CN115686463B - Python and Excel-based interface automation framework control system - Google Patents

Python and Excel-based interface automation framework control system Download PDF

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CN115686463B
CN115686463B CN202211717616.1A CN202211717616A CN115686463B CN 115686463 B CN115686463 B CN 115686463B CN 202211717616 A CN202211717616 A CN 202211717616A CN 115686463 B CN115686463 B CN 115686463B
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excel
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CN115686463A (en
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方斯祺
李钊辉
吴磊
田彬彬
罗汉
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Kexun Jialian Information Technology Co ltd
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Abstract

The invention discloses an interface automation frame control system based on Python and Excel, which relates to the technical field of software testing and comprises a frame construction module, an interface testing module, a terminal monitoring module and a terminal evaluation module; the method is combined with the swagger interface document, and all interfaces in the interface document are automatically analyzed to be written into Excel by requesting the interface address of swagger; automatically generating a test case according to effective parameters in the Excel by using a boundary value, special characters, a mandatory item and other metering methods, and recording the test case in the Excel; the test of scene interfaces can be realized, and the value transmission between the interfaces can be realized; the interface testing efficiency is improved; the terminal monitoring module is used for evaluating a state deviation value of the test terminal in the interface test process, reminding a manager to overhaul the test terminal in time, replacing other test terminals for continuous test, and improving the interface test efficiency.

Description

Python and Excel-based interface automation framework control system
Technical Field
The invention relates to the technical field of software testing, in particular to an interface automation framework control system based on Python and Excel.
Background
Today, the internet is developed at a high speed, the quality requirement of software products is higher and higher no matter company requirements or customer requirements, and the software interface function is tested in advance in the development process to become an essential part in the test process; the current mainstream interface automation framework is realized based on Python + requests + unit test + HTMLTestRunner; in a Python environment, with the help of a requests + unit test module, testing a write script for each http interface; constructing a test set by using testsuite or constructing the test set by using a discover method provided in a TestLoader class; and finally, running a test set by using the HTMLTestRunner and generating a test report. The whole process is that information items of an interface are filled in Excel, then the Excel is read by Python, each time one Excel is filled in, the Excel is taken as a use case, and then the use cases are integrated by using a unittest library and run according to the sequence; finally generating a test report; the frame has the following disadvantages:
1. all information about the interface needs to be manually filled in the Excel, and the workload is complicated and the time is consumed;
2. when writing a use case, a person is required to manually design the use case, for example, ten fields need to be transmitted through one interface, and each field needs to be used as a use case of a boundary value, so that the work is repeated and the time is consumed;
3. the functions are single, for example, when the transmission between interface values and the sequencing of interfaces are realized, the functions cannot be realized; the report field is lack, and the desired result can not be visually displayed; are not associated with the interface document of the project; based on the defects, the invention provides an interface automation framework control system based on Python and Excel.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art. Therefore, the invention provides an interface automation framework control system based on Python and Excel, which is an interface automation framework for automatically generating a use case based on the combination of Python and swagger interface documents. The framework contains four py files and one xml configuration file; the Yml configuration file mainly maintains the public information items in one configuration file, so that the subsequent maintenance is convenient; the py file is mainly used for generating Excel and use cases. Each file has a corresponding function. The method is combined with the swagger interface document, and all interfaces in the interface document are automatically analyzed to be written into Excel by requesting the interface address of swagger; automatically generating a test case according to effective parameters in the Excel by using a boundary value, special characters, a mandatory item and other metering methods, and recording the test case in the Excel; the method can realize scene interface test and realize value transmission between interfaces.
In order to achieve the above object, an embodiment according to the first aspect of the present invention provides an interface automation framework control system based on Python and Excel, including a framework building module, an interface testing module, a terminal monitoring module and a terminal evaluation module;
the framework building module is used for building an interface automation framework for automatically generating a use case based on the combination of Python and swagger interface documents; the interface automation framework comprises four py files and one xml configuration file; wherein the xml configuration file is used to maintain the public information items within one configuration file; the py file is used for generating Excel and use cases;
the interface testing module comprises a plurality of testing terminals and is used for carrying out interface testing on an interface automation framework constructed by the application framework construction module; the terminal monitoring module is used for carrying out interface test monitoring on the test terminal and evaluating a state deviation value of the test terminal in the interface test process;
if the state deviation value PL is larger than a preset deviation threshold value, generating a deviation early warning signal; reminding a manager to overhaul the test terminal, and replacing other test terminals to continue testing;
the terminal monitoring module is further used for integrating the test duration and the state deviation value PL of the test terminal to form a test record and stamping a timestamp on the test record to store the test record to the cloud platform;
the terminal evaluation module is connected with the cloud platform and used for evaluating the test evaluation value of the test terminal according to the test record with the timestamp stored in the cloud platform and feeding back the test evaluation value CG of the test terminal to the control center; for the administrator to review the analysis.
Further, the specific test steps of the interface test module are as follows:
s1: maintaining configuration files, interface document addresses, excel names and other information items;
s2: executing the get-swagger-api py file, and automatically generating two pieces of interface information Excel;
s3: manually maintaining interface parameters in the Excel, and using parameters with specific meanings without making boundary values and special character cases;
s4: manually maintaining an Excel file of a single api, and manually inputting correct and effective parameters of each interface;
s5: executing the rebuild _ Auto Testsuite file, and automatically generating a test case Excel of each interface based on each parameter combination;
s6: and executing the runtest file, automatically executing all test cases, and automatically generating Excel to obtain a test report.
Further, the specific analysis steps of the terminal monitoring module are as follows:
when it is monitored that the test terminal calls an interface automation frame to perform interface test, acquiring state parameters of the test terminal every R2 time interval; calculating according to the state parameters to obtain a state coefficient ZX of the test terminal;
establishing a curve graph of the state coefficient ZX along with the change of time; comparing the state coefficient ZX with a preset state threshold; if ZX is less than or equal to a preset state threshold value, intercepting a corresponding curve segment from a corresponding curve graph, marking the curve segment, and recording as a deviation curve segment;
counting the number of the deviated curve segments as P1, integrating the difference value of the corresponding ZX in the deviated curve segments and a preset state threshold value with time to obtain a deviated reference area M1, and calculating by using a formula PL = P1 × a1+ M1 × a2 to obtain a state deviation value PL of the corresponding test terminal, wherein a1 and a2 are coefficient factors.
Further, the specific calculation method of the state coefficient ZX is as follows:
the state parameters comprise the number of access node connections, CPU load rate, bandwidth load rate and real-time network rate; the number of access node connections, the CPU load rate, the bandwidth load rate and the real-time network rate are marked as Q1, Q2, Q3 and Q4 in sequence;
the state coefficient ZX of the test terminal is calculated using the formula ZX = (Q1 × b1+ Q4 × b 4)/(Q2 × b2+ Q3 × b 3), where b1, b2, b3, b4 are coefficient factors.
Further, the terminal monitoring module is used for transmitting a deviation early warning signal to the control center; and the control center controls the alarm module to give an alarm after receiving the deviation early warning signal.
Further, the specific evaluation steps of the terminal evaluation module are as follows:
acquiring all test records of the test terminal within preset time according to the timestamp;
counting the total test frequency of the test terminal as a test frequency N1; marking the testing time length of each test as NTi, and marking the state deviation value in the corresponding testing process as NLi; calculating by using a formula NPi = NTi × a3+ NLi × a4 to obtain a test deviation value NPi, wherein a3 and a4 are coefficient factors;
comparing the test deviation value NPi with a preset test threshold value; the preset test threshold comprises X2 and X3, and X2 is more than X3; x2 and X3 are both fixed numerical values;
counting the number of times that NPi is more than or equal to X2 to obtain Zb1; counting the frequency ratio of X3 < NPi < X2 as Zb2, and counting the frequency ratio of NPi < X3 as Zb3; and calculating to obtain a test estimated value CG of the test terminal by using a formula CG = mu x N1 x (Zb 3 x 2+ Zb 2)/(Zb 1 x 3), wherein mu is a preset equalization factor.
Compared with the prior art, the invention has the beneficial effects that:
1. the framework building module is used for building an interface automation framework for automatically generating a use case based on combination of Python and swagger interface documents; the interface testing module is used for carrying out interface testing on the interface automation framework constructed by the application framework construction module; the method is combined with the swagger interface document, and all interfaces in the interface document are automatically analyzed to be written into Excel by requesting the interface address of swagger; automatically generating a test case according to effective parameters in the Excel by using a boundary value, special characters, a mandatory item and other metering methods, and recording the test case in the Excel; the test of scene interfaces can be realized, and the value transmission between the interfaces can be realized; the interface testing efficiency is improved, the testing time is saved, a plurality of interface testing scenes are increased, and most of manual tedious work is reduced; a set of complete and quick interface test framework is provided for interface test;
2. the interface test module comprises a plurality of test terminals; the terminal monitoring module is used for carrying out interface test monitoring on the test terminal and evaluating a state deviation value of the test terminal in the interface test process; calculating to obtain a state coefficient ZX of the test terminal according to the state parameters of the test terminal; establishing a curve graph of the state coefficient ZX along with the change of time; calculating to obtain a state deviation value PL of the corresponding test terminal according to the space-time change condition of the state coefficient ZX; if PL is larger than a preset deviation threshold value, generating a deviation early warning signal; the management personnel is reminded to overhaul the test terminal, and other test terminals are replaced to continue testing; thereby improving the interface testing efficiency;
3. the terminal evaluation module is used for evaluating the test evaluation value of the test terminal according to the test record with the timestamp stored in the cloud platform, so that a manager can conveniently and visually know the test condition of the test terminal; therefore, a proper test terminal is selected for interface test, and the interface test efficiency is further improved.
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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, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a system block diagram of an interface automation framework control system based on Python and Excel according to the present invention.
Detailed Description
The technical solutions of the present invention will be described below clearly and completely in conjunction with the embodiments, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in fig. 1, the interface automation framework control system based on Python and Excel includes a framework construction module, an interface test module, a terminal monitoring module, a control center, an alarm module, a cloud platform and a terminal evaluation module;
the framework building module is used for building an interface automation framework for automatically generating a use case based on combination of Python and swagger interface documents; the interface automation framework contains four py files and one xml configuration file;
the Yml configuration file mainly maintains the public information items in one configuration file, so that subsequent maintenance is facilitated; the py file mainly generates Excel and a use case;
the interface testing module is connected with the framework building module and is used for carrying out interface testing on the interface automation framework built by the framework building module; the method comprises the following specific steps:
s1: maintaining configuration files, interface document addresses, excel names and other information items;
s2: executing the get-swagger-api py file, and automatically generating two pieces of interface information Excel;
s3: manually maintaining interface parameters in the Excel, and using parameters with specific meanings without making boundary values and special character cases;
s4: manually maintaining an Excel file of a single api, and manually inputting correct and effective parameters of each interface;
s5: executing the rebuild _ Auto Testsuite file, and automatically generating a test case Excel of each interface based on each parameter combination;
s6: executing the runtest file, automatically executing all test cases, and automatically generating Excel to obtain a test report.
The method is combined with the swagger interface document, and all interfaces in the interface document are automatically analyzed to write Excel by requesting for the interface address of swagger; automatically generating a test case according to effective parameters in Excel by using a boundary value, special characters, required items and other using methods and recording the test case in Excel; the test of scene interfaces can be realized, and the value transmission between the interfaces can be realized;
the invention realizes automatic generation of the use case, automatic execution of the interface test case and automatic generation of the report by only modifying the Excel, provides unified and efficient management, improves the interface test efficiency, saves the test time, increases a plurality of interface test scenes and also reduces most manual tedious work. A set of complete and rapid interface test framework is provided for interface test;
in this embodiment, the interface test module includes a plurality of test terminals; the terminal monitoring module is connected with the interface testing module, and is used for carrying out interface testing monitoring on the testing terminal and evaluating the state deviation value of the testing terminal in the interface testing process, and specifically comprises the following steps:
when it is monitored that the test terminal calls an interface automation framework to perform interface test, acquiring state parameters of the test terminal every R2 time interval, wherein the state parameters comprise the number of access node connections, a CPU load rate, a bandwidth load rate and a real-time network rate;
the number of access node connections, the CPU load rate, the bandwidth load rate and the real-time network rate are marked as Q1, Q2, Q3 and Q4 in sequence; calculating a state coefficient ZX of the test terminal by using a formula ZX = (Q1 × b1+ Q4 × b 4)/(Q2 × b2+ Q3 × b 3), wherein b1, b2, b3 and b4 are coefficient factors;
establishing a curve graph of the state coefficient ZX along with the change of time; comparing the state coefficient ZX with a preset state threshold; if ZX is less than or equal to a preset state threshold value, intercepting and marking a corresponding curve segment in a corresponding curve graph, and marking as a deviation curve segment;
counting the number of the deviated curve segments as P1, integrating the difference value of the corresponding ZX in the deviated curve segments and a preset state threshold value with time to obtain a deviated reference area M1, and calculating by using a formula PL = P1 × a1+ M1 × a2 to obtain a state deviation value PL of the corresponding test terminal, wherein a1 and a2 are coefficient factors;
comparing the state deviation value PL with a preset deviation threshold value; if PL is larger than a preset deviation threshold value, generating a deviation early warning signal; the terminal monitoring module is used for transmitting the deviation early warning signal to the control center;
after receiving the deviation early warning signal, the control center controls the alarm module to give an alarm to remind a manager to overhaul the test terminal and replace other test terminals for continuous testing; thereby improving the interface testing efficiency;
the terminal monitoring module is also used for integrating the test duration and the state deviation value PL of the test terminal to form a test record and stamping a timestamp on the test record to store the test record to the cloud platform;
the terminal evaluation module is connected with the cloud platform and used for evaluating the test evaluation value of the test terminal according to the test record with the timestamp stored in the cloud platform, so that a manager can conveniently and visually know the test condition of the test terminal; the specific evaluation steps of the terminal evaluation module are as follows:
acquiring all test records of the test terminal within preset time according to the timestamp;
counting the total test frequency of the test terminal as a test frequency N1; marking the testing time length of each test as NTi, and marking the state deviation value in the corresponding testing process as NLi; calculating by using a formula NPi = NTi × a3+ NLi × a4 to obtain a test deviation value NPi, wherein a3 and a4 are coefficient factors;
comparing the test deviation value NPi with a preset test threshold value; the preset test threshold comprises X2 and X3, and X2 is more than X3; x2 and X3 are both fixed numerical values;
counting the number of times that NPi is more than or equal to X2 to obtain Zb1; counting the frequency ratio of X3 to NPi to X2 as Zb2, and counting the frequency ratio of NPi to X3 as Zb3; calculating to obtain a test evaluation value CG of the test terminal by using a formula CG = mu x N1 x (Zb 3 x 2+ Zb 2)/(Zb 1 x 3), wherein mu is a preset balance factor;
the terminal evaluation module is used for feeding back the test estimated value CG of the test terminal to the control center, and an administrator can know the test estimated value of each test terminal through the control center, so that an appropriate test terminal is selected for interface test, and the interface test efficiency is further improved.
The above formulas are all calculated by removing dimensions and taking numerical values thereof, the formula is a formula which is obtained by acquiring a large amount of data and performing software simulation to obtain the closest real situation, and the preset parameters and the preset threshold value in the formula are set by the technical personnel in the field according to the actual situation or obtained by simulating a large amount of data.
The working principle of the invention is as follows:
when the interface automation frame control system works, the frame construction module is used for constructing an interface automation frame for automatically generating a use case based on combination of Python and swagger interface documents; the interface testing module is used for carrying out interface testing on the interface automation framework constructed by the application framework construction module; the method is combined with the swagger interface document, and all interfaces in the interface document are automatically analyzed to be written into Excel by requesting the interface address of swagger; automatically generating a test case according to effective parameters in the Excel by using a boundary value, special characters, a mandatory item and other metering methods, and recording the test case in the Excel; the test of scene interfaces can be realized, and the value transmission between the interfaces can be realized; the interface testing efficiency is improved, the testing time is saved, a plurality of interface testing scenes are increased, and most of manual tedious work is reduced; a set of complete and rapid interface test framework is provided for interface test;
the interface test module comprises a plurality of test terminals; the terminal monitoring module is used for carrying out interface test monitoring on the test terminal and evaluating a state deviation value of the test terminal in the interface test process; calculating to obtain a state coefficient ZX of the test terminal according to the state parameters of the test terminal; establishing a curve graph of the state coefficient ZX along with the change of time; calculating a state deviation value PL of the corresponding test terminal according to the time-space change condition of the state coefficient ZX; if PL is larger than a preset deviation threshold value, generating a deviation early warning signal; the management personnel is reminded to overhaul the test terminal, and other test terminals are replaced to continue testing; thereby improving the interface testing efficiency; the terminal evaluation module is used for evaluating the test evaluation value of the test terminal according to the test record with the timestamp stored in the cloud platform, so that a manager can conveniently and visually know the test condition of the test terminal; therefore, a proper test terminal is selected for interface test, and the interface test efficiency is further improved.
In the description herein, references to the description of "one embodiment," "an example," "a specific example" or the like are intended to mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The preferred embodiments of the invention disclosed above are intended to be illustrative only. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise forms disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best utilize the invention. The invention is limited only by the claims and their full scope and equivalents.

Claims (3)

1. The interface automation frame control system based on Python and Excel is characterized by comprising a frame construction module, an interface test module, a terminal monitoring module and a terminal evaluation module;
the framework building module is used for building an interface automation framework for automatically generating a use case based on the combination of Python and swagger interface documents; the interface automation framework comprises four py files and one yml configuration file; wherein the yml profile is used to maintain common information items; the py file is used for generating Excel and use cases;
the interface testing module comprises a plurality of testing terminals and is used for carrying out interface testing on an interface automation framework constructed by the application framework construction module;
the terminal monitoring module is used for carrying out interface test monitoring on the test terminal and evaluating the state deviation value PL of the test terminal in the interface test process; the specific evaluation steps are as follows:
when it is monitored that the test terminal calls an interface automation frame to perform interface test, acquiring state parameters of the test terminal every R2 time interval; the state parameters comprise the number of access node connections, CPU load rate, bandwidth load rate and real-time network rate;
the number of access node connections, the CPU load rate, the bandwidth load rate and the real-time network rate are marked as Q1, Q2, Q3 and Q4 in sequence; calculating a state coefficient ZX of the test terminal by using a formula ZX = (Q1 × b1+ Q4 × b 4)/(Q2 × b2+ Q3 × b 3), wherein b1, b2, b3 and b4 are coefficient factors;
establishing a curve graph of the state coefficient ZX along with the change of time; comparing the state coefficient ZX with a preset state threshold; if ZX is less than or equal to a preset state threshold value, intercepting a corresponding curve segment from a corresponding curve graph, marking the curve segment, and recording as a deviation curve segment;
counting the number of the deviated curve segments as P1, integrating the difference value of the corresponding ZX in the deviated curve segments and a preset state threshold value with time to obtain a deviated reference area M1, and calculating by using a formula PL = P1 × a1+ M1 × a2 to obtain a state deviation value PL of the corresponding test terminal, wherein a1 and a2 are coefficient factors;
if the state deviation value PL is larger than a preset deviation threshold value, generating a deviation early warning signal; reminding a manager to overhaul the test terminal, and replacing other test terminals to continue testing;
the terminal monitoring module is further used for integrating the test duration and the state deviation value PL of the test terminal to form a test record and stamping a timestamp on the test record to store the test record to the cloud platform;
the terminal evaluation module is connected with the cloud platform and used for evaluating the test estimated value CG of the test terminal according to the test record with the timestamp stored in the cloud platform and feeding the test estimated value CG of the test terminal back to the control center; for the administrator to view the analysis;
the specific evaluation steps of the terminal evaluation module are as follows:
acquiring all test records of the test terminal within preset time according to the timestamp;
counting the total test frequency of the test terminal as a test frequency N1; marking the testing time length of each test as NTi, and marking the state deviation value in the corresponding testing process as NLi; calculating by using a formula NPi = NTi × a3+ NLi × a4 to obtain a test deviation value NPi, wherein a3 and a4 are coefficient factors;
comparing the test deviation value NPi with a preset test threshold value; the preset test threshold comprises X2 and X3, and X2 is more than X3; x2 and X3 are both fixed numerical values;
counting the number of times that NPi is more than or equal to X2 to obtain Zb1; counting the frequency ratio of X3 < NPi < X2 as Zb2, and counting the frequency ratio of NPi < X3 as Zb3; and calculating to obtain a test estimated value CG of the test terminal by using a formula CG = mu x N1 x (Zb 3 x 2+ Zb 2)/(Zb 1 x 3), wherein mu is a preset equalization factor.
2. The Python and Excel based interface automation framework control system of claim 1, wherein the specific test steps of the interface test module are:
s1: maintaining a configuration file, and maintaining an interface document address and an Excel name information item;
s2: executing the get-swagger-api py file, and automatically generating two pieces of interface information Excel;
s3: manually maintaining interface parameters in the Excel, and using parameters with specific meanings without making boundary values and special character cases;
s4: manually maintaining an Excel file of a single api, and manually inputting correct and effective parameters of each interface;
s5: executing the rebuild _ Auto Testsuite file, and automatically generating a test case Excel of each interface based on each parameter combination;
s6: and executing the runtest file, automatically executing all test cases, and automatically generating Excel to obtain a test report.
3. The Python and Excel based interface automation frame control system of claim 1, wherein the terminal monitoring module is configured to transmit a departure warning signal to a control center; and the control center controls the alarm module to give an alarm after receiving the deviation early warning signal.
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