CN115086376A - Government affair data processing system based on micro service - Google Patents
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Abstract
The invention provides a government affair data processing system based on micro service, which comprises: a base service layer, comprising: the data basic service cluster is used for acquiring and storing government affair data in real time and comprises a plurality of micro services; the gateway service cluster is used for obtaining corresponding micro-services according to the matching of the calling request when receiving the external calling request; the data base service cluster is also used for acquiring corresponding government affair data from the data storage service cluster according to the called micro service and acquiring corresponding service data according to the government affair data and the micro service processing; a traffic support layer, comprising: the service scheduling module is used for matching the micro-services contained in the data basic service cluster according to the query request, generating a calling request and then acquiring service data; and the application service layer receives a service request, generates a corresponding query request and then outputs corresponding service data to the client. The beneficial effect is that the timeliness of government affair data processing is improved.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a government affair data processing system based on micro service.
Background
At present, the data analysis of the government affair data in the government affair system mainly takes off-line data analysis as a main part, the government affair data generated by the government affair department are periodically sent to a front-end processor, the front-end processor sends the government affair data to a pre-configured government affair big data platform, and the data processing is carried out on the government affair data on the government affair big data platform, so that the off-line data analysis is realized.
The offline data analysis has the defects of poor timeliness of government affair data, slow data feedback and poor user experience when a user inquires related data through a government affair big data platform,
in order to improve the efficiency of government affair data processing, people often adopt micro-service architecture to support data applications of government departments, however, in the micro-service architecture, one front-end request depends on a plurality of backend services, and there is a defect that all application resources are exhausted within several seconds when a certain backend is delayed, resulting in avalanche effect,
in addition, in an actual application environment, each service in the micro-service architecture is not highly reliable, and when a service is faulty or delayed, an application depending on the service cannot perform fault tolerance and isolation processing on the fault.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a government affair data processing system based on micro service, which comprises:
a base service layer, comprising:
the data base service cluster is used for acquiring government affair data in real time by an electronic government affair cloud and storing the government affair data to a data storage service cluster, and the data base service cluster comprises a plurality of micro services;
the gateway service cluster is connected with the data basic service cluster and used for obtaining the corresponding micro service according to the matching of a calling request when receiving the external calling request;
the data base service cluster is also used for acquiring corresponding government affair data from the data storage service cluster according to the called micro service and obtaining corresponding service data according to the government affair data and the micro service processing;
the business support layer runs above the basic service layer and comprises:
the service scheduling module is used for receiving a query request, matching the micro-services contained in the data basic service cluster according to the query request, generating the call request according to the running state of each micro-service obtained through matching, and then acquiring the service data fed back by the data basic service cluster based on the call request;
and the application service layer runs above the service support layer and is used for receiving a service request sent by a client, generating the corresponding query request according to the service request and then outputting the service data corresponding to the query request to the client.
Preferably, the invoking request includes a plurality of registration information, each of the registration information is associated with a corresponding micro service, and the basic service layer includes:
the service management module is used for acquiring the micro services sent by at least one service provider, performing service registration on each micro service to generate corresponding registration information, and storing the micro services and the corresponding registration information;
the service management module is respectively connected with the service registration module and the data basic service cluster and used for issuing the micro-service to the data basic service cluster;
the service scheduling module calls the corresponding micro service according to the registration information in the calling request to acquire the corresponding government affair data, and processes the government affair data to acquire the service data.
Preferably, the data base service cluster includes:
the data acquisition unit is used for acquiring the government affair data in real time through an Internet of things device;
the data transmission unit is connected with the data acquisition unit and used for transmitting the government affair data to the data storage service cluster and acquiring the corresponding government affair data from the data storage service cluster according to the calling request;
and the data calculation unit is connected with the data transmission unit and used for receiving the government affair data acquired by the data transmission module from the data storage service cluster, calling the corresponding micro service according to the calling request, processing the government affair data to obtain the service data and outputting the service data.
Preferably, the data calculation unit includes a distributed stream data engine, which is used for calculating the government affair data and outputting the service data.
Preferably, the data transmission unit transmits the government affair data and the service data in a message queue mode.
Preferably, when the service registration module performs service registration on the micro service, the registration information corresponding to the micro service is added to a pre-configured registry, and then a service registration component is pre-configured in the service administration module, and the service registration component matches the registration information in the registry to obtain the micro service which is registered, and issues the micro service to the data base service cluster.
Preferably, the service registration component detects heartbeat information used for representing the running state of the micro service in real time, and logs out the registration information of the micro service in the registration table when the heartbeat information is not received within a preset duration time.
Preferably, the application service layer further includes a log module, configured to perform link tracking on the process of calling each of the micro services to generate a log record and store the log record for an administrator to view.
Preferably, the query request has a corresponding call link, and each time the call request calls one of the microservices, a corresponding node is generated at a position corresponding to the call link, and then the log module includes:
the marking unit is used for marking the calling link to generate a corresponding link mark and marking each node in the calling link to generate a corresponding node mark;
and the processing unit is connected with the marking unit and used for acquiring the request time consumed by requesting each micro service and the response time consumed by each micro service for responding to the calling request, and processing according to the link marks, the node marks, the request times and the response times to obtain the log records corresponding to the calling links.
The technical scheme has the following advantages or beneficial effects:
(1) the micro-service architecture is adopted, corresponding government affair data are obtained according to the query request and are processed in real time to obtain service data, and the service data are fed back to the party initiating the query request, so that timeliness of the service data is improved;
(2) after receiving the calling application, the unified micro-service scheduling method is adopted to call the corresponding micro-service to process the government affair data, so that the real-time calculation amount of the data in the government affair data processing system is reduced, and the accuracy of the calculation result is improved;
(3) and acquiring a corresponding calling link by tracking the service request, and generating a log record corresponding to the calling link so that when the government affair data processing system fails, a user can timely locate the position of the failure according to the log record, thereby providing convenience for the maintenance of the government affair data processing system by the user.
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FIG. 1 is a control schematic diagram of a government data processing system in accordance with a preferred embodiment of the present invention;
FIG. 2 is a schematic diagram of the control of a data-based services cluster in a government data processing system in accordance with a preferred embodiment of the present invention;
FIG. 3 is a schematic diagram of the control of the log module in the government data processing system in accordance with the preferred embodiment of the present invention.
Detailed Description
The invention is described in detail below with reference to the figures and specific embodiments. The present invention is not limited to the embodiment, and other embodiments may be included in the scope of the present invention as long as the gist of the present invention is satisfied.
In accordance with the above-mentioned problems occurring in the prior art, there is provided in a preferred embodiment of the present invention, a government affairs data processing system based on micro-services, as shown in fig. 1, including:
a basic service layer 1, comprising:
the data base service cluster 11 is used for acquiring government affair data in real time by an electronic government affair cloud and storing the government affair data to a data storage service cluster 12, and the data base service cluster 11 comprises a plurality of micro services;
the gateway service cluster 13 is connected with the data basic service cluster 11, and the gateway service cluster 13 is used for obtaining corresponding micro-services according to the matching of a calling request when receiving the external calling request;
the data base service cluster 11 is further configured to obtain corresponding government affair data from the data storage service cluster 12 according to the invoked micro service, and obtain corresponding service data according to the government affair data and the micro service processing;
the service support layer 2 runs above the basic service layer 1, and comprises:
the service scheduling module 21 is configured to receive a query request, match micro services included in the data basic service cluster 11 according to the query request, generate a call request according to the running state of each micro service obtained through matching, and then obtain service data fed back by the data basic service cluster 11 based on the call request;
the application service layer 3 runs above the service support layer 2, and is configured to receive a service request sent by a client, generate a corresponding query request according to the service request, and then output service data corresponding to the query request to the client.
Specifically, in this embodiment, the government affair data processing system is a civil government affair service hotline system, and the government affair data includes, but is not limited to: the time when the service hotline accesses the telephone, the duration of the telephone, the recording of the call content, the scoring of the service satisfaction of the citizen after the call is ended, and the seat information of the call answering.
Corresponding service data includes, but is not limited to: the citizen can realize total appeal amount in a period of time, call completing rate in a period of time, average service handling time and sequencing of seats according to the score of the citizen on the service satisfaction degree.
When a user sends a service request through a client, an application service layer 3 generates a query request according to the service request, then a service support layer 2 generates a call request according to the query request and the running state of micro-services so as to reduce the probability of delaying the micro-services, then a gateway service cluster 13 matches the corresponding micro-services according to the call request, and then a data base service cluster 11 acquires government service data according to the called micro-services and processes the government service data to obtain service data.
The data storage service cluster 12 includes a cache database, a relational database, and a distributed storage database.
The cache database adopts a Redis database, the relational database adopts a MySQL database, and the distributed storage databases respectively adopt a Hadoop database and an MPP database.
Isolation between service requests and the microservices in the data base service cluster 11 is achieved by the gateway service cluster 13.
In a preferred embodiment of the present invention, the call request includes a plurality of registration information, each of which is associated with a corresponding microservice, as shown in fig. 1 and 2, the basic service layer 1 includes:
the service registration module 14, the service administration module 15 is configured to obtain the micro services sent by at least one service provider, perform service registration on each micro service to generate corresponding registration information, and store the micro service and the corresponding registration information;
the service administration module 15 is respectively connected with the service registration module 14 and the data basic service cluster 11 and is used for issuing the micro-service to the data basic service cluster 11;
the service scheduling module 21 calls the corresponding micro service according to the registration information in the call request to obtain the corresponding government affair data, and processes the service data according to the government affair data to obtain the service data.
Specifically, in the present embodiment, in the development process of the micro-service, a developer deploys an application to the data base service cluster 11 in a orchestration manner, and the logic related to the micro-service administration is completed by the cooperation of the data plane and the control plane.
In a preferred embodiment of the present invention, the data base service cluster 11 comprises:
the data acquisition unit 111 is used for acquiring government affair data in real time through an internet of things device;
the data transmission unit 112 is connected with the data acquisition unit 111, and is used for transmitting the government affair data to the data storage service cluster 12 and acquiring the corresponding government affair data from the data storage service cluster 12 according to the call request;
and the data calculating unit 113 is connected to the data transmitting unit 112, and is configured to receive government affair data acquired by the data transmitting module from the data storage service cluster 12, invoke a corresponding micro service according to the invocation request, process the government affair data to obtain service data, and output the service data.
Specifically, in this embodiment, the obtained government affair data is accessed to Kafka or Flume, and each data index is calculated based on the accessed data table and stored in a pre-configured file format.
In a preferred embodiment of the present invention, the data calculating unit 113 includes a distributed stream data engine for calculating government affair data and outputting service data.
Specifically, in this embodiment, the real-time computation is implemented by a distributed stream data engine, and the real-time computation includes: quasi-real-time flow (batch) calculation, real-time flow calculation and flow batch integrated calculation.
The quasi-real-time streaming (batch processing) adopts an Apache Spark calculation engine to support batch processing, real-time streaming, online analysis, offline analysis, machine learning and graph calculation;
the real-time flow calculation adopts a distributed real-time big data processing framework;
an Apache Flink open source flow processing framework is adopted in flow batch integration calculation, and flow processing and batch processing are unified.
In the preferred embodiment of the present invention, the data transmission unit 112 transmits the government affair data and the service data in a message queue.
In a preferred embodiment of the present invention, when the service registration module 14 performs service registration on the micro service, the registration information corresponding to the micro service is added to a pre-configured registry, and then the service administration module 15 is pre-configured with a service registration component, and the service registration component matches the registration information in the registry to obtain the micro service that has been registered, and issues the micro service to the data base service cluster 11.
Specifically, in this embodiment, the service registration component uses an idio-proxy, which is used as a micro-service agent, and when the micro-service is deployed, a registry is generated, and registration information of the deployed micro-service is added into the registry, so that the corresponding micro-service is called subsequently according to the registration information.
Processing the query request input from the outside through the gateway service cluster 13; and aiming at the interior of the micro-service architecture, the access among the micro-services is processed in a sidecar mode.
In a preferred embodiment of the present invention, the service registration component detects heartbeat information indicating an operation status of the microservice in real time, and cancels the registration information of the microservice in the registration table when the heartbeat information is not received within a preset duration time.
In the preferred embodiment of the present invention, as shown in fig. 1 and fig. 3, the application service layer 3 further includes a log module 31 for performing link tracking on the process of calling each microservice to generate a log record and storing the log record for an administrator to view.
In a preferred embodiment of the present invention, the query request has a corresponding call link, and each time the call request calls a microservice, a corresponding node is generated at a position corresponding to the call link, the log module 31 includes:
a marking unit 311, configured to mark the call link to generate a corresponding link mark, and mark each node in the call link to generate a corresponding node mark;
and the processing unit 312, the connection marking unit 311, is configured to obtain request time consumed by requesting each micro service and response time consumed by each micro service responding to the call request, and process according to the link label, each node label, each request time, and each response time to obtain a log record corresponding to the call link.
Specifically, in this embodiment, the following information is recorded when the microservice is called:
acquiring a calling link corresponding to a service request initiated by a user and generating a globally unique mark for identifying the request, wherein when a plurality of micro services are called, the micro services with the same mark belong to the same calling link;
in the process of one request, when different services are called, a new mark is generated so as to realize the purpose of marking the nodes in the calling link;
because one called micro service may call a plurality of other micro services in the calling link, each time calling generates a mark of itself, records the mark of the superior micro service of itself, and records the calling relation between the micro services at each node in the calling link through the marks;
the request time of the calling request and the response time of the micro service;
in addition, a log collection and storage component is called, and a monitoring component and a log analysis component for displaying link calls are also required.
In summary, by adopting the micro-service architecture, the corresponding government affair data is obtained according to the query request, and is processed in real time to obtain the service data, and the service data is fed back to the party initiating the query request, so as to improve the timeliness of the service data. After receiving the calling application, calling the corresponding micro-service to process the government affair data, reducing the real-time calculation amount of the data in the government affair data processing system, and improving the accuracy of the calculation result. The corresponding call link is obtained by tracking the service request, and the log record corresponding to the call link is generated, so that when the government affair data processing system fails, a user can locate the position where the failure occurs in time according to the log record, and convenience is provided for the maintenance of the government affair data processing system by the user.
While the invention has been described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention.
Claims (9)
1. A microservice-based government data processing system, comprising:
a base service layer, comprising:
the data base service cluster is used for acquiring government affair data in real time by an electronic government affair cloud and storing the government affair data to a data storage service cluster, and the data base service cluster comprises a plurality of micro services;
the gateway service cluster is connected with the data basic service cluster and used for obtaining the corresponding micro service according to the matching of a calling request when receiving the external calling request;
the data base service cluster is also used for acquiring corresponding government affair data from the data storage service cluster according to the called micro service and obtaining corresponding service data according to the government affair data and the micro service processing;
the business support layer runs above the basic service layer and comprises:
the service scheduling module is used for receiving a query request, matching the micro-services contained in the data basic service cluster according to the query request, generating the call request according to the running state of each micro-service obtained through matching, and then acquiring the service data fed back by the data basic service cluster based on the call request;
and the application service layer runs above the service support layer and is used for receiving a service request sent by a client, generating a corresponding query request according to the service request and then outputting the service data corresponding to the query request to the client.
2. A government affair data processing system according to claim 1, wherein the call request includes a plurality of registration information, each of the registration information is associated with a corresponding one of the micro-services, and the basic service layer includes:
the service management module is used for acquiring the micro services sent by at least one service provider, performing service registration on each micro service to generate corresponding registration information, and storing the micro services and the corresponding registration information;
the service management module is respectively connected with the service registration module and the data basic service cluster and used for issuing the micro-service to the data basic service cluster;
the service scheduling module calls the corresponding micro service according to the registration information in the calling request to obtain the corresponding government affair data, and the service data is obtained through processing according to the government affair data.
3. A government affairs data processing system according to claim 1, wherein the data base service cluster includes:
the data acquisition unit is used for acquiring the government affair data in real time through an Internet of things device;
the data transmission unit is connected with the data acquisition unit and used for transmitting the government affair data to the data storage service cluster and acquiring the corresponding government affair data from the data storage service cluster according to the calling request;
and the data calculation unit is connected with the data transmission unit and used for receiving the government affair data acquired by the data transmission module from the data storage service cluster, calling the corresponding micro service according to the calling request to process the government affair data to obtain the service data and outputting the service data.
4. A government affairs data processing system according to claim 3, wherein the data calculating unit includes a distributed flow data engine for calculating the government affairs data and outputting the service data.
5. A government affair data processing system according to claim 3, wherein the data transmission unit transmits the government affair data and the service data in a message queue.
6. A government affair data processing system according to claim 2, wherein when the service registration module performs service registration on the micro-service, the registration information corresponding to the micro-service is added to a pre-configured registry, and then a service registration component is pre-configured in the service administration module, and the service registration component matches the registration information in the registry to obtain the micro-service which has been registered, and issues the micro-service to the data base service cluster.
7. A government data processing system according to claim 6, wherein the service registration component detects heartbeat information indicating an operation status of the micro-service in real time, and de-registers the registration information of the micro-service in the registry when the heartbeat information is not received for a preset duration.
8. A government data processing system according to claim 1, wherein said application service layer further comprises a log module for link tracking the process of calling each said microservice to generate a log record and save for viewing by an administrator.
9. A government affairs data processing system according to claim 8, wherein the inquiry request has a corresponding call link, and each time the call request calls one of the microservices to generate a corresponding node at a location corresponding to the call link, the logging module comprises:
the marking unit is used for marking the calling link to generate a corresponding link mark and marking each node in the calling link to generate a corresponding node mark;
and the processing unit is connected with the marking unit and used for acquiring the request time consumed by requesting each micro service and the response time consumed by each micro service for responding to the calling request, and processing according to the link marks, the node marks, the request times and the response times to obtain the log records corresponding to the calling links.
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