CN116578295B - Component dynamic expansion system based on micro-service architecture - Google Patents
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Abstract
The invention relates to the technical field of component expansion, in particular to a component dynamic expansion system based on a micro-service architecture, which comprises the following components: the component management module is used for editing the instructions of the components of different types and setting the parameters of the called components; the database is connected with the component management module and is used for storing components of different types; the component loading module is connected with the component management module and is used for analyzing a page loading request sent by the user terminal to acquire the component type and the component content of the page to be loaded; the component expansion module is connected with the component loading module and used for carrying out modification, addition and deletion operations on the components; the central control module is used for adjusting the component expansion quantity in unit time to a corresponding quantity according to the loading time of the components; the invention realizes the improvement of the accuracy and the practicability of the dynamic expansion of the component.
Description
Technical Field
The invention relates to the technical field of component expansion, in particular to a dynamic component expansion system based on a micro-service architecture.
Background
In the prior art, when the components in the component dynamic expansion system and the data integration platform are redeployed, shutdown updating is needed, so that the availability of the data integration platform is low, and the expansion accuracy and stability of the component dynamic expansion system are also problematic.
Chinese patent publication No.: CN114944233a discloses a component expansion method and device, which relate to the field of software development, and can not only avoid additional development of upgrade scripts when the bottom component is upgraded, but also eliminate coupling and associated modification of the upper layer component and the bottom component. The method of the invention comprises the following steps: acquiring description files of all components loaded in the starting process of a software system; analyzing the description files of each component to obtain the extension identification information of each component configuration file; and loading the configuration files belonging to the same base class into the memory according to the base class identification in the extension identification information, and merging to obtain the extended configuration files. It can be seen that the component expansion method and device have the problems that the detection of the relevance between components is inaccurate and the dynamic expansion process is easy to generate errors.
Disclosure of Invention
Therefore, the invention provides a component dynamic expansion system based on a micro-service architecture, which is used for solving the problems that the detection of the relevance between components is inaccurate and the dynamic expansion process is easy to generate errors in the prior art.
In order to achieve the above object, the present invention provides a component dynamic expansion system based on a micro-service architecture, including: the component management module is used for editing the instructions of the components of different types and setting the parameters of the called components; the database is connected with the component management module and is used for storing components of different types; the component loading module is connected with the database and is used for analyzing a page loading request sent by the user terminal to acquire the component type and the component content of the page to be loaded; the component expansion module is connected with the component loading module and used for carrying out modification, addition and deletion operations on the components and comprises a data calling layer connected with the component loading module and used for calling the components to be loaded, a data format conversion layer connected with the calling layer and used for carrying out format conversion operation on data, a data access layer used for collecting information of different components and a data output layer connected with the component display layer and used for outputting the contents of the components to be displayed to a loading page;
the central control module is respectively connected with the component management module, the database, the component loading module and the component expansion module and is used for adjusting the component expansion quantity in unit time to a corresponding quantity according to the loading time of the components, adjusting the standard coupling degree between the components to a first corresponding coupling degree according to the code modification length between different operation components of the same loading page and secondarily adjusting the standard coupling degree between the components to a second corresponding coupling degree according to the similarity evaluation parameter between the adjacent two page loading request data.
Further, the component expansion module adopts a micro-service architecture for a data calling layer, a data format conversion layer, a data access layer and a data output layer in the production process of calling the component and modifying the component.
Further, the component management module includes:
the component display layer code editor is used for editing the code of the component display layer;
a data processing service code editor for outputting a data processing code by code editing;
and the code compiler is connected with the data processing service code editor and used for converting the source code into the target code.
Further, the central control module determines three types of judging modes of whether the expansion efficiency of the component is within an allowable range according to the loading time of the component, wherein,
the first type of judgment mode is that the central control module judges that the expansion efficiency of the component is within an allowable range under the condition of presetting a first loading time length;
the second type of judgment mode is that the central control module judges that the expansion efficiency of the components is lower than the allowable range under the condition of presetting a second loading time length, preliminarily judges that the association complexity of different components of the page to be loaded exceeds the allowable range, and judges secondarily whether the association complexity of different components of the page to be loaded exceeds the allowable range according to the code modification length between different running components of the same loading page;
The third type of judgment mode is that the central control module judges that the expansion efficiency of the component is lower than the allowable range under the condition of presetting a third loading time length, and the expansion quantity of the component in unit time is adjusted to a corresponding quantity by calculating the difference value of the loading time length of the component and the preset second loading time length;
the condition of the preset first loading time length is that the loading time length of the component is smaller than or equal to the preset first loading time length; the condition of the preset second loading time length is that the loading time length of the component is longer than the preset first loading time length and is smaller than or equal to the preset second loading time length; the condition of the preset third loading time length is that the loading time length of the component is longer than the preset second loading time length; the preset first loading time period is smaller than the preset second loading time period.
Further, the central control module determines three types of adjustment modes of the component expansion number for unit time according to the difference value between the loading time length of the component and the preset second loading time length under the condition of the preset third loading time length, wherein,
the first type of adjustment mode is that the central control module adjusts the number of component expansion in unit time to a preset number under the condition of presetting a first loading time difference value;
The second type of adjustment mode is that the central control module uses a preset second quantity adjustment coefficient to adjust the component expansion quantity in the unit time to a first quantity under the condition of presetting a second loading time difference value;
the third type of adjustment mode is that the central control module adjusts the expansion number of the components in the unit time to a second number by using a preset first number adjustment coefficient under the condition of presetting a third loading time difference value;
the difference value condition of the preset first loading time length is that the difference value between the loading time length of the component and the preset second loading time length is smaller than or equal to the difference value of the preset first loading time length; the preset second loading time length difference condition is that the difference value between the loading time length of the component and the preset second loading time length is larger than the preset first loading time length difference value and smaller than or equal to the preset second loading time length difference value; the difference value condition of the preset third loading time length is that the difference value between the loading time length of the component and the preset second loading time length is larger than the difference value of the preset second loading time length; the preset first loading time length difference value is smaller than the preset second loading time length difference value, and the preset first quantity adjusting coefficient is smaller than the preset second quantity adjusting coefficient.
Further, the central control module determines whether the association complexity of different components of the page to be loaded exceeds two types of secondary judgment modes of an allowable range according to the code modification length between different running components of the same page under the condition of presetting a second loading time length, wherein,
the first secondary judgment mode is that the central control module judges that the association complexity of different components of the page to be loaded is in an allowable range under the condition of presetting a first modification length;
the second type of secondary judgment mode is that the central control module judges that the association complexity between different components of the page to be loaded exceeds an allowable range under the condition of a preset second modification length, and the standard coupling degree between the components is adjusted to a first corresponding coupling degree by calculating the difference value between the code modification length and the preset modification length;
the first modification length condition is that the code modification length is smaller than or equal to the preset modification length; the condition of the preset second modification length is that the code modification length is larger than the preset modification length.
Further, the central control module determines three types of adjustment modes aiming at standard coupling degrees between components according to the difference value between the code modification length and the preset modification length under the condition of the preset second modification length, wherein,
The first type of coupling degree adjusting mode is that the central control module adjusts the standard coupling degree between the components to a preset coupling degree under the condition of a preset first modification length difference value;
the second type of coupling degree adjusting mode is that the central control module uses a preset second coupling degree adjusting coefficient to adjust the standard coupling degree between the components to the first coupling degree under the condition of presetting a second modification length difference value;
the third type of coupling degree adjusting mode is that the central control module uses a preset first coupling degree adjusting coefficient to adjust the standard coupling degree between the components to a second coupling degree under the condition of presetting a third modification length difference value;
the preset first modification length difference condition is that the difference between the code modification length and the preset modification length is smaller than or equal to the preset first modification length difference; the preset second modification length difference condition is that the difference between the code modification length and the preset modification length is larger than the preset first modification length difference and smaller than or equal to the preset second modification length difference; the difference value condition of the preset third modification length is that the difference value between the code modification length and the preset modification length is larger than the difference value of the preset second modification length; the preset first modification length difference value is smaller than the preset second modification length difference value, and the preset first coupling degree adjustment coefficient is smaller than the preset second coupling degree adjustment coefficient.
Further, the central control module determines two types of judging modes of whether the accuracy of component call is within an allowable range according to the similarity evaluation parameter between the two adjacent page load request data, wherein,
the first type of accuracy judging mode is that the central control module judges that the accuracy of component call is in an allowable range under the condition of presetting a first evaluation parameter;
the second type of accuracy judging mode is that the central control module judges that the accuracy of component call is lower than an allowable range under the condition of a preset second evaluation parameter, and the standard coupling degree between components is secondarily adjusted to a second corresponding coupling degree by calculating the difference value between the similarity evaluation parameter and the preset evaluation parameter;
the first preset evaluation parameter condition is that the similarity evaluation parameter is smaller than or equal to a preset evaluation parameter; the second preset evaluation parameter condition is that the similarity evaluation parameter is larger than the preset evaluation parameter.
Further, the calculation formula of the similarity evaluation parameter is as follows:
S＝a×A+b×B+c×C
wherein S is a similarity evaluation parameter, a is a keyword number weight coefficient, B is a component increasing number weight coefficient, C is a data format conversion distance weight coefficient, A is the same keyword number between two adjacent page loading requests, B is a component increasing number difference between two adjacent page loading requests, and C is a data format conversion distance between two adjacent page loading requests; where a+b+c=1, the data format conversion distance between two adjacent page load requests is the minimum number of steps required to be modified to convert the two adjacent page load requests to the same data format.
Further, the central control module determines three types of secondary adjustment modes aiming at the standard coupling degree between the components according to the difference value between the similarity evaluation parameter and the preset evaluation parameter under the condition of the preset second evaluation parameter, wherein,
the first secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to the preset coupling degree under the condition of presetting a first evaluation parameter difference value;
the second secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to a third coupling degree by using a preset third coupling degree adjustment coefficient under the condition of presetting a second evaluation parameter difference value;
the third type of secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to fourth coupling degree by using a preset fourth coupling degree adjustment coefficient under the condition of presetting a third evaluation parameter difference value;
the difference value condition of the preset first evaluation parameter is that the difference value between the similarity evaluation parameter and the preset evaluation parameter is smaller than or equal to the difference value of the preset first evaluation parameter; the difference value condition of the preset second evaluation parameter is that the difference value of the similarity evaluation parameter and the preset evaluation parameter is larger than the difference value of the preset first evaluation parameter and smaller than or equal to the difference value of the preset second evaluation parameter; the difference value condition of the preset third evaluation parameter is that the difference value between the similarity evaluation parameter and the preset evaluation parameter is larger than the difference value of the preset second evaluation parameter; the preset first evaluation parameter difference value is smaller than the preset second evaluation parameter difference value, and the preset third coupling degree adjusting coefficient is smaller than the preset fourth coupling degree adjusting coefficient.
Compared with the prior art, the system has the beneficial effects that the system realizes the dynamic expansion of the components by the set component management module, the database, the component expansion module and the central control module, and improves the real-time performance and the usability of the dynamic expansion by adopting a micro-service architecture and adopting a 5-layer component module through the set data output layer, the data access layer, the data format conversion layer and the data processing service calling layer which are arranged in the component expansion module; the method has the advantages that the number of the component expansion in unit time is adjusted to the corresponding number according to the loading time of the component, so that the influence of network delay reflected on the loading time on expansion efficiency is reduced; the standard coupling degree between the components is adjusted to the first corresponding coupling degree according to the code modification length between different running components of the same loading page, so that the influence on the complexity between the components due to inaccurate adjustment of the standard coupling degree is reduced; the standard coupling degree between the components is secondarily adjusted to the second corresponding coupling degree according to the similarity evaluation parameters between the two adjacent page loading request data, so that the influence on the component calling accuracy caused by inaccurate judgment of the similarity between the component similarities and inaccurate adjustment of the standard coupling degree is reduced, and the accuracy and the usability of the dynamic expansion of the components are improved.
Furthermore, the system adopts a micro-service structure to the components, and each part operates relatively independently, so that the practicability of dynamic expansion of the components is improved.
Furthermore, the system of the invention edits the code of the display layer and the non-display layer when the calling component edits the code by the set component display layer code editor, the data processing service code editor and the code compiler, thereby further realizing the improvement of the accuracy and the usability of the dynamic expansion of the component.
Further, by setting the preset first loading time length and the preset second loading time length and determining whether the component expansion efficiency is within the allowable range according to the loading time length of the component, the system reduces the influence on the component expansion accuracy and the expansion speed caused by inaccurate component expansion efficiency determination and inaccurate component association complexity determination of different components of the page to be loaded, and further improves the accuracy and the usability of the dynamic expansion of the component.
Further, the system of the invention reduces the influence on the stability of component expansion due to inaccurate regulation of the component expansion quantity by determining three types of regulation modes of the component expansion quantity for unit time according to the difference value of the loading time length of the component and the preset second loading time length through the preset first loading time length difference value, the preset second loading time length difference value, the preset first quantity regulation coefficient and the preset second quantity regulation coefficient, and further improves the accuracy and usability of the dynamic expansion of the component.
Furthermore, the system of the invention reduces the influence of inaccurate adjustment of the standard coupling degree on the accuracy of judging the data relevance by setting the preset first coupling degree adjustment coefficient and the preset second coupling degree adjustment coefficient and determining three types of adjustment modes aiming at the standard coupling degree between the components according to the difference value of the code modification length and the preset modification length, thereby further realizing the improvement of the accuracy and the usability of the dynamic expansion of the components.
Further, the system of the invention sets the preset first evaluation parameter difference value, the preset second evaluation parameter difference value, the preset third coupling degree adjustment coefficient and the preset fourth coupling degree adjustment coefficient, and determines three secondary adjustment modes aiming at the standard coupling degree between the components according to the difference value of the similarity evaluation parameter and the preset evaluation parameter, thereby reducing the influence on the complexity of the components and the influence on the accuracy of the expansion of the components due to the secondary adjustment inaccuracy of the standard coupling degree, and further realizing the improvement on the accuracy and the usability of the dynamic expansion of the components.
Drawings
FIG. 1 is a block diagram of the overall architecture of a dynamic component expansion system based on a micro-service architecture in accordance with an embodiment of the present invention;
FIG. 2 is a block diagram of a component management module of a dynamic component expansion system based on a micro-service architecture according to an embodiment of the present invention;
FIG. 3 is a block diagram of a component expansion module of a dynamic component expansion system based on a micro-service architecture according to an embodiment of the present invention;
fig. 4 is a specific structural block diagram of a component dynamic expansion system based on a micro-service architecture according to an embodiment of the present invention.
Detailed Description
In order that the objects and advantages of the invention will become more apparent, the invention will be further described with reference to the following examples; it should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
Preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are merely for explaining the technical principles of the present invention, and are not intended to limit the scope of the present invention.
It should be noted that, the data in this embodiment are obtained by comprehensively analyzing and evaluating the historical detection data and the corresponding historical detection result before the dynamic expansion of the component based on the micro-service architecture according to the dynamic expansion system of the component; the component dynamic expansion system based on the micro-service architecture disclosed by the invention integrates and calculates the loading time of 17233 components, the code modification length between different running components of the same loading page and the similarity evaluation parameters between the two adjacent page loading request data before the dynamic expansion, so as to comprehensively determine the numerical value of each preset parameter standard aiming at the smelting process. It can be understood by those skilled in the art that the component dynamic expansion system based on the micro-service architecture according to the present invention can select the value with the highest duty ratio as the preset standard parameter according to the data distribution in the determining manner of the parameter, as long as the system according to the present invention can clearly define different specific conditions in the single item determining process through the obtained value.
Referring to fig. 1, fig. 2, and fig. 3, the overall structure block diagram, the structure block diagram of the component management module, the structure block diagram of the component expansion module, and the specific structure block diagram of the component dynamic expansion system based on the micro-service architecture according to the embodiment of the present invention are shown respectively; the component dynamic expansion system based on the micro-service architecture in this embodiment includes:
the component management module is used for editing the instructions of the components of different types and setting the parameters of the called components;
the database is connected with the component management module and is used for storing components of different types;
the component loading module is connected with the database and is used for analyzing a page loading request sent by the user terminal to acquire the component type and the component content of the page to be loaded;
the component expansion module is connected with the component loading module and used for carrying out modification, addition and deletion operations on the components and comprises a data calling layer connected with the component loading module and used for calling the components to be loaded, a data format conversion layer connected with the calling layer and used for carrying out format conversion operation on data, a data access layer used for collecting information of different components and a data output layer connected with the component display layer and used for outputting the contents of the components to be displayed to a loading page;
The central control module is respectively connected with the component management module, the database, the component loading module and the component expansion module and is used for adjusting the component expansion quantity in unit time to a corresponding quantity according to the loading time of the components, adjusting the standard coupling degree between the components to a first corresponding coupling degree according to the code modification length between different operation components of the same loading page and secondarily adjusting the standard coupling degree between the components to a second corresponding coupling degree according to the similarity evaluation parameter between the adjacent two page loading request data.
With continued reference to FIG. 4, in a preferred embodiment of the present invention, the component loading module is a code parsing executor for parsing the Java and Python languages.
Specifically, the output end of the component expansion module is further provided with a component display layer for displaying the overall component effect.
The system of the invention adopts a micro-service architecture through the set component management module, the database, the component expansion module and the central control module, and through the set corresponding preset parameters, through the data output layer, the data access layer, the data format conversion layer and the data processing service calling layer which are arranged in the component expansion module, the dynamic expansion of the component is realized by adopting a 5-layer component module, and the real-time performance and the usability of the dynamic expansion are improved; the method has the advantages that the number of the component expansion in unit time is adjusted to the corresponding number according to the loading time of the component, so that the influence of network delay reflected on the loading time on expansion efficiency is reduced; the standard coupling degree between the components is adjusted to the first corresponding coupling degree according to the code modification length between different running components of the same loading page, so that the influence on the complexity between the components due to inaccurate adjustment of the standard coupling degree is reduced; the standard coupling degree between the components is secondarily adjusted to the second corresponding coupling degree according to the similarity evaluation parameters between the two adjacent page loading request data, so that the influence on the component calling accuracy caused by inaccurate judgment of the similarity between the component similarities and inaccurate adjustment of the standard coupling degree is reduced, and the accuracy and the usability of the dynamic expansion of the components are improved.
With continued reference to fig. 1, the component extension module adopts a micro-service architecture for a data call layer, a data format conversion layer, a data access layer, and a data output layer in the production process of calling and modifying the component.
Furthermore, the system adopts a micro-service structure to the components, and each part operates relatively independently, so that the practicability of dynamic expansion of the components is improved.
With continued reference to fig. 2, the component management module includes:
the component display layer code editor is used for editing the code of the component display layer;
a data processing service code editor for outputting a data processing code by code editing;
and the code compiler is connected with the data processing service code editor and used for converting the source code into the target code.
According to the system, through the set component display layer code editor, the data processing service code editor and the code compiler, when the calling component is subjected to code editing, the display layer and the non-display layer are subjected to code editing, so that the accuracy and usability of dynamic expansion of the component are further improved.
With continued reference to fig. 1, the central control module determines three types of determination manners whether the expansion efficiency of the component is within the allowable range according to the loading duration of the component, where,
The first type of judgment mode is that the central control module judges that the expansion efficiency of the component is within an allowable range under the condition of presetting a first loading time length;
the second type of judgment mode is that the central control module judges that the expansion efficiency of the components is lower than the allowable range under the condition of presetting a second loading time length, preliminarily judges that the association complexity of different components of the page to be loaded exceeds the allowable range, and judges secondarily whether the association complexity of different components of the page to be loaded exceeds the allowable range according to the code modification length between different running components of the same loading page;
the third type of judgment mode is that the central control module judges that the expansion efficiency of the component is lower than the allowable range under the condition of presetting a third loading time length, and the expansion quantity of the component in unit time is adjusted to a corresponding quantity by calculating the difference value of the loading time length of the component and the preset second loading time length;
the condition of the preset first loading time length is that the loading time length of the component is smaller than or equal to the preset first loading time length; the condition of the preset second loading time length is that the loading time length of the component is longer than the preset first loading time length and is smaller than or equal to the preset second loading time length; the condition of the preset third loading time length is that the loading time length of the component is longer than the preset second loading time length; the preset first loading time period is smaller than the preset second loading time period.
Specifically, the loading time length of the component is denoted as T, the preset first loading time length is denoted as T1, the preset second loading time length is denoted as T2, T1 < T2, the difference between the loading time length of the component and the preset second loading time length is denoted as Δt, and Δt=t-T2 is set.
According to the system, through the preset first loading time length and the preset second loading time length, whether the component expansion efficiency is within the allowable range or not is determined according to the loading time length of the component, the influence on the component expansion accuracy and the expansion speed caused by inaccurate component expansion efficiency determination and inaccurate component association complexity determination of different components of a page to be loaded is reduced, and the improvement of the accuracy and the usability of the dynamic expansion of the component is further realized.
With continued reference to fig. 1, the central control module determines three types of adjustment manners of the component expansion number for a unit time according to a difference value between the loading time length of the component and the preset second loading time length under the condition of the preset third loading time length, where,
the first type of adjustment mode is that the central control module adjusts the number of component expansion in unit time to a preset number under the condition of presetting a first loading time difference value;
The second type of adjustment mode is that the central control module uses a preset second quantity adjustment coefficient to adjust the component expansion quantity in the unit time to a first quantity under the condition of presetting a second loading time difference value;
the third type of adjustment mode is that the central control module adjusts the expansion number of the components in the unit time to a second number by using a preset first number adjustment coefficient under the condition of presetting a third loading time difference value;
the difference value condition of the preset first loading time length is that the difference value between the loading time length of the component and the preset second loading time length is smaller than or equal to the difference value of the preset first loading time length; the preset second loading time length difference condition is that the difference value between the loading time length of the component and the preset second loading time length is larger than the preset first loading time length difference value and smaller than or equal to the preset second loading time length difference value; the difference value condition of the preset third loading time length is that the difference value between the loading time length of the component and the preset second loading time length is larger than the difference value of the preset second loading time length; the preset first loading time length difference value is smaller than the preset second loading time length difference value, and the preset first quantity adjusting coefficient is smaller than the preset second quantity adjusting coefficient.
Specifically, the preset number is denoted as Q0, the preset first loading time difference is denoted as Δt1, the preset second loading time difference is denoted as Δt2, the preset first number adjustment coefficient is denoted as α1, the preset second number adjustment coefficient is denoted as α2, wherein Δt1 < [ Δt2 ], 0 < α1 < α2 < 1, the number of component extensions per unit time after adjustment is denoted as Q ', Q' =q0× (1+αi)/2 is set, αi is the preset i-th number adjustment coefficient, and i=1, 2 is set.
According to the system, three types of adjustment modes of the component expansion quantity for unit time are determined according to the difference value of the loading time length of the component and the preset second loading time length, so that the influence on the component expansion stability caused by inaccurate adjustment of the component expansion quantity is reduced, and the improvement of the accuracy and usability of the dynamic expansion of the component is further realized.
With continued reference to fig. 1, the central control module determines, according to the code modification length between different running components of the same loading page under the condition of the preset second loading duration, two types of secondary determination modes of whether the association complexity of different components of the page to be loaded exceeds the allowable range, wherein,
The first secondary judgment mode is that the central control module judges that the association complexity of different components of the page to be loaded is in an allowable range under the condition of presetting a first modification length;
the second type of secondary judgment mode is that the central control module judges that the association complexity between different components of the page to be loaded exceeds an allowable range under the condition of a preset second modification length, and the standard coupling degree between the components is adjusted to a first corresponding coupling degree by calculating the difference value between the code modification length and the preset modification length;
the first modification length condition is that the code modification length is smaller than or equal to the preset modification length; the condition of the preset second modification length is that the code modification length is larger than the preset modification length.
Specifically, the code modification length is denoted as L, the preset modification length is denoted as L0, the difference between the code modification length and the preset modification length is denoted as Δl, and Δl=l-L0 is set.
With continued reference to fig. 1 and 4, the central control module determines three types of adjustment modes for the standard coupling degree between the components according to the difference between the code modification length and the preset modification length under the condition of the preset second modification length, wherein,
the first type of coupling degree adjusting mode is that the central control module adjusts the standard coupling degree between the components to a preset coupling degree under the condition of a preset first modification length difference value;
The second type of coupling degree adjusting mode is that the central control module uses a preset second coupling degree adjusting coefficient to adjust the standard coupling degree between the components to the first coupling degree under the condition of presetting a second modification length difference value;
the third type of coupling degree adjusting mode is that the central control module uses a preset first coupling degree adjusting coefficient to adjust the standard coupling degree between the components to a second coupling degree under the condition of presetting a third modification length difference value;
the preset first modification length difference condition is that the difference between the code modification length and the preset modification length is smaller than or equal to the preset first modification length difference; the preset second modification length difference condition is that the difference between the code modification length and the preset modification length is larger than the preset first modification length difference and smaller than or equal to the preset second modification length difference; the difference value condition of the preset third modification length is that the difference value between the code modification length and the preset modification length is larger than the difference value of the preset second modification length; the preset first modification length difference value is smaller than the preset second modification length difference value, and the preset first coupling degree adjustment coefficient is smaller than the preset second coupling degree adjustment coefficient.
Specifically, the preset coupling degree is denoted as E0, the preset first modification length difference is denoted as Δl1, the preset second modification length difference is denoted as Δl2, the preset first coupling degree adjustment coefficient is denoted as β1, the preset second coupling degree adjustment coefficient is denoted as β2, Δl1 < [ Δl2 ], 0 < β1 < β2 < 1, the standard coupling degree between the adjusted components is denoted as E ', E' =e0×βj is set, βj is the j-th coupling degree adjustment coefficient, and j=1, 2 is set.
According to the system, through the preset first coupling degree adjusting coefficient and the preset second coupling degree adjusting coefficient, three types of adjusting modes aiming at the standard coupling degree between the components are determined according to the difference value between the code modifying length and the preset modifying length, the influence of inaccuracy in adjustment of the standard coupling degree on the accuracy in judging the data relevance is reduced, and the accuracy and usability of dynamic expansion of the components are further improved.
With continued reference to fig. 1, the central control module determines, according to the similarity evaluation parameter between two adjacent page load request data, two types of determination modes whether the accuracy of component call is within an allowable range, wherein,
the first type of accuracy judging mode is that the central control module judges that the accuracy of component call is in an allowable range under the condition of presetting a first evaluation parameter;
The second type of accuracy judging mode is that the central control module judges that the accuracy of component call is lower than an allowable range under the condition of a preset second evaluation parameter, and the standard coupling degree between components is secondarily adjusted to a second corresponding coupling degree by calculating the difference value between the similarity evaluation parameter and the preset evaluation parameter;
the first preset evaluation parameter condition is that the similarity evaluation parameter is smaller than or equal to a preset evaluation parameter; the second preset evaluation parameter condition is that the similarity evaluation parameter is larger than the preset evaluation parameter.
Specifically, the similarity evaluation parameter is denoted as S, the preset evaluation parameter is denoted as S0, the difference between the similarity evaluation parameter and the preset evaluation parameter is denoted as Δs, and Δs=s-S0 is set.
With continued reference to fig. 1, the calculation formula of the similarity evaluation parameter is as follows:
S＝a×A+b×B+c×C
wherein S is a similarity evaluation parameter, a is a keyword number weight coefficient, B is a component increasing number weight coefficient, C is a data format conversion distance weight coefficient, A is the same keyword number between two adjacent page loading requests, B is a component increasing number difference between two adjacent page loading requests, and C is a data format conversion distance between two adjacent page loading requests; where a+b+c=1, the data format conversion distance between two adjacent page load requests is the minimum number of steps required to be modified to convert the two adjacent page load requests to the same data format.
With continued reference to fig. 1, the central control module determines three types of secondary adjustment modes for the standard coupling degree between the components according to the difference between the similarity evaluation parameter and the preset evaluation parameter under the condition of the preset second evaluation parameter, wherein,
the first secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to the preset coupling degree under the condition of presetting a first evaluation parameter difference value;
the second secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to a third coupling degree by using a preset third coupling degree adjustment coefficient under the condition of presetting a second evaluation parameter difference value;
the third type of secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to fourth coupling degree by using a preset fourth coupling degree adjustment coefficient under the condition of presetting a third evaluation parameter difference value;
the difference value condition of the preset first evaluation parameter is that the difference value between the similarity evaluation parameter and the preset evaluation parameter is smaller than or equal to the difference value of the preset first evaluation parameter; the difference value condition of the preset second evaluation parameter is that the difference value of the similarity evaluation parameter and the preset evaluation parameter is larger than the difference value of the preset first evaluation parameter and smaller than or equal to the difference value of the preset second evaluation parameter; the difference value condition of the preset third evaluation parameter is that the difference value between the similarity evaluation parameter and the preset evaluation parameter is larger than the difference value of the preset second evaluation parameter; the preset first evaluation parameter difference value is smaller than the preset second evaluation parameter difference value, and the preset third coupling degree adjusting coefficient is smaller than the preset fourth coupling degree adjusting coefficient.
Specifically, the preset first evaluation parameter difference is denoted as Δs1, the preset second evaluation parameter difference is denoted as Δs2, the preset third coupling degree adjustment coefficient is denoted as β3, the preset fourth coupling degree adjustment coefficient is denoted as β4, Δs1 < [ Δs2 ], 1 < β3 < β4, the standard coupling degree after secondary adjustment is denoted as E "=e' ×βk, wherein βk is the kth coupling degree adjustment coefficient, and k=3, 4 is set.
According to the system, the preset first evaluation parameter difference value, the preset second evaluation parameter difference value, the preset third coupling degree adjustment coefficient and the preset fourth coupling degree adjustment coefficient are set, and three types of secondary adjustment modes aiming at the standard coupling degree between the components are determined according to the difference value of the similarity evaluation parameter and the preset evaluation parameter, so that the influence on the complexity of the components and the influence on the accuracy of component expansion due to the secondary adjustment inaccuracy of the standard coupling degree are reduced, and the accuracy and the usability of dynamic expansion of the components are further improved.
With continued reference to FIG. 4, the assembly is shown as a preferred embodiment of the present invention
Example 1
In this embodiment 1, the central control module determines three types of adjustment manners for the component expansion amount per unit time according to the difference between the loading time length of the component and the preset second loading time length under the preset third loading time length condition, the preset amount is denoted as Q0, the preset first loading time length difference is denoted as Δt1, the preset second loading time length difference is denoted as Δt2, the preset first amount adjustment coefficient is denoted as α1, the preset second amount adjustment coefficient is denoted as α2, wherein Δt1=0.1 s, Δt2=0.3 s, α1=0.85, α2=0.92, q0=50,
In this embodiment, the central control module determines Δt=0.2 s, determines Δt1 < Δt++Δt2, and adjusts the component expansion number per unit time to a first number Q 'using a preset second number adjustment coefficient α2, where Q' =50× (1+0.92)/2=48.
According to the embodiment 1, the component expansion quantity is adjusted to the corresponding quantity according to the difference value between the loading time length of the component and the preset second loading time length by setting the preset first loading time length difference value, the preset second loading time length difference value, the preset first quantity adjusting coefficient and the preset second quantity adjusting coefficient, so that the influence on the component expansion stability caused by inaccurate adjustment of the component expansion quantity is reduced, and the improvement of the accuracy and the usability of the dynamic expansion of the component is realized.
Thus far, the technical solution of the present invention has been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of protection of the present invention is not limited to these specific embodiments. Equivalent modifications and substitutions for related technical features may be made by those skilled in the art without departing from the principles of the present invention, and such modifications and substitutions will be within the scope of the present invention.
Claims (8)
1. A micro-service architecture-based component dynamic extension system, comprising:
the component management module is used for editing the instructions of the components of different types and setting the parameters of the called components;
the database is connected with the component management module and is used for storing components of different types;
the component loading module is connected with the database and is used for analyzing a page loading request sent by the user terminal to acquire the component type and the component content of the page to be loaded;
the component expansion module is connected with the component loading module and used for carrying out modification, addition and deletion operations on the components and comprises a data calling layer connected with the component loading module and used for calling the components to be loaded, a data format conversion layer connected with the calling layer and used for carrying out format conversion operation on data, a data access layer used for collecting information of different components and a data output layer connected with the component display layer and used for outputting the contents of the components to be displayed to a loading page;
the central control module is respectively connected with the component management module, the database, the component loading module and the component expansion module and is used for adjusting the number of the component expansion in unit time to a corresponding number according to the loading time of the components, adjusting the standard coupling degree between the components to a first corresponding coupling degree according to the code modification length between different operation components of the same loading page and secondarily adjusting the standard coupling degree between the components to a second corresponding coupling degree according to the similarity evaluation parameter between the adjacent two page loading request data;
The central control module determines three types of judging modes of whether the expansion efficiency of the component is within an allowable range according to the loading time of the component, wherein,
the first type of judgment mode is that the central control module judges that the expansion efficiency of the component is within an allowable range under the condition of presetting a first loading time length;
the second type of judgment mode is that the central control module judges that the expansion efficiency of the components is lower than the allowable range under the condition of presetting a second loading time length, preliminarily judges that the association complexity of different components of the page to be loaded exceeds the allowable range, and judges secondarily whether the association complexity of different components of the page to be loaded exceeds the allowable range according to the code modification length between different running components of the same loading page;
the third type of judgment mode is that the central control module judges that the expansion efficiency of the component is lower than the allowable range under the condition of presetting a third loading time length, and the expansion quantity of the component in unit time is adjusted to a corresponding quantity by calculating the difference value of the loading time length of the component and the preset second loading time length;
the condition of the preset first loading time length is that the loading time length of the component is smaller than or equal to the preset first loading time length; the condition of the preset second loading time length is that the loading time length of the component is longer than the preset first loading time length and is smaller than or equal to the preset second loading time length; the condition of the preset third loading time length is that the loading time length of the component is longer than the preset second loading time length; the preset first loading time length is smaller than the preset second loading time length;
The central control module determines three types of adjustment modes of the component expansion quantity for unit time according to the difference value between the loading time length of the component and the preset second loading time length under the condition of the preset third loading time length, wherein,
the first type of adjustment mode is that the central control module adjusts the number of component expansion in unit time to a preset number under the condition of presetting a first loading time difference value;
the second type of adjustment mode is that the central control module uses a preset second quantity adjustment coefficient to adjust the component expansion quantity in the unit time to a first quantity under the condition of presetting a second loading time difference value;
the third type of adjustment mode is that the central control module adjusts the expansion number of the components in the unit time to a second number by using a preset first number adjustment coefficient under the condition of presetting a third loading time difference value;
the difference value condition of the preset first loading time length is that the difference value between the loading time length of the component and the preset second loading time length is smaller than or equal to the difference value of the preset first loading time length; the preset second loading time length difference condition is that the difference value between the loading time length of the component and the preset second loading time length is larger than the preset first loading time length difference value and smaller than or equal to the preset second loading time length difference value; the difference value condition of the preset third loading time length is that the difference value between the loading time length of the component and the preset second loading time length is larger than the difference value of the preset second loading time length; the preset first loading time length difference value is smaller than the preset second loading time length difference value, and the preset first quantity adjusting coefficient is smaller than the preset second quantity adjusting coefficient.
2. The micro-service architecture-based component dynamic extension system according to claim 1, wherein the component extension module adopts a micro-service architecture for a data call layer, a data format conversion layer, a data access layer and a data output layer in the production process of calling and modifying the component.
3. The micro-service architecture-based component dynamic extension system of claim 2, wherein the component management module comprises:
the component display layer code editor is used for editing the code of the component display layer;
a data processing service code editor for outputting a data processing code by code editing;
and the code compiler is connected with the data processing service code editor and used for converting the source code into the target code.
4. The micro-service architecture-based component dynamic expansion system according to claim 3, wherein the central control module determines two types of secondary decision modes of whether the association complexity of different components of the page to be loaded exceeds an allowable range according to the code modification length between different running components of the same page to be loaded under the condition of presetting a second loading time length, wherein,
The first secondary judgment mode is that the central control module judges that the association complexity of different components of the page to be loaded is in an allowable range under the condition of presetting a first modification length;
the second type of secondary judgment mode is that the central control module judges that the association complexity between different components of the page to be loaded exceeds an allowable range under the condition of a preset second modification length, and the standard coupling degree between the components is adjusted to a first corresponding coupling degree by calculating the difference value between the code modification length and the preset modification length;
the first modification length condition is that the code modification length is smaller than or equal to the preset modification length; the condition of the preset second modification length is that the code modification length is larger than the preset modification length.
5. The dynamic component expansion system based on micro-service architecture according to claim 4, wherein the central control module determines three types of adjustment modes for standard coupling degree between components according to the difference between the code modification length and the preset modification length under the condition of the preset second modification length, wherein,
the first type of coupling degree adjusting mode is that the central control module adjusts the standard coupling degree between the components to a preset coupling degree under the condition of a preset first modification length difference value;
The second type of coupling degree adjusting mode is that the central control module uses a preset second coupling degree adjusting coefficient to adjust the standard coupling degree between the components to the first coupling degree under the condition of presetting a second modification length difference value;
the third type of coupling degree adjusting mode is that the central control module uses a preset first coupling degree adjusting coefficient to adjust the standard coupling degree between the components to a second coupling degree under the condition of presetting a third modification length difference value;
the preset first modification length difference condition is that the difference between the code modification length and the preset modification length is smaller than or equal to the preset first modification length difference; the preset second modification length difference condition is that the difference between the code modification length and the preset modification length is larger than the preset first modification length difference and smaller than or equal to the preset second modification length difference; the difference value condition of the preset third modification length is that the difference value between the code modification length and the preset modification length is larger than the difference value of the preset second modification length; the preset first modification length difference value is smaller than the preset second modification length difference value, and the preset first coupling degree adjustment coefficient is smaller than the preset second coupling degree adjustment coefficient.
6. The dynamic component expansion system based on micro-service architecture according to claim 5, wherein the central control module determines whether the accuracy of component call is within two types of decision modes within an allowable range according to a similarity evaluation parameter between two adjacent page load request data, wherein,
the first type of accuracy judging mode is that the central control module judges that the accuracy of component call is in an allowable range under the condition of presetting a first evaluation parameter;
the second type of accuracy judging mode is that the central control module judges that the accuracy of component call is lower than an allowable range under the condition of a preset second evaluation parameter, and the standard coupling degree between components is secondarily adjusted to a second corresponding coupling degree by calculating the difference value between the similarity evaluation parameter and the preset evaluation parameter;
the first preset evaluation parameter condition is that the similarity evaluation parameter is smaller than or equal to a preset evaluation parameter; the second preset evaluation parameter condition is that the similarity evaluation parameter is larger than the preset evaluation parameter.
7. The micro-service architecture-based component dynamic extension system of claim 6, wherein the similarity evaluation parameter has a calculation formula:
S＝a×A+b×B+c×C
Wherein S is a similarity evaluation parameter, a is a keyword number weight coefficient, B is a component increasing number weight coefficient, C is a data format conversion distance weight coefficient, A is the same keyword number between two adjacent page loading requests, B is a component increasing number difference between two adjacent page loading requests, and C is a data format conversion distance between two adjacent page loading requests; where a+b+c=1, the data format conversion distance between two adjacent page load requests is the minimum number of steps required to be modified to convert the two adjacent page load requests to the same data format.
8. The dynamic component expansion system based on micro-service architecture according to claim 7, wherein the central control module determines three types of secondary adjustment modes for standard coupling degree between components according to the difference between the similarity evaluation parameter and the preset evaluation parameter under the condition of the preset second evaluation parameter, wherein,
the first secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to the preset coupling degree under the condition of presetting a first evaluation parameter difference value;
the second secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to a third coupling degree by using a preset third coupling degree adjustment coefficient under the condition of presetting a second evaluation parameter difference value;
The third type of secondary adjustment mode is that the central control module secondarily adjusts the standard coupling degree between the components to fourth coupling degree by using a preset fourth coupling degree adjustment coefficient under the condition of presetting a third evaluation parameter difference value;
the difference value condition of the preset first evaluation parameter is that the difference value between the similarity evaluation parameter and the preset evaluation parameter is smaller than or equal to the difference value of the preset first evaluation parameter; the difference value condition of the preset second evaluation parameter is that the difference value of the similarity evaluation parameter and the preset evaluation parameter is larger than the difference value of the preset first evaluation parameter and smaller than or equal to the difference value of the preset second evaluation parameter; the difference value condition of the preset third evaluation parameter is that the difference value between the similarity evaluation parameter and the preset evaluation parameter is larger than the difference value of the preset second evaluation parameter; the preset first evaluation parameter difference value is smaller than the preset second evaluation parameter difference value, and the preset third coupling degree adjusting coefficient is smaller than the preset fourth coupling degree adjusting coefficient.
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