CN115129677B - Operator document synchronization method and device - Google Patents
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- CN115129677B CN115129677B CN202211060925.6A CN202211060925A CN115129677B CN 115129677 B CN115129677 B CN 115129677B CN 202211060925 A CN202211060925 A CN 202211060925A CN 115129677 B CN115129677 B CN 115129677B
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Abstract
The application provides a method and a device for synchronizing operator documents, and relates to the technical field of computers. The method comprises the following steps: acquiring a file to be assigned and a target operator document of a preset target file; carrying out operator extraction on the target file to obtain a first operator set, and carrying out operator extraction on the file to be assigned to obtain a second operator set; carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature; and determining the operator document of the file to be assigned according to the operator pair and the target operator document. Therefore, the implementation of the implementation mode can automatically realize the synchronization of the operator documents, does not need manual participation, saves manpower and material resources and improves the development efficiency.
Description
Technical Field
The application relates to the technical field of computers, in particular to a method and a device for synchronizing operator documents.
Background
In the field of data science, the way structured data is processed can be extracted and encapsulated into data operators. For each data operator, a developer often needs to add an operator document of the operator into a code to explain the function and principle of the operator, the type, meaning and value range of input parameters, the type and value range of output results and the like. Writing a document for each data operator is important in actual production, as each operator may involve multiple parameters, and naming similar operators may differ greatly in the requirements of receiving the parameters. Synchronization of documents of existing data operators is often maintained manually by developers, e.g., an operator developer writes a unified operator document for the same operator with multiple implementations and copies the document into the code of all operators. When the number of operators written by a developer is large, such a maintenance manner is time-consuming, and manual document synchronization work needs to be performed for all the implementations of each operator. Therefore, the compiling and maintaining mode of the existing operator document is high in cost, and the development efficiency is reduced.
Disclosure of Invention
A first aspect of an embodiment of the present application provides a method for synchronizing operator documents, including:
acquiring a file to be assigned and a target operator document of a preset target file;
carrying out operator extraction on the target file to obtain a first operator set, and carrying out operator extraction on the file to be assigned to obtain a second operator set;
carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature;
and determining the operator document of the file to be assigned according to the operator pair and the target operator document.
In the implementation process, the method preferentially obtains a file to be assigned and a target operator document of a preset target file; carrying out operator extraction on the target file to obtain a first operator set, and carrying out operator extraction on the file to be assigned to obtain a second operator set; then, carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature; and finally, determining the operator document of the file to be assigned according to the operator pair and the target operator document. Therefore, the implementation of the implementation mode can automatically realize the synchronization of the operator documents, does not need manual participation, saves manpower and material resources and improves the development efficiency.
Further, the operator extraction on the target file to obtain a first operator set includes:
extracting all functions in the target file to obtain function data;
and carrying out operator identification on the function data to obtain a first operator set.
Further, the operator pair includes a first operator in the first set of operators and a second operator in the second set of operators that is paired with the first operator.
Further, the determining an operator document of the file to be assigned according to the operator pair and the target operator document includes:
determining first operator document data of the first operator according to the target operator document;
assigning the first operator document data to the second operator according to the operator pair to serve as second operator document data of the second operator;
and summarizing the second operator document data to obtain the operator document of the file to be assigned.
Further, the obtaining of the target operator document of the file to be assigned and the pre-configured target file includes:
acquiring a file set to be assigned;
and determining one file with the operator document in the file set as a target file, and acquiring the target operator document of the target file.
A second aspect of the embodiments of the present application provides an operator document synchronization apparatus, where the operator document synchronization apparatus includes:
the acquisition unit is used for acquiring a file to be assigned and a target operator document of a preset target file;
the first extraction unit is used for carrying out operator extraction on the target file to obtain a first operator set;
the second extraction unit is used for carrying out operator extraction on the file to be assigned to obtain a second operator set;
the pairing unit is used for carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature;
and the determining unit is used for determining the operator document of the file to be assigned according to the operator pair and the target operator document.
In the implementation process, the device can acquire the file to be assigned and the target operator document of the preset target file through the acquisition unit; operator extraction is carried out on the target file through a first extraction unit, and a first operator set is obtained; operator extraction is carried out on the file to be assigned through a second extraction unit, and a second operator set is obtained; carrying out operator pairing on the first operator set and the second operator set through a pairing unit to obtain operator pairs with the same function signature; and determining the operator document of the file to be assigned according to the operator pair and the target operator document through a determining unit. Therefore, the operator documents can be automatically synchronized by implementing the implementation mode, manual participation is not needed, manpower and material resources are saved, and the development efficiency is improved.
Further, the first extraction unit includes:
the extraction subunit is used for extracting all functions in the target file to obtain function data;
and the identification subunit is used for carrying out operator identification on the function data to obtain a first operator set.
Further, the operator pair includes a first operator in the first set of operators and a second operator in the second set of operators that is paired with the first operator.
Further, the determining unit includes:
the second determining subunit is used for determining the first operator document data of the first operator according to the target operator document;
the assignment subunit is used for assigning the first operator document data to the second operator according to the operator pair to serve as the second operator document data of the second operator;
and the collecting subunit is used for collecting all the second operator document data to obtain the operator document of the file to be assigned.
Further, the acquisition unit includes:
the obtaining subunit is used for obtaining a file set to be assigned;
and the first determining subunit is used for determining one file with the operator document in the file set as a target file and acquiring the target operator document of the target file.
A third aspect of embodiments of the present application provides an electronic device, including a memory and a processor, where the memory is used to store a computer program, and the processor runs the computer program to enable the electronic device to perform the method for synchronizing operator documents according to any one of the first aspect of embodiments of the present application.
A fourth aspect of the present embodiment provides a computer-readable storage medium, which stores computer program instructions, where the computer program instructions, when read and executed by a processor, perform the method for synchronizing operator documents according to any one of the first aspect of the present embodiment.
An object of the embodiments of the present application is to provide a method and an apparatus for synchronizing operator documents, which can automatically implement synchronization of operator documents, do not require manual participation, save manpower and material resources, and thus improve development efficiency.
Drawings
To more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments of the present application will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and that those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a schematic flowchart of a method for synchronizing operator documents according to an embodiment of the present application;
FIG. 2 is a schematic diagram illustrating a modularization of a synchronization method for operator documents according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of a synchronization apparatus for operator documents according to an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be described below with reference to the drawings in the embodiments of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined or explained in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not to be construed as indicating or implying relative importance.
Example 1
Referring to fig. 1, fig. 1 is a schematic flowchart illustrating a synchronization method for operator documents according to an embodiment of the present application. The operator document synchronization method comprises the following steps:
s101, obtaining a file set to be assigned.
S102, determining one file with the operator document in the file set as a target file, and acquiring the target operator document of the target file.
S103, extracting all functions in the target file to obtain function data.
And S104, carrying out operator identification on the function data to obtain a first operator set.
And S105, carrying out operator extraction on the file to be assigned to obtain a second operator set.
And S106, carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature.
In this embodiment, the operator pair includes a first operator in the first operator set and a second operator in the second operator set that is paired with the first operator.
S107, determining first operator document data of a first operator according to the target operator document.
And S108, assigning the first operator document data to the second operator according to the operator pair to serve as the second operator document data of the second operator.
And S109, summarizing all the second operator document data to obtain the operator document of the file to be assigned.
In this embodiment, the method provides a process for automatically supplementing operator documents, and operator documents of the same operator in different implementation systems can be automatically supplemented through the process. Therefore, a developer only needs to write a document for an operator in one implementation system, and can automatically synchronize the document into all the same operators by means of the system provided by the invention. Meanwhile, when a developer needs to modify the document, the system can automatically synchronize the documents of other operators only by modifying the written operator document. The system ensures the consistency of operator documents and saves a great deal of document writing time of developers.
Referring to fig. 2, the application environment proposed based on the method of fig. 2 may include an operator extraction module, an operator matching module and a document extraction module. Specifically, the method may use Python language as a programming language, and implement the above steps in Python language.
In particular, the method can be written as a collection of operators of m different computational logics to be implemented
For these operators, if n different implementation systems need to be completed, n different files are stored in each different implementation system and recorded as
. It can be seen that in any file f, there are m operators, and the set of these operators is denoted as
。
Then, for any file F in F, the operator document set D should be the sum of the documents D of all the operators inside, that is to say
. When a developer writes all operator documents D1 in one of the files f1, the system writes each operator
Document of
Automatic synchronization to operators in f2
As its operator document
. The specific process is as follows:
(1) selecting a file F1 of the operator document in the F, and traversing the rest files F2, F3 \8230; \8230andfn in the F, wherein the operator files processed at the initial time are F1 and F2 respectively;
(2) extracting operators in the files f1 and f2 by using an operator extraction module to obtain corresponding operator sets
And
. The operator extraction module can adopt various methods when being realized, an aspect library of Python is used in the method, all functions in f1 and f2 files are extracted and judged, and generation is carried out
And
。
(3) and pairing operators l of the same operation logic by using an operator matching module. Operator collection for completed operator documents
Each operator in
In a
Searching for operators with the same functional signature
And forming an operator pair by the two operators with the same name, and sending the operator pair to the document extraction module.
(4) Using the document extraction module, will
Document of
Extracted and assigned to the operator in f2
As its operator document
. When the patent is used for realizing the document extraction module, the function is extracted by using a mode
Operator document of
Write its doctrigng, and then assign a value by _ doc _
Assign to
. And (3) repeating the step (2) until all the paired operators have the same bound operator document, and then repeating the step (1) until all the operator files (F) in the step (F) have the operator document synchronization.
In this embodiment, the execution subject of the method may be a computing device such as a computer and a server, and is not limited in this embodiment.
In this embodiment, an execution subject of the method may also be an intelligent device such as a smart phone and a tablet computer, which is not limited in this embodiment.
It can be seen that, by implementing the method for synchronizing operator documents described in this embodiment, operator documents can be automatically synchronized for all operators in a plurality of operator files, so that the workload of the process is independent of the number of operators in each file and depends only on the number of operator documents; furthermore, the method can greatly shorten the development period of writing documents by developers in engineering practice. Meanwhile, because the synchronization of the documents in all the operator files is bound on the same operator file, developers only need to modify the documents once according to the documents, so that the time-saving effect can be achieved, and the document consistency in all the documents can be guaranteed.
Example 2
Please refer to fig. 3, fig. 3 is a schematic structural diagram of a synchronization apparatus for operator documents according to an embodiment of the present application. As shown in fig. 3, the operator document synchronization apparatus includes:
an obtaining unit 210, configured to obtain a file to be assigned and a target operator document of a preconfigured target file;
a first extraction unit 220, configured to perform operator extraction on the target file to obtain a first operator set;
the second extraction unit 230 is configured to perform operator extraction on the file to be assigned to obtain a second operator set;
the pairing unit 240 is configured to perform operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature;
and the determining unit 250 is used for determining the operator document of the file to be assigned according to the operator pair and the target operator document.
As an alternative embodiment, the first extraction unit 220 includes:
an extraction subunit 221, configured to extract all functions in the target file to obtain function data;
and an identifying subunit 222, configured to perform operator identification on the function data to obtain a first operator set.
In this embodiment, the operator pair includes a first operator in the first operator set and a second operator in the second operator set that is paired with the first operator.
As an alternative embodiment, the determining unit 250 includes:
a second determining subunit 251 configured to determine, from the target operator document, first operator document data of the first operator;
an assignment subunit 252, configured to assign, according to the operator pair, the first operator document data to the second operator as second operator document data of the second operator;
and the summarizing subunit 253 is configured to summarize all the second operator document data to obtain the operator document of the file to be assigned.
As an optional implementation manner, the obtaining unit 210 includes:
an obtaining subunit 211, configured to obtain a file set to be assigned;
the first determining subunit 212 is configured to determine one of the files in the file set having the operator document as a target file, and obtain a target operator document of the target file.
In the embodiment of the present application, for explanation of a synchronization apparatus for operator documents, reference may be made to the description in embodiment 1, and details are not repeated in this embodiment.
It can be seen that the operator document synchronization apparatus described in this embodiment can automatically synchronize operator documents for all operators in a plurality of operator files, so that the workload of the process is independent of the number of operators in each file, and depends only on the number of operator documents; furthermore, the method can greatly shorten the development period of writing documents by developers in engineering practice. Meanwhile, because the synchronization of the documents in all the operator files is bound on the same operator file, developers only need to modify the documents once according to the documents, so that the time-saving effect can be achieved, and the document consistency in all the documents can be guaranteed.
An embodiment of the present application provides an electronic device, including a memory and a processor, where the memory is used to store a computer program, and the processor runs the computer program to make the electronic device execute the synchronization method for operator documents in embodiment 1 of the present application.
An embodiment of the present application provides a computer-readable storage medium, which stores computer program instructions, where the computer program instructions, when read and executed by a processor, perform the method for synchronizing operator documents in embodiment 1 of the present application.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method can be implemented in other ways. The apparatus embodiments described above are merely illustrative, and for example, the flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, functional modules in the embodiments of the present application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer-readable storage medium. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
The above description is only an example of the present application and is not intended to limit the scope of the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present application shall be included in the protection scope of the present application. It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined or explained in subsequent figures.
The above description is only for the specific embodiments of the present application, but the scope of the present application is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present application, and shall be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
It should be noted that, in this document, relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising a," "8230," "8230," or "comprising" does not exclude the presence of additional like elements in a process, method, article, or apparatus that comprises the element.
Claims (8)
1. A method for synchronizing operator documents, comprising:
acquiring a file to be assigned and a target operator document of a preset target file;
carrying out operator extraction on the target file to obtain a first operator set, and carrying out operator extraction on the file to be assigned to obtain a second operator set;
carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature;
determining an operator document of the file to be assigned according to the operator pair and the target operator document;
wherein the operator pair comprises a first operator in the first set of operators and a second operator in the second set of operators that is paired with the first operator;
the determining the operator document of the file to be assigned according to the operator pair and the target operator document comprises the following steps:
determining first operator document data of the first operator according to the target operator document;
assigning the first operator document data to the second operator according to the operator pair to serve as second operator document data of the second operator;
and summarizing all the second operator document data to obtain the operator document of the file to be assigned.
2. The method for synchronizing operator documents according to claim 1, wherein said performing operator extraction on said target file to obtain a first operator set comprises:
extracting all functions in the target file to obtain function data;
and carrying out operator identification on the function data to obtain a first operator set.
3. The operator document synchronization method according to claim 1, wherein the obtaining of the target operator document of the file to be assigned and the preconfigured target file comprises:
acquiring a file set to be assigned;
and determining one file with the operator document in the file set as a target file, and acquiring the target operator document of the target file.
4. A synchronization apparatus for operator documents, comprising:
the device comprises an acquisition unit, a storage unit and a processing unit, wherein the acquisition unit is used for acquiring a file to be assigned and a target operator document of a preset target file;
the first extraction unit is used for carrying out operator extraction on the target file to obtain a first operator set;
the second extraction unit is used for carrying out operator extraction on the file to be assigned to obtain a second operator set;
the pairing unit is used for carrying out operator pairing on the first operator set and the second operator set to obtain operator pairs with the same function signature;
the determining unit is used for determining the operator document of the file to be assigned according to the operator pair and the target operator document;
wherein the operator pair comprises a first operator in the first set of operators and a second operator in the second set of operators that is paired with the first operator;
the determination unit includes:
the second determining subunit is used for determining the first operator document data of the first operator according to the target operator document;
the assignment subunit is used for assigning the first operator document data to the second operator according to the operator pair to serve as the second operator document data of the second operator;
and the collecting subunit is used for collecting all the second operator document data to obtain the operator documents of the files to be assigned.
5. The operator document synchronization apparatus according to claim 4, wherein the first extraction unit comprises:
the extraction subunit is used for extracting all functions in the target file to obtain function data;
and the identification subunit is used for carrying out operator identification on the function data to obtain a first operator set.
6. The operator document synchronization apparatus according to claim 4, wherein said acquisition unit comprises:
the obtaining subunit is used for obtaining a file set to be assigned;
and the first determining subunit is used for determining one of the files with the operator document in the file set as a target file and acquiring the target operator document of the target file.
7. An electronic device, characterized in that the electronic device comprises a memory for storing a computer program and a processor for executing the computer program to cause the electronic device to perform the method of synchronization of operator documents according to any of claims 1 to 3.
8. A readable storage medium, wherein computer program instructions are stored, which when read and executed by a processor, perform the method for synchronization of operator documents according to any one of claims 1 to 3.
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| CN111259348B (en) * | 2020-02-20 | 2023-03-07 | 国网信息通信产业集团有限公司 | Method and system for safely running executable file |
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| WO2022095520A1 (en) * | 2020-11-05 | 2022-05-12 | 深圳壹账通智能科技有限公司 | Document editing method and device, server, terminal, and storage medium |
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