CN112416338A - Code warehouse system based on label - Google Patents
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Abstract
The invention discloses a code warehouse system based on labels, comprising: a front-end user module, a search engine and a code repository; the front-end user module is used for monitoring an operation instruction of the integrated development environment; the search engine is used for searching the code warehouse according to the operation instruction so as to obtain the target code segment and the target code label corresponding to the operation instruction, and sending the target code segment and the target code label to the front-end user module for displaying in the integrated development environment; and the front-end user module is used for inserting the target code segment into the code file according to the further operation instruction after the display. The invention has the technical effects that: by monitoring user operation, the code warehouse is retrieved, and the corresponding code segments and the code labels are obtained and inserted into the code file, so that on one hand, the computer resources are saved, the calculation force requirement of compiling is reduced, meanwhile, the resource waste caused by function addressing is avoided, and on the other hand, the code insertion of the logic content is realized.
Description
Technical Field
The invention relates to software development, in particular to a code warehouse system based on tags.
Background
In a conventional code editing work, code reuse is generally realized by function call, for example, a function is used as a part of a library because of its very high use frequency, and a C + + standard library is taken as an example, and encapsulates a large number of commonly used functions, such as input/output, data structures and the like, for call when used. However, due to the method of calling the function, the following disadvantages exist:
(1) based on the principle of the compiling and running process, if the functions are too many, a great amount of resources are wasted in the function addressing process;
(2) since the library called by the library often has only a needed part and a large number of parts which are not actually needed, the code needs to consume a large amount of resources on the parts which are not needed by the code before the compiling is executed.
For the reasons, in an actual process, a code insertion method is often used, that is, the content logic of the code is directly written into the source file to avoid the above problems, but the method often intelligently designs simple logic branch architectures such as if and Switch, and cannot be applied to complex code logic.
Disclosure of Invention
To solve the above technical problem, the present invention provides a tag-based code repository system, comprising: a front-end user module, a search engine and a code repository;
the front-end user module is used for monitoring an operation instruction of the integrated development environment;
the search engine is used for searching the code warehouse according to the operation instruction to acquire a target code segment and a target code label corresponding to the operation instruction, and sending the target code segment and the target code label to the integrated development environment for displaying by the integrated development environment;
and the front-end user module is used for inserting the target code segment into a code file according to the further operation instruction after display.
In the technical scheme, the front-end user module monitors user operation and retrieves the code warehouse according to the user operation so as to obtain and display the corresponding object code segment and the object code label to the user, and the user selects the code segment suitable for the current requirement and inserts the code segment into the code file, so that on one hand, the saving of computer resources is realized, the calculation requirement of compiling is reduced, and on the other hand, the resource waste caused by function addressing is avoided, and on the other hand, the code insertion of complex logic content is realized.
Preferably, the method further comprises the following steps: and the code submitting and marking module is used for labeling the code storage segment in the code file when the code file is submitted, so as to obtain a corresponding storage label, and sending the code storage segment and the storage label to the code warehouse for storage.
Preferably, the front-end user module specifically includes: and the keyword retrieval submodule is used for acquiring a code prefix according to the position of the cursor in the integrated development environment and inputting the code prefix serving as a keyword into the search engine for retrieval.
Preferably, the front-end user module further comprises: the tag retrieval submodule is used for acquiring a corresponding target code tag according to tag selection operation in the operation instruction, and inputting the target code tag into the search engine for searching so as to acquire a corresponding target code segment;
and the code warehouse establishes an index according to the target code label for the search engine to use in retrieval.
In the technical scheme, the keyword retrieval is combined with the label retrieval, so that on one hand, a client can quickly find the corresponding code segment, on the other hand, the code can be effectively explained through the label, and the client can judge whether the code segment belongs to the code segment which the client wants to use or not under the condition that the client does not need to see the code;
preferably, the system further comprises a reference counting submodule, configured to count the number of references of the code segment in the code file submitted by the code submitting and marking module, and add the code segment to the code repository if the number of references of the code segment exceeds a preset minimum number of references.
Further preferably, the reference counting module is further configured to move the code segment out of the code repository if the idle time of the code segment exceeds a preset maximum idle time.
In the technical scheme, the number of the code segments which are needed and the number of the code segments which are not needed are effectively judged by counting the using times of the code segments, so that the number of the code segments in the code warehouse is effectively reduced, on one hand, the size of the code warehouse is reduced, on the other hand, a user can be helped to find the needed code segments more quickly, and the user is prevented from dazzling in front of a large number of code segments.
Further preferably, the keyword retrieval sub-module is further configured to obtain a code prefix according to a position of a cursor in the integrated development environment, and retrieve the code file according to the code prefix, so as to obtain a corresponding code segment for displaying in the integrated development environment.
Further preferably, the front-end user module further comprises a local tag setting submodule and a local tag retrieving submodule;
the local tag retrieval submodule is used for retrieving a local code segment corresponding to the code file by using a local tag according to a local tag instruction in the operation instruction;
the local keyword setting submodule is used for setting a local tag of the local code segment in the code file, and the local tag is used by the local tag retrieval submodule during retrieval.
In the technical scheme, the combination of code warehouse code search and local code retrieval reduces the network communication amount on one hand, and on the other hand, because the reuse degree of the local code is higher than that of the non-local code, the required code segment can be found more quickly.
Preferably, the code warehouse adopts a distributed storage mode; the code repository is hadoop based.
Preferably, the object code fragments and the object code labels are presented in a list.
The invention at least comprises the following technical effects:
(1) monitoring user operation through a front-end user module, retrieving a code warehouse according to the user operation, acquiring a corresponding target code segment and the target code label, displaying the target code segment and the target code label to a user, selecting a code segment suitable for the current requirement by the user, and inserting the code segment into a code file, so that on one hand, the saving of computer resources is realized, the calculation force requirement of compiling is reduced, simultaneously, the resource waste caused by function addressing is avoided, and on the other hand, the code insertion of complex logic content is realized;
(2) by combining keyword retrieval with tag retrieval, on one hand, a client can quickly find a corresponding code segment, on the other hand, the client can effectively explain the code through the tag, and can judge whether the code segment belongs to the code segment which the client wants to use or not under the condition that the client does not need to see the code;
(3) by counting the use times of the code segments, which code segments are needed and which are not needed are effectively judged, so that the number of the code segments in the code warehouse is effectively reduced, on one hand, the size of the code warehouse is reduced, on the other hand, a user can be helped to find the needed code segments more quickly, and the user is prevented from dazzling in front of a large number of code segments;
(4) by combining code warehouse code search and local code retrieval, on one hand, the network communication amount is reduced, and on the other hand, because the reuse degree of the local code is higher than that of the non-local code, the required code segment can be found more quickly.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without inventive exercise.
FIG. 1 is a schematic structural view of example 1 of the present invention;
FIG. 2 illustrates the insertion of a code fragment into Microsoft Visual Studio in the prior art;
fig. 3 is a schematic structural and flow diagram of embodiment 4 of the present invention.
Detailed Description
In the following description, for purposes of explanation and not limitation, specific details are set forth, such as particular system structures, techniques, etc. in order to provide a thorough understanding of the embodiments of the present application. However, it will be apparent to one skilled in the art that the present application may be practiced in other embodiments that depart from these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.
It will be understood that the terms "comprises" and/or "comprising," when used in this specification and the appended claims, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
For the sake of simplicity, the drawings only schematically show the parts relevant to the present invention, and they do not represent the actual structure as a product. In addition, in order to make the drawings concise and understandable, components having the same structure or function in some of the drawings are only schematically depicted, or only one of them is labeled. In this document, "one" means not only "only one" but also a case of "more than one".
It should be further understood that the term "and/or" as used in this specification and the appended claims refers to and includes any and all possible combinations of one or more of the associated listed items.
In addition, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not intended to indicate or imply relative importance.
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following description will be made with reference to the accompanying drawings. It is obvious that the drawings in the following description are only some examples of the invention, and that for a person skilled in the art, other drawings and embodiments can be derived from them without inventive effort.
Example 1:
as shown in fig. 1, the present embodiment provides a tag-based code repository system, including: a front-end user module (2), a search engine (3) and a code repository (4);
the front-end user module (2) is used for monitoring an operation instruction of the integrated development environment (1);
the search engine (3) is configured to search the code repository (4) according to the operation instruction to obtain a target code segment and a target code label corresponding to the operation instruction, and send the target code segment and the target code label to the integrated development environment (2) for the integrated development environment (1) to display;
the front-end user module (2) is used for inserting the target code segment into a code file according to the further operation instruction after display.
In a conventional code editing work, code reuse is generally realized by function call, for example, a function is used as a part of a library because of its very high use frequency, and a C + + standard library is taken as an example, and encapsulates a large number of commonly used functions, such as input/output, data structures and the like, for call when used. However, since the method for calling the function is limited by the principle of the compiling and running process itself, if the function is too many, it will waste a lot of resources in the process of function addressing. And because the called library often only has only a part which is needed by us in the middle and has a large number of parts which are not actually needed by us, the code needs to consume a large amount of resources on the part which is not needed by us before running and compiling, while the traditional code inserting method, taking Visual Studio as an example, is only limited to the insertion of a simple code structure and does not relate to the content of the code, as shown in fig. 2.
In the embodiment, in the operation process, a user edits a code file by using the integrated development environment (1), the front-end user module (2) monitors the operation of the user, when the user needs to insert a corresponding code segment, the function of the front-end code module is called by a shortcut key, then a label list popped up by the front-end code module is selected to inform the front-end code module of what type of code segment the user needs to insert, then the front-end code module calls the search engine (3) according to the label, the search engine (3) searches the original code warehouse (4) according to the label, all the code segments related to the label are transmitted to the front-end code module, the front-end code module displays the code segments in different categories for the user to select, and the purpose of the code is explained by the target code label, and the user selects a proper code segment to be inserted into the code file according to the explanation, so that the code segment is inserted.
In the embodiment, the original code warehouse (4) is searched through the tag, so that the type of the code segment required by the user is obtained, and the searched code segment is displayed, so that the user is informed of the purpose of the code segment for the user to operate when in use.
Preferably, the code warehouse (4) adopts a distributed storage mode; the code repository (4) is hadoop based.
Preferably, the object code fragments and the object code labels are presented in a list.
In the embodiment, the front-end user module (2) is used for monitoring user operation and retrieving the code warehouse (4) according to the user operation, so that the corresponding object code segment and the object code label are obtained and displayed to the user, and the user selects the code segment suitable for the current requirement and inserts the code segment into the code file, so that on one hand, the saving of computer resources is realized, the calculation force requirement of compiling is reduced, on the other hand, the resource waste caused by function addressing is avoided, and on the other hand, the code insertion of complex logic content is realized.
Example 2:
the present embodiment provides a tag-based code repository (4) system based on embodiment 1, further including: and the code submitting and marking module (5) is used for labeling the code storage segment in the code file when the code file is submitted, so as to obtain a corresponding storage label, and sending the code storage segment and the storage label to the code warehouse (4) for storage.
In this embodiment, in the process of building the code repository (4), labeling of tags is generally performed when code is submitted, specifically, when a user submits the code fragment through the integrated development environment (1), a user interface of the integrated development environment (1) displays to the user which tags are available through a UI interface, and guides the user to select the tags, so as to obtain an appropriate tag, for example, one code fragment is written in JAVA, which is used to provide login logic for the OA system, and can be run on the Linux or Windows server2012 system, so that the code fragment has 4 tags, such as JAVA tag, OA tag, Linux/Windows2012 tag, and login tag, thereby facilitating the user to find a corresponding appropriate code fragment in time in a subsequent operation process.
Example 3:
the present embodiment provides a label-based code repository (4) system based on embodiment 2, where the front-end user module (2) specifically includes:
and the keyword retrieval submodule (2-1) is used for acquiring a code prefix according to the position of a cursor in the integrated development environment (1) and inputting the code prefix serving as a keyword into the search engine (3) for retrieval.
In the embodiment, a code segment in the code repository (4) is generally searched by a keyword, specifically, when a code segment is constructed, a name is given to the code segment, and a user can input the name of the code segment to acquire the code segment and also can specifically search the content of the code segment to acquire the code segment.
Preferably, the method further comprises the following steps: the tag retrieval submodule (2-2) is used for acquiring a corresponding target code tag according to tag selection operation in the operation instruction, and inputting the target code tag into the search engine (3) for searching so as to acquire a corresponding target code segment;
the code repository (4) builds an index from the object code tags for use by the search engine (3) in retrieval.
In the embodiment, in consideration of increasing the retrieval rate, when the code warehouse (4) is established, the index is established through the label to increase the speed, and when the code warehouse is used, the index is also established through the index to increase the retrieval speed, meanwhile, the retrieval speed can be further increased by constructing a multi-stage index on the indexed component, and the selection and the use by a user are facilitated.
In this embodiment, the keyword search is combined with the tag search, so that on one hand, a client can quickly find the corresponding code segment, and on the other hand, the client can effectively interpret the code through the tag, and can judge whether the code segment belongs to the code segment which the client wants to use without looking at the code.
Example 4:
as shown in fig. 3, this embodiment provides a system for a code repository (4) based on tags according to embodiment 3, and further includes a reference counting sub-module (6) configured to count the number of references of a code segment in the code file submitted by the code submission and marking module (5), and add the code segment to the code repository (4) if the number of references of the code segment exceeds a preset minimum number of references.
In the embodiment, all code segments are not required to be reused, and if too many code segments are stored in the code warehouse (4), a user cannot know which code segment should be used from the beginning, so that the number of times of code reference is counted by the reference counting module, and the code segments are judged to be reused and are not used by a user, so that only the code segments used repeatedly are labeled and added into the code warehouse (4), and the code segments not used by the user are not labeled and added into the code warehouse (4).
Preferably, if the idle reference time of the code fragment exceeds a preset threshold, the code fragment is moved out of the code warehouse (4).
According to the embodiment, the number of the code segments used is counted, and the code segments which are needed and not needed are effectively judged, so that the number of the code segments in the code warehouse (4) is effectively reduced, on one hand, the size of the code warehouse (4) is reduced, on the other hand, a user can be helped to find the needed code segments more quickly, and the user is prevented from dazzling in front of a large number of code segments.
Example 5:
the embodiment provides a label-based code warehouse (4) system based on embodiment 4, where the keyword retrieval submodule (2-1) is further configured to obtain a code prefix according to a position of a cursor in the integrated development environment (1), and retrieve the code file according to the code prefix, so as to obtain a corresponding code segment for display by the integrated development environment (1).
In this embodiment, in a specific using process, the searching need not be performed through the code repository (4), and meanwhile, the keyword may also be directly searched in the code file being edited in the writing process of the code, so as to obtain the corresponding code segment.
Preferably, the front end user module (2) further comprises a local tag setting sub-module and a local tag retrieval sub-module (2-2); the local tag retrieval submodule (2-2) is used for retrieving a local code segment corresponding to the code file by using a local tag according to a local tag instruction in the operation instruction;
the local keyword setting submodule is used for setting a local tag of a local code segment in the code file, and the local tag is used by the local tag retrieval submodule (2-2) during retrieval.
That is to say, in this embodiment, not only can the search be performed through the keyword, but also the label can be labeled in the writing process of the code, and then the search is performed directly through labeling the code file, so that the explanation and the search are facilitated on the one hand.
In the embodiment, by combining the code search and the local code retrieval of the code warehouse (4), on one hand, the network communication amount is reduced, and on the other hand, because the reuse degree of the local code is higher than that of the non-local code, the required code segment can be found more quickly.
The invention has the technical effects that:
(1) monitoring user operation through a front-end user module, retrieving a code warehouse according to the user operation, acquiring a corresponding target code segment and the target code label, displaying the target code segment and the target code label to a user, selecting a code segment suitable for the current requirement by the user, and inserting the code segment into a code file, so that on one hand, the saving of computer resources is realized, the calculation force requirement of compiling is reduced, and on the other hand, the resource waste caused by function addressing is avoided, and on the other hand, the code insertion of complex logic content is realized;
(2) by combining keyword retrieval with tag retrieval, on one hand, a client can quickly find a corresponding code segment, on the other hand, the client can effectively explain the code through the tag, and can judge whether the code segment belongs to the code segment which the client wants to use or not under the condition that the client does not need to see the code;
(3) by counting the use times of the code segments, which code segments are needed and which are not needed are effectively judged, so that the number of the code segments in the code warehouse is effectively reduced, on one hand, the size of the code warehouse is reduced, on the other hand, a user can be helped to find the needed code segments more quickly, and the user is prevented from dazzling in front of a large number of code segments;
(4) by combining code warehouse code search and local code retrieval, on one hand, the network communication amount is reduced, and on the other hand, because the reuse degree of the local code is higher than that of the non-local code, the required code segment can be found more quickly.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (10)
1. A tag-based code repository system, comprising: a front-end user module, a search engine and a code repository;
the front-end user module is used for monitoring an operation instruction of the integrated development environment;
the search engine is used for searching the code warehouse according to the operation instruction to acquire a target code segment and a target code label corresponding to the operation instruction, and sending the target code segment and the target code label to the integrated development environment for displaying by the integrated development environment;
and the front-end user module is used for inserting the target code segment into a code file according to a further operation instruction after display.
2. The tag-based code repository system according to claim 1, further comprising:
and the code submitting and marking module is used for labeling the code storage segment in the code file when the code file is submitted, so as to obtain a corresponding storage label, and sending the code storage segment and the storage label to the code warehouse for storage.
3. The tag-based code repository system according to claim 1, wherein the front-end user module specifically comprises:
and the keyword retrieval submodule is used for acquiring a code prefix according to the position of the cursor in the integrated development environment and inputting the code prefix serving as a keyword into the search engine for retrieval.
4. The tag-based code repository system according to claim 1, wherein the front-end user module further comprises:
the tag retrieval submodule is used for acquiring a corresponding target code tag according to tag selection operation in the operation instruction, and inputting the target code tag into the search engine for searching so as to acquire a corresponding target code segment;
and the code warehouse establishes an index according to the target code label for the search engine to use in retrieval.
5. The tag-based code repository system according to claim 1, further comprising a reference counting sub-module, configured to count the number of references of the code segments in the code file submitted by the code submitting and marking module, and add the code segments to the code repository if the number of references of the code segments exceeds a preset minimum number of references.
6. The tag-based code repository system according to claim 5, wherein the reference statistics module is further configured to move the code segment out of the code repository if the idle time of the code segment exceeds a preset maximum idle time.
7. The tag-based code warehouse system of claim 1, 3 or 5, wherein the keyword search sub-module is further configured to obtain a code prefix according to a position of a cursor in the integrated development environment, and search the code file according to the code prefix to obtain a corresponding code segment for the integrated development environment to display.
8. The tag-based code repository system according to claim 7, further comprising, the front-end user module further comprising a local tag setting sub-module and a local tag retrieval sub-module;
the local tag retrieval submodule is used for retrieving a local code segment corresponding to the code file by using a local tag according to a local tag instruction in the operation instruction;
the local keyword setting submodule is used for setting a local tag of the local code segment in the code file, and the local tag is used by the local tag retrieval submodule during retrieval.
9. The tag-based code repository system of claim 1, wherein the code repository employs distributed storage;
the code repository is hadoop based.
10. The tag-based code repository system according to claim 1, wherein the object code fragments and the object code tags are presented in a list.
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| CN113138769A (en) * | 2021-05-17 | 2021-07-20 | 上海交通大学 | Biological analysis code storage method and device based on cloud storage |
| CN113704384A (en) * | 2021-08-27 | 2021-11-26 | 挂号网（杭州）科技有限公司 | Method and device for generating code through voice recognition, electronic equipment and storage medium |
| CN113760247A (en) * | 2021-09-18 | 2021-12-07 | 中国银行股份有限公司 | Front-end code generation method and device, electronic equipment and storage medium |
| CN114693220A (en) * | 2022-05-30 | 2022-07-01 | 深圳市爱云信息科技有限公司 | Algorithm warehouse management method and system based on digital twin DaaS platform |
| WO2024012101A1 (en) * | 2022-07-13 | 2024-01-18 | 华为云计算技术有限公司 | Distributed-service generation method and system, and computing device and storage medium |
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| CN113760247A (en) * | 2021-09-18 | 2021-12-07 | 中国银行股份有限公司 | Front-end code generation method and device, electronic equipment and storage medium |
| CN114693220A (en) * | 2022-05-30 | 2022-07-01 | 深圳市爱云信息科技有限公司 | Algorithm warehouse management method and system based on digital twin DaaS platform |
| WO2023231526A1 (en) * | 2022-05-30 | 2023-12-07 | 深圳市爱云信息科技有限公司 | Algorithm warehouse management method and system based on digital twin daas platform |
| WO2024012101A1 (en) * | 2022-07-13 | 2024-01-18 | 华为云计算技术有限公司 | Distributed-service generation method and system, and computing device and storage medium |
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