CN115729624A - Data processing method and device, electronic equipment and computer readable storage medium - Google Patents
Data processing method and device, electronic equipment and computer readable storage medium Download PDFInfo
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Abstract
The invention provides a data processing method, a device, electronic equipment and a computer readable storage medium, which relate to the technical field of computers. In addition, based on the data processing mode of two stacks (variable stack and operator stack), operators and variables do not need to be processed in one stack at the same time, the priorities of the operators do not need to be judged, operators and variables in mathematical expressions only need to be distinguished, and the difficulty of calculation is reduced.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data processing method and apparatus, an electronic device, and a computer-readable storage medium.
Background
In the process of function development, large-screen display, report statistics and other function development are frequently encountered, and data calculation processing is required. The traditional development mode is that the calculation logic of the data is often written in the code of the program, and when the calculation logic of the data needs to be modified, the problem can be solved only by re-publishing after the code is modified, so that the robustness of the program is poor, the development period is long, and the project cost is high.
Disclosure of Invention
The invention aims to provide a data processing method, a data processing device, electronic equipment and a computer readable storage medium, which are used for solving the problems of poor robustness, long development period and high project cost of a program existing in the process of writing the calculation logic of data in a code.
In a first aspect, an embodiment of the present invention provides a data processing method, including:
acquiring to-be-processed data corresponding to a target function, wherein the to-be-processed data comprises a target mathematical expression and a corresponding variable value;
processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators.
Further, the processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result includes:
initializing two stacks to obtain a variable stack and an operator stack;
and sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack for operation based on the variable value corresponding to the target mathematical expression to obtain a data processing result.
Further, the step of sequentially storing the characters in the target mathematical expression into corresponding variable stacks or operator stacks for operation based on the variable value corresponding to the target mathematical expression to obtain a data processing result includes:
converting the target mathematical expression into a character array consisting of characters;
traversing each character in the character array, and judging whether the character is an operator;
if the character is not an operator, storing the character in the variable stack;
if the character is an operator, storing the character in the operator stack, and judging whether the character is a right bracket;
if the character is a right bracket, calculating data in a target bracket corresponding to the character based on a corresponding variable value, and storing a numerical value obtained by calculation in the variable stack;
after traversing the character array once, if characters exist in the operator stack, circularly popping the characters in the operator stack and the variable stack, and bringing corresponding variable values into the operator stack and the variable stack for calculation to obtain a data processing result.
Further, the determining whether the character is an operator includes:
and judging whether the character is an operator or not based on the American Standard Code for Information Interchange (ASCII) code comparison table.
Further, the calculating the data in the target bracket corresponding to the character based on the corresponding variable value includes:
according to the character sequence in the character array, sequentially popping up characters in the operator stack and the variable stack from the character until a left bracket is popped up, and obtaining all characters corresponding to the target bracket;
and replacing variables in all characters corresponding to the target brackets with corresponding variable values, and performing data calculation.
In a second aspect, an embodiment of the present invention further provides a data processing apparatus, including:
the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring to-be-processed data corresponding to a target function, and the to-be-processed data comprises a target mathematical expression and a corresponding variable value;
the processing module is used for processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators.
Further, the processing module is specifically configured to:
initializing two stacks to obtain a variable stack and an operator stack;
and sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack for operation based on the variable value corresponding to the target mathematical expression to obtain a data processing result.
Further, the processing module is further configured to:
converting the target mathematical expression into a character array consisting of characters;
traversing each character in the character array, and judging whether the character is an operator;
if the character is not an operator, storing the character in the variable stack;
if the character is an operator, storing the character in the operator stack, and judging whether the character is a right bracket;
if the character is a right bracket, calculating data in a target bracket corresponding to the character based on a corresponding variable value, and storing a numerical value obtained by calculation in the variable stack;
after traversing the character array once, if characters exist in the operator stack, circularly popping the characters in the operator stack and the variable stack, and substituting corresponding variable values for calculation to obtain a data processing result.
In a third aspect, an embodiment of the present invention further provides an electronic device, which includes a memory and a processor, where the memory stores a computer program that is executable on the processor, and the processor implements the data processing method of the first aspect when executing the computer program.
In a fourth aspect, the embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program performs the data processing method of the first aspect.
According to the data processing method, the data processing device, the electronic equipment and the computer readable storage medium, when data calculation processing of a target function is carried out, to-be-processed data corresponding to the target function is obtained firstly, and the to-be-processed data comprise a target mathematical expression and a corresponding variable value; then processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators. Therefore, a user only needs to configure the required target function in a mathematical expression form and provide a variable value required during calculation, so that data processing of the target function can be realized, data calculation logic of the target function does not need to be known, and when the target function needs to be modified, only the mathematical expression needs to be modified, and code does not need to be modified and then re-edition is carried out, so that the robustness of a program is increased, the development period is shortened, and the project cost is reduced. In addition, based on the data processing mode of two stacks (variable stack and operator stack), operators and variables do not need to be processed in one stack at the same time, the priorities of the operators do not need to be judged, operators and variables in mathematical expressions only need to be distinguished, and the difficulty of calculation is reduced.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a schematic flow chart of a data processing method according to an embodiment of the present invention;
FIG. 2 is an initialization state diagram of a variable stack and an operator stack provided by an embodiment of the present invention;
FIG. 3 is an intermediate state diagram of the variable stack and the operator stack provided by an embodiment of the present invention;
FIG. 4 is another intermediate state diagram of the variable stack and operator stack provided by an embodiment of the present invention;
FIG. 5 is another intermediate state diagram of the variable stack and operator stack provided by an embodiment of the present invention;
FIG. 6 is another intermediate state diagram of the variable stack and operator stack provided by an embodiment of the present invention;
FIG. 7 is another intermediate state diagram of the variable stack and operator stack provided by an embodiment of the present invention;
FIG. 8 is a final state diagram of the variable stack and operator stack provided by an embodiment of the present invention;
fig. 9 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention;
fig. 10 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the following embodiments, and it should be apparent that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without making any creative effort based on the embodiments in the present invention, belong to the protection scope of the present invention.
When a program is compiled in function development, scenes of calculating mathematical expressions are frequently encountered; the common modes are: the function is realized by using script Engine provided by jdk to call eval method, or by using Math, bigDecimal class provided by jdk, the result is calculated according to operation symbol priority and then output. In the using process, the action of each method in the class, the reference mode and the specific details of the method need to be known, bug easily occurs in the whole process, certain learning cost is generated, the function is not easy to realize rapidly, iteration and problem repair are not facilitated, the robustness of the program is poor, the development period is long, and the project cost is high.
Based on this, the data processing method, the data processing apparatus, the electronic device, and the computer-readable storage medium provided in the embodiments of the present invention can solve the problems of poor robustness, long development period, and high project cost of a program existing in writing the calculation logic of data in a code.
To facilitate understanding of the embodiment, a data processing method disclosed in the embodiment of the present invention is first described in detail.
The embodiment of the invention provides a data processing method which can be executed by electronic equipment with data processing capacity. Referring to the flow diagram of a data processing method shown in fig. 1, the method mainly includes the following steps S102 to S104:
step S102, to-be-processed data corresponding to the target function is obtained, and the to-be-processed data comprises a target mathematical expression and a corresponding variable value.
The target function refers to a function which needs to perform data calculation processing, such as large screen display, report statistics and the like, and a user can configure the functions in the report or the large screen in a formula form on a corresponding interface, wherein the formula is a target mathematical expression. Some variables exist in the target mathematical expression, and corresponding variable values need to be configured in the calculation processing.
Step S104, processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators.
In some possible embodiments, two stacks may be initialized first, resulting in a variable stack (variableStark) and an operator stack (operatorstart); and then, based on the variable value corresponding to the target mathematical expression, sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack for operation to obtain a data processing result.
Specifically, it can be realized by the following process: converting the target mathematical expression into a character array formed by characters; traversing each character in the character array, and judging whether the character is an operator; if the character is not an operator, storing the character in a variable stack; if the character is an operator, storing the character in an operator stack, and judging whether the character is a right bracket; if the character is a right bracket, performing data calculation in a target bracket corresponding to the character based on a corresponding variable value, and storing a calculated value into a variable stack; if the character is not the right bracket, continuously traversing the next character; after traversing the character array once, if the characters exist in the operator stack, circularly popping the characters in the operator stack and the variable stack, and bringing the corresponding variable values into the operator stack and the variable stack for calculation to obtain a data processing result.
Alternatively, the manner of determining whether the character is an operator may be as follows: whether the character is an operator is judged based on an ASCII (American Standard Code for Information exchange) Code comparison table. For example, left bracket =40, right bracket =41, + sign =43, -sign =45, # sign =42,/sign =47, number or letter > =48.
Alternatively, based on the corresponding variable value, the data calculation in the target bracket corresponding to the character may be performed as follows: according to the character sequence in the character array, sequentially popping up characters in an operator stack and a variable stack from the character until a left bracket is popped up, and obtaining all characters corresponding to a target bracket; and replacing variables in all characters corresponding to the target brackets with corresponding variable values, and performing data calculation.
By applying the data processing method provided by the embodiment of the invention, a user can realize the data processing of the target function only by configuring the required target function in a mathematical expression form and providing a variable value required during calculation without knowing the data calculation logic of the target function, and when the target function needs to be modified, only the mathematical expression needs to be modified without modifying a code and then re-publishing the code, so that the robustness of a program is increased, the development period is shortened, and the project cost is reduced. In addition, based on the data processing mode of two stacks (a variable stack and an operator stack), operators and variables do not need to be processed in one stack at the same time, the priorities of the operators do not need to be judged, only the operators and the variables in the mathematical expression need to be distinguished, and the difficulty of calculation is reduced.
For ease of understanding, the following formula is a target mathematical expression: the data processing method described above will be described in detail by taking (x + 1) × 2/(y-5), variable x =1, and y =9 as an example.
a: first, two stacks are initialized, namely, variable stack for saving variables or numbers and operator stack for saving operators, as shown in fig. 2.
b: converting the formula into a character array, circularly traversing the character array, and judging whether each character is an operator or a variable; the first character of the formula is left bracket placed in operatorStark, the second character is variable x placed in variable Stark, the third character is + number placed in operatorStark, the fourth character is number 1 placed in variable Stark, and the fifth character is right bracket placed in operatorStark, as shown in FIG. 3.
c: when the right bracket is encountered, the operation result in the bracket needs to be calculated firstly; popping the next character in operatorstart as the + number, simultaneously popping the first character 1 and the second character x in variableStark, with the character x in the incoming variable, bringing in x =1, calculating to obtain 1+ x =2, putting the value 2 in variableStark, and the current stack result is as shown in fig. 4.
d: continuing the character array of the loop formula, the next character is placing number 2 into operatestark, character/into operatestark, left bracket into operatestark, character y into variablestartk, character-number into operatestark, number 5 into variablestartk, right bracket into operatestark, the current stack structure is shown in fig. 5.
e, when the right bracket is met currently and the value in the bracket is calculated according to the step in the step c (4 is obtained), the structure in the current stack is shown in FIG. 6.
f, looping operatorStark pop-up/character, popping up the first 4 and the second 2 characters in variable Stark, and after calculating the result, the current stack structure is shown in FIG. 7.
g, popping characters by cycling the operatorStark, popping the first 0.5 and the second 2 characters in the variable Stark, and calculating the result to obtain the current stack structure shown in FIG. 8.
h, popping up the last character of the variable Stak, obtaining a formula with the calculation result of 1, and finishing the whole calculation process.
The process is realized by using codes, only two stacks are needed to be initialized, one stack is used for storing an operator, the other stack is used for storing a variable, the operator and the variable are not needed to be simultaneously processed in one stack, the priority of the operator is not needed to be judged, only the operator and the variable in a formula need to be distinguished, and the difficulty of calculation is simplified; the analysis and calculation processes of the formula are transparent, a user only needs to call one method to transmit the formula and the variable replacement value in the formula, specific calculation logic is not needed to be concerned, and development efficiency is improved.
After the data processing method provided by the embodiment of the invention is used, functions in a report or a large screen can be configured on an interface in a formula mode, the formula and the data source of a field only need to be known during program calculation, calculation logic does not need to be realized, formula adjustment only needs to be modified on the interface, the program is not needed to be modified to be re-published, the development period is shortened, the robustness of the program is increased, and the project cost is reduced.
Corresponding to the above data processing method, an embodiment of the present invention further provides a data processing apparatus, referring to a schematic structural diagram of the data processing apparatus shown in fig. 9, where the data processing apparatus includes:
an obtaining module 902, configured to obtain to-be-processed data corresponding to a target function, where the to-be-processed data includes a target mathematical expression and a corresponding variable value;
a processing module 904, configured to process the data to be processed based on the initialized variable stack and the operator stack, to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators.
Further, the processing module 904 is specifically configured to:
initializing two stacks to obtain a variable stack and an operator stack;
and based on the variable value corresponding to the target mathematical expression, sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack for operation to obtain a data processing result.
Further, the processing module 904 is further configured to:
converting the target mathematical expression into a character array consisting of characters;
traversing each character in the character array, and judging whether the character is an operator;
if the character is not an operator, storing the character in a variable stack;
if the character is an operator, storing the character into an operator stack, and judging whether the character is a right bracket or not;
if the character is a right bracket, performing data calculation in a target bracket corresponding to the character based on a corresponding variable value, and storing a calculated value into a variable stack;
after traversing the character array once, if the characters exist in the operator stack, the characters in the operator stack and the variable stack are popped out circularly, and corresponding variable values are taken in for calculation to obtain a data processing result.
Further, the processing module 904 is further configured to: and judging whether the character is an operator or not based on the American Standard Code for Information Interchange (ASCII) code comparison table.
Further, the processing module 904 is further configured to: according to the character sequence in the character array, sequentially popping up characters in an operator stack and a variable stack from the character until a left bracket is popped up, and obtaining all characters corresponding to a target bracket; and replacing variables in all characters corresponding to the target brackets with corresponding variable values, and performing data calculation.
The data processing apparatus provided in this embodiment has the same implementation principle and technical effect as those of the foregoing data processing method embodiment, and for the sake of brief description, reference may be made to corresponding contents in the foregoing data processing method embodiment for parts that are not mentioned in the data processing apparatus embodiment.
As shown in fig. 10, an electronic device 1000 according to an embodiment of the present invention includes: a processor 1001, a memory 1002 and a bus, the memory 1002 storing a computer program operable on the processor 1001, the processor 1001 communicating with the memory 1002 via the bus when the electronic device 1000 is operated, the processor 1001 executing the computer program to implement the data processing method.
Specifically, the memory 1002 and the processor 1001 may be general-purpose memory and processor, and are not particularly limited herein.
Embodiments of the present invention further provide a computer-readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to perform the data processing method described in the foregoing method embodiments. The computer-readable storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a RAM, a magnetic disk, or an optical disk.
In all examples shown and described herein, any particular value should be construed as merely exemplary, and not as a limitation, and thus other examples of example embodiments may have different values.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of 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 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 the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other manners. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one logical division, and there may be other divisions when actually implemented, and for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or units through some communication interfaces, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one position, or may be distributed on multiple network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and these modifications or substitutions do not depart from the spirit of the corresponding technical solutions of the embodiments of the present invention.
Claims (10)
1. A method of data processing, comprising:
acquiring to-be-processed data corresponding to a target function, wherein the to-be-processed data comprises a target mathematical expression and a corresponding variable value;
processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators.
2. The data processing method of claim 1, wherein the processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result comprises:
initializing two stacks to obtain a variable stack and an operator stack;
and sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack for operation based on the variable value corresponding to the target mathematical expression to obtain a data processing result.
3. The data processing method of claim 2, wherein the obtaining of the data processing result by sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack based on the variable value corresponding to the target mathematical expression includes:
converting the target mathematical expression into a character array consisting of characters;
traversing each character in the character array, and judging whether the character is an operator;
if the character is not an operator, storing the character in the variable stack;
if the character is an operator, storing the character into the operator stack, and judging whether the character is a right bracket or not;
if the character is a right bracket, performing data calculation in a target bracket corresponding to the character based on a corresponding variable value, and storing a calculated value into the variable stack;
after traversing the character array once, if characters exist in the operator stack, circularly popping the characters in the operator stack and the variable stack, and bringing corresponding variable values into the operator stack and the variable stack for calculation to obtain a data processing result.
4. The data processing method of claim 3, wherein the determining whether the character is an operator comprises:
and judging whether the character is an operator or not based on the American Standard Code for Information Interchange (ASCII) code comparison table.
5. The data processing method of claim 3, wherein the calculating the data in the target bracket corresponding to the character based on the corresponding variable value comprises:
according to the character sequence in the character array, sequentially popping up characters in the operator stack and the variable stack from the character until a left bracket is popped up, and obtaining all characters corresponding to the target bracket;
and replacing variables in all characters corresponding to the target brackets with corresponding variable values, and performing data calculation.
6. A data processing apparatus, comprising:
the acquisition module is used for acquiring to-be-processed data corresponding to a target function, wherein the to-be-processed data comprises a target mathematical expression and a corresponding variable value;
the processing module is used for processing the data to be processed based on the initialized variable stack and the operator stack to obtain a data processing result; the variable stack is used for storing variables or numbers, and the operator stack is used for storing operators.
7. The data processing apparatus of claim 6, wherein the processing module is specifically configured to:
initializing two stacks to obtain a variable stack and an operator stack;
and sequentially storing the characters in the target mathematical expression into a corresponding variable stack or an operator stack for operation based on the variable value corresponding to the target mathematical expression to obtain a data processing result.
8. The data processing apparatus of claim 7, wherein the processing module is further configured to:
converting the target mathematical expression into a character array consisting of characters;
traversing each character in the character array, and judging whether the character is an operator;
if the character is not an operator, storing the character into the variable stack;
if the character is an operator, storing the character into the operator stack, and judging whether the character is a right bracket or not;
if the character is a right bracket, performing data calculation in a target bracket corresponding to the character based on a corresponding variable value, and storing a calculated value into the variable stack;
after traversing the character array once, if characters exist in the operator stack, circularly popping the characters in the operator stack and the variable stack, and substituting corresponding variable values for calculation to obtain a data processing result.
9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the data processing method according to any one of claims 1 to 5 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the data processing method of any one of claims 1 to 5.
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