an index management interface, a derivative index corresponding to the business topic domain is displayed in the index management interface in response to a selection instruction of any business topic domain, and the corresponding derivative index is determined as a target index in response to a selection instruction of at least one derivative index in the index management interface, so that a user can directly select a required index in the index management interface, the data demand form can be automatically generated without manual processing, the situation that indexes in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, the labor cost is reduced, and the accuracy and the efficiency of generating the data demand are improved.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

FIG. 1 is a schematic diagram of an implementation environment of a method for generating data requirements according to an embodiment of the present application;

FIG. 2 is a flowchart of a method for generating data requirements according to an embodiment of the present application;

FIG. 3 is a flowchart of a method for generating data requirements according to an embodiment of the present application;

FIG. 4 is a flowchart of a method for generating data requirements according to an embodiment of the present application;

FIG. 5 is an interface schematic diagram of an index management interface according to an embodiment of the present disclosure;

FIG. 6 is a flowchart of a method for generating data requirements according to an embodiment of the present application;

FIG. 7 is a flowchart of a method for generating data requirements according to an embodiment of the present application;

FIG. 8 is a flow chart of an added index or dimension provided in an embodiment of the present application;

FIG. 9 is a flowchart of a method for generating data requirements according to an embodiment of the present application;

fig. 10 is a schematic structural diagram of a data requirement generating device according to an embodiment of the present application;

FIG. 11 is a schematic structural diagram of a device for generating data requirements according to an embodiment of the present application;

fig. 12 is a schematic structural diagram of a terminal according to an embodiment of the present application;

fig. 13 is a schematic structural diagram of a terminal according to an embodiment of the present application.

Detailed Description

For the purpose of making the objects, technical solutions and advantages of the present application more apparent, the embodiments of the present application will be described in further detail below with reference to the accompanying drawings.

Related art nouns and terms referred to in this application are explained first:

metadata: data describing the data, the metadata including a dictionary of the data, a relationship of the data to the blood edges, and a characteristic of the data.

The index is as follows: the metadata of a specific type, the measure of the development degree of the energy real object calculated by specific logic, is the intersection of the service and the data, such as the registered user number, the payment amount of the user and the like.

Dimension: the angles of the observation indexes such as the angles of time, age, gender, channel and the like are analyzed.

Index system: from business, through modularized and systematic dimension disassembly, a series of index groups which are uniform organically, relatively independent and can reflect the product rules and the operation conditions are finally formed.

Index system: and (3) based on an index management tool constructed by an index system, automatically synchronizing the subject domain and the business process of the data warehouse from the metadata center, creating indexes according to standardized definition, and sinking the newly created indexes on the data table and the data field corresponding to the metadata center. The index system comprises the following functions: and the management of the topic-dividing domain creates dimension and index, and the dimension and index are searched according to business, topic and keywords.

Fig. 1 is a schematic diagram of an implementation environment of a method for generating a data requirement according to an embodiment of the present application, referring to fig. 1, where the implementation environment includes: a terminal 101 and a server 102.

The terminal 101 may be, but is not limited to, a smart phone, a tablet computer, a notebook computer, a desktop computer, a smart speaker, a smart watch, etc. The terminal 101 and the server 102 may be directly or indirectly connected through wired or wireless communication, which is not limited herein. Terminal 101 may provide a variety of functional services to users based on a variety of internet services provided by server 102. The user may search, browse, chat, view videos, etc. through the terminal 101, and during the search, browse, chat, view videos, etc., the user may generate a large amount of data, and the terminal 101 may acquire the user generated data and transmit the data to the server 102. The terminal 101 may also receive data metrics and data transmitted by the server 102 so that a user may analyze based on the received data metrics and data.

The terminal 101 may refer broadly to one of a plurality of terminals, the present embodiment being illustrated by the terminal 101. Those skilled in the art will recognize that the number of terminals may be greater or lesser. For example, the number of the terminals may be only one, or the number of the terminals may be tens or hundreds, or more, and the number and the device types of the terminals are not limited in the embodiment of the present application.

The server 102 may be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, or may be a cloud server providing cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, a content delivery network (Content Delivery Network, CDN), basic cloud computing services such as big data and an artificial intelligence platform. The server 102 and the terminal 101 may be directly or indirectly connected through wired or wireless communication, which is not limited herein. The server 102 may receive data transmitted from the terminal 101, and the server 102 may also maintain a plurality of databases to store the received data. The database may store the data in the form of a data table, alternatively, other forms of data may be used, and the present application is not limited herein. The server 102 may obtain data required for data analysis from the database in order to send the data to the terminal 101. Alternatively, the number of the servers may be greater or less, which is not limited in the embodiments of the present application. Of course, the server 102 may also include other functional servers to provide more comprehensive and diverse services.

Fig. 2 is a flowchart of a method for generating a data requirement according to an embodiment of the present application, referring to fig. 2, the method includes:

201. and the terminal responds to the demand generation instruction and acquires at least one business theme domain in the target index system.

It should be noted that, the user may trigger the index system at the visual interface of the terminal to trigger the demand generation instruction. The target index hierarchy may include at least one index and at least one dimension, each of which may be classified based on the business topic domain. The business theme zone can be a business zone corresponding to the data index, such as a transaction zone, a user zone, a traffic zone, a commodity stream zone and the like. Through the business topic field, the index or dimension can be classified based on the data field described by the index or dimension.

Through obtaining the business topic field, so that a user can directly obtain corresponding indexes from the corresponding business topic field according to own needs, the user can conveniently check the indexes, the needed indexes are selected from the indexes, manual editing is not needed, the situation that indexes in a data demand sheet obtained through manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, the labor cost is reduced, and the efficiency and the accuracy of generating the data demand are improved.

202. The terminal displays the at least one service theme zone in the index management interface.

It should be noted that, the terminal may use a tag to display the service theme zone. The terminal can sort the service theme domains according to the frequency of using the derivative indexes corresponding to the service theme domains, and rank the service theme domains with higher frequency of using the corresponding derivative indexes in front, so that a plurality of service theme domains are displayed in the index management interface based on the sorting result. Optionally, the terminal may also display each service theme zone in other ordering manners, which is not limited in the embodiment of the present application.

By displaying the business topic domains, the user can directly check the indexes in the corresponding business topic domains, so that the time consumed by checking the indexes in a plurality of unordered indexes by the user is avoided, the efficiency of index selection is improved, and the user experience is improved.

203. The terminal responds to the selected instruction of any business topic domain, and in the index management interface, the derivative index corresponding to the business topic domain is displayed, wherein the derivative index is derived from an atomic index, and the atomic index is the minimum granularity unit of the index.

It should be noted that, the user may trigger the service theme domain in the index management interface according to the needs of the user, and the terminal may respond to the triggering operation of the user to display the derived index in the triggered service theme domain. The derived index may be derived based on an atomic index, which may represent a business data index of the business data information of the minimum granularity unit, such as a registration amount, a payment number, and the like. The derived index can also be generated by combining an atomic index and different modifier words, and the derived index such as the registration amount of nearly 7 days, the number of paid strokes in the last week and the like can be obtained by combining the modifier words by the atomic index.

The derivative indexes of the triggered business topic domains are displayed, so that a user can intuitively see the derivative indexes belonging to the business topic domains, and then can select the derivative indexes, and the efficiency of index selection is improved.

204. And the terminal responds to a selected instruction of the at least one derived index in the index management interface, and determines the corresponding derived index as a target index.

It should be noted that, the user may select at least one derivative index required by the user to trigger the selected instruction for the at least one derivative index.

By directly selecting the needed derived indexes, the derived indexes are obtained without manual editing, the situation that the derived indexes in the data demand sheet obtained through manual processing cannot be understood by data development engineers is avoided, the time consumption of manual processing is reduced, the labor cost is reduced, and the efficiency and the accuracy of generating the data demand are improved.

205. And the terminal generates a data demand sheet based on the target index.

According to the scheme provided by the embodiment of the application, the index system is managed by providing a brand-new index management system, the defined business topic domain and the derivative index are provided to serve as the generation basis of the data demand form, and the business topic domain and the corresponding derivative index are displayed in the index management interface, so that a user can directly select the required index in the index management interface, the data demand form can be automatically generated without manual processing, the situation that the index in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, and the accuracy and efficiency of generating the data demand are improved.

Fig. 3 is a flowchart of a method for generating a data requirement according to an embodiment of the present application, referring to fig. 3, the method includes:

301. The server receives a new index instruction sent by the terminal, wherein the new index instruction carries an index to be added and an index attribute of the index to be added, and the index attribute is used for indicating data source information and calculation logic information of the index to be added.

It should be noted that, the index attribute may also be used to indicate the coding, the name, the statistics period, the collection setting, the measurement unit, and the like of the index, and optionally, the index attribute may also be used to indicate other content, which is not limited in the embodiment of the present application.

302. The server stores the index to be newly increased and the index attribute of the index to be newly increased into the target index system.

According to the scheme provided by the embodiment of the application, the target index system can be updated in time by storing the index to be added and the index attribute in the new index instruction into the target index system, after the new index and the index attribute are stored, a user can directly see the index in the index management interface displayed by the terminal, so that the user can directly select the index to obtain the data demand form without manual processing, the situation that the index in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, the labor cost is reduced, and the accuracy and the efficiency of generating the data demand are improved.

Fig. 4 is a flowchart of a method for generating a data requirement according to an embodiment of the present application, referring to fig. 4, the method includes:

401. and the terminal responds to the demand generation instruction and acquires at least one business theme domain in the target index system.

It should be noted that the target index system may include at least one index defined in advance, and these indexes may represent service data information. The target index system may further include index attributes of the index, such as coding, name, statistics period, data source, calculation logic, collection setting, and measurement unit of the index, and optionally, the index attributes may further include other content, which is not limited in the embodiment of the present application. The business topic field may classify the index based on the data field described by the index, and may include a transaction field, a user field, a traffic field, a commodity field, a logistics field, and the like, and optionally, the business topic field may further include other contents, which are not limited in the embodiments of the present application.

In one possible implementation manner, a user may trigger the index system at a visual interface of the terminal, the terminal may respond to the triggering operation of the user, operate the index system, the user may further trigger a demand generation instruction through any operation, the terminal may respond to the demand generation instruction, send an index system acquisition request to the server, after receiving the index system acquisition request, the server may send a stored service topic domain of the target index system to the terminal, and the terminal may receive the service topic domain sent by the server, so as to achieve acquisition of the service topic domain.

The server may store the target index system index, index attribute, dimension, etc. besides the target index system business theme. The server may also send the index, the index attribute, and the dimension to the terminal when sending to the terminal based on the received index system acquisition request. Optionally, the server may also send other relevant content to the terminal, which is not limited in this embodiment of the present application.

In another possible implementation manner, the terminal may store a service topic domain of the target index system, and after the user triggers the index system on the visual interface of the terminal, the terminal may respond to the triggering operation of the user to generate a demand generation instruction, and further acquire at least one stored service topic domain based on the demand generation instruction.

The terminal can store the index, index attribute, dimension and the like of the target index system besides the service theme of the target index system. The terminal can also acquire the index, the index attribute and the dimension when acquiring the service theme zone. Optionally, the terminal may further store other related content to obtain the stored other content when obtaining the service theme zone, which is not limited in the embodiment of the present application.

402. The terminal displays the at least one service theme zone in the index management interface.

It should be noted that, the specific process of this step may be referred to the above step 202, which is not described herein.

403. The terminal responds to the selected instruction of any business topic domain, and in the index management interface, the derivative index corresponding to the business topic domain is displayed, wherein the derivative index is derived from an atomic index, and the atomic index is the minimum granularity unit of the index.

The derived index may be derived based on an atomic index, where the atomic index may represent a service data index of service data information of a minimum granularity unit, such as a registration amount, a payment number, and the like. Alternatively, the derived index may be generated based on a combination of the atomic index and different modifier words, and by combining the atomic index with the modifier words, derived indexes such as the registered amount of about 7 days, the number of paid notes in the last week, and the like may be obtained.

In one possible implementation manner, the user may determine the corresponding service theme zone according to the derivative index required by the user, and further trigger the corresponding service theme zone to generate a selected instruction for the service theme zone, and the terminal may respond to the selected instruction to display the derivative index corresponding to the service theme zone in the index management interface. For example, if the derivative index required by the user is "the transaction amount of the user near 7 days", the user may trigger the business topic domain corresponding to the derivative index "the transaction amount of the user near 7 days", that is, the transaction domain, to display all the derivative indexes included in the transaction domain, where the derivative index "the transaction amount of the user near 7 days" is included.

It should be noted that, the interface for displaying the derived indexes corresponding to the selected business topic field may refer to fig. 5, fig. 5 is an interface schematic diagram of an index management interface provided in the embodiment of the present application, where five business topic fields including a transaction field 501, a user field 502, a traffic field 503, a commodity field 504 and a material flow field 505 are shown, a user may trigger the transaction field 501 in the business topic field to generate a selected instruction for the transaction field 501, and a terminal may respond to the selected instruction to display four derived indexes corresponding to the transaction field 501 in the index management interface, that is, the number of new user transactions yesterday, the amount of user transactions of the recent 7 days, the number of member transactions of the present day and the amount of member transactions of the present day.

The index management interface can also display the service caliber and the calculation caliber of each derived index, namely, the data source, the calculation logic and the like. For example, for the derived index a, the data corresponding to the derived index a is obtained by adding the data corresponding to the derived index B and the data corresponding to the derived index C, and then the index management interface may display the calculation logic of the derived index a, that is, "derived index a=derived index b+derived index C", and may display the data source of the derived index a, that is, the database information storing the data corresponding to the derived index a. By showing the service caliber and the calculation caliber, a user can directly acquire the data source and the calculation logic of each derived index, and then can determine whether the derived index is a required index or not based on the data source and the calculation logic, so that the accuracy of index selection is improved, and the accuracy of generating data requirements is further improved.

404. And the terminal responds to a selected instruction of the at least one derived index in the index management interface, and determines the corresponding derived index as a target index.

It should be noted that, in the index management interface shown in fig. 5, the index management interface may set a corresponding check box for each derived index in the "whether to join the requirement list" column, so that the user may check the check box corresponding to the required derived index to trigger a selection instruction for any derived index.

In one possible implementation manner, the user may check the check box corresponding to at least one derivative index required by the user, and the terminal may generate a selection instruction for at least one derivative index in response to the operation of the user, and further determine, in response to the selection instruction, the derivative index corresponding to the checked check box as the target index. Still taking the above-mentioned step 404 where the derived index required by the user is "the transaction amount of the user near 7 days" as an example, the user may check the check box of the derived index "the transaction amount of the user near 7 days" among all the derived indexes displayed in the transaction domain, and the terminal may generate a selection instruction of the derived index "the transaction amount of the user near 7 days" in response to the check operation of the user, and determine the derived index "the transaction amount of the user near 7 days" as the target index.

In other possible implementation manners, the index management interface includes a search box, the user can directly input the name of the derivative index required by the user in the search box, the terminal can obtain the index input in the search box, the terminal can determine the corresponding business topic field of the input index based on the input of the user, further display the index input in the search box at the corresponding business topic field in the index management interface, and in response to the selection instruction of the index input in the search box, determine the index input in the search box as the target index. Through searching, indexes required by a user can be rapidly positioned, the user does not need to search by himself, the efficiency of index selection is improved, and the generation efficiency of data requirements is further improved.

When searching the index, the index may be searched according to a service, a theme, a keyword, etc., the terminal may perform matching based on the content input by the user, and the index with the similarity greater than a preset threshold value of the content input by the user is determined as the index corresponding to the content searched by the user, where the preset threshold value may be any value. By searching according to the business, the theme, the keywords and the like, the complete index name does not need to be input, the use threshold of the user is reduced, and the user experience is improved. After the terminal acquires the index input in the search box, the index can be sent to the server, the server can receive the index input in the search box of the index management interface displayed by the terminal, if the target index system does not exist the index input in the search box, a first search result is sent to the terminal, the first search result is used for indicating that the target index system does not exist the index input, the terminal can receive the first search result sent by the server, and generates first prompt information in response to the received first search result, the first prompt information is displayed, and the first prompt information is information for prompting that the target index system does not exist the index input. The first prompt information is displayed so that a user can know the condition that no index is needed by the user in the target index system in time, and then the needed index can be newly added in the target index system in time, and the efficiency is improved.

It should be noted that the target index system may include at least one dimension that is predefined, where the dimensions may represent angles of analysis and observation indexes, and may be used to represent different attributes of a piece of data, for example, a piece of data may include multiple dimensions of time, age, gender, etc., so that, based on the piece of data, more reference information may be provided, for example, for a piece of data that represents a registration amount, information may include multiple different angles of time of registration of a user, age of a registered user, gender of a registered user, etc. By combining indexes and dimensions, a plurality of index systems can be obtained, wherein the index systems are a series of index groups which are organically unified and relatively independent and can reflect business rules, economic conditions and the like through observation view angles of different dimensions. After determining the target index based on the steps 401 to 404, the index to be acquired may be further defined based on the dimensions stored in the target index system, that is, the target dimension is determined through the steps 405 to 407 described below, so as to jointly generate the data requirement list based on the target index and the target dimension.

405. And the terminal displays the at least one service theme zone in the dimension management interface.

It should be noted that, the dimension may be classified based on the data field described by the dimension through the service topic field, and the service topic field for classifying the dimension may be the same as or different from the service topic field for classifying the index, which is not limited in the embodiment of the present application. For example, dimensions may also be categorized by transaction domain, user domain, traffic domain, commodity domain, logistics domain, etc., and optionally may also be categorized by other business topic domain.

It should be noted that, the terminal may use a tag to display the service theme zone. The terminal can sort the service theme domains according to the frequency of the corresponding dimensions of the service theme domains, and rank the service theme domains with higher frequency of the corresponding dimensions in front, so that a plurality of service theme domains are displayed in the dimension management interface based on the sorting result. Optionally, the terminal may also display each service theme zone in other ordering manners, which is not limited in the embodiment of the present application.

By displaying the business topic domains, a user can directly view the dimensions in the corresponding business topic domains, so that the user is prevented from consuming time in view in a plurality of unordered dimensions, the efficiency of dimension selection is improved, and the user experience is improved.

406. And the terminal responds to a selected instruction of any business theme zone, and displays the dimension corresponding to the business theme zone in the dimension management interface.

In one possible implementation manner, the user may determine a corresponding service theme zone according to a dimension required by the user, and further trigger the corresponding service theme zone to generate a selected instruction for the service theme zone, and the terminal may respond to the selected instruction to display the dimension corresponding to the service theme zone in the dimension management interface. For example, if the index required by the user is "the transaction amount of the male user on the day approximately" 7 ", after the user determines that the target index is" the transaction amount of the user on the day approximately "7" through steps 401 to 404, the user may trigger the business topic field corresponding to the dimension of the gender, that is, the user field, to display all the dimensions included in the user field, where the dimension of the gender is included.

It should be noted that, when the terminal displays the dimension of the gender, the terminal can also display the dimension of the gender corresponding to the lower dimension, that is, two different dimensions of the male and female, so that the user can directly select according to the needs of the user.

407. And the terminal responds to a selected instruction of at least one dimension in the dimension management interface, and the corresponding dimension is determined to be the target dimension.

It should be noted that, the index management interface may set a corresponding check box for each dimension at a position corresponding to each dimension, so that a user may check the check box corresponding to the required dimension to trigger a selection instruction for any dimension.

In one possible implementation manner, the user may check the check box corresponding to at least one dimension required by the user, and the terminal may generate a selection instruction for at least one dimension in response to the operation of the user, and further determine, in response to the selection instruction, a dimension corresponding to the checked check box as a target dimension. Taking the above-mentioned step 406 that the index required by the user is "the transaction amount of the male user on the day close to 7" as an example, the user may sort out the sort box corresponding to the dimension of the male in all dimensions displayed in the user domain, and the terminal may generate a sort instruction for the dimension of the male in response to the sort operation of the user, so as to determine the dimension of the male as the target dimension.

In other possible implementation manners, the dimension management interface includes a search box, the user can directly input the name of the dimension required by the user in the search box, the terminal can acquire the dimension input in the search box, the terminal can determine the business topic domain corresponding to the input dimension based on the input of the user, further display the dimension input in the search box at the corresponding business topic domain in the dimension management interface, and determine the dimension input in the search box as the target dimension in response to the selection instruction of the dimension input in the search box. Through searching, the dimension required by the user can be rapidly positioned, the user does not need to search by himself, the efficiency of dimension selection is improved, and the generation efficiency of data requirements is further improved.

When searching the dimensions, the dimensions may be searched according to services, topics, keywords, and the like, the terminal may perform matching based on the content input by the user, and the dimensions with the similarity greater than a preset threshold value with respect to the content input by the user are determined as dimensions corresponding to the content searched by the user, where the preset threshold value may be any value. By searching according to the business, the theme, the keywords and the like, the complete dimension name is not required to be input, the use threshold of the user is reduced, and the user experience is improved. After the terminal obtains the dimension input in the search box, the dimension can be sent to the server, the server can receive the dimension input in the search box of the dimension management interface displayed by the terminal, if the target index system does not have the dimension input in the search box, a second search result is sent to the terminal, the second search result is used for indicating that the target index system does not have the dimension input, the terminal can receive the second search result sent by the server, and generates second prompt information in response to the received second search result, the second prompt information is displayed, and the second prompt information is information for prompting that the target index system does not have the dimension input. The second prompt information is displayed so that a user can know the condition that no dimension needed by the user exists in the target index system in time, and further the needed dimension can be newly added in the target index system in time, and efficiency is improved.

It should be noted that, the steps 405 to 407 are optional steps, the terminal may directly generate the data requirement list based on the target index after the steps 401 to 404 are performed, or may generate the data requirement list based on the target index and the target requirement through the following step 408 after the steps 401 to 407 are performed, which method is not limited in the embodiment of the present application.

408. And the terminal generates a data demand sheet based on the target index and the target dimension.

It should be noted that, after the terminal generates the data requirement list based on the index and the target dimension, the service engineer may provide the generated data requirement list to the data development engineer, and the data development engineer may obtain corresponding data according to the data requirement list, so as to feed the data back to the service engineer, so that the service engineer may perform analysis based on the received data.

According to the scheme provided by the embodiment of the application, the index system is managed by providing a brand-new index management system, the defined business topic domain and the derivative index are provided to serve as the generation basis of the data demand form, and the business topic domain and the corresponding derivative index are displayed in the index management interface, so that a user can directly select the required index in the index management interface, the data demand form can be automatically generated without manual processing, the situation that the index in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, and the accuracy and efficiency of generating the data demand are improved. According to the stored indexes and dimensions in the index system, the data demand list adapting to various service demand lists can be quickly and flexibly generated, and the association mapping relation between the unified index system and each demand content is established, so that the demands become systemized, various service requirements can be effectively met, and the situation of unreasonable demands generated during manual processing is avoided. The unified index system is convenient for service engineers and data development engineers to achieve consistent understanding, avoids the problems that index naming modes are inconsistent, calculation logic is inconsistent and data sources and calculation apertures of indexes cannot be clearly known due to inconsistent understanding of the index system, reduces communication cost, ensures uniqueness of data indexes, solves the problem of expansion of the data indexes, further improves the efficiency of data processing and use, and increases the overall data professional level of users in the service. The user can also search the required index or dimension in the index system directly, and further check the index or dimension obtained by searching to generate a data demand list, so that the required index or dimension can be rapidly and accurately positioned, and the generation efficiency of the data demand is improved.

Fig. 6 is a flowchart of a method for generating a data requirement according to an embodiment of the present application, referring to fig. 6, the method includes:

601. and the terminal responds to the triggering operation of the newly added index option and displays a newly added index interface.

It should be noted that, the index management interface includes a new index option, so that a user can check derived indexes of each service theme domain, and when no index is found or the search does not find the index, the user can add the index in the target index system.

In one possible implementation, the user may trigger the newly added index option in the interface shown in fig. 5, and the terminal may display the newly added index interface in response to a triggering operation of the user.

602. The terminal acquires the index to be newly increased which is input in the new index interface.

The new index interface may include an input box, so that a user may input an index that he wants to be added in the input box.

In one possible implementation manner, the user may input the index to be newly added in the input box of the index interface, and the terminal may acquire the index to be newly added input in the index interface after detecting the input operation of the user.

By the function of adding the new index, when no index is needed by a user in the index system, the new index can be timely created, and normal operation of the service is ensured.

603. And the terminal sends a new index instruction to the server based on the index to be newly increased, wherein the new index instruction carries the index attribute of the index to be newly increased and the index attribute of the index to be newly increased.

It should be noted that, the terminal may generate a new index instruction based on the index to be newly added, and then send the new index instruction to the server.

604. And the server receives the new index instruction sent by the terminal.

605. And the server matches the index to be newly added with the index stored in the target index system.

It should be noted that, the server may match the index to be newly added with the index stored in the target index system, so as to determine the similarity between the index to be newly added and the index stored in the target index system. Optionally, the server may further check the index attribute of the index to be added to determine whether the index to be added is reasonable, if the index to be added is reasonable, execute step 607, store the index attribute of the index to be added and the index attribute of the index to be added to the target index system, and if the index to be added is not reasonable, store the index attribute of the index to be added and the index attribute of the index to be added. For example, the data source, calculation logic, statistical period, etc. of the index to be newly added may be checked.

606. If the target index system stores the index meeting the first preset condition, the server acquires the index meeting the first preset condition.

The first preset condition may be that the similarity between the stored index and the index to be newly added in the target index system is greater than a preset threshold, and the preset threshold may be any value, which is not limited in the embodiment of the present application. Alternatively, the first preset condition may be of another type, which is not limited in the embodiment of the present application.

607. If the target index system does not store the index meeting the first preset condition, the server stores the index to be newly increased and the index attribute of the index to be newly increased into the target index system.

By the function of the new index, when no index is needed by a user in the index system, the new index can be timely created, normal operation of the service is guaranteed, and when the index is newly added, the stored index and the index to be newly added in the target index system are checked, so that rationality of the index to be newly added can be guaranteed, and unreasonable indexes are avoided.

Fig. 7 is a flowchart of a method for generating a data requirement according to an embodiment of the present application, referring to fig. 7, the method includes:

701. And the terminal responds to the triggering operation of the newly added dimension option and displays a newly added dimension interface.

It should be noted that, the dimension management interface includes a new dimension option, so that a user can check the dimension of each business topic domain, and when the user does not find the dimension required by the user, or searches for the dimension required by the user, the user can add the dimension required by the user in the target index system.

In one possible implementation, the user may trigger the newly added dimension option in the interface as shown in fig. 5, and the terminal may display the newly added dimension interface in response to a triggering operation of the user.

702. And the terminal acquires the dimension to be newly added which is input in the newly added dimension interface.

The new dimension interface may include an input box, so that a user may input a dimension that he wants to add in the input box.

In one possible implementation manner, the user may input the dimension to be newly added in the input box of the newly added dimension interface, and the terminal may acquire the dimension to be newly added input in the newly added dimension interface after detecting the input operation of the user.

By the function of adding the dimension, when the dimension required by the user does not exist in the index system, the new dimension can be created in time, and the normal operation of the service is ensured.

703. And the terminal sends a new dimension instruction to the server based on the dimension to be newly added, wherein the new dimension instruction carries the dimension to be newly added.

It should be noted that, the terminal may generate a new dimension instruction based on the dimension to be newly added, and then send the new dimension instruction to the server.

704. And the server receives the newly-added dimension instruction sent by the terminal.

705. And the server matches the dimension to be newly added with the stored dimension in the target index system.

It should be noted that, the server may match the dimension to be newly added with the dimension stored in the target index system, so as to determine the similarity between the dimension to be newly added and the dimension stored in the target index system.

706. If the dimension meeting the second preset condition is stored in the target index system, the server acquires the dimension meeting the second preset condition.

The second preset condition may be that the similarity between the stored dimension and the dimension to be newly added in the target index system is greater than a preset threshold, where the preset threshold may be any value, which is not limited in the embodiment of the present application. Alternatively, the second preset condition may be of another type, which is not limited in the embodiment of the present application.

707. If the dimension meeting the second preset condition is not stored in the target index system, the server stores the dimension to be newly added into the target index system.

Through the function of the newly added dimension, when no dimension required by a user exists in the index system, the new dimension can be timely created, normal operation of the service is guaranteed, and when the dimension is newly added, the stored dimension in the target index system can be checked, so that reasonability of the dimension to be newly added can be guaranteed, and repeated or similar dimensions are avoided.

It should be noted that, for the process of adding a dimension in the embodiment shown in fig. 6 and the process of adding a dimension in the embodiment shown in fig. 7, refer to the flowchart shown in fig. 8, fig. 8 is a flowchart of adding a new index or dimension provided in the embodiment of the present application, a user clicks a new index option on an index management interface or clicks a new dimension option on a dimension management interface through step 801, further submits a new index requirement or a new dimension requirement through step 802, a terminal may evaluate the requirement through step 803 based on the received new index requirement or the new dimension requirement, further judge whether the index or dimension to be added exists through step 804, if the index or dimension to be added exists, directly end the process of adding the new index or dimension, if the index or dimension to be added does not exist, design a corresponding model through step 805, develop a code through step 806, verify the data generated by the new index or dimension and release the designed model on line, and store the new index or dimension into the target index system through step 808. After the new index or dimension is added in the target index system, the index system can display the new index or dimension in the corresponding interface and theme domain, and the user can select the new index or dimension based on the index system so as to generate a data requirement list based on the new index or dimension.

It should be noted that, the methods shown in fig. 4, fig. 6 and fig. 7 may be used in combination, that is, when the required index or dimension is not found by direct checking or searching, the required index or dimension may be generated by adding the new index or dimension, further, a data demand form is generated based on the newly added index or dimension, a specific process may refer to a flowchart shown in fig. 9, fig. 9 is a flowchart of a data demand generation method provided in this embodiment, a service engineer may determine an index system (including the index and dimension) required by operation analysis, management or other service scenarios according to the service demand through step 901, perform classification extraction in an index system according to the required index system through step 902, extract the required index or dimension in indexes or dimensions predefined under different catalogues, determine whether the required index or dimension is in the index system through step 903, and further, generate the data demand form 910 by directly extracting the required index or dimension in the index system if the required index system is required. If there is no needed index or dimension in the index system, then through step 905, a new index or dimension is applied for in the index system, so that the new index or dimension to be added can be checked by a architect, a data analyst, etc. through step 906, if the check is passed, the new index or dimension is added in the index system through step 907, and if the check is not passed, it can be determined that there is an index or dimension in the index system that can replace the new index or dimension to be added in step 908, then the index or dimension that can replace the new index or dimension to be added can be extracted in the index system through step 909, and then a data requirement list is generated through step 910, so as to provide the relevant data development engineer.

Any combination of the above optional solutions may be adopted to form an optional embodiment of the present application, which is not described herein in detail.

Fig. 10 is a schematic structural diagram of a data requirement generating device provided in an embodiment of the present application, and referring to fig. 10, the device is applied to a terminal, and includes:

a topic domain obtaining module 1001, configured to obtain at least one business topic domain in the target index system in response to a demand generation instruction;

a first topic domain display module 1002, configured to display the at least one business topic domain in an index management interface;

the index display module 1003 is configured to respond to a selection instruction for any service topic domain, and display, in the index management interface, a derived index corresponding to the service topic domain, where the derived index is an index derived from an atomic index, and the atomic index is a minimum granularity unit of the index;

a first index determining module 1004, configured to determine, in response to a selected instruction for the at least one derived index in the index management interface, a corresponding derived index as a target index;

a first demand generation module 1005 is configured to generate a data demand sheet based on the target indicator.

According to the device provided by the embodiment of the application, the index system is managed by providing a brand-new index management system, the defined business topic domain and the derivative index are provided to serve as the generation basis of the data demand form, and the business topic domain and the corresponding derivative index are displayed in the index management interface, so that a user can directly select the required index in the index management interface, the data demand form can be automatically generated without manual processing, the situation that the index in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, and the accuracy and efficiency of generating the data demand are improved.

the apparatus further comprises:

In one possible implementation, the apparatus further includes:

the apparatus further comprises:

In one possible implementation, the apparatus further includes:

the apparatus further comprises:

In one possible implementation, the apparatus further includes:

the apparatus further comprises:

Fig. 11 is a schematic structural diagram of a data demand generating device provided in an embodiment of the present application, referring to fig. 11, applied to a server, where the device includes:

A first instruction receiving module 1101, configured to receive a new indicator instruction sent by a terminal, where the new indicator instruction carries an indicator to be added and an indicator attribute of the indicator to be added, where the indicator attribute is used to indicate data source information and calculation logic information of the indicator to be added;

the first storage module 1102 is configured to store the index to be added and the index attribute of the index to be added to the target index system.

According to the device provided by the embodiment of the application, the to-be-added index and the index attribute in the newly-added index instruction are stored in the target index system, the target index system can be updated in time, after the new index and the index attribute are stored, a user can directly see the index in the index management interface displayed by the terminal, so that the user can directly select the index to obtain a data demand form without manual processing, the situation that the index in the data demand form obtained by manual processing cannot be understood by a data development engineer is avoided, the time consumption of manual processing is reduced, the labor cost is reduced, and the accuracy and the efficiency of generating the data demand are improved. In one possible implementation, the apparatus further includes:

In one possible implementation, the apparatus further includes:

It should be noted that: the data request generation device provided in the above embodiment only uses the division of the above functional modules to illustrate when generating a data request sheet, in practical application, the above functional allocation may be performed by different functional modules according to needs, that is, the internal structure of the terminal/server is divided into different functional modules to complete all or part of the functions described above. In addition, the device for generating the data requirement and the method embodiment for generating the data requirement provided in the foregoing embodiments belong to the same concept, and specific implementation processes of the device and the method embodiment are detailed in the method embodiment, and are not repeated here.

Fig. 12 is a schematic structural diagram of a terminal according to an embodiment of the present application. The terminal 1200 may be: a smart phone, a tablet computer, an MP3 player (Moving Picture Experts Group Audio Layer III, motion picture expert compression standard audio plane 3), an MP4 (Moving Picture Experts Group Audio Layer IV, motion picture expert compression standard audio plane 4) player, a notebook computer, or a desktop computer. Terminal 1200 may also be referred to as a user device, portable terminal, laptop terminal, desktop terminal, etc.

In general, the terminal 1200 includes: one or more processors 1201 and one or more memories 1202.

Processor 1201 may include one or more processing cores, such as a 4-core processor, an 8-core processor, or the like. The processor 1201 may be implemented in at least one hardware form of DSP (Digital Signal Processing ), FPGA (Field-Programmable Gate Array, field programmable gate array), PLA (Programmable Logic Array ). The processor 1201 may also include a main processor, which is a processor for processing data in an awake state, also called a CPU (Central Processing Unit ), and a coprocessor; a coprocessor is a low-power processor for processing data in a standby state. In some embodiments, the processor 1201 may be integrated with a GPU (Graphics Processing Unit, image processor) for taking care of rendering and rendering of content that the display screen is required to display. In some embodiments, the processor 1201 may also include an AI (Artificial Intelligence ) processor for processing computing operations related to machine learning.

Memory 1202 may include one or more computer-readable storage media, which may be non-transitory. Memory 1202 may also include high-speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in memory 1202 is used to store at least one program code for execution by processor 1201 to implement the method of generating data requirements provided by the method embodiments herein.

In some embodiments, the terminal 1200 may further optionally include: a peripheral interface 1203, and at least one peripheral. The processor 1201, the memory 1202, and the peripheral interface 1203 may be connected by a bus or signal lines. The individual peripheral devices may be connected to the peripheral device interface 1203 via buses, signal lines, or a circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 1204, a display 1205, a camera assembly 1206, audio circuitry 1207, and a power supply 1209.

The peripheral interface 1203 may be used to connect at least one peripheral device associated with an I/O (Input/Output) to the processor 1201 and the memory 1202. In some embodiments, the processor 1201, the memory 1202, and the peripheral interface 1203 are integrated on the same chip or circuit board; in some other embodiments, either or both of the processor 1201, the memory 1202, and the peripheral interface 1203 may be implemented on separate chips or circuit boards, which is not limited in this embodiment.

The Radio Frequency circuit 1204 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuit 1204 communicates with a communication network and other communication devices via electromagnetic signals. The radio frequency circuit 1204 converts an electrical signal into an electromagnetic signal for transmission, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 1204 includes: antenna systems, RF transceivers, one or more amplifiers, tuners, oscillators, digital signal processors, codec chipsets, subscriber identity module cards, and so forth. The radio frequency circuit 1204 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocol includes, but is not limited to: metropolitan area networks, various generations of mobile communication networks (2G, 3G, 4G, and 5G), wireless local area networks, and/or WiFi (Wireless Fidelity ) networks. In some embodiments, the radio frequency circuit 1204 may also include NFC (Near Field Communication ) related circuits, which are not limited in this application.

The display 1205 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display 1205 is a touch display, the display 1205 also has the ability to collect touch signals at or above the surface of the display 1205. The touch signal may be input as a control signal to the processor 1201 for processing. At this time, the display 1205 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, the display 1205 may be one and disposed on a front panel of the terminal 1200; in other embodiments, the display 1205 may be at least two, respectively disposed on different surfaces of the terminal 1200 or in a folded design; in other embodiments, the display 1205 may be a flexible display disposed on a curved surface or a folded surface of the terminal 1200. Even more, the display 1205 may be arranged in an irregular pattern that is not rectangular, i.e., a shaped screen. The display 1205 can be made of LCD (Liquid Crystal Display ), OLED (Organic Light-Emitting Diode) or other materials.

The camera assembly 1206 is used to capture images or video. Optionally, camera assembly 1206 includes a front camera and a rear camera. Typically, the front camera is disposed on the front panel of the terminal and the rear camera is disposed on the rear surface of the terminal. In some embodiments, the at least two rear cameras are any one of a main camera, a depth camera, a wide-angle camera and a tele camera, so as to realize that the main camera and the depth camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize a panoramic shooting and Virtual Reality (VR) shooting function or other fusion shooting functions. In some embodiments, camera assembly 1206 may also include a flash. The flash lamp can be a single-color temperature flash lamp or a double-color temperature flash lamp. The dual-color temperature flash lamp refers to a combination of a warm light flash lamp and a cold light flash lamp, and can be used for light compensation under different color temperatures.

The audio circuitry 1207 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 1201 for processing, or inputting the electric signals to the radio frequency circuit 1204 for voice communication. For purposes of stereo acquisition or noise reduction, a plurality of microphones may be respectively disposed at different portions of the terminal 1200. The microphone may also be an array microphone or an omni-directional pickup microphone. The speaker is used to convert electrical signals from the processor 1201 or the radio frequency circuit 1204 into sound waves. The speaker may be a conventional thin film speaker or a piezoelectric ceramic speaker. When the speaker is a piezoelectric ceramic speaker, not only the electric signal can be converted into a sound wave audible to humans, but also the electric signal can be converted into a sound wave inaudible to humans for ranging and other purposes. In some embodiments, the audio circuitry 1207 may also include a headphone jack.

The power supply 1209 is used to power the various components in the terminal 1200. The power source 1209 may be an alternating current, a direct current, a disposable battery, or a rechargeable battery. When the power source 1209 includes a rechargeable battery, the rechargeable battery may support wired or wireless charging. The rechargeable battery may also be used to support fast charge technology.

In some embodiments, terminal 1200 also includes one or more sensors 1210. The one or more sensors 1210 include, but are not limited to: an acceleration sensor 1211, a gyro sensor 1212, a pressure sensor 1213, an optical sensor 1215, and a proximity sensor 1216.

The acceleration sensor 1211 may detect the magnitudes of accelerations on three coordinate axes of the coordinate system established with the terminal 1200. For example, the acceleration sensor 1211 may be used to detect components of gravitational acceleration in three coordinate axes. The processor 1201 may control the display 1205 to display a user interface in either a landscape view or a portrait view based on the gravitational acceleration signal acquired by the acceleration sensor 1211. The acceleration sensor 1211 may also be used for the acquisition of motion data of a game or a user.

The gyro sensor 1212 may detect a body direction and a rotation angle of the terminal 1200, and the gyro sensor 1212 may collect a 3D motion of the user on the terminal 1200 in cooperation with the acceleration sensor 1211. The processor 1201 may implement the following functions based on the data collected by the gyro sensor 1212: motion sensing (e.g., changing UI according to a tilting operation by a user), image stabilization at shooting, game control, and inertial navigation.

The pressure sensor 1213 may be disposed at a side frame of the terminal 1200 and/or at a lower layer of the display 1205. When the pressure sensor 1213 is provided at a side frame of the terminal 1200, a grip signal of the terminal 1200 by a user may be detected, and the processor 1201 performs a left-right hand recognition or a shortcut operation according to the grip signal collected by the pressure sensor 1213. When the pressure sensor 1213 is disposed at the lower layer of the display 1205, the processor 1201 controls the operability control on the UI interface according to the pressure operation of the user on the display 1205. The operability controls include at least one of a button control, a scroll bar control, an icon control, and a menu control.

The optical sensor 1215 is used to collect the ambient light intensity. In one embodiment, processor 1201 may control the display brightness of display 1205 based on the intensity of ambient light collected by optical sensor 1215. Specifically, when the intensity of the ambient light is high, the display brightness of the display screen 1205 is turned up; when the ambient light intensity is low, the display brightness of the display screen 1205 is turned down. In another embodiment, processor 1201 may also dynamically adjust the shooting parameters of camera assembly 1206 based on the intensity of ambient light collected by optical sensor 1215.

A proximity sensor 1216, also referred to as a distance sensor, is typically provided on the front panel of the terminal 1200. The proximity sensor 1216 is used to collect the distance between the user and the front of the terminal 1200. In one embodiment, when the proximity sensor 1216 detects that the distance between the user and the front face of the terminal 1200 gradually decreases, the processor 1201 controls the display 1205 to switch from the bright screen state to the off screen state; when the proximity sensor 1216 detects that the distance between the user and the front surface of the terminal 1200 gradually increases, the processor 1201 controls the display 1205 to switch from the off-screen state to the on-screen state.

It will be appreciated by those skilled in the art that the structure shown in fig. 12 is not limiting and that more or fewer components than shown may be included or certain components may be combined or a different arrangement of components may be employed.

Fig. 13 is a schematic structural diagram of a server according to an embodiment of the present application, where the server 1300 may include one or more processors (Central Processing Units, CPU) 1301 and one or more memories 1302, where the one or more memories 1302 store at least one program code, and the at least one program code is loaded and executed by the one or more processors 1301 to implement the methods provided in the foregoing method embodiments. Of course, the server 1300 may also have a wired or wireless network interface, a keyboard, an input/output interface, etc. for performing input/output, and the server 1300 may also include other components for implementing the functions of the device, which are not described herein.

In an exemplary embodiment, a computer readable storage medium, such as a memory comprising program code executable by a processor to perform the method of generating data requirements in the above-described embodiments is also provided. For example, the computer readable storage medium may be Read-Only Memory (ROM), random-access Memory (Random Access Memory, RAM), compact disc Read-Only Memory (CD-ROM), magnetic tape, floppy disk, optical data storage device, and the like.

In an exemplary embodiment, a computer program product is also provided, comprising one or more program codes executable by a processor of a server to perform the method steps of the data processing method provided in the above embodiments.

It will be appreciated by those of ordinary skill in the art that all or part of the steps of implementing the above embodiments may be implemented by hardware, or may be implemented by program code related hardware, where the program may be stored in a computer readable storage medium, where the storage medium may be a read only memory, a magnetic disk or optical disk, etc.

The foregoing description of the preferred embodiments is merely exemplary in nature and is not intended to limit the invention, but is intended to cover various modifications, substitutions, improvements, and alternatives falling within the spirit and principles of the invention.

Claims

1. A method of generating a data demand, the method comprising:

displaying the at least one business topic field in an index management interface; responding to a selection instruction of any service theme zone, displaying a derivative index corresponding to the service theme zone in the index management interface, wherein the derivative index is an index derived from an atomic index, the atomic index is a minimum granularity unit of the index, the index management interface further comprises service caliber and calculation caliber of each derivative index and dimension management options, the service caliber is used for displaying a data source of the derivative index, and the calculation caliber is used for displaying calculation logic of the derivative index; responding to a selected instruction of at least one derived index in the index management interface, and determining the corresponding derived index as a target index; the method comprises the steps of,

displaying at least one business theme zone in a dimension management interface; responding to a selected instruction of any business topic domain, and displaying a dimension corresponding to the business topic domain in the dimension management interface; responding to a selected instruction of at least one dimension in the dimension management interface, and determining the corresponding dimension as a target dimension;

And generating a data demand sheet based on the target index and the target dimension.

2. The method of claim 1, wherein the index management interface comprises a search box;

after the at least one business topic field is displayed in the index management interface, the method further comprises:

acquiring an index input in the search box;

displaying the index input in the search box at the corresponding business theme domain in the index management interface;

and responding to a selected instruction of the index input in the search box, and determining the index input in the search box as the target index.

3. The method of claim 1, wherein the index management interface includes a new index option;

the method further comprises the steps of:

responding to the triggering operation of the newly added index option, and displaying a newly added index interface;

acquiring a to-be-added index input in the new index interface;

and sending a new index instruction to a server based on the index to be newly increased.

4. The method of claim 1, wherein the dimension management interface comprises a search box;

after the dimension management interface displays at least one business topic domain, the method further comprises:

Acquiring the dimension input in the search box;

displaying the dimension input in the search box in the dimension management interface;

and responding to a selected instruction of the dimension input in the search box, and determining the dimension input in the search box as the target dimension.

5. The method of claim 1, wherein the dimension management interface includes an add-on dimension option;

the method further comprises the steps of:

responding to the triggering operation of the newly added dimension option, and displaying a newly added dimension interface;

acquiring a dimension to be newly added, which is input in the newly added dimension interface;

and based on the dimension to be newly added, sending a dimension adding instruction to a server, wherein the dimension adding instruction carries the dimension to be newly added.

6. The method of claim 2, wherein after the obtaining the index entered in the search box, the method further comprises:

7. The method of claim 4, wherein after the obtaining the dimension entered in the search box, the method further comprises:

and generating second prompt information in response to the received second search result, and displaying the second prompt information, wherein the second search result is used for indicating that the target index system does not have the input dimension, and the second prompt information is information for prompting that the target index system does not have the input dimension.

8. A method of generating a data demand, the method comprising:

storing the index attribute of the index to be added to a target index system;

the terminal is used for responding to a demand generation instruction and acquiring at least one service theme zone in the target index system; displaying the at least one business topic field in an index management interface; responding to a selection instruction of any service theme zone, displaying a derivative index corresponding to the service theme zone in the index management interface, wherein the derivative index is an index derived from an atomic index, the atomic index is a minimum granularity unit of the index, the index management interface further comprises service caliber and calculation caliber of each derivative index and dimension management options, the service caliber is used for displaying a data source of the derivative index, and the calculation caliber is used for displaying calculation logic of the derivative index; responding to a selected instruction of at least one derived index in the index management interface, and determining the corresponding derived index as a target index; and displaying at least one business topic domain on a dimension management interface; responding to a selected instruction of any business topic domain, and displaying a dimension corresponding to the business topic domain in the dimension management interface; responding to a selected instruction of at least one dimension in the dimension management interface, and determining the corresponding dimension as a target dimension; and generating a data demand sheet based on the target index and the target dimension.

9. The method of claim 8, wherein after the receiving the new indicator instruction sent by the terminal, the method further comprises:

matching the index to be newly added with the index stored in the target index system;

if the target index system stores indexes meeting the first preset condition, acquiring the indexes meeting the first preset condition;

and if the target index system does not store the index meeting the first preset condition, executing the step of storing the index to be newly increased and the index attribute of the index to be newly increased into the target index system.

10. The method of claim 8, wherein the method further comprises:

receiving a newly added dimension instruction sent by the terminal, wherein the newly added dimension instruction carries a dimension to be newly added;

and storing the dimension to be newly added into the target index system.

11. The method of claim 10, wherein after receiving the new dimension instruction sent by the terminal, the method further comprises:

matching the dimension to be newly added with the stored dimension in the target index system;

If the dimension meeting the second preset condition is stored in the target index system, acquiring the dimension meeting the second preset condition;

and if the dimension meeting the second preset condition is not stored in the target index system, executing the step of storing the dimension to be newly added into the target index system.

12. The method according to claim 10, wherein the method further comprises:

receiving an index input in a search box of an index management interface displayed by the terminal;

13. The method according to claim 10, wherein the method further comprises:

receiving dimensions input in a search box of a dimension management interface displayed by the terminal;

14. A data demand generation apparatus, the apparatus comprising:

the theme zone display module is used for displaying the at least one business theme zone in the index management interface;

the index display module is used for responding to a selection instruction of any service theme zone, displaying a derivative index corresponding to the service theme zone in the index management interface, wherein the derivative index is an index derived from an atomic index, the atomic index is a minimum granularity unit of the index, the index management interface also comprises service caliber and calculation caliber of each derivative index and dimension management options, the service caliber is used for displaying a data source of the derivative index, and the calculation caliber is used for displaying calculation logic of the derivative index;

the first index determining module is used for responding to a selected instruction of at least one derived index in the index management interface and determining the corresponding derived index as a target index; the method comprises the steps of,

the second theme zone display module is used for displaying at least one business theme zone in the dimension management interface;

The dimension display module is used for responding to a selection instruction of any business theme domain and displaying the dimension corresponding to the business theme domain in the dimension management interface;

15. The apparatus of claim 14, wherein the index management interface comprises a search box; the apparatus further comprises:

and the second index determining module is used for responding to a selected instruction of the index input in the search box and determining the index input in the search box as the target index.

16. The apparatus of claim 14, wherein the index management interface includes a new index option; the apparatus further comprises:

The first interface display module is used for responding to the triggering operation of the newly added index options and displaying a newly added index interface;

the second index acquisition module is used for acquiring the index to be newly added, which is input in the new index interface;

and the first sending module is used for sending a new index instruction to the server based on the index to be newly added.

17. The apparatus of claim 14, wherein the dimension management interface comprises a search box; the apparatus further comprises:

and the second dimension determining module is used for responding to a selected instruction of the dimension input in the search box and determining the dimension input in the search box as the target dimension.

18. The apparatus of claim 14, wherein the dimension management interface comprises an add-on dimension option; the apparatus further comprises:

the second interface display module is used for responding to the triggering operation of the newly added dimension options and displaying the newly added dimension interface;

The third dimension acquisition module is used for acquiring a dimension to be newly added, which is input in the newly added dimension interface;

19. The apparatus of claim 15, wherein the apparatus further comprises:

the first information generation module is used for responding to the received first search result, generating first prompt information and displaying the first prompt information, wherein the first search result is used for indicating that the target index system does not have an input index, and the first prompt information is information for prompting that the target index system does not have the input index.

20. The apparatus of claim 17, wherein the apparatus further comprises:

the second information generation module is used for responding to the received second search result, generating second prompt information and displaying the second prompt information, the second search result is used for indicating that the target index system does not have the input dimension, and the second prompt information is information for prompting that the target index system does not have the input dimension.

21. A data demand generation apparatus, the apparatus comprising:

the first instruction receiving module is used for receiving a new index instruction sent by the terminal, wherein the new index instruction carries an index to be added and index attributes of the index to be added, and the index attributes are used for indicating data source information and calculation logic information of the index to be added;

the first storage module is used for storing the index to be newly added and the index attribute of the index to be newly added into a target index system;

22. The apparatus of claim 21, wherein the apparatus further comprises:

the index obtaining module is used for obtaining the index meeting the first preset condition if the index meeting the first preset condition is stored in the target index system;

the first storage module is further configured to execute the step of storing the index to be newly added and the index attribute of the index to be newly added to the target index system if the index meeting the first preset condition is not stored in the target index system.

23. The apparatus of claim 21, wherein the apparatus further comprises:

the second instruction receiving module is used for receiving a newly added dimension instruction sent by the terminal, wherein the newly added dimension instruction carries a dimension to be newly added;

and the second storage module is used for storing the dimension to be newly added into the target index system.

24. The apparatus of claim 23, wherein the apparatus further comprises:

and the second storage module is further configured to execute the step of storing the dimension to be newly added to the target index system if the dimension satisfying the second preset condition is not stored in the target index system.

25. The apparatus of claim 23, wherein the apparatus further comprises:

26. The apparatus of claim 23, wherein the apparatus further comprises:

27. A terminal comprising one or more processors and one or more memories, the one or more memories having stored therein at least one program code loaded and executed by the one or more processors to perform the operations performed by the data requirement generation method of any of claims 1-7.

28. A server comprising one or more processors and one or more memories, the one or more memories having stored therein at least one program code loaded and executed by the one or more processors to perform the operations performed by the data demand generation method of any of claims 8-13.

29. A computer readable storage medium having stored therein at least one program code loaded and executed by a processor to perform the operations performed by the data demand generation method of any one of claims 1 to 13.