CN110990153A - Dubbo interface caching method and device under distributed environment based on SpringCache - Google Patents
Dubbo interface caching method and device under distributed environment based on SpringCache Download PDFInfo
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- CN110990153A CN110990153A CN201911183548.3A CN201911183548A CN110990153A CN 110990153 A CN110990153 A CN 110990153A CN 201911183548 A CN201911183548 A CN 201911183548A CN 110990153 A CN110990153 A CN 110990153A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- 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
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
- G06F9/5016—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals the resource being the memory
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/133—Protocols for remote procedure calls [RPC]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/56—Provisioning of proxy services
- H04L67/568—Storing data temporarily at an intermediate stage, e.g. caching
Abstract
The invention provides a Dubbo interface caching method and device under a distributed environment based on SpringCache, comprising the following steps: an annotation module; the Dubbo interface cache processor module comprises a Dubbo interface interception module and an interface calling bridging module, wherein the Dubbo interface interception module is used for intercepting an interface calling request of a client and/or a server and identifying an interface containing cache annotation drive; the interface calling bridging module is used for packaging the native Dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, sending the interface calling trigger to the cache processor for processing, and obtaining and returning an interface calling result; the cache processor module is used for analyzing the cache annotation and then executing corresponding cache read-write operation according to the interface calling request sent by the Dubbo interface cache processor module, and returning an operation result. The RPC remote calling method can be used for remote calling of RPC in a distributed environment, and the client can obtain the cache in a SpringCache annotation form without a network request to the server.
Description
Technical Field
The invention relates to the technical field of distributed cache, in particular to a Dubbo interface cache method and device under a distributed environment based on SpringCache.
Background
The existing caching scheme is that reading and writing of a cache are realized by directly using a SpringCache annotation mode in a service layer, wherein fig. 1 exemplarily shows the existing caching scheme, a Dubbo service client initiates a service call request through a network, and then the Dubbo service end receives the service request and requests the service layer; and the service layer acquires the cache through the Springcache frame, and returns a cache result after the cache is hit.
Disclosure of Invention
The invention aims to provide a Dubbo interface cache device under a distributed environment based on SpringCache, which comprises:
the annotation module is used for caching annotation drive of reading and writing;
the Dubbo interface cache processor module comprises a Dubbo interface interception module and an interface calling bridging module, wherein the Dubbo interface interception module is used for intercepting an interface calling request of a client and/or a server and identifying an interface containing cache annotation drive; the interface calling bridging module is used for packaging the native Dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, sending the interface calling trigger to the cache processor for processing, and obtaining and returning an interface calling result;
the cache processor module is used for analyzing the cache annotation and then executing corresponding cache read-write operation according to the interface calling request sent by the Dubbo interface cache processor module, and returning an operation result.
Preferably, the cache processor module includes a cache interceptor, an annotation parser, a cache adapter, a cache manager, and a cache executor, wherein:
the cache interceptor is arranged for receiving the cache calling request, sending the cache calling request to the cache analyzer for analyzing the cache annotation and generating a cache operation object class;
the cache interceptor is also used for sending the operation object class to the cache adapter, the cache adapter selects the adaptive cache manager, and the cache manager generates a cache execution class;
the cache interceptor is further configured to trigger the cache executor to perform the read-write operation of the cache according to the attribute of the cache operation object class, and return the operation result to the superior caller after obtaining the operation result.
Preferably, the cache parser parses out the cache annotation attribute and the calling method to generate the cache operation object class.
Preferably, the cache adapter judges whether the interface call request is of a Dache type, and selectively sends the interface call request to the Dache cache manager in response to the Dache type, otherwise sends the interface call request to the native cache manager to analyze the native cache attribute, wherein the expiration time ttl attribute and the hash key attribute are also analyzed in the Dache cache manager, and then the native cache attribute is analyzed.
Preferably, the cache executor executes a class read-write service cache, sets an expiration time for a ttl attribute, caches the hash key read-write hash structure, and then determines whether the calling method is a Dubbo interface method, if so, obtains a real returned class object through a generic reflection, serializes the cache into a returned object type, otherwise, directly serializes the cache into the returned object type.
The invention also provides a Dubbo interface caching method under the distributed environment based on SpringCache, which comprises the following steps:
step 1, intercepting an interface call request of a client and/or a server, and identifying an interface containing a cache annotation drive;
step 2, packaging the native dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, and sending the interface calling trigger to the cache processor for processing to obtain and return an interface calling result;
step 3, receiving the analyzed cache calling request, analyzing the cache annotation, and generating a cache operation object class;
step 4, selecting an adaptive cache manager according to whether the interface calling request is of the Dache type, and generating a cache execution class by the corresponding cache manager;
and 5, triggering and executing the read-write operation of the cache according to the attribute of the cache operation object class, and returning to a superior caller after an operation result is obtained.
Preferably, the operation of parsing the cached annotation in step 3 includes:
and analyzing the annotation attribute of the cache and the calling method to generate a cache operation object class.
Preferably, in step 4, it is first determined whether the interface call request is of a Dache type, and the interface call request is selectively sent to the Dache cache manager in response to the Dache type, or else, the interface call request is sent to the native cache manager to analyze the native cache attribute, where the expiration time ttl attribute and the hash key attribute are first analyzed in the Dache cache manager, and then the native cache attribute is analyzed.
Preferably, in step 5, according to the attribute of the cache operation object class, executing class read-write service cache, setting expiration time for the ttl attribute, reading and writing hash structure cache for the hash key, then determining whether the calling method is a Dubbo interface method, if so, obtaining a real return class object through generic reflection, serializing the cache into a return object type, and if not, directly serializing the cache into the return object type.
The technical scheme of the invention shows that the invention is based on the mechanisms of SpringCache and dubbo filter, and can realize the purposes of reducing one-time network transmission and calling the traditional service cache directly through annotation driving under the calling scene of the distributed rpc client. Meanwhile, under the condition of no intrusion to the native framework code, the function of the SpringCache framework can be expanded without punching a framework jar packet again, and the setting of single cache expiration time and hash structure cache is supported.
It should be understood that all combinations of the foregoing concepts and additional concepts described in greater detail below can be considered as part of the inventive subject matter of this disclosure unless such concepts are mutually inconsistent. In addition, all combinations of claimed subject matter are considered a part of the presently disclosed subject matter.
The foregoing and other aspects, embodiments and features of the present teachings can be more fully understood from the following description taken in conjunction with the accompanying drawings. Additional aspects of the present invention, such as features and/or advantages of exemplary embodiments, will be apparent from the description which follows, or may be learned by practice of specific embodiments in accordance with the teachings of the present invention.
Drawings
The drawings are not intended to be drawn to scale. In the drawings, each identical or nearly identical component that is illustrated in various figures may be represented by a like numeral. For purposes of clarity, not every component may be labeled in every drawing. Embodiments of various aspects of the present invention will now be described, by way of example, with reference to the accompanying drawings, in which:
fig. 1 is an example of implementing reading and writing of a cache by using a SpringCache annotation manner in a business layer in the prior art.
Fig. 2 is an example of a caching apparatus according to an exemplary embodiment of the present invention.
Fig. 3 is an example of a flow of a Dubbo interface caching process of the caching method according to the exemplary embodiment of the present invention.
Fig. 4 is a flowchart example of the caching process of the caching method of the exemplary embodiment of the present invention.
Detailed Description
In order to better understand the technical content of the present invention, specific embodiments are described below with reference to the accompanying drawings.
In this disclosure, aspects of the present invention are described with reference to the accompanying drawings, in which a number of illustrative embodiments are shown. Embodiments of the present disclosure are not necessarily intended to include all aspects of the invention. It should be appreciated that the various concepts and embodiments described above, as well as those described in greater detail below, may be implemented in any of numerous ways, as the disclosed concepts and embodiments are not limited to any one implementation. In addition, some aspects of the present disclosure may be used alone, or in any suitable combination with other aspects of the present disclosure.
According to the problems in the prior art, the invention provides a distributed Dubbo interface caching scheme realized based on a Spring cache (Spring service caching framework), RPC is remotely called in a distributed environment, a client can obtain a cache in a Spring cache annotation form without a network request to a server, and the distributed Dubbo interface caching scheme can be applied to traditional service caching.
Referring to fig. 2 to 4, the Dubbo interface cache apparatus in the distributed environment based on the SpringCache according to the exemplary embodiment of the present invention includes an annotation module, a Dubbo interface cache processor module, and a cache processor module.
And the annotation module is used for caching annotation drive of reading and writing.
The Dubbo interface cache processor module comprises a Dubbo interface interception module and an interface calling bridging module, wherein the Dubbo interface interception module is used for intercepting an interface calling request of a client and/or a server and identifying an interface containing cache annotation drive; the interface calling bridging module is used for packaging the native Dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, sending the interface calling trigger to the cache processor for processing, and obtaining and returning an interface calling result.
The cache processor module is used for analyzing the cache annotation and then executing corresponding cache read-write operation according to the interface calling request sent by the Dubbo interface cache processor module, and returning an operation result.
The name and attributes of the annotation driver of the annotation module are exemplarily shown in table 1 below.
It should be understood that the whole system as shown in fig. 2 can be started by adding the spring container after the assembly of the annotation module, the cache processor module and the cache frame of the cache processor module according to the Dubbo interface is completed.
Referring to fig. 3, in the Dubbo interface cache processor module, first, interface call requests from the client and the server are intercepted, the interface type is identified, if the interface is a test interface, an interface result is returned, and if the interface is not a test interface, a cache annotation is obtained for next identification, and whether the interface is an interface containing a cache annotation drive is determined.
If an interface containing a cache annotation driver is identified, a native Dubbo interface call trigger (Dubboinvoke) is packaged as an interface call trigger (Cacheinvoke) that can be used by the cache processor. And then sending the data to a cache processor for processing to obtain and return an interface calling result. The method also comprises the step of packaging the returned result.
As shown in fig. 2, preferably, the cache processor module includes a cache interceptor, an annotation parser, a cache adapter, a cache manager, and a cache executor, where:
the cache interceptor is arranged for receiving the cache calling request, sending the cache calling request to the cache analyzer for analyzing the cache annotation and generating a cache operation object class;
the cache interceptor is also used for sending the operation object class to the cache adapter, the cache adapter selects the adaptive cache manager, and the cache manager generates a cache execution class;
the cache interceptor is further configured to trigger the cache executor to perform the read-write operation of the cache according to the attribute of the cache operation object class, and return the operation result to the superior caller after obtaining the operation result.
Preferably, the cache parser parses out the cache annotation attribute and the calling method to generate the cache operation object class.
Preferably, the cache adapter judges whether the interface call request is of a Dache type, and selectively sends the interface call request to the Dache cache manager in response to the Dache type, otherwise sends the interface call request to the native cache manager to analyze the native cache attribute, wherein the expiration time ttl attribute and the hash key attribute are also analyzed in the Dache cache manager, and then the native cache attribute is analyzed.
Preferably, the cache executor executes a class read-write service cache, sets an expiration time for a ttl attribute, caches the hash key read-write hash structure, and then determines whether the calling method is a Dubbo interface method, if so, obtains a real returned class object through a generic reflection, serializes the cache into a returned object type, otherwise, directly serializes the cache into the returned object type.
In an exemplary implementation of the present invention, we illustrate caching weather queries using an interface as an example.
Testing scene: calling a weather information query interface to acquire weather information by day
Interface name:
/agw/eigenvalue/queryEigenvalues
testing the tool:
Apache ab
and (3) pressure measurement of the environment:
intel (R) Xeon (R) CPU E5-2680 v4@2.40GHz binuclear 2
Memory: 20G
And (3) pressure measurement data:
{"queryType":15,"brandId":"171162142b7741f085eb7b34351097e5","beginTime":"2019-11-25","endTime":"2019-11-25"}
and (3) pressure measurement times:
10 threads 50-100 times
From the test results, in the scenario of the weather information query interface:
and (3) opening a cache switch: interface qps at 59.47 times/sec with average response time of 168ms
Closing a cache switch: interface qps at 41 times/sec with average response time 241ms
Interface qps is raised by 46% and the average response time of the interface is reduced by 30%.
By combining the technical scheme and the specific embodiment of the invention, the Dubbo interface caching scheme based on the spring cache and the Dubbofilter mechanism realizes that the Dubbo client can obtain the service cache in a spring cache annotation form without a network request to a server based on the Dubbo filter mechanism, the performance of the interface qps is obviously improved, and the average response time of the interface is greatly reduced. Meanwhile, the method of setting the expiration time for a certain cache independently can be realized through the SpringCache, and HASH structure cache can be supported through the SpringCache.
The embodiments shown in fig. 3 and 4 and disclosed in the present invention can also be configured as follows.
A configuration of a Dubbo interface cache method in a distributed environment based on SpringCache comprises the following steps:
step 1, intercepting an interface call request of a client and/or a server, and identifying an interface containing a cache annotation drive;
step 2, packaging the native dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, and sending the interface calling trigger to the cache processor for processing to obtain and return an interface calling result;
step 3, receiving the analyzed cache calling request, analyzing the cache annotation, and generating a cache operation object class;
step 4, selecting an adaptive cache manager according to whether the interface calling request is of the Dache type, and generating a cache execution class by the corresponding cache manager;
and 5, triggering and executing the read-write operation of the cache according to the attribute of the cache operation object class, and returning to a superior caller after an operation result is obtained.
Preferably, the operation of parsing the cached annotation in step 3 includes:
and analyzing the annotation attribute of the cache and the calling method to generate a cache operation object class.
Preferably, in step 4, it is first determined whether the interface call request is of a Dache type, and the interface call request is selectively sent to the Dache cache manager in response to the Dache type, or else, the interface call request is sent to the native cache manager to analyze the native cache attribute, where the expiration time ttl attribute and the hash key attribute are first analyzed in the Dache cache manager, and then the native cache attribute is analyzed.
Preferably, in step 5, according to the attribute of the cache operation object class, executing class read-write service cache, setting expiration time for the ttl attribute, reading and writing hash structure cache for the hash key, then determining whether the calling method is a Dubbo interface method, if so, obtaining a real return class object through generic reflection, serializing the cache into a return object type, and if not, directly serializing the cache into the return object type.
Although the present invention has been described with reference to the preferred embodiments, it is not intended to be limited thereto. Those skilled in the art can make various changes and modifications without departing from the spirit and scope of the invention. Therefore, the protection scope of the present invention should be determined by the appended claims.
Claims (9)
1. The utility model provides a Dubbo interface buffer memory device under distributed environment based on springCache which characterized in that includes:
the annotation module is used for caching annotation drive of reading and writing;
the Dubbo interface cache processor module comprises a Dubbo interface interception module and an interface calling bridging module, wherein the Dubbo interface interception module is used for intercepting an interface calling request of a client and/or a server and identifying an interface containing cache annotation drive; the interface calling bridging module is used for packaging the native Dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, sending the interface calling trigger to the cache processor for processing, and obtaining and returning an interface calling result;
the cache processor module is used for analyzing the cache annotation and then executing corresponding cache read-write operation according to the interface calling request sent by the Dubbo interface cache processor module, and returning an operation result.
2. The Dubbo interface cache device in a distributed environment based on SpringCache according to claim 1, wherein the cache processor module comprises a cache interceptor, an annotation parser, a cache adapter, a cache manager and a cache executor, wherein:
the cache interceptor is arranged for receiving the cache calling request, sending the cache calling request to the cache analyzer for analyzing the cache annotation and generating a cache operation object class;
the cache interceptor is also used for sending the operation object class to the cache adapter, the cache adapter selects the adaptive cache manager, and the cache manager generates a cache execution class;
the cache interceptor is further configured to trigger the cache executor to perform the read-write operation of the cache according to the attribute of the cache operation object class, and return the operation result to the superior caller after obtaining the operation result.
3. The Dubbo interface cache device in a distributed environment based on SpringCache according to claim 2, wherein the cache parser parses out the cache annotation attribute and the calling method to generate the cache operation object class.
4. The Dubbo interface cache device under the distributed environment based on the SpringCache according to claim 2, wherein the cache adapter judges whether an interface call request is of a Dache type, and selectively sends the interface call request to a Dache cache manager in response to the Dache type, otherwise sends the interface call request to the native cache manager to analyze the native cache attribute, wherein the expiration time ttl attribute and the hash key attribute are also analyzed in the Dache cache manager, and then the native cache attribute is analyzed.
5. The Dubbo interface cache device under the distributed environment based on the SpringCache according to claim 2, wherein the cache executor executes class read-write service caching, sets expiration time for a ttl attribute, caches the hash structure for the hashkey read-write, then determines whether the calling method is the Dubbo interface method, if so, obtains a real return class object through generic reflection, serializes the cache into a return object type, and if not, directly serializes the cache into the return object type.
6. A Dubbo interface caching method under a distributed environment based on SpringCache is characterized by comprising the following steps:
step 1, intercepting an interface call request of a client and/or a server, and identifying an interface containing a cache annotation drive;
step 2, packaging the native dubbo interface calling trigger into an interface calling trigger which can be used by the cache processor, and sending the interface calling trigger to the cache processor for processing to obtain and return an interface calling result;
step 3, receiving the analyzed cache calling request, analyzing the cache annotation, and generating a cache operation object class;
step 4, selecting an adaptive cache manager according to whether the interface calling request is of the Dache type, and generating a cache execution class by the corresponding cache manager;
and 5, triggering and executing the read-write operation of the cache according to the attribute of the cache operation object class, and returning to a superior caller after an operation result is obtained.
7. The Dubbo interface caching method in a distributed environment based on SpringCache according to claim 6, wherein the operation of parsing the cache annotation in step 3 comprises:
and analyzing the annotation attribute of the cache and the calling method to generate a cache operation object class.
8. The Dubbo interface cache method in a distributed environment based on a SpringCache according to claim 6, wherein in the step 4, it is firstly judged whether the interface call request is of a Dache type, and the request is selectively sent to a Dache cache manager in response to the Dache type, otherwise the request is sent to a native cache manager to analyze the native cache attribute, wherein the expiration time ttl attribute and the hash key attribute are firstly analyzed in the Dache cache manager, and then the native cache attribute is analyzed.
9. The Dubbo interface caching method in a distributed environment based on a SpringCache according to claim 6, wherein in the step 5, a class read-write service caching is executed according to the attribute of the caching operation object class, an expiration time is set for the ttl attribute, a hash structure caching is read-written for the hash key, then whether the calling method is the Dubbo interface method is judged, if so, a real return class object is obtained through a generic reflection, the caching is serialized into a return object type, and if not, the caching is directly serialized into the return object type.
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