CN111178052A - Method and device for constructing robot process automation application - Google Patents
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- CN111178052A CN111178052A CN201911327188.XA CN201911327188A CN111178052A CN 111178052 A CN111178052 A CN 111178052A CN 201911327188 A CN201911327188 A CN 201911327188A CN 111178052 A CN111178052 A CN 111178052A
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Abstract
The invention discloses a method and a device for constructing robot process automation application, and relates to the technical field of computers. One embodiment of the method comprises: obtaining a description sentence for generating a business process by using a root of a constructed domain specific language; performing lexical analysis on the descriptive statement by using a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive statement; and performing semantic analysis on the syntax tree to generate robot process automation application of the business process. The embodiment can improve the execution efficiency and stability while reducing the RPA application entry threshold.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a method for constructing robot process automation application.
Background
With the popularization of IT technology, more and more enterprises change from paper off-line processes to on-line processes. RPA (robot process Automation) is a method that can simulate the operation behavior of a human between different systems on a computer, and replace the human to execute an office process with high regularity and repeatability in front of the computer. At present, the RPA technology is generally solved by adopting a screen recording technology or a pure code form.
In the process of implementing the invention, the inventor finds that at least the following problems exist in the prior art:
1. screen recording technology: the desired RPA application is generated by recording, which often redundancies more useless codes, resulting in inefficient execution and poor stability.
2. Pure coding mode: optimal solution of efficiency and stability, but the threshold is high and is not friendly to business personnel with non-IT background.
Disclosure of Invention
In view of this, embodiments of the present invention provide a method and an apparatus for constructing a robot process automation application, which can improve execution efficiency and stability while reducing an RPA application entry threshold.
To achieve the above object, according to an aspect of an embodiment of the present invention, there is provided a method of building a robot flow automation application, including:
obtaining a description sentence for generating a business process by using a root of a constructed domain specific language;
performing lexical analysis on the descriptive statement by using a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive statement;
and performing semantic analysis on the syntax tree to generate robot process automation application of the business process.
Optionally, the root word of the domain-specific language comprises: name class, action class, condition class, user name class, password class.
Optionally, generating a description statement of the business process by using the constructed root word of the domain-specific language includes: and for each keyword or keyword input by the user, associating and displaying a phrase matched with the keyword or keyword from the root of the constructed domain specific language, and generating the description sentence according to the phrase selected by the user and corresponding to each keyword or keyword.
Optionally, a finite automaton is used to associate and display phrases matching the keywords or keywords from the roots of the constructed domain-specific language.
According to a second aspect of embodiments of the present invention, there is provided an apparatus for building a robotic process automation application, comprising:
the acquisition module is used for acquiring a description sentence for generating a business process by utilizing the root of the established domain specific language;
the analysis module is used for carrying out lexical analysis on the descriptive sentences by utilizing a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive sentences;
and the generating module is used for performing semantic analysis on the syntax tree and generating the robot process automation application of the business process.
Optionally, the root word of the domain-specific language comprises: name class, action class, condition class, user name class, password class.
Optionally, the obtaining module is further configured to: generating a description statement of a business process by using the root of the constructed domain-specific language, wherein the description statement comprises the following steps: and for each keyword or keyword input by the user, associating and displaying a phrase matched with the keyword or keyword from the root of the constructed domain specific language, and generating the description sentence according to the phrase selected by the user and corresponding to each keyword or keyword.
Optionally, the obtaining module associates and displays a phrase matched with the keyword or the keyword from the root of the constructed domain-specific language by using a finite automaton.
According to a third aspect of embodiments of the present invention, there is provided an electronic device for building a robotic process automation application, comprising:
one or more processors;
a storage device for storing one or more programs,
when the one or more programs are executed by the one or more processors, the one or more processors are caused to implement the method provided by the first aspect of the embodiments of the present invention.
According to a fourth aspect of embodiments of the present invention, there is provided a computer readable medium, on which a computer program is stored, which when executed by a processor, implements the method provided by the first aspect of embodiments of the present invention.
One embodiment of the above invention has the following advantages or benefits: by constructing the RPA application based on the domain specific language, the execution efficiency and the stability can be improved while the entrance threshold of the RPA application is reduced.
Further effects of the above-mentioned non-conventional alternatives will be described below in connection with the embodiments.
Drawings
The drawings are included to provide a better understanding of the invention and are not to be construed as unduly limiting the invention. Wherein:
fig. 1 is a schematic diagram of a main flow of a method of building a robotic process automation application of an embodiment of the invention;
FIG. 2 is a diagram of a syntax tree in an alternative embodiment of the present invention;
fig. 3 is a schematic diagram of the main modules of an apparatus for building a robotic process automation application according to an embodiment of the invention;
FIG. 4 is an exemplary system architecture diagram in which embodiments of the present invention may be employed;
fig. 5 is a schematic block diagram of a computer system suitable for use in implementing a terminal device or server of an embodiment of the invention.
Detailed Description
Exemplary embodiments of the present invention are described below with reference to the accompanying drawings, in which various details of embodiments of the invention are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
According to an aspect of an embodiment of the present invention, there is provided a method of building a robotic process automation application.
Fig. 1 is a schematic diagram of a main flow of a method for building a robot flow automation application according to an embodiment of the present invention, and as shown in fig. 1, the method for building a robot flow automation application includes:
s101, obtaining a description sentence for generating a business process by utilizing a root of a constructed domain specific language;
step S102, carrying out lexical analysis on the descriptive statement by using a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive statement;
step S103, semantic analysis is carried out on the syntax tree, and Robot Process Automation (RPA) application of the business Process is generated.
A Domain Specific Language (DSL) is a Language that describes objects, rules, and operational aspects of a particular Domain. Chinese domain specific languages may include: a workflow class language (a language for describing a business process flow), and a system operation class language (a language for describing a system operation flow in a business process). The specific fields mentioned here can be set according to actual situations, such as the banking field, the mobile communication field, and so on.
Optionally, the root word of the domain-specific language comprises: name class, action class, condition class, user name class, password class. The process of building a root word of a domain-specific language can be viewed as a process of defining the syntax and semantics of the domain-specific language. The lexical analyzer of the domain specific language is an analysis process corresponding to a process of defining a root, and analyzes the descriptive sentences according to the attribute of the root corresponding to each word in the descriptive sentences during analysis.
The term class root is used to describe the object of a particular domain. In the actual application process, relevant systems involved in constructing the RPA application, such as an OA (Office Automation) system, an employee channel (system), an IT (Internet Technology) management system, etc., may be converted into corresponding noun class roots, for example, into a URL (Uniform Resource Locator) of a browser class or a running address of a desktop application class.
The action class root is used to describe the way in which operations are performed on the domain-specific object, such as open, close, search, login, monitor, use, and the like.
The condition class root is used to describe rules for operating on the object in the specific field, i.e. trigger conditions of each operation. Take time-triggered conditions as examples, such as today, tomorrow, daily, monday, monthly, quarterly, etc. Of course, a person skilled in the art may also use a pre-trigger condition according to circumstances, for example, if the operation a is executed after the operation B is executed, the pre-trigger condition of the operation B is that the operation a is executed.
The user name class root word and the password class root word are used for describing a user name and a password which need to be logged in the process of flow automation.
Optionally, generating a description statement of the business process by using the constructed root word of the domain-specific language includes: and for each keyword or keyword input by the user, associating and displaying a phrase matched with the keyword or keyword from the root of the constructed domain specific language, and generating the description sentence according to the phrase selected by the user and corresponding to each keyword or keyword.
The phrase collocated with the keyword or keywords may be a phrase containing the keyword or keywords, for example, when the user inputs the keyword "open", a phrase containing the keyword "open" is screened from the constructed DSL root word, such as "open IT management system", and the "open IT management system" is displayed as a phrase matching with the keyword "open". The phrase matched with the keyword or the keyword may also be a phrase commonly matched with the keyword or the keyword, for example, when the user inputs the keyword "open", a phrase commonly matched with the keyword "open" is screened from the constructed DSL root word, such as "IT management system", and the "IT management system" is displayed as a phrase matched with the keyword "open".
The number of the phrases matched with the keywords or the keywords and displayed may be one or more, the user may select a target phrase to be input from the plurality of displayed phrases, and when the displayed one or more phrases do not include the target phrase to be input by the user, the user may also manually input the target phrase. In the actual application process, after the user selects a target phrase from the displayed one or more phrases or manually inputs the target phrase, the target phrase can be used as a new keyword or keyword for automatic association.
Through associating and displaying phrases matched with keywords or keywords from the constructed DSL root word, on one hand, the input efficiency of the description statement can be improved, and on the other hand, the generated description statement can meet the rule requirement of a DSL lexical analyzer, so that the subsequent analysis is facilitated.
Optionally, a finite automaton is used to associate and display phrases matching the keywords or keywords from the roots of the constructed domain-specific language. Finite automata has a finite number of states, each of which can be migrated to zero or more states, and the input string determines which state migration is to be performed. The automatic association is carried out through the finite automaton, the method is simple, and the execution efficiency is high.
The method and the device for constructing the RPA application code based on the DSL are efficient and concise, can greatly degrade the code understanding and using difficulty compared with a general language, are convenient to modify, and can greatly improve the execution efficiency and stability of the RPA application.
The method of the present invention for constructing an application of RPA is described in detail below with reference to specific examples. In this example, the method for assisting the user to input the descriptive statement of the business process by using the constructed root word of the domain-specific language includes: three points in the afternoon today, an IT management system is opened, a user name xiaoming is used, a password is used, my matters- > my to-do- > unread notification is checked, and the result is returned to a mailbox xxx @ ccbft. The results are defined as the top ten of the grab unread notification list.
And performing lexical analysis on the descriptive statement by using a lexical analyzer of the DSL to generate a syntax tree of the descriptive statement, as shown in FIG. 2.
Semantic analysis is performed on the syntax tree in fig. 2, and the syntax tree is translated into executable RPA application code based on the root attribute. If the date of today is 2019, 9, 14, then today three points in the afternoon will be interpreted as: run (this. task, format ("2019-9-1415: 00, '5555-MM-DD HH24: MIN')). When the sentence of 'return result to mailbox xxx @ ccbft.com' in the description sentence is called, the result belongs to a special definition class variable, so that the sentence 'result is defined as grabbing the first ten of unread notification lists' is executed first. And searching table elements in the unread notification browsing page, capturing the first ten pieces of form information, temporarily storing the captured form information into a clipboard of the computer, and waiting for calling. Execution then continues returning the result to mailbox xxx @ ccbft. And (3) quickly sending the clipboard contents to a specified mailbox by utilizing a smtp (Simple Mail Transfer Protocol) mode. Thus, a simple RPA application of the unread notice of the reservation check IT management system is completed.
The embodiment generates the final RPA application code by utilizing the meaningful Chinese description statement, and can improve the execution efficiency and ensure the stability while reducing the entrance threshold of the RPA application. The method and the device can quickly generate the RPA application with stability and efficiency superior to those generated by a direct simple screen recording technology. It should be noted that the chinese descriptive statement in this embodiment may be generated by using a screen recording technology.
According to a second aspect of the embodiments of the present invention, there is provided an apparatus for implementing the above method.
Fig. 3 is a schematic diagram of the main modules of an apparatus for building a robotic process automation application according to an embodiment of the invention. As shown in fig. 3, an apparatus 300 for building a robot process automation application includes:
the obtaining module 301 obtains a description sentence for generating a business process by using a root of a constructed domain specific language;
an analysis module 302, which performs lexical analysis on the descriptive statement by using a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive statement;
and the generating module 303 is used for performing semantic analysis on the syntax tree to generate the robot process automation application of the business process.
Optionally, the root word of the domain-specific language comprises: name class, action class, condition class, user name class, password class.
Optionally, the obtaining module is further configured to: generating a description statement of a business process by using the root of the constructed domain-specific language, wherein the description statement comprises the following steps: and for each keyword or keyword input by the user, associating and displaying a phrase matched with the keyword or keyword from the root of the constructed domain specific language, and generating the description sentence according to the phrase selected by the user and corresponding to each keyword or keyword.
Optionally, the obtaining module associates and displays a phrase matched with the keyword or the keyword from the root of the constructed domain-specific language by using a finite automaton.
According to a third aspect of embodiments of the present invention, there is provided an electronic device for building a robotic process automation application, comprising:
one or more processors;
a storage device for storing one or more programs,
when the one or more programs are executed by the one or more processors, the one or more processors are caused to implement the method provided by the first aspect of the embodiments of the present invention.
Fig. 4 illustrates an exemplary system architecture 400 of a method of building a robotic process automation application or an apparatus for building a robotic process automation application to which embodiments of the present invention may be applied.
As shown in fig. 4, the system architecture 400 may include terminal devices 401, 402, 403, a network 404, and a server 405. The network 404 serves as a medium for providing communication links between the terminal devices 401, 402, 403 and the server 405. Network 404 may include various types of connections, such as wire, wireless communication links, or fiber optic cables, to name a few.
A user may use terminal devices 401, 402, 403 to interact with a server 405 over a network 404 to receive or send messages or the like. The terminal devices 401, 402, 403 may have installed thereon various communication client applications, such as shopping-like applications, web browser applications, search-like applications, instant messaging tools, mailbox clients, social platform software, etc. (by way of example only).
The terminal devices 401, 402, 403 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop portable computers, desktop computers, and the like.
The server 405 may be a server providing various services, such as a background management server (for example only) providing support for shopping websites browsed by users using the terminal devices 401, 402, 403. The backend management server may analyze and perform other processing on the received data such as the product information query request, and feed back a processing result (for example, target push information, product information — just an example) to the terminal device.
It should be noted that the method for building the robot flow automation application provided by the embodiment of the present invention is generally executed by the server 405, and accordingly, the apparatus for building the robot flow automation application is generally disposed in the server 405.
It should be understood that the number of terminal devices, networks, and servers in fig. 4 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
Referring now to FIG. 5, shown is a block diagram of a computer system 500 suitable for use with a terminal device implementing an embodiment of the present invention. The terminal device shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 5, the computer system 500 includes a Central Processing Unit (CPU)501 that can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM)502 or a program loaded from a storage section 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data necessary for the operation of the system 500 are also stored. The CPU 501, ROM 502, and RAM 503 are connected to each other via a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
The following components are connected to the I/O interface 505: an input portion 506 including a keyboard, a mouse, and the like; an output portion 507 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage portion 508 including a hard disk and the like; and a communication section 509 including a network interface card such as a LAN card, a modem, or the like. The communication section 509 performs communication processing via a network such as the internet. The driver 510 is also connected to the I/O interface 505 as necessary. A removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 510 as necessary, so that a computer program read out therefrom is mounted into the storage section 508 as necessary.
In particular, according to the embodiments of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication section 509, and/or installed from the removable medium 511. The computer program performs the above-described functions defined in the system of the present invention when executed by the Central Processing Unit (CPU) 501.
It should be noted that the computer readable medium shown in the present invention can be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present invention, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present invention, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. 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 or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The modules described in the embodiments of the present invention may be implemented by software or hardware. The described modules may also be provided in a processor, which may be described as: a processor comprising: the acquisition module is used for acquiring a description sentence for generating a business process by utilizing the root of the established domain specific language; the analysis module is used for carrying out lexical analysis on the descriptive sentences by utilizing a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive sentences; and the generating module is used for performing semantic analysis on the syntax tree and generating the robot process automation application of the business process. Where the names of these modules do not in some cases constitute a limitation on the module itself, for example, an acquisition module may also be described as a "module of a robotic process automation application that generates the business process.
As another aspect, the present invention also provides a computer-readable medium that may be contained in the apparatus described in the above embodiments; or may be separate and not incorporated into the device. The computer readable medium carries one or more programs which, when executed by a device, cause the device to comprise: obtaining a description sentence for generating a business process by using a root of a constructed domain specific language; performing lexical analysis on the descriptive statement by using a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive statement; performing semantic analysis on the syntax tree to generate robot process automation application of the business process
According to the technical scheme of the embodiment of the invention, the RPA application is constructed based on the domain specific language, so that the execution efficiency and the stability can be improved while the entrance threshold of the RPA application is reduced.
The above-described embodiments should not be construed as limiting the scope of the invention. Those skilled in the art will appreciate that various modifications, combinations, sub-combinations, and substitutions can occur, depending on design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A method of building a robotic process automation application, comprising:
obtaining a description sentence for generating a business process by using a root of a constructed domain specific language;
performing lexical analysis on the descriptive statement by using a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive statement;
and performing semantic analysis on the syntax tree to generate robot process automation application of the business process.
2. The method of claim 1, wherein the root word of the domain-specific language comprises: name class, action class, condition class, user name class, password class.
3. The method of claim 1, wherein generating descriptive statements for a business process using roots of a constructed domain-specific language comprises: and for each keyword or keyword input by the user, associating and displaying a phrase matched with the keyword or keyword from the root of the constructed domain specific language, and generating the description sentence according to the phrase selected by the user and corresponding to each keyword or keyword.
4. A method according to claim 3, wherein phrases matching said keyword or keywords are associated from the roots of said constructed domain-specific language using finite automata and displayed.
5. An apparatus for building a robotic process automation application, comprising:
the acquisition module is used for acquiring a description sentence for generating a business process by utilizing the root of the established domain specific language;
the analysis module is used for carrying out lexical analysis on the descriptive sentences by utilizing a lexical analyzer of the domain specific language to generate a syntax tree of the descriptive sentences;
and the generating module is used for performing semantic analysis on the syntax tree and generating the robot process automation application of the business process.
6. The apparatus of claim 5, wherein the root word of the domain-specific language comprises: name class, action class, condition class, user name class, password class.
7. The apparatus of claim 5, wherein the acquisition module is further to: generating a description statement of a business process by using the root of the constructed domain-specific language, wherein the description statement comprises the following steps: and for each keyword or keyword input by the user, associating and displaying a phrase matched with the keyword or keyword from the root of the constructed domain specific language, and generating the description sentence according to the phrase selected by the user and corresponding to each keyword or keyword.
8. The apparatus of claim 7, wherein the obtaining module associates and displays a phrase matching the keyword or keyword from a root word of the constructed domain-specific language using finite automata.
9. An electronic device for building robotic process automation applications, comprising:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-4.
10. A computer-readable medium, on which a computer program is stored, which, when being executed by a processor, carries out the method according to any one of claims 1-4.
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