阅读说明：本技术 数据处理方法、装置、电子设备及可读存储介质 (Data processing method and device, electronic equipment and readable storage medium ) 是由 黄森斌 王斯杰 严媛媛 林顺 于 2021-07-09 设计创作，主要内容包括：本申请涉及数据处理技术领域,公开了一种数据处理方法、装置、电子设备及可读存储介质,数据处理方法包括：获取待处理数据；待处理数据包括软件开发所输出的中间信息；识别待处理数据所包含的至少一种数据类型；确定与每一数据类型对应的处理规则信息；基于处理规则信息对待处理数据中对应的数据类型的数据进行处理。本申请提供的数据处理方法便于开发人员根据处理后的待检测数据快速找到问题根源,从而提高针对待处理数据的处理效率。(The application relates to the technical field of data processing, and discloses a data processing method, a data processing device, an electronic device and a readable storage medium, wherein the data processing method comprises the following steps: acquiring data to be processed; the data to be processed comprises intermediate information output by software development; identifying at least one data type contained in the data to be processed; determining processing rule information corresponding to each data type; and processing the data of the corresponding data type in the data to be processed based on the processing rule information. The data processing method provided by the application is convenient for developers to quickly find the root cause of the problem according to the processed data to be detected, so that the processing efficiency of the data to be processed is improved.)

1. A data processing method, comprising:

acquiring data to be processed; the data to be processed comprises intermediate information output by software development;

identifying at least one data type contained in the data to be processed;

determining processing rule information corresponding to each data type;

and processing the data of the corresponding data type in the data to be processed based on the processing rule information.

2. The data processing method according to claim 1, wherein the identifying at least one data type included in the data to be processed comprises:

and respectively matching at least one preset keyword with the data to be processed to obtain at least one data type.

3. The data processing method of claim 1, wherein the data to be processed comprises sub-data of at least one data type;

the identifying at least one data type contained in the data to be processed comprises:

identifying a first preset character and a second preset character in the data to be processed;

setting data between two adjacent first preset characters and second preset characters as the subdata;

and respectively matching the subdata with at least one preset keyword to obtain the data type of the subdata.

4. The data processing method according to claim 3, wherein the processing the data of the corresponding data type in the data to be processed based on the processing rule information includes:

and processing the subdata based on the processing rule information corresponding to the data type of each subdata.

5. The data processing method of claim 1, wherein the data type comprises a text type, a link type, a resource type, a node type, or a path type.

6. The data processing method of claim 5, wherein the data type comprises a link type;

the processing the data of the corresponding data type in the data to be processed based on the processing rule information comprises:

if the link type is an image link, accessing the link in the data to be processed, loading and displaying an image corresponding to the link;

if the link type is a file link, displaying an access entry of the link; and the access entry is used for displaying the file corresponding to the link when triggered.

7. The data processing method of claim 5, wherein the data type comprises a resource type or a node type;

the processing the data of the corresponding data type in the data to be processed based on the processing rule information comprises:

displaying a positioning entry of the data; and the positioning inlet is used for positioning in the corresponding resource manager or node manager when triggered.

8. The data processing method of claim 5, wherein the data type comprises a path type;

the processing the data of the corresponding data type in the data to be processed based on the processing rule information comprises:

displaying a path jump entry of the data; and the path jump inlet is used for calling corresponding code editing software when triggered and positioning to a position to be edited corresponding to the path jump inlet.

9. A data processing apparatus, comprising:

the acquisition module is used for acquiring data to be processed; the data to be processed comprises intermediate information output by software development;

the identification module is used for identifying at least one data type contained in the data to be processed;

the determining module is used for determining processing rule information corresponding to each data type;

and the processing module is used for processing the data of the corresponding data type in the data to be processed based on the processing rule information.

10. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the data processing method of any of claims 1-8 when executing the program.

11. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon a computer program which, when being executed by a processor, carries out the data processing method of any one of claims 1 to 8.

Technical Field

The present application relates to the field of data processing technologies, and in particular, to a data processing method and apparatus, an electronic device, and a readable storage medium.

Background

In the process of developing the project by the editor, some data to be processed, such as warning information or error information, is output, and the data to be processed also includes partial key information, such as resources, picture links or document links, besides the text description, and the key information is taken as a clue, which is helpful for eliminating abnormal situations such as the warning or error, and the development is smoothly promoted.

At present, data to be processed is usually directly output as plain text characters, which is not beneficial for developers to quickly find problem sources according to the data to be processed, and thus the processing efficiency for the data to be processed is low.

Disclosure of Invention

The purpose of this application aims at treating the data of treating to detect to the developer finds the root cause of problem according to treating the data of detecting fast, specially proposes following technical scheme:

in a first aspect, a data processing method is provided, including:

acquiring data to be processed; the data to be processed comprises intermediate information output by software development;

identifying at least one data type contained in the data to be processed;

determining processing rule information corresponding to each data type;

and processing the data of the corresponding data type in the data to be processed based on the processing rule information.

In an optional embodiment of the first aspect, identifying at least one data type included in the data to be processed includes:

and respectively matching at least one preset keyword with the data to be processed to obtain at least one data type.

In an optional embodiment of the first aspect, the data to be processed comprises sub-data of at least one data type;

identifying at least one data type contained in the data to be processed, including:

identifying a first preset character and a second preset character in data to be processed;

setting data between two adjacent first preset characters and second preset characters as subdata;

and respectively matching the subdata with at least one preset keyword to obtain the data type of the subdata.

In an optional embodiment of the first aspect, processing data of a corresponding data type in the data to be processed based on the processing rule information includes:

and processing the sub-data based on the processing rule information corresponding to the data type of each sub-data.

In an optional embodiment of the first aspect, the data type comprises a text type, a link type, a resource type, a node type, or a path type.

In an optional embodiment of the first aspect, the data type comprises a link type;

processing the data of the corresponding data type in the data to be processed based on the processing rule information, wherein the processing method comprises the following steps:

if the link type is an image link, accessing the link in the data to be processed, and loading and displaying the image corresponding to the link;

if the link type is a file link, displaying an access entry of the link; the access portal is used to display the file corresponding to the link upon triggering.

In an optional embodiment of the first aspect, the data type comprises a resource type or a node type;

processing the data of the corresponding data type in the data to be processed based on the processing rule information, wherein the processing method comprises the following steps:

a positioning entry for displaying data; the positioning entry is used for positioning in the corresponding resource manager or node manager when triggered.

In an optional embodiment of the first aspect, the data type comprises a path type;

processing the data of the corresponding data type in the data to be processed based on the processing rule information, wherein the processing method comprises the following steps:

displaying a path jump entry of the data; and the path jump inlet is used for calling corresponding code editing software when being triggered and positioning to a position to be edited corresponding to the path jump inlet.

In a second aspect, there is provided a data processing apparatus comprising:

the acquisition module is used for acquiring data to be processed; the data to be processed comprises intermediate information output by software development;

the identification module is used for identifying at least one data type contained in the data to be processed;

the determining module is used for determining processing rule information corresponding to each data type;

and the processing module is used for processing the data of the corresponding data type in the data to be processed based on the processing rule information.

In an optional embodiment of the second aspect, when identifying at least one data type included in the data to be processed, the identifying module is specifically configured to:

and respectively matching at least one preset keyword with the data to be processed to obtain at least one data type.

In an optional embodiment of the second aspect, the data to be processed comprises sub-data of at least one data type;

the identification module is specifically configured to, when identifying at least one data type included in the data to be processed:

identifying a first preset character and a second preset character in data to be processed;

setting data between two adjacent first preset characters and second preset characters as subdata;

and respectively matching the subdata with at least one preset keyword to obtain the data type of the subdata.

In an optional embodiment of the second aspect, when the processing module processes data of a corresponding data type in the data to be processed based on the processing rule information, the processing module is specifically configured to:

and processing the sub-data based on the processing rule information corresponding to the data type of each sub-data.

In an alternative embodiment of the second aspect, the data type comprises a text type, a link type, a resource type, a node type or a path type.

In an optional embodiment of the second aspect, the data type comprises a link type;

when the processing module processes the data of the corresponding data type in the data to be processed based on the processing rule information, the processing module is specifically configured to:

if the link type is an image link, accessing the link in the data to be processed, and loading and displaying the image corresponding to the link;

if the link type is a file link, displaying an access entry of the link; the access portal is used to display the file corresponding to the link upon triggering.

In an optional embodiment of the second aspect, the data type comprises a resource type or a node type;

when the processing module processes the data of the corresponding data type in the data to be processed based on the processing rule information, the processing module is specifically configured to:

a positioning entry for displaying data; the positioning entry is used for positioning in the corresponding resource manager or node manager when triggered.

In an alternative embodiment of the second aspect, the data type comprises a path type;

when the processing module processes the data of the corresponding data type in the data to be processed based on the processing rule information, the processing module is specifically configured to:

displaying a path jump entry of the data; and the path jump inlet is used for calling corresponding code editing software when being triggered and positioning to a position to be edited corresponding to the path jump inlet.

In a third aspect, an electronic device is provided, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, and when the processor executes the computer program, the data processing method shown in the first aspect of the present application is implemented.

In a fourth aspect, a computer-readable storage medium is provided, on which a computer program is stored, which when executed by a processor implements the data processing method shown in the first aspect of the present application.

The beneficial effect that technical scheme that this application provided brought is:

the method comprises the steps of firstly determining at least one data type contained in the data to be processed, then acquiring processing rule information corresponding to each data type, and processing the data of different data types by adopting the corresponding processing rule information, so that a developer can conveniently and quickly find a problem source according to the processed data to be detected, and the processing efficiency of the data to be processed is improved.

Additional aspects and advantages of the present application will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the present application.

Drawings

The foregoing and/or additional aspects and advantages of the present application will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:

fig. 1 is a schematic flowchart of a data processing method according to an embodiment of the present application;

fig. 2 is a schematic diagram of a data processing scheme provided in an embodiment of the present application;

FIG. 3 is a schematic diagram of a processing scheme for image link type data to be processed according to an embodiment of the present application;

FIG. 4 is a schematic diagram of a processing scheme of to-be-processed data of a document link type according to an embodiment of the present application;

FIG. 5 is a schematic diagram of a processing scheme for data to be processed of a node type according to an embodiment of the present application;

FIG. 6 is a schematic diagram of a processing scheme for path-type data to be processed according to an embodiment of the present disclosure;

fig. 7 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present application;

fig. 8 is a schematic structural diagram of an electronic device for data processing according to an embodiment of the present application.

Detailed Description

Reference will now be made in detail to the embodiments of the present application, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the drawings are exemplary only for the purpose of explaining the present application and are not to be construed as limiting the present application.

As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combinations of one or more of the associated listed items.

To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.

The following describes the technical solutions of the present application and how to solve the above technical problems with specific embodiments. The following several specific embodiments may be combined with each other, and details of the same or similar concepts or processes may not be repeated in some embodiments. Embodiments of the present application will be described below with reference to the accompanying drawings.

The data processing method provided by the embodiment of the application can be applied to a terminal or a server, and more specifically, can be applied to software or plug-ins arranged in the terminal.

Those skilled in the art will understand that the "terminal" used herein may be a Mobile phone, a tablet computer, a PDA (Personal Digital Assistant), an MID (Mobile Internet Device), a vehicle-mounted Device, a wearable Device, etc.; a "server" may be implemented as a stand-alone server or as a server cluster comprised of multiple servers.

A possible implementation manner is provided in the embodiment of the present application, and as shown in fig. 1, a data processing method is provided, which may include the following steps:

and step S101, acquiring data to be processed.

The data to be processed includes intermediate information output by software development, and the intermediate information may include warning information or error reporting information.

Specifically, the data to be processed may include a plurality of data types, that is, may have a plurality of forms, for example, may include a text type, a link type, a resource type, a node type, a path type, or the like.

The text type may include a word description, the link type may include a picture or a document link, the Resource type may include a Resource UUID (universal Unique Identifier) or a URL (Uniform Resource Locator), the node type may include a node UUID or a component UUID, and the like, and the path type may include a disk path of the script file.

Step S102, identifying at least one data type contained in the data to be processed.

Specifically, the terminal or the server for data processing may determine the data type included in the data to be processed through a preset keyword.

In a specific implementation process, the identifying, in step S102, at least one data type included in the data to be processed may include:

and respectively matching at least one preset keyword with the data to be processed to obtain at least one data type.

For example, if the data to be processed matches a preset keyword "link", it may be determined that the data to be processed includes a link type; if the data to be processed matches with the preset keyword "asset", it can be determined that the data to be processed includes the resource type and the like.

In step S103, processing rule information corresponding to each data type is determined.

The processing rule information may be a processing manner for the data to be processed, and may include, for example, directly displaying the data, accessing a link in the data, and the like.

Specifically, for different data types, corresponding processing rule information may be preset in a terminal or a server for data processing.

And step S104, processing the data of the corresponding data type in the data to be processed based on the processing rule information.

Specifically, for data of different data types, corresponding processing rule information is adopted for processing.

For example, for a link type, the link may be accessed and information corresponding to the link may be directly displayed, and the following details different processing rule information for data of different data types.

In the above embodiment, by determining at least one data type included in the data to be processed, then obtaining the processing rule information corresponding to each data type, and processing the data of different data types by using the corresponding processing rule information, developers can find the root cause of problems quickly according to the processed data to be detected, thereby improving the processing efficiency for the data to be processed.

In a specific implementation process, the data to be processed may include a plurality of different types of sub data, and a process for determining a data type of different sub data in the data to be processed will be described below with reference to a specific embodiment.

The embodiment of the application provides a possible implementation manner, and the data to be processed comprises subdata of at least one data type; the step S102 identifies at least one data type included in the data to be processed, and may include the following steps S1021 to S1024.

Step S1021, identifying a first preset character and a second preset character in the data to be processed.

The first preset character and the second preset character may be used to separate subdata in the data to be processed, for example, the first preset character may be "[", the second preset character may be "]", or the first preset character may be "(", the second preset character may be ")", or both the first preset character and the second preset character may be "|".

In step S1022, data between two adjacent first preset characters and second preset characters is set as subdata.

Specifically, data between every two adjacent first preset characters and every two adjacent second preset characters is set as one subdata, and the data to be processed can be divided into at least one subdata.

For example, if the data to be processed is { type [ text ] (url) }, the sub-data may include "text" and "url".

And step S1023, respectively matching the subdata with at least one preset keyword to obtain the data type of the subdata.

Specifically, the data to be processed may include at least one piece of sub data, and for each piece of sub data, the sub data is respectively matched with multiple preset keywords, so as to determine the data type of the sub data.

Specifically, the step S104 processes the data of the corresponding data type in the data to be processed based on the processing rule information, and may include:

and processing the sub-data based on the processing rule information corresponding to the data type of each sub-data.

In a specific implementation process, as shown in fig. 2, at least one piece of sub data included in the data to be processed, such as sub data 1, sub data 2, and sub data 3 shown in the figure, is determined, then the data type of each sub data, i.e., data type 1, data type 2, and data type 3 shown in the figure, is determined, processing rule information corresponding to each data type, such as processing rule information 1, processing rule information 2, and processing rule information 3 shown in the figure, is obtained, and finally the data is processed according to the processing rule information of each sub data.

The processing of the data will be further elaborated in connection with processing rule information of different data types.

The embodiment of the application provides a possible implementation manner, and if the data to be processed is plain text data, that is, the data type is plain text, the data to be processed is directly displayed without performing other processing on the data.

The embodiment of the present application provides a possible implementation manner, where the data type includes a link type, and step S104 is performed on data of a data type corresponding to the data to be processed based on the processing rule information, and includes:

and if the link type is an image link, accessing the link in the data to be processed, and loading and displaying the image corresponding to the link.

Specifically, as shown in fig. 3, if the data type is a link type and is an image link in the link type, the link is automatically accessed, that is, the link is skipped to a website corresponding to the link, and an image corresponding to the image link is displayed.

The embodiment of the present application provides a possible implementation manner, where the data type includes a link type, and step S104 is performed on data of a data type corresponding to the data to be processed based on the processing rule information, and includes:

and if the link type is the file link, displaying the access entry of the link.

Wherein the access entry is used for displaying the file corresponding to the link when triggered.

Wherein the file may be a file, such as a document, displayed on software, such as a browser.

Specifically, as shown in fig. 4, taking a file as an example, if the data type is a link type and is a file link in the link type, an access entry of the link is displayed, and if the user triggers the access entry by clicking or touching, the document can be called through the access entry, and the document is displayed in the browser.

In the embodiment of the present application, a possible implementation manner is provided, where a data type includes a resource type or a node type, where the resource type may include a resource UUID or a resource, and the node type may include a node UUID or a component UUID.

Specifically, the step S104 processes the data of the corresponding data type in the data to be processed based on the processing rule information, and includes:

and displaying the positioning entry of the data.

And the positioning entry is used for positioning in the corresponding resource manager or node manager when triggered.

Specifically, if the data type is a resource type or a node type, a positioning entry of the resource or the node is displayed, and if the user triggers the positioning entry through operations such as clicking or touching, the positioning can be performed through the positioning entry, for example, as shown in fig. 5, if the data type is a positioning entry of the node, the positioning can be performed in an assets panel (static resource panel); if the portal is a location entry for a resource, it may be located in the hierarchy panel (the view panel of the component editor).

In an embodiment of the present application, a possible implementation manner is provided, where a data type includes a path type, where the path type may include a disk path of a script file. Step S104, processing the data of the corresponding data type in the data to be processed based on the processing rule information, which may include:

and displaying the path jump entry of the data.

And the path jump inlet is used for calling corresponding code editing software when triggered and positioning to a position to be edited corresponding to the path jump inlet.

Specifically, as shown in fig. 6, if the data type is a path type, for example, the data type is disk path type data of a script file, a path jump entry of a disk path of the script file, and if a user triggers the path jump entry through an operation such as clicking or touching, a corresponding code editing software, for example, vscode (code editing software) may be called through the path jump, and the location is located to a position to be edited, for example, a certain line.

In order to clearly understand the data processing method of the present application, the data processing method of the present application will be further described with reference to examples.

In one example, the data processing method of the present application may include the steps of:

1) acquiring data to be processed; the data to be processed comprises intermediate information output by software development; for example, the acquired data to be processed is { type [ text ] (url) };

2) integrally matching to-be-processed data in the step (1);

3) the first preset character is "[", and the second preset character is "]"; or the first preset character is "(", the second preset character is ")", the data between two adjacent first preset characters and second preset characters is set as subdata;

4) respectively matching the subdata with preset keywords to determine the data type of the subdata; the preset keywords may include "link", "image", "asset", "node", "il 8 n", and the like;

5) processing the sub-data based on the processing rule information corresponding to the data type of each sub-data, which comprises the following conditions:

if the subdata is plain text, directly displaying the subdata;

if the subdata is an image link, accessing the link in the data to be processed, and loading and displaying an image corresponding to the link;

if the subdata is a file link, displaying an access entry of the link; the access entry is used for displaying the file corresponding to the link when triggered;

if the subdata is of a resource type or a node type, displaying a positioning inlet of the data; the positioning entry is used for positioning in a corresponding resource manager or node manager when triggered;

if the subdata is in the path type, displaying a path jump entry of the data; the path jump entry is used for calling corresponding code editing software when being triggered and positioning to a position to be edited corresponding to the path jump entry;

taking the data to be processed as { type (url) } as an example, if the subdata comprises a plain text and a link, displaying an access entry of the link; the access portal is used to display the file corresponding to the link upon triggering.

According to the data processing method, at least one data type contained in the data to be processed is determined, then the processing rule information corresponding to each data type is obtained, and the corresponding processing rule information is adopted for processing aiming at the data of different data types, so that a developer can conveniently and quickly find the root cause of a problem according to the processed data to be detected, and the processing efficiency aiming at the data to be processed is improved.

A possible implementation manner is provided in the embodiment of the present application, and as shown in fig. 7, a data processing apparatus 70 is provided, where the data processing apparatus 70 may include: an acquisition module 701, an identification module 702, a determination module 703 and a processing module 704, wherein,

an obtaining module 701, configured to obtain data to be processed; the data to be processed comprises intermediate information output by software development;

an identifying module 702, configured to identify at least one data type included in the data to be processed;

a determining module 703, configured to determine processing rule information corresponding to each data type;

and the processing module 704 is configured to process data of a corresponding data type in the data to be processed based on the processing rule information.

In the embodiment of the present application, a possible implementation manner is provided, and when identifying at least one data type included in the to-be-processed data, the identifying module 702 is specifically configured to:

and respectively matching at least one preset keyword with the data to be processed to obtain at least one data type.

The embodiment of the application provides a possible implementation manner, and the data to be processed comprises subdata of at least one data type;

the identifying module 702, when identifying at least one data type included in the data to be processed, is specifically configured to:

identifying a first preset character and a second preset character in data to be processed;

setting data between two adjacent first preset characters and second preset characters as subdata;

and respectively matching the subdata with at least one preset keyword to obtain the data type of the subdata.

In the embodiment of the present application, a possible implementation manner is provided, and when processing data of a corresponding data type in to-be-processed data based on processing rule information, the processing module 704 is specifically configured to:

and processing the sub-data based on the processing rule information corresponding to the data type of each sub-data.

A possible implementation manner is provided in the embodiment of the present application, and the data type includes a text type, a link type, a resource type, a node type, or a path type.

The embodiment of the application provides a possible implementation mode, and the data type comprises a link type;

when processing the data of the corresponding data type in the data to be processed based on the processing rule information, the processing module 704 is specifically configured to:

if the link type is an image link, accessing the link in the data to be processed, and loading and displaying the image corresponding to the link;

if the link type is a file link, displaying an access entry of the link; the access portal is used to display the file corresponding to the link upon triggering.

The embodiment of the application provides a possible implementation manner, and the data type comprises a resource type or a node type;

when processing the data of the corresponding data type in the data to be processed based on the processing rule information, the processing module 704 is specifically configured to:

a positioning entry for displaying data; the positioning entry is used for positioning in the corresponding resource manager or node manager when triggered.

The embodiment of the application provides a possible implementation mode, and the data type comprises a path type;

when processing the data of the corresponding data type in the data to be processed based on the processing rule information, the processing module 704 is specifically configured to:

displaying a path jump entry of the data; and the path jump inlet is used for calling corresponding code editing software when being triggered and positioning to a position to be edited corresponding to the path jump inlet.

According to the data processing device, at least one data type contained in the data to be processed is determined, then the processing rule information corresponding to each data type is obtained, and the corresponding processing rule information is adopted for processing the data of different data types, so that a developer can conveniently and quickly find the root cause of a problem according to the processed data to be detected, and the processing efficiency of the data to be processed is improved.

The data processing apparatus for pictures according to the embodiments of the present application may execute the data processing method for pictures provided in the embodiments of the present application, and the implementation principle is similar, the actions performed by each module in the data processing apparatus for pictures according to the embodiments of the present application correspond to the steps in the data processing method for pictures according to the embodiments of the present application, and for the detailed functional description of each module in the data processing apparatus for pictures, reference may be specifically made to the description in the data processing method for corresponding pictures shown in the foregoing, and details are not repeated here.

Based on the same principle as the method shown in the embodiments of the present application, there is also provided in the embodiments of the present application an electronic device, which may include but is not limited to: a processor and a memory; a memory for storing computer operating instructions; and the processor is used for executing the data processing method shown in the embodiment by calling the computer operation instruction. Compared with the prior art, the data processing method can facilitate developers to quickly find the root cause of the problem according to the processed data to be detected.

In an alternative embodiment, an electronic device is provided, as shown in fig. 8, the electronic device 4000 shown in fig. 8 comprising: a processor 4001 and a memory 4003. Processor 4001 is coupled to memory 4003, such as via bus 4002. Optionally, the electronic device 4000 may further comprise a transceiver 4004. In addition, the transceiver 4004 is not limited to one in practical applications, and the structure of the electronic device 4000 is not limited to the embodiment of the present application.

The Processor 4001 may be a CPU (Central Processing Unit), a general-purpose Processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other Programmable logic device, a transistor logic device, a hardware component, or any combination thereof. Which may implement or perform the various illustrative logical blocks, modules, and circuits described in connection with the disclosure. The processor 4001 may also be a combination that performs a computational function, including, for example, a combination of one or more microprocessors, a combination of a DSP and a microprocessor, or the like.

Bus 4002 may include a path that carries information between the aforementioned components. The bus 4002 may be a PCI (Peripheral Component Interconnect) bus, an EISA (Extended Industry Standard Architecture) bus, or the like. The bus 4002 may be divided into an address bus, a data bus, a control bus, and the like. For ease of illustration, only one thick line is shown in FIG. 8, but this is not intended to represent only one bus or type of bus.

The Memory 4003 may be a ROM (Read Only Memory) or other types of static storage devices that can store static information and instructions, a RAM (Random Access Memory) or other types of dynamic storage devices that can store information and instructions, an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), a magnetic Disc storage medium or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer, but is not limited to these.

The memory 4003 is used for storing application codes for executing the scheme of the present application, and the execution is controlled by the processor 4001. Processor 4001 is configured to execute application code stored in memory 4003 to implement what is shown in the foregoing method embodiments.

Among them, electronic devices include but are not limited to: mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and fixed terminals such as digital TVs, desktop computers, and the like. The electronic device shown in fig. 8 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.

The embodiment of the present application provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by the processor 4001, the computer program may perform the corresponding content in the foregoing method embodiments. Compared with the prior art, the data processing method is convenient for developers to quickly find the root cause of the problem according to the processed data to be detected, and therefore the processing efficiency of the data to be processed is improved.

It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and may be performed in other orders unless explicitly stated herein. Moreover, at least a portion of the steps in the flow chart of the figure may include multiple sub-steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed alternately or alternately with other steps or at least a portion of the sub-steps or stages of other steps.

It should be noted that the computer readable medium disclosed in the present application may be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present application, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In this application, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, optical cables, RF (radio frequency), etc., or any suitable combination of the foregoing.

The computer readable medium may be embodied in the electronic device; or may exist separately without being assembled into the electronic device.

The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to perform the methods shown in the above embodiments.

Embodiments of the present application provide a computer program product or computer program comprising computer instructions stored in a computer readable storage medium. The processor of the computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the computer device realizes the following when executed:

acquiring data to be processed; the data to be processed comprises intermediate information output by software development;

identifying at least one data type contained in the data to be processed;

determining processing rule information corresponding to each data type;

and processing the data of the corresponding data type in the data to be processed based on the processing rule information.

Computer program code for carrying out operations for aspects of the present application may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +, or the like, as well as conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).

The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

The modules described in the embodiments of the present application may be implemented by software or hardware. The name of a module does not in some cases constitute a limitation of the module itself, and for example, an acquisition module may also be described as a "module that acquires data to be processed".

The above description is only a preferred embodiment of the application and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the disclosure herein is not limited to the particular combination of features described above, but also encompasses other arrangements formed by any combination of the above features or their equivalents without departing from the spirit of the disclosure. For example, the above features may be replaced with (but not limited to) features having similar functions disclosed in the present application.