CN112363929B - System online method and device, computer equipment and storage medium - Google Patents

System online method and device, computer equipment and storage medium Download PDF

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CN112363929B
CN112363929B CN202011248428.XA CN202011248428A CN112363929B CN 112363929 B CN112363929 B CN 112363929B CN 202011248428 A CN202011248428 A CN 202011248428A CN 112363929 B CN112363929 B CN 112363929B
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CN112363929A (en
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赵益佩
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Ping An Life Insurance Company of China Ltd
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Abstract

The invention relates to the field of data processing, and discloses a system online method, a device, computer equipment and a storage medium, wherein the method comprises the following steps: the method comprises the steps of determining a first system identification code through obtaining an initial system online request which is associated with a project number and contains an initial version and an initial code file set, obtaining a project demand document matched with the first system identification code from a demand service platform, creating a version milestone document, marking the first system identification code as the first milestone version, identifying project interfaces through an interface identification model, detecting whether all the project interfaces are matched with the initial interfaces, generating each interface test code, generating an interface application request, executing all the interface test codes after receiving all authorization instructions, outputting an interface test report and an installation source code document to generate a first system, and issuing online. The invention realizes automatic completion of interface test, and improves timeliness, accuracy and stability of system on-line.

Description

System online method and device, computer equipment and storage medium
Technical Field
The present invention relates to the field of data processing of big data, and in particular, to a system online method, apparatus, computer device, and storage medium.
Background
With the continuous development of internet service, various systems corresponding to the internet service are continuously innovated, and the connection between interfaces in each system is more and more complex, the on-line release and change of each system can involve opening each interface in the system to meet the on-line requirement of the system, in the prior art scheme, most systems need to manually propose various interface applications before on-line, artificial missed or false lifting often exists in the application process, the communication with all interfaces cannot be performed when the system is on-line, the on-line system cannot be caused, the on-line accuracy and stability of the system are finally low, and even the risk of system delay exists.
Disclosure of Invention
The invention provides a system online method, a device, computer equipment and a storage medium, which realize automatic detection of whether all initial interfaces are opened to generate a first system and release the online, ensure the correctness and the accuracy of interface application, automatically complete interface test, improve the system online efficiency and improve the timeliness, the accuracy and the stability of the system online.
A system on-line method, comprising:
Receiving an initial system online request associated with a project number, and acquiring an initial version and an initial code file set in the initial system online request; the initial code file set comprises a source code document and an interface document;
determining a first system identification code corresponding to the initial version according to the project number and the initial version, acquiring a project demand document matched with the first system identification code from a demand service platform, simultaneously creating a version milestone document corresponding to the project number on the demand service platform, and determining the first system identification code as a first milestone version in the version milestone document;
identifying project interfaces in the project requirement document through an interface identification model, and detecting whether all the identified project interfaces can be matched with initial interfaces in the interface document;
when all the project interfaces are detected to be matched with the initial interfaces in the interface documents, generating interface test codes corresponding to the initial interfaces according to the environment configuration documents in the source code documents; generating at least one interface application request associated with the first milestone version according to all the initial interfaces;
After receiving interface authorization instructions for all the interface application requests feedback associated with the first milestone version, executing all the interface test codes, and detecting whether all the initial interfaces are opened to finish;
if all the initial interfaces are detected to be opened, after an interface test report is output and the source code document is installed, a first system corresponding to the source code document is generated, an online notification of the first system is issued, and the interface test report, the initial code file set and the first milestone version are all associated and stored in the demand service platform.
A system on-line device, comprising:
the receiving module is used for receiving an initial system online request associated with the project number and acquiring an initial version and an initial code file set in the initial system online request; the initial code file set comprises a source code document and an interface document;
the determining module is used for determining a first system identification code corresponding to the initial version according to the project number and the initial version, acquiring a project demand document matched with the first system identification code from a demand service platform, simultaneously creating a version milestone document corresponding to the project number on the demand service platform, and determining the first system identification code as a first milestone version in the version milestone document;
The identification module is used for identifying the project interfaces in the project requirement document through an interface identification model and detecting whether all the identified project interfaces can be matched with the initial interfaces in the interface document;
the generation module is used for generating interface test codes corresponding to all the initial interfaces according to the environment configuration document in the source code document when detecting that all the project interfaces can be matched with the initial interfaces in the interface document; generating at least one interface application request associated with the first milestone version according to all the initial interfaces;
the detection module is used for executing all the interface test codes after receiving the interface authorization instructions for all the interface application requests feedback associated with the first milestone version, and detecting whether all the initial interfaces are opened;
and the installation module is used for generating a first system corresponding to the source code document after outputting an interface test report and installing the source code document if detecting that all the initial interfaces are opened, issuing an online notification of the first system, and simultaneously storing the interface test report, the initial code file set and the first milestone version in the required service platform in an associated mode.
A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, the processor implementing the steps of the system on-line method described above when the computer program is executed.
A computer readable storage medium storing a computer program which, when executed by a processor, performs the steps of the system online method described above.
The invention provides a system online method, a device, a computer device and a storage medium, which are characterized in that a first system identification code is determined by acquiring an initial system online request which is associated with a project number and contains an initial version and an initial code file set, a project demand document which is matched with the first system identification code is acquired from a demand service platform, a version milestone document is created at the same time, the first system identification code is marked as a first milestone version in the version milestone document, project interfaces in the project demand document are identified through an interface identification model, whether all project interfaces are matched with the initial interfaces in the interface document or not is detected, if so, each interface test code is generated, at least one interface application request is generated, after all authorization instructions are received, all interface test codes are executed, detecting whether all the initial interfaces are opened, if so, outputting an interface test report and an installation source code document to generate a first system and issuing an online, simultaneously, storing the interface test report, the initial code file set and the first milestone version in the demand service platform in an associated mode so as to facilitate subsequent reading or consulting, thereby realizing the purposes of acquiring a project demand document from the demand service platform, identifying the project interface in the project demand document through an interface identification model, automatically checking with the initial interface in the interface document, automatically generating an interface test code and an interface application request, automatically detecting whether all the initial interfaces are opened to generate the first system and issuing the online, ensuring the correctness and the accuracy of the interface application, automatically completing the interface test, improving the online efficiency of the system, the timeliness, accuracy and stability of the system on line are improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the description of the embodiments of the present invention will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of an application environment of a system on-line method according to an embodiment of the invention;
FIG. 2 is a flow chart of a system on-line method according to an embodiment of the invention;
FIG. 3 is a flowchart of step S30 of a system on-line method according to an embodiment of the present invention;
FIG. 4 is a flowchart of step S100 of the system on-line method according to an embodiment of the present invention;
FIG. 5 is a schematic block diagram of a system on-line device in an embodiment of the invention;
FIG. 6 is a schematic block diagram of an identification module of a system on-line device in an embodiment of the invention;
FIG. 7 is a schematic diagram of a computer device in accordance with an embodiment of the invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The system online method provided by the invention can be applied to an application environment as shown in fig. 1, wherein a client (computer equipment) communicates with a server through a network. Among them, clients (computer devices) include, but are not limited to, personal computers, notebook computers, smartphones, tablet computers, cameras, and portable wearable devices. The server may be implemented as a stand-alone server or as a server cluster composed of a plurality of servers.
In one embodiment, as shown in fig. 2, a system online method is provided, and the technical scheme mainly includes the following steps S10-S60:
s10, receiving an initial system online request associated with a project number, and acquiring an initial version and an initial code file set in the initial system online request; the initial set of code files includes a source code document and an interface document.
It is understood that the item number refers to a number given to an item, one item corresponds to one item number, the initial system on-line request is a request triggered by the need of an on-line of an initial (first) system associated with the item number, the initial system on-line request includes the initial version and the initial code file set, the initial version is an initial version of the item number, the initial code file set is a set of all related files associated with the initial version, the initial code file set includes the source code file and the interface file, the source code file is a related file associated with the initial version and capable of generating a source code of a system after installation, the interface file is a list file in which all initial interfaces are recorded, and the initial interface is an interface associated with the source code file and is involved in all the source code files.
In an embodiment, before an initial system online request associated with a project number is received and an initial version and an initial code file set in the initial system online request are acquired, all interfaces in the source code document are extracted through an interface extraction model, the identified interfaces are marked as the initial interfaces, all the initial interfaces are written into the interface document, the interface extraction model is a neural network model for training, identifying and extracting interface knowledge patterns constructed according to all interfaces related to all the current projects, the interface knowledge patterns are knowledge patterns for marking interface association relations of all the current projects, and the interface extraction model can identify all the interfaces in the source code document according to the association relations among all the interfaces of the interface knowledge patterns, so that all the interfaces in the source code document can be accurately extracted, the accuracy of extracting the interfaces of the source code document is ensured, and the accuracy of extraction is improved.
S20, determining a first system identification code corresponding to the initial version according to the project number and the initial version, acquiring a project demand document matched with the first system identification code from a demand service platform, simultaneously creating a version milestone document corresponding to the project number on the demand service platform, and determining the first system identification code as a first milestone version in the version milestone document.
It may be appreciated that the project number and the initial version are combined according to an identifier code rule, so as to obtain the first system identifier code corresponding to the initial version, where the identifier code rule may be set according to requirements, for example, the identifier code rule may be a rule that the project number and the initial version are combined by underlining.
The demand service platform stores all project demand documents, the project demand documents are associated with one demand number, the demand number comprises the project number and the initial version by acquiring the project demand document associated with the demand number matched with the first system identification code from the demand service platform, the demand service platform also stores a version milestone document corresponding to each project number, the version milestone document is a document for recording all marked milestone versions corresponding to the project number, the first system identification code is determined as a first milestone version in the version milestone documents, and the first milestone version is a first milestone version in sequence in the version milestone document.
S30, identifying the project interfaces in the project requirement document through an interface identification model, and detecting whether all the identified project interfaces can be matched with the initial interfaces in the interface document.
The interface recognition model is a neural network model trained and completed through long texts containing interfaces of different projects, the interface recognition model is used for recognizing input long text content, recognizing interfaces contained in the input long text content, the interface recognition model is preferably a BiLSTM-based model, the interfaces are interface names named according to preset interface rules, the project interfaces are interfaces related to project numbers, the project demand documents of the input long text are segmented through the interface recognition model, the segmented words are extracted through interface feature extraction, the extracted interface feature is used for recognizing the project interfaces in the project demand documents finally, the interface feature is the feature meeting the project interface rule, each recognized project interface is matched with all the initial interfaces in the interface documents, and whether each project interface can be matched with the initial interface in the interface documents is judged, so that whether the interfaces are covered or not is automatically checked is achieved.
In one embodiment, as shown in fig. 3, in the step S30, the identifying, by the interface identification model, the project interface in the project requirement document includes:
s301, segmenting the text in the project requirement document into a plurality of unit words through the interface recognition model.
The word segmentation is to split the text in the project requirement document into individual unit words through the interface recognition model, wherein the unit words refer to words or words which are formed independently and comprise Chinese words or words.
S302, converting Word vectors of all the unit words through a Word2Vec algorithm in the interface recognition model to obtain unit Word vectors corresponding to the unit words.
Understandably, the Word vector is converted into a conversion process of mapping each unit Word into an N-dimensional Word vector by using the Word2Vec algorithm, and the Word2Vec algorithm predicts the unit Word vector corresponding to the unit Word by using a shallow Word2Vec model.
S303, extracting interface characteristics of all unit word vectors through the interface recognition model, and recognizing all project interfaces in the project requirement document according to the interface characteristics.
Understandably, the unit word vector is convolved through the interface recognition model, the interface feature is extracted, and the unit word vector is recognized according to the extracted interface feature, so that all the project interfaces in the project requirement document are recognized.
The invention realizes word segmentation of the text in the project demand document through the interface recognition model, and splits the text into a plurality of unit words; performing Word vector conversion on all the unit words through a Word2Vec algorithm in the interface recognition model to obtain unit Word vectors corresponding to the unit words; and extracting interface characteristics of all unit word vectors through the interface recognition model, and recognizing all item interfaces in the item demand document according to the interface characteristics, so that the interface characteristic extraction of texts in the item demand document through the interface recognition model is realized, the item interfaces in the item demand document can be automatically recognized according to the extracted interface characteristics, manual recognition is not needed, the conditions of manual omission and recognition errors are avoided, and the recognition accuracy is improved.
In one embodiment, in the step S30, whether all the item interfaces identified by the detecting can be matched with the initial interfaces in the interface document includes:
S304, calculating a similarity value between the item interface and each initial interface through a text similarity algorithm.
Understandably, the text similarity algorithm is to perform vector conversion on the project interface and the initial interface of two short texts, that is, perform vector conversion on the initial interface and the project interface in chinese format or english format, and calculate the similarity value by using a cosine similarity (cosine similarity) algorithm on the two vectors obtained after conversion.
S305, obtaining the maximum similarity value in all the similarity values, and judging whether the obtained maximum similarity value is larger than a preset threshold value.
Understandably, a maximum similarity value is obtained from the similarity values between the item interface and each initial interface, and whether the maximum similarity value is greater than the preset threshold is determined, where the preset threshold is a set probability value and can be set according to requirements.
S306, if the obtained maximum similarity value is greater than or equal to a preset threshold value, determining that the item interface is matched with the initial interface.
It is appreciated that if the maximum similarity value is greater than or equal to the preset threshold, it is determined that the item interface matches the initial interface.
S307, if the obtained maximum similarity value is smaller than the preset threshold value, determining that the item interface is not matched with the initial interface.
It is appreciated that if the maximum similarity value is less than the preset threshold, it is determined that the item interface does not match the initial interface.
According to the method, the similarity value between one item interface and each initial interface is calculated through a text similarity algorithm; obtaining the maximum similarity value in all the similarity values, and judging whether the obtained maximum similarity value is larger than a preset threshold value or not; if the obtained maximum similarity value is greater than or equal to a preset threshold value, determining that the project interface is matched with the initial interface; if the obtained maximum similarity value is smaller than the preset threshold value, the fact that the project interface is not matched with the initial interface is determined, so that whether the project interface is matched with the initial interface or not is judged through a text similarity algorithm, the project interface in a Chinese format or an English format can be scientifically matched with the initial interface, manual identification matching is avoided, errors of manual matching are avoided, accuracy and correctness of matching are improved, and a scientific matching mode is achieved.
In one embodiment, after the step S30, that is, after the step of detecting whether all the item interfaces identified by the step S are able to match the initial interface in the interface document, the method further includes:
s308, when detecting that the project interfaces are not matched with the initial interfaces in the interface document, inputting all the project interfaces which are not matched with the initial interfaces into an interface correction model, correcting all the input project interfaces through the interface correction model, and outputting correction results; the correction result comprises correction interfaces which are in one-to-one correspondence with the input item interfaces.
Understandably, when the fact that the project interfaces are not matched with the initial interfaces is detected, the input unmatched project interfaces are corrected through the interface correction model, the correction result is obtained, the interface correction model is a model for correcting the input project interfaces according to interface knowledge patterns constructed by all interfaces related to all current projects, the unmatched project interfaces can be automatically corrected, and interfaces other than the interface knowledge patterns are avoided.
The interface knowledge graph comprises attributes such as names and short names of interfaces, and the corrected interfaces are interfaces which conform to the attributes in the interface knowledge graph after correction.
S309, updating the project requirement document matched with the first system identification code in the requirement service platform according to all the correction results.
It is understandable that the project requirement document is updated according to all the correction interfaces corresponding to the input project interfaces one by one, namely, the correction interfaces replace the project interfaces corresponding to the project requirement document in the project requirement document.
S310, identifying updated project interfaces in the updated project requirement document through the interface identification model, and detecting whether all the identified updated project interfaces can be matched with the initial interfaces in the interface document.
Understandably, the input updated project requirement document is segmented through the interface recognition model, the segmented words are subjected to interface feature extraction, the extracted interface features are recognized, the project interfaces in the updated project requirement document are finally recognized and are determined to be the updated project interfaces, the interface features are features meeting the project interface rules, each recognized updated project interface is matched with all the initial interfaces in the interface document, and whether each updated project interface can be matched with the initial interfaces in the interface document is judged, so that whether the automatic inspection interfaces are all covered is realized.
S311, when detecting that all the updated project interfaces can be matched with the initial interfaces in the interface document, generating updated interface test codes corresponding to the initial interfaces according to the environment configuration document in the source code document; and generating at least one update interface application request associated with the first milestone version according to all the initial interfaces.
Understandably, if it is detected that each of the update item interfaces can be matched with the initial interface, generating the update interface test code according to the environment configuration document, that is, acquiring an interface test template corresponding to the configuration attribute in the environment configuration document from an interface test platform, and generating the update interface test code corresponding to each of the initial interfaces one by inserting each of the initial interfaces into the acquired alternative positions in the interface test template, and simultaneously generating the update interface application request according to all of the initial interfaces, that is, classifying all of the initial interfaces according to the interface rule, and merging the initial interfaces of the same type (that is, the same approver) to generate the update interface application request associated with the first milestone version.
The source code document comprises the environment configuration document, the interface test platform stores server platforms of interface test templates corresponding to different configuration attributes one by one, and the interface test templates are codes written for unified templates.
And S312, after receiving interface update authorization instructions for all the update interface application requests which are associated with the first milestone version, executing all the update interface test codes, and detecting whether all the initial interfaces are opened.
After receiving all the interface update authorization instructions, the interface update authorization instructions are triggered after the update interface application request is authorized, executing each of the update interface test codes, and receiving test results returned by executing each of the update interface test codes, where the test results include an open and an unopened state, that is, if one returned test result corresponding to the update interface test code is open, it is indicated that an initial interface corresponding to the executed update interface test code is already open, and if one returned test result corresponding to the update interface test code is unopened, it is indicated that the initial interface corresponding to the executed update interface test code is not successfully open, so that it is determined whether each initial interface is already open according to all returned test results.
S313, if it is detected that all the initial interfaces are opened, after an update interface test report is output and the source code document is installed, generating a second system corresponding to the source code document, and issuing an online notification of the second system, and simultaneously storing the update interface test report, the initial code file set and the first milestone version in association with the required service platform.
It is understandable that after detecting that all the initial interfaces have been opened, an update interface test report is output and the source code document is installed, the second system corresponding to the source code document is generated, the update interface test report records all the interface test codes and test results corresponding to the first milestone version, so as to provide an on-line basis of the second system, issue an on-line notification of the second system, and simultaneously correlate the update interface test report, the initial code file set and the first milestone version with each other and store the update interface test report, the initial code file set and the first milestone version to the demand service platform, so that the update interface test report is conveniently acquired or consulted from the demand service platform, and can also be stored in a blockchain to ensure the security and confidentiality of data.
When the fact that the project interfaces are not matched with the initial interfaces in the interface document is detected, all the project interfaces which are not matched with the initial interfaces are input into an interface correction model, all the input project interfaces are corrected through the interface correction model, and a correction result is output; updating the project requirement document matched with the first system identification code in the requirement service platform according to all the correction results; identifying updated project interfaces in the updated project demand document through the interface identification model, and detecting whether all the identified updated project interfaces can be matched with initial interfaces in the interface document; generating an interface test code corresponding to each initial interface when all the updated item interfaces are detected to be matched with the initial interfaces in the interface document; generating an update interface application request according to all the initial interfaces; after receiving an interface updating authorization instruction, executing all the updating interface test codes, and detecting whether all the initial interfaces are opened; if all the initial interfaces are detected to be opened, after an update interface test report is output and the source code document is installed, a second system is generated, and an online notification of the second system is issued, and meanwhile, the update interface test report, the initial code file set and the first milestone version are all associated and stored in the demand service platform, so that the unmatched project interfaces are automatically corrected through an interface correction model under the condition that unmatched project interfaces are detected to be unmatched with the initial interfaces, the interfaces except the interface knowledge map are prevented from being appeared, project demand documents are automatically updated to generate a first system and issue online, the correctness of the project demand documents is ensured, the online efficiency of the system is improved, and the online timeliness, accuracy and stability of the system are improved.
S40, when detecting that all the project interfaces can be matched with the initial interfaces in the interface documents, generating interface test codes corresponding to the initial interfaces according to the environment configuration documents in the source code documents; and generating at least one interface application request associated with the first milestone version according to all the initial interfaces.
Understandably, if it is detected that each project interface can be matched with the initial interface, generating the interface test code according to the environment configuration document, that is, acquiring an interface test template corresponding to the configuration attribute in the environment configuration document from an interface test platform, and by respectively inserting each initial interface into the acquired alternative position in the interface test template, generating the interface test code corresponding to each initial interface one by one, and simultaneously generating the interface application request according to all the initial interfaces, that is, classifying all the initial interfaces according to the interface rule, and merging the initial interfaces of the same type (i.e., the same approver) to generate one interface application request associated with the first milestone version.
The source code document comprises the environment configuration document, the interface test platform stores server platforms of interface test templates corresponding to different configuration attributes one by one, and the interface test templates are codes written for unified templates.
And S50, after receiving interface authorization instructions for all the interface application requests feedback associated with the first milestone version, executing all the interface test codes, and detecting whether all the initial interfaces are opened to be finished.
After receiving all the interface authorization instructions, the interface authorization instructions are triggered after the interface application requests are authorized, executing each interface test code, and receiving test results returned by executing each interface test code, wherein the test results comprise open and non-open, namely if one returned test result corresponding to the interface test code is open, the initial interface corresponding to the executed interface test code is already open, and if one returned test result corresponding to the interface test code is non-open, the initial interface corresponding to the executed interface test code is not successfully open, so that whether each initial interface is open is judged according to all the returned test results.
And S60, if all the initial interfaces are detected to be opened, after an interface test report is output and the source code document is installed, generating a first system corresponding to the source code document, issuing an online notification of the first system, and simultaneously storing the interface test report, the initial code file set and the first milestone version in the required service platform in an associated mode.
It is understandable that after detecting that all the initial interfaces have been opened, outputting an interface test report and installing the source code document, generating the first system corresponding to the source code document, where the interface test report records all the interface test codes and test results corresponding to the first milestone version, so as to provide an online basis of the first system, issue an online notification of the first system, and correlate the interface test report, the initial code file set and the first milestone version with each other, and store the interface test report, the initial code file set and the first milestone version to the demand service platform, so as to facilitate subsequent acquisition or reference from the demand service platform, and also store the interface test report in a blockchain so as to ensure the security and confidentiality of data.
The method and the device realize that the initial version and the initial code file set in the initial system online request are acquired by receiving the initial system online request associated with the project number; the initial code file set comprises a source code document and an interface document; determining a first system identification code corresponding to the initial version according to the project number and the initial version, acquiring a project demand document matched with the first system identification code from a demand service platform, simultaneously creating a version milestone document corresponding to the project number on the demand service platform, and determining the first system identification code as a first milestone version in the version milestone document; identifying project interfaces in the project requirement document through an interface identification model, and detecting whether all the identified project interfaces can be matched with initial interfaces in the interface document; when all the project interfaces are detected to be matched with the initial interfaces in the interface documents, generating interface test codes corresponding to the initial interfaces according to the environment configuration documents in the source code documents; generating at least one interface application request associated with the first milestone version according to all the initial interfaces; after receiving interface authorization instructions for all the interface application requests feedback associated with the first milestone version, executing all the interface test codes, and detecting whether all the initial interfaces are opened to finish; if all the initial interfaces are detected to be opened, after an interface test report is output and the source code document is installed, a first system corresponding to the source code document is generated, an online notification of the first system is issued, and the interface test report, the initial code file set and the first milestone version are all associated and stored in the demand service platform.
In this way, the invention realizes that the first system identification code is determined by acquiring the initial system online request which is associated with the project number and contains the initial version and the initial code file set, and the project demand document matched with the first system identification code is acquired from the demand service platform, and the version milestone document is created at the same time, the first system identification code is marked as the first milestone version in the version milestone document, the project interface in the project demand document is identified through the interface identification model, and whether all project interfaces are matched with the initial interface in the interface document is detected, if so, each interface test code is generated, at least one interface application request is generated at the same time, after all authorization instructions are received, all the interface test codes are executed, whether all the initial interfaces are opened is detected, if so, the interface test report and the source code document are output, and the first system is generated, and the online is released, and the interface test report, the initial code file set and the first milestone version are all associated with the demand service platform, so that the subsequent reading or the automatic reading is facilitated, therefore, the project test codes are generated, and the interface test code is automatically detected from the project test codes are simultaneously, and the interface application request is generated through the interface test code is automatically, and the system is accurately tested, and the system is automatically completed, and the system is automatically required to be opened, and the interface test is automatically required to be automatically completed by the interface test is automatically and the interface test is accurately and opened, and the interface test is automatically required to be automatically completed, and is automatically completed by the interface test and is automatically required by the system Accuracy and stability.
In one embodiment, after the step S60, that is, after the system corresponding to the source code document is generated and the online notification is issued, the interface test report, the initial code file set, and the first system identifier are all stored in association with the demand service platform, the method includes:
s70, receiving a change system online request associated with a project number, and acquiring a change version and a change code file set in the change system online request; the set of change code files includes a change code document and a change interface document.
It can be appreciated that when a change is required to the first system, the change system online request is triggered, where the change system online request includes the change version and the change code file set, where the change version is a version to be upgraded, the change code file set is a set of all relevant files associated with the change version, the change code file set includes the change code document and the change interface document, the change code document is a relevant document associated with the change version and capable of generating a source code of the system after installation, and the change interface document is a manifest document of an interface and a history interface associated with the change version and added in the change version.
S80, determining a second system identification code corresponding to the changed version according to the project number and the changed version, acquiring a project change requirement document matched with the second system identification code from the requirement service platform, inserting the second system identification code after the first milestone version in the version milestone document corresponding to the project number, and determining the second system identification code as a second milestone version.
Understandably, the second system identification code is inserted after the first milestone version, the second system identification code is determined as a second milestone version, the second milestone version is indicated as a next milestone version of the first milestone version.
S90, identifying project change interfaces in the project change demand document through the interface identification model, and detecting whether all the identified project change interfaces can be matched with the change interfaces in the change interface document.
The interface recognition model recognizes the input long text content, recognizes interfaces contained in the input long text content, the interfaces are interface names named according to the interface rules, the item interfaces are interfaces related to the item numbers, the interface recognition model is used for segmenting the item change requirement document of the input long text, extracting interface characteristics of words after segmentation, recognizing the extracted interface characteristics, finally recognizing the item interfaces in the item change requirement document, determining the recognized item interfaces as item change interfaces, wherein the interface characteristics are characteristics meeting the item interface rules, and judging whether each item change interface can be matched with all the change interfaces in the change interface document or not so as to realize automatic inspection of whether the item change interfaces are all covered or not. S100, when detecting that all the project change interfaces can be matched with the change interfaces in the change interface document, acquiring the initial code file set associated with the first milestone version from the demand service platform, and comparing and checking the change code document through a code interface check model to obtain a check result.
The code interface verification model can be used for comparing the difference document between the changed code document and the source code document in the initial code document set, identifying the code interface by the code interface verification model, identifying the code interface, and then verifying the code interface with the changed interface document, wherein the code interface verification model can be used for automatically verifying whether the code interface is in the changed interface document or not, judging whether the code interface can be matched in the changed interface document or not, and if the code interfaces can be matched in the changed interface document, determining that the verification result is successful, and the verification result comprises successful verification and verification failure.
In one embodiment, as shown in fig. 4, in step S100, that is, comparing and checking the changed code document through a code interface checking model, a checking result is obtained, which includes:
s1001, comparing the changed code document with the source code document in the initial code file set through an AptDiff tool in the code interface verification model to generate a difference document.
Understandably, the AptDiff tool compares code texts, supports the comparison operation of code files with large capacity, and can output the result of the HTML format, wherein the difference document is the document of the HTML format, and the difference document comprises code contents of all differences.
S1002, identifying code interfaces in the difference document by carrying out code interface identification on the difference document through a code interface model.
The code interface model is a neural network model trained and completed through texts containing interfaces of different projects, the code interface model is used for identifying input text contents and identifying interfaces contained in the input text contents, the code interface model is preferably a BERT-based model, the code interface is an interface name corresponding to the project interface and used in codes, the code interface model is used for segmenting words of the differential document of the input text, extracting interface features of the segmented words, identifying the extracted code interface features, and finally identifying the code interface in the differential document, wherein the code interface features are features meeting rules of the project interface in the codes.
S1003, checking the code interface according to the change interface document, and generating a checking result.
Understandably, the change interface in the change interface document and the item interface corresponding to the code interface are checked to obtain the check result, and the check result indicates whether the code interface is in the range of the change interface document or not, and whether the condition that the range of the change interface document is exceeded exists or not.
The invention realizes that the change code document is compared with the source code document in the initial code file set through the AptDiff tool in the code interface verification model to generate a difference document; code interface identification is carried out on the difference document through a code interface model, and a code interface in the difference document is identified; and according to the changed interface document, checking the code interface to generate a checking result, so that the code interface is automatically identified by comparing the difference document in the HTML format suitable for the identification of the code interface model through the AptDiff tool, the code interface is automatically checked, and the checking result is output, so that the different interface can be accurately identified, the identification accuracy is improved, and manual identification is not needed.
S110, comparing the changed interface document with the interface document in the obtained initial code file set to obtain at least one difference interface when the check result is detected to be successful.
The difference interface is understandably an interface that compares differences between the change interface document and the interface document.
S120, generating a difference interface test code corresponding to each difference interface according to the environment configuration change document in the change code document; and generating at least one interface adding application request associated with the second milestone version according to all the difference interfaces.
And generating the differential interface test codes according to the environment configuration change document, namely acquiring an interface test template corresponding to the configuration attribute in the environment configuration change document from an interface test platform, respectively inserting each differential interface into the acquired alternative position in the interface test template, generating the differential interface test codes corresponding to each differential interface one by one, and simultaneously generating the interface addition application request according to all the differential interfaces, namely classifying all the differential interfaces according to the interface rule, and merging the differential interfaces of the same type (namely the same approver) to generate the interface addition application request associated with the second milestone version, thereby ensuring the correctness and the accuracy of the changed interface application, reducing the approval operation of the same approver and improving the approval efficiency.
The change code document comprises the environment configuration change document, the interface test platform stores server platforms of interface test templates corresponding to different configuration attributes one by one, and the interface test templates are codes written for unified templates.
And S130, after receiving interface addition authorization instructions for all interface addition application request feedback associated with the second milestone version, executing all the difference interface test codes, and detecting whether all the difference interfaces are opened to finish.
After receiving all the interface adding authorization instructions, the interface adding authorization instructions are instructions triggered after the interface adding application request is authorized, executing each of the differential interface test codes, and receiving test results returned by executing each of the differential interface test codes, wherein the test results comprise open and non-open, namely if one returned test result corresponding to the differential interface test code is open, the differential interface corresponding to the executed differential interface test code is indicated to be open, and if one returned test result corresponding to the differential interface test code is non-open, the differential interface corresponding to the executed differential interface test code is indicated to be not open successfully, so that whether each differential interface is open is judged according to all returned test results.
And S140, if detecting that all the difference interfaces are opened, after outputting a difference interface test report and installing the change code document, generating a third system corresponding to the change code document, issuing an online notification of the third system, and storing the difference interface test report, the change code file set and the second milestone version in the demand service platform in an associated mode.
After all the difference interfaces are detected to be opened, a difference interface test report is output and the change code document is installed, the third system corresponding to the change code document is generated, the difference interface test report records all the difference interface test codes and test results corresponding to the second milestone version, so that the basis of online of the third system is provided, the online notification of the third system is issued, meanwhile, the difference interface test report, the change code file set and the second milestone version are associated with each other and stored in the demand service platform, the follow-up acquisition or the review from the demand service platform is facilitated, and the difference interface test report can also be stored in a block chain to ensure the safety and confidentiality of data.
The invention realizes the online request of the change system which is associated with the project number and contains a change version and a change code file set; determining a second system identification code; acquiring a project change demand document matched with the second system identification code from the demand service platform, inserting the second system identification code after the first milestone version, and determining the second system identification code as a second milestone version; identifying a project change interface in the project change demand document through the interface identification model, and detecting whether all the identified project change interfaces can be matched with the change interface in the change interface document; acquiring the initial code file set associated with the first milestone version from the demand service platform, and comparing and checking the changed code file through a code interface checking model to obtain a checking result; when the verification result is detected to be successful, comparing the changed interface document with the interface document in the obtained initial code file set to obtain at least one difference interface; generating a difference interface test code corresponding to each difference interface; generating an interface adding application request according to all the difference interfaces; after receiving an interface adding authorization instruction, executing all the difference interface test codes, and detecting whether all the difference interfaces are opened; if all the difference interfaces are detected to be opened, after a difference interface test report is output and the change code document is installed, a third system is generated, and the online is issued, and the difference interface test report, the change code file set and the second milestone version are all associated and stored in the demand service platform, so that the comparison of the change code document and the verification through a code interface verification model is realized, the difference interfaces are accurately identified, and the interface test is automatically carried out only on the difference interfaces, thereby shortening the efficiency of interface application, improving the online efficiency of the system, and improving the timeliness, accuracy and stability of the online system.
In an embodiment, a system on-line device is provided, where the system on-line device corresponds to the system on-line method in the above embodiment one by one. As shown in fig. 5, the system online device includes a receiving module 11, a determining module 12, an identifying module 13, a generating module 14, a detecting module 15, and an installing module 16. The functional modules are described in detail as follows:
the receiving module 11 is configured to receive an initial system online request associated with a project number, and acquire an initial version and an initial code file set in the initial system online request; the initial code file set comprises a source code document and an interface document;
a determining module 12, configured to determine a first system identifier corresponding to the initial version according to the project number and the initial version, obtain a project requirement document matched with the first system identifier from a requirement service platform, and simultaneously create a version milestone document corresponding to the project number on the requirement service platform, and determine the first system identifier as a first milestone version in the version milestone document;
the identifying module 13 is used for identifying the project interfaces in the project requirement document through an interface identifying model and detecting whether all the identified project interfaces can be matched with the initial interfaces in the interface document;
A generating module 14, configured to generate, when it is detected that all the project interfaces can be matched with initial interfaces in the interface documents, interface test codes corresponding to the initial interfaces according to an environment configuration document in the source code document; generating at least one interface application request associated with the first milestone version according to all the initial interfaces;
a detection module 15, configured to execute all the interface test codes after receiving interface authorization instructions for all the interface application requests that are associated with the first milestone version, and detect whether all the initial interfaces are opened and completed;
and the installation module 16 is configured to generate a first system corresponding to the source code document after outputting an interface test report and installing the source code document if it is detected that all the initial interfaces are opened, and issue an online notification of the first system, and store the interface test report, the initial code file set, and the first milestone version in association with the required service platform.
In one embodiment, as shown in fig. 6, the identification module 13 includes:
The splitting module 31 is configured to split a text in the project requirement document into a plurality of unit words through the interface recognition model;
the conversion sub-module 32 is configured to perform Word vector conversion on all the unit words through a Word2Vec algorithm in the interface recognition model, so as to obtain unit Word vectors corresponding to each unit Word;
and the extracting sub-module 33 is configured to extract interface features of all the unit word vectors through the interface recognition model, and recognize all the project interfaces in the project requirement document according to the interface features.
The specific limitation of the system on-line device can be referred to as limitation of the system on-line method, and is not repeated herein. The modules in the system online device can be realized in whole or in part by software, hardware and a combination thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a server, the internal structure of which may be as shown in fig. 7. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a system on-line method.
In one embodiment, a computer device is provided that includes a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor implements the system on-line method of the above embodiments when the computer program is executed.
In one embodiment, a computer readable storage medium is provided, on which a computer program is stored, which when executed by a processor implements the system on-line method of the above embodiments.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-described division of the functional units and modules is illustrated, and in practical application, the above-described functional distribution may be performed by different functional units and modules according to needs, i.e. the internal structure of the apparatus is divided into different functional units or modules to perform all or part of the above-described functions.
The above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention, and are intended to be included in the scope of the present invention.

Claims (10)

1. A system on-line method, comprising:
receiving an initial system online request associated with a project number, and acquiring an initial version and an initial code file set in the initial system online request; the initial code file set comprises a source code document and an interface document;
Determining a first system identification code corresponding to the initial version according to the project number and the initial version, acquiring a project demand document matched with the first system identification code from a demand service platform, simultaneously creating a version milestone document corresponding to the project number on the demand service platform, and determining the first system identification code as a first milestone version in the version milestone document;
identifying project interfaces in the project requirement document through an interface identification model, and detecting whether all the identified project interfaces can be matched with initial interfaces in the interface document;
when all the project interfaces are detected to be matched with the initial interfaces in the interface documents, generating interface test codes corresponding to the initial interfaces according to the environment configuration documents in the source code documents; generating at least one interface application request associated with the first milestone version according to all the initial interfaces;
after receiving interface authorization instructions for all the interface application requests feedback associated with the first milestone version, executing all the interface test codes, and detecting whether all the initial interfaces are opened to finish;
If all the initial interfaces are detected to be opened, after an interface test report is output and the source code document is installed, a first system corresponding to the source code document is generated, an online notification of the first system is issued, and the interface test report, the initial code file set and the first milestone version are all associated and stored in the demand service platform.
2. The system online method of claim 1, wherein the identifying, by an interface identification model, a project interface in the project requirement document comprises:
dividing the text in the project requirement document into a plurality of unit words through the interface recognition model;
performing Word vector conversion on all the unit words through a Word2Vec algorithm in the interface recognition model to obtain unit Word vectors corresponding to the unit words;
and extracting interface characteristics of all the unit word vectors through the interface recognition model, and recognizing all the project interfaces in the project requirement document according to the interface characteristics.
3. The system online method of claim 1, wherein said detecting whether all of said identified project interfaces can match an initial interface in said interface document comprises:
Calculating a similarity value between one item interface and each initial interface through a text similarity algorithm;
obtaining the maximum similarity value in all the similarity values, and judging whether the obtained maximum similarity value is larger than a preset threshold value or not;
if the obtained maximum similarity value is greater than or equal to a preset threshold value, determining that the project interface is matched with the initial interface;
and if the obtained maximum similarity value is smaller than the preset threshold value, determining that the item interface is not matched with the initial interface.
4. The system online method of claim 1, wherein after detecting whether all of the identified item interfaces can match an initial interface in the interface document, further comprising:
when the fact that the project interfaces are not matched with the initial interfaces in the interface document is detected, inputting all the project interfaces which are not matched with the initial interfaces into an interface correction model, correcting all the input project interfaces through the interface correction model, and outputting correction results; the correction result comprises correction interfaces which are in one-to-one correspondence with the input project interfaces;
Updating the project requirement document matched with the first system identification code in the requirement service platform according to all the correction results;
identifying updated project interfaces in the updated project demand document through the interface identification model, and detecting whether all the identified updated project interfaces can be matched with initial interfaces in the interface document;
when all the updated project interfaces are detected to be matched with the initial interfaces in the interface documents, generating updated interface test codes corresponding to the initial interfaces according to the environment configuration documents in the source code documents; generating at least one update interface application request associated with the first milestone version according to all the initial interfaces;
after receiving interface update authorization instructions for all the update interface application requests feedback associated with the first milestone version, executing all the update interface test codes, and detecting whether all the initial interfaces are opened to be completed;
if all the initial interfaces are detected to be opened, after an update interface test report is output and the source code document is installed, a second system corresponding to the source code document is generated, an online notification of the second system is issued, and the update interface test report, the initial code file set and the first milestone version are stored in association with the demand service platform.
5. The system online method of claim 1, wherein the generating a first system corresponding to the source code document and issuing an online notification of the first system while storing the interface test report, the initial code file set, and the first milestone version in association with the demand service platform, comprises:
receiving a change system online request associated with a project number, and acquiring a change version and a change code file set in the change system online request; the change code file set comprises a change code document and a change interface document;
determining a second system identification code corresponding to the changed version according to the project number and the changed version, acquiring a project change requirement document matched with the second system identification code from the requirement service platform, inserting the second system identification code after the first milestone version in the version milestone document corresponding to the project number, and determining the second system identification code as a second milestone version;
identifying a project change interface in the project change demand document through the interface identification model, and detecting whether all the identified project change interfaces can be matched with the change interface in the change interface document;
When all the project changing interfaces are detected to be matched with the changing interfaces in the changing interface document, acquiring the initial code file set associated with the first milestone version from the demand service platform, and comparing and checking the changing code document through a code interface checking model to obtain a checking result;
when the verification result is detected to be successful, comparing the changed interface document with the interface document in the obtained initial code file set to obtain at least one difference interface;
generating a difference interface test code corresponding to each difference interface according to the environment configuration change document in the change code document; generating at least one interface adding application request associated with the second milestone version according to all the difference interfaces;
after receiving interface addition authorization instructions for all interface addition application request feedback associated with the second milestone version, executing all the difference interface test codes, and detecting whether all the difference interfaces are opened to be completed;
if all the difference interfaces are detected to be opened, after a difference interface test report is output and the change code document is installed, a third system corresponding to the change code document is generated, an online notification of the third system is issued, and the difference interface test report, the change code file set and the second milestone version are all associated and stored in the demand service platform.
6. The system online method of claim 5, wherein comparing and checking the changed code document through a code interface checking model to obtain a checking result comprises:
comparing the change code document with the source code document in the initial code file set through an AptDiff tool in the code interface verification model to generate a difference document;
code interface identification is carried out on the difference document through a code interface model, and a code interface in the difference document is identified;
and checking the code interface according to the changed interface document to generate a checking result.
7. A system on-line device, comprising:
the receiving module is used for receiving an initial system online request associated with the project number and acquiring an initial version and an initial code file set in the initial system online request; the initial code file set comprises a source code document and an interface document;
the determining module is used for determining a first system identification code corresponding to the initial version according to the project number and the initial version, acquiring a project demand document matched with the first system identification code from a demand service platform, simultaneously creating a version milestone document corresponding to the project number on the demand service platform, and determining the first system identification code as a first milestone version in the version milestone document;
The identification module is used for identifying the project interfaces in the project requirement document through an interface identification model and detecting whether all the identified project interfaces can be matched with the initial interfaces in the interface document;
the generation module is used for generating interface test codes corresponding to all the initial interfaces according to the environment configuration document in the source code document when detecting that all the project interfaces can be matched with the initial interfaces in the interface document; generating at least one interface application request associated with the first milestone version according to all the initial interfaces;
the detection module is used for executing all the interface test codes after receiving the interface authorization instructions for all the interface application requests feedback associated with the first milestone version, and detecting whether all the initial interfaces are opened;
and the installation module is used for generating a first system corresponding to the source code document after outputting an interface test report and installing the source code document if detecting that all the initial interfaces are opened, issuing an online notification of the first system, and simultaneously storing the interface test report, the initial code file set and the first milestone version in the required service platform in an associated mode.
8. The system online device of claim 7, wherein the identification module comprises:
the splitting module is used for splitting the text in the project requirement document into a plurality of unit words through the interface recognition model;
the conversion sub-module is used for carrying out Word vector conversion on all the unit words through a Word2Vec algorithm in the interface recognition model to obtain unit Word vectors corresponding to the unit words;
and the extraction sub-module is used for extracting interface characteristics of all the unit word vectors through the interface recognition model, and recognizing all the project interfaces in the project demand document according to the interface characteristics.
9. A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that the processor implements the system-on-line method according to any one of claims 1 to 6 when executing the computer program.
10. A computer readable storage medium storing a computer program, wherein the computer program when executed by a processor implements the system online method according to any one of claims 1 to 6.
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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107992409A (en) * 2017-11-21 2018-05-04 平安养老保险股份有限公司 Method for generating test case, device, computer equipment and storage medium
CN108491331A (en) * 2018-04-13 2018-09-04 平安普惠企业管理有限公司 Method for testing software, device, equipment and computer storage media
CN110109840A (en) * 2019-05-10 2019-08-09 重庆八戒电子商务有限公司 Code audit method, audit device and the medium compared based on version number

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107992409A (en) * 2017-11-21 2018-05-04 平安养老保险股份有限公司 Method for generating test case, device, computer equipment and storage medium
CN108491331A (en) * 2018-04-13 2018-09-04 平安普惠企业管理有限公司 Method for testing software, device, equipment and computer storage media
CN110109840A (en) * 2019-05-10 2019-08-09 重庆八戒电子商务有限公司 Code audit method, audit device and the medium compared based on version number

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