CN111858833A - Asynchronous indexing method and device, computer equipment and storage medium - Google Patents
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/31—Indexing; Data structures therefor; Storage structures
- G06F16/313—Selection or weighting of terms for indexing
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
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- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
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Abstract
The embodiment of the invention provides an asynchronous indexing method, an asynchronous indexing device, computer equipment and a storage medium, wherein the asynchronous indexing method comprises the following steps: calling an asynchronous index service component to obtain a document index request; verifying the document and the meta information according to the document index request; when the verification is passed, sending the document message to a document message subject of the message middleware; and consuming the document message in the document message theme, indexing the document to the search engine, and shielding the distributed full-text search engine from the service system, so that the service is decoupled from the distributed full-text search engine, the load pressure of the distributed full-text search engine is reduced, and the stability of the system is improved.
Description
Technical Field
The present invention relates to the field of mechanical technologies, and in particular, to an asynchronous indexing method, an asynchronous indexing device, a computer device, and a storage medium.
Background
Today, the internet uses "search" everywhere, and modern search engines need to store data, build an inverted index, and provide search services. Customized search functions are typically developed for medium-sized enterprises based on open-source distributed full-text search engines. The index building is the first step of building a search platform and is also a key step.
The common scheme for establishing indexes is that a business system directly completes the indexing of documents by calling a REST interface provided by a distributed full-text search engine. The way in which such a business system is integrated with a distributed full-text search engine has the following drawbacks: the service system code is strongly coupled with the distributed full-text search engine, and the code cannot be reused; when massive data are synchronously indexed, great load pressure is generated on a distributed full-text search engine, and great influence is caused on the stability and the usability of the whole system.
Disclosure of Invention
In view of the above problems, embodiments of the present invention are proposed to provide an asynchronous indexing method, an asynchronous indexing device, a computer apparatus and a storage medium that overcome or at least partially solve the above problems.
In order to solve the above problem, an embodiment of the present invention discloses an asynchronous indexing method, including:
calling an asynchronous index service component to obtain a document index request;
verifying the document and the meta information according to the document index request;
when the verification is passed, sending the document message to a document message subject of the message middleware;
and consuming the document message in the document message subject and indexing the document to a search engine.
Preferably, the checking the document and the meta information according to the document index request includes:
when the format of the document is not the standard preset format, prompting index failure information;
or when the document structure is not consistent with the index mapping, prompting index failure information.
Preferably, the method further comprises:
and when the document message is successfully sent to the document message subject, returning to the successful state of document writing in the message queue.
Preferably, the method further comprises:
when the document message fails to be sent, index failure information is prompted.
Preferably, said consuming a document message in said document message topic, indexing a document to a search engine, comprises:
and consuming the document message in the document message subject, calling a specific interface of the search engine, and indexing the document to the search engine.
The embodiment of the invention also discloses an asynchronous indexing device, which comprises:
the document index request acquisition module is used for calling the asynchronous index service component to acquire a document index request;
the verification module is used for verifying the document and the meta information according to the document index request;
the document message sending module is used for sending the document message to the document message subject of the message middleware when the verification is passed;
and the document indexing module is used for consuming the document message in the document message theme and indexing the document to the search engine.
Preferably, the verification module includes:
the first prompting submodule is used for prompting index failure information when the format of the document is not the standard preset format;
or the second prompting submodule is used for prompting index failure information when the document structure is inconsistent with the index mapping.
Preferably, the apparatus further comprises:
and the returning module is used for returning the successful state of the document writing message queue when the document message is successfully sent to the document message subject.
The embodiment of the invention also discloses computer equipment, which comprises a memory and a processor, wherein the memory stores a computer program, and the processor realizes the steps of the asynchronous indexing method when executing the computer program.
The embodiment of the invention also discloses a computer readable storage medium, wherein a computer program is stored on the computer readable storage medium, and the computer program realizes the steps of the asynchronous indexing method when being executed by a processor.
The embodiment of the invention has the following advantages:
in the embodiment of the invention, the asynchronous indexing method comprises the following steps: calling an asynchronous index service component to obtain a document index request; verifying the document and the meta information according to the document index request; when the verification is passed, sending the document message to a document message subject of the message middleware; consuming the document message in the document message subject and indexing the document to a search engine; the distributed full-text search engine is shielded for the service system, so that the service and the distributed full-text search engine are decoupled, the load pressure of the distributed full-text search engine is reduced, and the stability of the system is improved.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments are briefly introduced below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on the drawings without creative efforts
FIG. 1 is a flow chart of the steps of an embodiment of an asynchronous indexing method of the present invention;
FIG. 2 is a flowchart illustrating an index failure information prompt procedure according to an embodiment of the present invention;
FIG. 3 is a flow chart illustrating a status return step according to an embodiment of the present invention;
FIG. 4 is a flowchart illustrating an index failure information prompt procedure according to an embodiment of the present invention;
FIG. 5 is a flowchart illustrating the document indexing step according to an embodiment of the present invention;
FIG. 6 is an interaction timing diagram of an asynchronous indexing process according to an embodiment of the present invention;
FIG. 7 is a block diagram of an embodiment of an asynchronous indexing device according to an embodiment of the present invention;
FIG. 8 is an internal block diagram of a computer device of an embodiment.
Detailed Description
In order to make the technical problems, technical solutions and advantageous effects solved by the embodiments of the present invention more clearly apparent, the embodiments of the present invention are described in further detail below with reference to the accompanying drawings and the embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Referring to fig. 1, a flowchart illustrating steps of an embodiment of an asynchronous indexing method according to an embodiment of the present invention is shown, which may specifically include the following steps:
step 101, calling an asynchronous index service component to obtain a document index request;
in the embodiment of the present invention, the service system may first invoke the asynchronous index service component to obtain the document index request, that is, the user may send the document index request to the service system through the client, and the service system invokes the asynchronous index service component to obtain the document index request, or the user directly initiates the document index request at the service system and obtains the document index request by invoking the asynchronous index service component.
The document index request may include a document name, a document number, a keyword, and the like, which is not limited in this embodiment of the present invention.
102, verifying the document and the meta information according to the document index request;
further applied to the embodiment of the invention, the verification of the document and the meta information can be carried out according to the document index request; specifically, the document and the meta information may be compared with a preset rule, and if the document and the meta information do not match with the preset rule, the index failure information is prompted, for example, information such as "index failure, retry" is returned.
103, when the verification is passed, sending the document message to the document message subject of the message middleware;
the embodiment of the invention is particularly applied to the document message theme which can send the document message to the message middleware when the document and the meta information are verified.
In the embodiment of the present invention, a Topic message delivery model is used, and in the Topic message delivery model, a message publisher publishes a message to a specific message Topic.
Referring to fig. 2, a flow chart illustrating an index failure information prompting step according to an embodiment of the present invention is shown, where the checking of the document and the meta information according to the document index request includes the following sub-steps:
step S11, when the format of the document is not the standard preset format, prompting the index failure information;
in step S12, when the document structure does not match the index map, index failure information is presented.
If the verification fails, the index failure information is prompted under two conditions, for example, the format of the document is not a standard preset format (such as a JSON format) or the document structure is inconsistent with the index mapping.
Referring to fig. 3, a flow chart of a status returning step of the embodiment of the present invention is shown, and the method further includes the following steps:
in step S21, when the document message is successfully sent to the document message subject, a document write message queue success status is returned.
In the embodiment of the invention, when the document message is successfully sent, the successful state of writing the document into the message queue can be returned.
Referring to fig. 4, a flowchart illustrating a step of prompting index failure information according to an embodiment of the present invention is shown, where the method further includes the following steps:
in step S31, when the document message fails to be sent, the index failure information is prompted.
And if the document message is sent to the document message subject, prompting index failure information.
And 104, consuming the document message in the document message subject and indexing the document to a search engine.
Actually applied to the embodiment of the invention, the document consumer subscribes to the document message topic (topic) in the message middleware, consumes the document message in the document message topic (topic) by using a reliable delivery mechanism of the message middleware, calls the REST interface provided by the distributed full-text search engine, and indexes the document to the distributed full-text search engine.
Specifically, referring to fig. 5, a flowchart of a document indexing step is shown, according to an embodiment of the present invention, the consuming a document message in the document message topic and indexing the document to a search engine includes the following sub-steps:
step S41, consuming the document message in the document message subject, calling the specific interface of the search engine, and indexing the document to the search engine.
Documents are indexed to a distributed full-text search engine by invoking the REST interface of the distributed full-text search engine. The REST interface refers to (Representational State Transfer ), and is a design and development mode for network applications, which can reduce the complexity of development and improve the scalability of the system.
In the embodiment of the invention, the asynchronous indexing method comprises the following steps: calling an asynchronous index service component to obtain a document index request; verifying the document and the meta information according to the document index request; when the verification is passed, sending the document message to a document message subject of the message middleware; consuming the document message in the document message subject and indexing the document to a search engine; the distributed full-text search engine is shielded for the service system, so that the service and the distributed full-text search engine are decoupled, the load pressure of the distributed full-text search engine is reduced, and the stability of the system is improved.
In order that those skilled in the art will better understand the embodiments of the present invention, the following description is given by way of a specific example:
the embodiment of the invention comprises the following main modules:
a service system: there is a business application system that requires document indexing.
Asynchronous index service: a java web service supporting HTTP protocol completes asynchronous indexing operation of documents.
Asynchronous index service client sdk A wrapper for asynchronous index services exposes the asynchronous index services to the business system in the form of sdk.
Message middleware: and creating a document message topic (topic) in advance, storing the document message, and temporarily storing the document message produced by the asynchronous index service.
Distributed full-text search engine: the inverted indexing of the documents is completed.
Referring to fig. 6, an interaction timing diagram of an asynchronous index flow according to an embodiment of the present invention is shown, and a main flow according to an embodiment of the present invention is as follows:
1. the business system integration asynchronous index service client sdk;
2. the business system calls the asynchronous index service packaged in the asynchronous index service client sdk to initiate a document index request;
3. the asynchronous index service receives a document index request and checks the document and the meta information;
3.1 if the document is not in the standard JSON format or the document structure is not consistent with the index mapping, entering the step 5;
3.2 if the verification is passed, the document is sent to the message middleware document message topic (topic).
3.2.1 if the message sending fails, entering the step 5;
3.2.2 if the message is successfully sent, returning to the document writing message queue success status.
4. A document consumer in the asynchronous index service subscribes a document message topic (topic) in message middleware, consumes document messages in the document message topic (topic) by utilizing a reliable delivery mechanism of the message middleware, calls an REST interface provided by a distributed full-text search engine, and indexes the documents to the distributed full-text search engine;
4.1 if the index fails, retry the operation for at most 5 times and log;
4.2 if the indexing is successful, go to step 6.
5. The reason is prompted when the document is failed to be indexed;
6. indexing the document is successful.
In the embodiment of the invention, a service system and a distributed full-text search engine can be decoupled, an asynchronous indexing method based on message middleware is provided, the load pressure of the distributed full-text search engine is reduced, the overall stability of the system is improved, and the final consistency of the system is ensured.
It should be noted that, for simplicity of description, the method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present invention is not limited by the illustrated order of acts, as some steps may occur in other orders or concurrently in accordance with the embodiments of the present invention. Further, those skilled in the art will appreciate that the embodiments described in the specification are presently preferred and that no particular act is required to implement the invention.
Referring to fig. 7, a block diagram of an asynchronous indexing device according to an embodiment of the present invention is shown, which may specifically include the following modules:
a document index request obtaining module 301, configured to invoke an asynchronous index service component to obtain a document index request;
a verification module 302, configured to verify the document and the meta information according to the document index request;
the document message sending module 303 is configured to send the document message to a document message topic of the message middleware when the verification is passed;
and the document indexing module 304 is used for consuming the document message in the document message subject and indexing the document to the search engine.
Preferably, the verification module includes:
the first prompting submodule is used for prompting index failure information when the format of the document is not the standard preset format;
or the second prompting submodule is used for prompting index failure information when the document structure is inconsistent with the index mapping.
Preferably, the apparatus further comprises:
and the returning module is used for returning the successful state of the document writing message queue when the document message is successfully sent to the document message subject.
Preferably, the apparatus further comprises:
and the prompting module is used for prompting the index failure information when the document message fails to be sent.
Preferably, the document indexing module includes:
and the document indexing submodule is used for consuming the document message in the document message theme, calling a specific interface of the search engine and indexing the document to the search engine.
The modules in the asynchronous indexing device can be wholly or partially implemented by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
The asynchronous indexing device provided by the above can be used for executing the asynchronous indexing method provided by any of the above embodiments, and has corresponding functions and beneficial effects.
In one embodiment, a computer device is provided, which may be a terminal, and its internal structure diagram may be as shown in fig. 8. The computer device includes a processor, a memory, a network interface, a display screen, and an input device connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement an asynchronous indexing method. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the architecture shown in fig. 8 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided comprising a memory having a computer program stored therein and a processor implementing the steps of the embodiments of fig. 1-5 when executing the computer program.
In one embodiment, a computer readable storage medium is provided, having stored thereon a computer program, which when executed by a processor, performs the steps of the embodiments of fig. 1-5 below.
The embodiments in the present specification are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, apparatus, or computer program product. Accordingly, embodiments of the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, embodiments of the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
Embodiments of the present invention are described with reference to flowchart illustrations and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing terminal to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing terminal to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing terminal to cause a series of operational steps to be performed on the computer or other programmable terminal to produce a computer implemented process such that the instructions which execute on the computer or other programmable terminal provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications of these embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the embodiments of the invention.
Finally, it should also be noted that, herein, 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 terminal 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 terminal. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or terminal that comprises the element.
The above detailed description of the asynchronous indexing method, the asynchronous indexing device, the computer device and the storage medium provided by the present invention, and the specific examples are applied herein to explain the principles and embodiments of the present invention, and the descriptions of the above embodiments are only used to help understand the method and the core ideas of the present invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (10)
1. An asynchronous indexing method, comprising:
calling an asynchronous index service component to obtain a document index request;
verifying the document and the meta information according to the document index request;
when the verification is passed, sending the document message to a document message subject of the message middleware;
and consuming the document message in the document message subject and indexing the document to a search engine.
2. The asynchronous indexing method of claim 1, wherein the checking of documents and meta information according to the document indexing request comprises:
when the format of the document is not the standard preset format, prompting index failure information;
or when the document structure is not consistent with the index mapping, prompting index failure information.
3. The asynchronous indexing method of claim 1, further comprising:
and when the document message is successfully sent to the document message subject, returning to the successful state of document writing in the message queue.
4. The asynchronous indexing method of claim 1, further comprising:
when the document message fails to be sent, index failure information is prompted.
5. The asynchronous indexing method of claim 1, wherein the consuming a document message in the document message topic, indexing a document to a search engine, comprises:
and consuming the document message in the document message subject, calling a specific interface of the search engine, and indexing the document to the search engine.
6. An asynchronous indexing device, comprising:
the document index request acquisition module is used for calling the asynchronous index service component to acquire a document index request;
the verification module is used for verifying the document and the meta information according to the document index request;
the document message sending module is used for sending the document message to the document message subject of the message middleware when the verification is passed;
and the document indexing module is used for consuming the document message in the document message theme and indexing the document to the search engine.
7. The asynchronous indexing device of claim 6, wherein the check module comprises:
the first prompting submodule is used for prompting index failure information when the format of the document is not the standard preset format;
or the second prompting submodule is used for prompting index failure information when the document structure is inconsistent with the index mapping.
8. The asynchronous indexing device of claim 6, further comprising:
and the returning module is used for returning the successful state of the document writing message queue when the document message is successfully sent to the document message subject.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor, when executing the computer program, implements the steps of the asynchronous indexing method of any one of claims 1 to 5.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the asynchronous indexing method of any one of claims 1 to 5.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN113468259A (en) * | 2021-09-01 | 2021-10-01 | 北京华品博睿网络技术有限公司 | Real-time data acquisition and storage method and system |
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