CN110990465A - Data export method and device, electronic equipment and storage medium - Google Patents
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Abstract
The embodiment of the disclosure provides a data export method, a data export device, electronic equipment and a storage medium, and relates to the technical field of big data. The data export method comprises the following steps: the method comprises the steps of obtaining a preset data template of a database, marking a rendering position of the preset data template, rendering the preset data template based on a data template engine to obtain a first rendering result, rendering the first rendering result based on a data design engine to obtain a second rendering result, obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result, deriving rendered data based on the rendered data template, and performing fusion rendering on the preset data template by using the data template-based engine and the data design-based engine, so that user-defined template rendering and data derivation based on the rendered data template can be supported.
Description
Technical Field
The present disclosure relates to the field of big data technologies, and in particular, to a data export method, an apparatus, an electronic device, and a storage medium.
Background
At present, with the development of the information era, the application of the database is more and more extensive, and usually, a user can export the well-treated data in the service library of the database and display the data by adopting a report, so that the user can conveniently analyze and manage the service data.
In the prior art, most of the report contents in the database are directly viewed through a front-end report tool, or a special database management tool is used for connection query and export.
However, in the actual use process, the user needs to export data according to the custom template, and the prior art cannot support data export of the custom template and cannot meet the use requirements of the user.
Disclosure of Invention
The present disclosure aims to provide a data export method and device, so as to solve the technical problem that the data export requirement of a user-defined template cannot be met in the prior art, so that data export is diversified, and user satisfaction is improved.
In order to achieve the above purpose, the technical scheme adopted by the disclosure is as follows:
in a first aspect, the present disclosure proposes a data export method, the method comprising:
acquiring a preset data template of a database, and marking the rendering position of the preset data template;
rendering a preset data template based on a data template engine to obtain a first rendering result;
rendering the first rendering result based on a data design engine to obtain a second rendering result;
and obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result, and deriving rendered data based on the rendered data template.
Optionally, the data deriving method may further include:
obtaining a cache request of rendered data, and determining a corresponding coding identifier;
and caching the rendered data to the same cache server or server cluster according to a preset rule according to the coding identifier.
Optionally, the data deriving method may further include:
sharing a preset data template based on a network file system;
acquiring mirror image data corresponding to rendered data exported based on a preset data template;
and deploying the service corresponding to the mirror image data based on the distributed application container engine.
Optionally, the data deriving method may further include:
receiving a data export request of a client through a reverse proxy server;
selecting a corresponding distributed application container according to the data export request and a preset load balancing mechanism;
and based on the distributed application container, acquiring the rendered data according to the service corresponding to the mirror image data.
In a second aspect, the present disclosure also provides a data exporting apparatus, including:
the acquisition module is used for acquiring a preset data template of the database and marking the rendering position of the preset data template;
the first rendering module is used for rendering a preset data template based on the data template engine to obtain a first rendering result;
the second rendering module is used for rendering the first rendering result based on the data design engine to obtain a second rendering result;
and the derivation module is used for obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result and deriving rendered data based on the rendered data template.
Optionally, the data deriving device may further include:
the identification module is used for acquiring a cache request of rendered data and determining a corresponding coding identification;
and the cache module is used for caching the rendered data to the same cache server or server cluster according to a preset rule according to the coding identifier.
Optionally, the data deriving device may further include:
the sharing module is used for sharing a preset data template based on a network file system;
the mirror image module is used for acquiring mirror image data corresponding to the rendered data exported based on a preset data template;
and the deployment module is used for deploying the mirror image data based on the distributed application container engine.
Optionally, the data deriving device may further include:
the receiving module is used for receiving a data export request of the client through the reverse proxy server;
the selection module is used for selecting a corresponding distributed application container according to the data export request and a preset load balancing mechanism;
and the service module is used for acquiring the rendered data according to the service corresponding to the mirror image data based on the distributed application container.
In a third aspect, the present disclosure also provides an electronic device, including a memory and a processor, where a computer program in the memory is read and executed by the processor to implement the method in the first aspect or the second aspect.
In a fourth aspect, the present disclosure also proposes a computer-readable storage medium, on which a computer program is stored, which, when read and executed by a processor, implements the method of the first or second aspect.
Compared with the prior art, the method has the following beneficial effects:
in one aspect, a data export method is provided, which performs fusion rendering on a preset data template by using a data template-based engine and a data-based design engine, so as to support user-defined template rendering and data export based on the rendered data template.
In another aspect, a data export device is provided, which performs fusion rendering on a preset data template based on a data template engine and a data design engine by using a first rendering module and a second rendering module, so as to support user-defined template rendering and data export based on the rendered data template.
Additional features and advantages of the disclosure will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the disclosure. The objectives and other advantages of the disclosure may be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
To more clearly illustrate the technical solutions of the present disclosure, the drawings needed for the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present disclosure, and therefore should not be considered as limiting the scope, and those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a schematic flow chart of a data export method according to an embodiment of the present disclosure;
fig. 2 is a schematic flow chart of another data export method according to an embodiment of the present disclosure;
fig. 3 is a schematic flow chart of another data export method according to an embodiment of the present disclosure;
fig. 4 is a schematic flowchart of another data export method according to an embodiment of the present disclosure;
fig. 5 is a schematic functional block diagram of a data export apparatus according to an embodiment of the present disclosure;
fig. 6 is a schematic functional block diagram of another data export apparatus according to an embodiment of the present disclosure;
fig. 7 is a schematic functional block diagram of another data export apparatus according to an embodiment of the present disclosure;
fig. 8 is a functional block diagram of another data export apparatus according to an embodiment of the disclosure;
fig. 9 is a schematic diagram of functional modules of an electronic device according to an embodiment of the present disclosure.
Detailed Description
To make the objects, technical solutions and advantages of the embodiments of the present disclosure more clear, the technical solutions of the embodiments of the present disclosure will be described clearly and completely with reference to the drawings in the embodiments of the present disclosure, and it is obvious that the described embodiments are some, but not all embodiments of the present disclosure. All other embodiments, which can be derived by a person skilled in the art from the embodiments disclosed herein without making any creative effort, shall fall within the protection scope of the present disclosure.
The disclosed embodiments
Fig. 1 is a schematic flow chart of a data export method according to an embodiment of the present disclosure, and as shown in fig. 1, the method according to the embodiment may include:
step 101, acquiring a preset data template of a database, and marking a rendering position of the preset data template.
Specifically, when a user processes a service using a database, the processed service data needs to be exported, and the service data is output according to a customized preset data template, where the preset data template is capable of custom designing a style of a data export page according to a user's requirement, and may be in a file format such as word, excel, pdf, and the like, but is not limited thereto.
The database server can acquire a data template designed by a user, and mark rendering positions to be rendered according to position information of each component in the data template.
And 102, rendering the preset data template based on the data template engine to obtain a first rendering result.
Specifically, the data may be generated by a data template engine, such as: the Template engine POI-TL (Poi Template Language, POI-TL for short) based on the network server software Apache POI (POI for short) carries out rendering operation on the Template to obtain a first rendering result.
And 103, rendering the first rendering result based on the data design engine to obtain a second rendering result.
Specifically, after the rendering is completed, a second rendering result may be obtained by rendering through a data design engine, for example, a report designer report2 based on a web page.
And 104, obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result, and deriving rendered data based on the rendered data template.
Specifically, according to the rendering position marked in the data template, the first rendering result and the second rendering result may be merged, and then rendered data is derived from the rendered data template.
An embodiment of the present disclosure provides a data export method, including: the method comprises the steps of obtaining a preset data template of a database, marking a rendering position of the preset data template, rendering the preset data template based on a data template engine to obtain a first rendering result, rendering the first rendering result based on a data design engine to obtain a second rendering result, obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result, deriving rendered data based on the rendered data template, and performing fusion rendering on the user-defined data template by using the data template-based engine and the data design-based engine, so that user-defined template rendering and rendered data derivation based on the rendered data template can be supported.
Further, fig. 2 is a schematic flow chart of another data export method according to an embodiment of the present disclosure, and as shown in fig. 2, the data export method may further include:
step 201, obtaining a cache request of rendered data, and determining a code identifier of a corresponding data template;
step 202, caching the rendered data to the same cache server or server cluster according to a preset rule according to the coding identifier.
Specifically, in the actual use process, the native cache of the port2 is memory-based, and if a memory manner is adopted, serious problems are easily generated in the subsequent distributed deployment, for example: the problem of the requested and returned data exists, therefore, a solution of caching by a Redis database may be adopted, wherein the rendered data corresponds to a base64 code, the caching request of the rendered data is acquired, a base64 code corresponding to the rendered data may be determined, and according to the base64 code, the caching request of the rendered data may be replaced by a custom interface, for example: the graph is stored according to the user- > report- > graph- > number, so that when the distributed deployment is carried out, even if the request is not in the same server every time, the cache database of each server is the same Redis database, and the problem of cache consistency existing when the distributed deployment is carried out is solved.
Further, fig. 3 is a schematic flow chart of another data export method according to an embodiment of the present disclosure, and as shown in fig. 3, the data export method may further include:
301, sharing a preset data template based on a network file system;
and 302, acquiring mirror image data corresponding to the rendered data derived based on a preset data template.
Step 303, deploying a service of the mirrored data based on the distributed application container engine.
Specifically, in order to make the rendered data template available to more users, a preset data template may be shared by using a network file system NFS, and template file resources may be shared among multiple containers of the NFS. Then, obtaining mirror image data corresponding to the rendered data derived based on the preset data template, for example: the container technology Docker is adopted for distributed deployment, after the items are packaged, the packaged items are only used as mirror images by compiling Dockerfile, then the service can be deployed in the Docker daemon, and the rendered data are cached in a shared mode among all containers, so that the performance is greatly improved when a plurality of people query in large quantities on line and export reports in large quantities.
Optionally, fig. 4 is a schematic flow chart of another data export method provided in an embodiment of the present disclosure, and as shown in fig. 4, the data export method may further include:
step 401, receiving a data export request of a client through a reverse proxy server;
step 402, selecting a corresponding distributed application container according to the data export request and a preset load balancing mechanism;
and step 403, acquiring rendered data according to the service corresponding to the mirror image data based on the distributed application container.
Specifically, a data export request input by a user at a client is received through a reverse proxy server Nginx, and the data export request is sent according to the data export request, and a preset load balancing mechanism is provided, for example: 1) access to different content, proxying to different distributed application containers, may be defined in Nginx; 2) accessing the same page may be defined in nginn, weights may be defined to balance the agents to different distributed application containers, and rendered data may be obtained according to a service corresponding to the mirrored data based on the determined distributed application containers.
Fig. 5 is a functional module schematic diagram of a data export apparatus according to an embodiment of the present disclosure, please refer to fig. 5, it should be noted that the basic principle and the generated technical effect of the data export apparatus 500 according to the embodiment are the same as those of the corresponding method embodiment, and for a brief description, the corresponding contents in the method embodiment may be referred to for the parts not mentioned in the embodiment. The data exporting apparatus 500 includes:
an obtaining module 510, configured to obtain a preset data template of a database, and mark a rendering position of the preset data template;
a first rendering module 520, configured to render a preset data template based on the data template engine to obtain a first rendering result;
a second rendering module 530, configured to render the first rendering result based on the data design engine to obtain a second rendering result;
and an export module 540, configured to obtain a rendered data template according to the rendering position, the first rendering result, and the second rendering result, and export rendered data based on the rendered data template.
The above-mentioned apparatus is used for executing the method provided by the foregoing embodiment, and the implementation principle and technical effect are similar, which are not described herein again.
Optionally, fig. 6 is a schematic functional module diagram of another data exporting apparatus according to an embodiment of the present disclosure, please refer to fig. 6, where the data exporting apparatus 500 further includes:
an identification module 550, configured to obtain a cache request of rendered data, and determine a corresponding encoding identifier;
and the caching module 560 is configured to cache the rendered data to the same caching server or server cluster according to a preset rule according to the encoding identifier.
The above-mentioned apparatus is used for executing the method provided by the foregoing embodiment, and the implementation principle and technical effect are similar, which are not described herein again.
Optionally, fig. 7 is a schematic functional module diagram of another data exporting apparatus according to an embodiment of the present disclosure, please refer to fig. 7, where the data exporting apparatus 500 further includes:
the sharing module 590 is configured to share a preset data template based on a network file system;
the mirror image module 570 is used for acquiring mirror image data corresponding to the rendered data derived based on a preset data template;
a deployment module 580 for deploying the service of mirrored data based on the distributed application container engine.
The above-mentioned apparatus is used for executing the method provided by the foregoing embodiment, and the implementation principle and technical effect are similar, which are not described herein again.
Optionally, fig. 8 is a schematic functional module diagram of another data exporting apparatus according to an embodiment of the present disclosure, please refer to fig. 8, where the data exporting apparatus 500 further includes:
a receiving module 511, configured to receive a data export request of a client through a reverse proxy server;
a selecting module 512, configured to select a corresponding distributed application container according to the data export request and a preset load balancing mechanism;
and a service module 513, configured to obtain the rendered data according to the service corresponding to the mirrored data based on the distributed application container.
The above-mentioned apparatus is used for executing the method provided by the foregoing embodiment, and the implementation principle and technical effect are similar, which are not described herein again.
These above modules may be one or more integrated circuits configured to implement the above methods, such as: one or more Application Specific Integrated Circuits (ASICs), or one or more microprocessors (DSPs), or one or more Field Programmable Gate Arrays (FPGAs), among others. For another example, when one of the above modules is implemented in the form of a processing element scheduler code, the processing element may be a general-purpose processor, such as a Central Processing Unit (CPU) or other processor capable of calling program code. For another example, these modules may be integrated together and implemented in the form of a system-on-a-chip (SOC).
Fig. 9 is a functional module diagram of an electronic device according to an embodiment of the present disclosure, please refer to fig. 9, the electronic device may include a processor 1001 and a memory 1002, and the processor 1001 may call a computer program stored in the memory 1002. When read and executed by the processor 1001, the computer program may implement the above-described method embodiments. The specific implementation and technical effects are similar, and are not described herein again.
Optionally, the present disclosure also provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is read and executed by a processor, the above method embodiments may be implemented.
In the several embodiments provided in the present disclosure, it should be understood that the above-described apparatus embodiments are merely illustrative, and the disclosed apparatus and method may be implemented in other ways. For example, the division of the unit is only a logical function division, and in actual implementation, there may be another division manner, for example, multiple units or components may be combined or may be integrated into another system, or some features may be omitted, or may not be executed, for example, each unit may be integrated into one processing unit, each unit may exist alone physically, or two or more units may be integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
It is noted that, in this document, relational terms such as "first" and "second," and the like, may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The above description is only a preferred embodiment of the present disclosure and is not intended to limit the present disclosure, and various modifications and changes may be made to the present disclosure by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present disclosure should be included in the protection scope of the present disclosure.
Claims (10)
1. A method of data derivation, the method comprising:
acquiring a preset data template of a database, and marking the rendering position of the preset data template;
rendering the preset data template based on a data template engine to obtain a first rendering result;
rendering the first rendering result based on a data design engine to obtain a second rendering result;
and obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result, and deriving rendered data based on the rendered data template.
2. The method of claim 1, wherein the method further comprises:
obtaining a cache request of rendered data, and determining a corresponding coding identifier;
and caching the rendered data to the same cache server or server cluster according to a preset rule according to the coding identifier.
3. The method of claim 1, wherein the method further comprises:
sharing the preset data template based on a network file system;
acquiring mirror image data corresponding to rendered data derived based on the preset data template;
deploying a service of the mirrored data based on a distributed application container engine.
4. The method of claim 3, wherein the method further comprises:
receiving a data export request of a client through a reverse proxy server;
selecting a corresponding distributed application container according to the data export request and a preset load balancing mechanism;
and based on the distributed application container, acquiring rendered data according to the service corresponding to the mirror image data.
5. A data derivation apparatus, the apparatus comprising:
the system comprises an acquisition module, a display module and a display module, wherein the acquisition module is used for acquiring a preset data template of a database and marking the rendering position of the preset data template;
the first rendering module is used for rendering the preset data template based on a data template engine to obtain a first rendering result;
the second rendering module is used for rendering the first rendering result based on a data design engine to obtain a second rendering result;
and the derivation module is used for obtaining a rendered data template according to the rendering position, the first rendering result and the second rendering result and deriving rendered data based on the rendered data template.
6. The apparatus of claim 5, wherein the apparatus further comprises:
the identification module is used for acquiring a cache request of rendered data and determining a corresponding coding identification;
and the cache module is used for caching the rendered data to the same cache server or server cluster according to a preset rule according to the coding identifier.
7. The apparatus of claim 5, wherein the apparatus further comprises:
the sharing module is used for sharing the preset data template based on a network file system;
the mirror image module is used for acquiring mirror image data corresponding to the rendered data derived based on the preset data template;
and the deployment module is used for deploying the service of the mirror image data based on a distributed application container engine.
8. The apparatus of claim 7, wherein the apparatus further comprises:
the receiving module is used for receiving a data export request of the client through the reverse proxy server;
the selection module is used for selecting a corresponding distributed application container according to the data export request and a preset load balancing mechanism;
and the service module is used for acquiring the rendered data according to the service corresponding to the mirror image data based on the distributed application container.
9. An electronic device, comprising a memory and a processor, wherein a computer program of the memory, when read and executed by the processor, implements the method of any of claims 1-4.
10. A computer-readable storage medium, on which a computer program is stored which, when read and executed by a processor, implements the method of any one of claims 1-4.
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Application publication date: 20200410 |