AU2021104082A4 - Code release alarm monitoring method and system - Google Patents
Code release alarm monitoring method and system Download PDFInfo
- Publication number
- AU2021104082A4 AU2021104082A4 AU2021104082A AU2021104082A AU2021104082A4 AU 2021104082 A4 AU2021104082 A4 AU 2021104082A4 AU 2021104082 A AU2021104082 A AU 2021104082A AU 2021104082 A AU2021104082 A AU 2021104082A AU 2021104082 A4 AU2021104082 A4 AU 2021104082A4
- Authority
- AU
- Australia
- Prior art keywords
- configuration information
- code
- function configuration
- information
- code function
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Ceased
Links
- 238000000034 method Methods 0.000 title claims abstract description 21
- 238000012544 monitoring process Methods 0.000 title claims abstract description 12
- 238000001514 detection method Methods 0.000 claims abstract description 140
- 238000004519 manufacturing process Methods 0.000 claims abstract description 71
- 238000012795 verification Methods 0.000 claims abstract description 48
- 238000007689 inspection Methods 0.000 claims abstract description 30
- 230000002159 abnormal effect Effects 0.000 claims abstract description 8
- 230000006870 function Effects 0.000 claims description 179
- 238000013528 artificial neural network Methods 0.000 claims description 32
- 238000013135 deep learning Methods 0.000 claims description 18
- 230000004069 differentiation Effects 0.000 claims description 2
- 230000005856 abnormality Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/70—Software maintenance or management
- G06F8/71—Version control; Configuration management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
- G06F11/3672—Test management
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Security & Cryptography (AREA)
- Computer Hardware Design (AREA)
- Quality & Reliability (AREA)
- Telephone Function (AREA)
Abstract
The invention relates to a method and a system for monitoring alarm of code release, which
firstly obtain production environment configuration information and code function configuration
information in target code release items, secondly pair the production environment configuration
information and the code function configuration information based on the correlation degree of
the configuration information to obtain a configuration information pairing result, then determine
an execution script detection directory according to the code function configuration information
with failed pairing so as to perform code release verification to obtain a code release verification
result, determine a code quality inspection result corresponding to the execution script
verification information in the target code release items according to the code release verification
result and the configuration information pairing result, and output alarm information when the
code quality inspection result represents that a code to be released in the target code release items
is abnormal. Quality monitoring and warning before releasing the code to be released can be
carried out through the code quality inspection result, the problem code is prevented from being
on line, subsequent function abnormity is prevented from being caused, and the cost of
subsequent abnormity repairing is reduced.
Description
EDITORIAL NOTE 2021104082
There are 7 pages of description only.
Description
Code release alarm monitoring method and system Technical Field The present application relates to the field of code processing technologies, and in particular, to a method and a system for monitoring alarm issued by a code. Background With the development of communication technology, many of the on-line service functions are implemented by software or application programs, and the functions provided by the software or application programs during running are implemented by writing codes in advance. Generally, the online of a piece of service software or application includes three steps of code writing, code testing and code publishing, and as a last level of online service software or application, the accuracy and efficiency of code publishing directly affect the running condition of subsequent service software or application. However, before code release, in the prior art, it is difficult to accurately and quickly perform quality monitoring and warning on a code to be released, which may cause the problematic code to be on line, thereby causing subsequent functional abnormality and increasing the cost of subsequent abnormal repair. Disclosure of Invention The embodiment of the invention provides a code release alarm monitoring method, which comprises the following steps: acquiring production environment configuration information and code function configuration information in target code release items; matching the production environment configuration information and the code function configuration information in the target code release item based on the configuration information correlation between the production environment configuration information and the code function configuration information in the target code release item to obtain a configuration information matching result; determining the code function configuration information which fails to be paired as code function configuration information to be monitored, and determining an execution script detection directory corresponding to the code function configuration information to be monitored according to a differential comparison result between the code function configuration information in the configuration information pairing result and the code function configuration information to be monitored; code release verification is carried out on the execution script detection directory corresponding to the code function configuration information to be monitored and the code function configuration information to be monitored, and a code release verification result is obtained; and determining execution script verification information in the target code release item and a code quality inspection result corresponding to the execution script verification information according to the code release verification result and the configuration information pairing result, and outputting alarm information when the code quality inspection result represents that the code to be released in the target code release item is abnormal. Optionally, the obtaining of the production environment configuration information and the code function configuration information in the target code release item includes: acquiring at least two production environment configuration items and at least two code function configuration items in the target code release items; acquiring production environment permission change information and a production environment configuration item association record between the at least two production environment configuration items, and acquiring code function permission change information and a code function configuration item association record between the at least two code function configuration items; combining the at least two production environment configuration items according to the production environment permission change information and the item association record of the production environment configuration items to obtain the production environment configuration information in the object code release item; wherein, a production environment configuration information comprises at least one production environment configuration item; combining the at least two code function configuration items according to the code function permission change information and the item association record of the code function configuration items to obtain code function configuration information in the target code release item; wherein, a code function configuration information includes at least one code function configuration item. Optionally, the pairing the production environment configuration information and the code function configuration information in the object code release item based on the configuration information correlation between the production environment configuration information and the code function configuration information in the object code release item to obtain a configuration information pairing result includes: determining the code function configuration information in the object code release item as marked code function configuration information, and determining the production environment configuration information in the object code release item as marked production environment configuration information; wherein the code function configuration entry in the tagged code function configuration information is determined from a real-time configuration entry for the target code release entry; acquiring production environment configuration items in the real-time configuration items; determining a configuration item correlation between a production environment configuration item in the real-time configuration items and a production environment configuration item in the marked production environment configuration information as the configuration information correlation between the marked code function configuration information and the marked production environment configuration information; and when the correlation degree of the configuration information is greater than or equal to a preset correlation degree threshold value, pairing the marked code function configuration information and the marked production environment configuration information to obtain a configuration information pairing result. Optionally, the to-be-monitored code function configuration information includes a local code function configuration item in the target code release item; the number of the configuration information pairing results is at least two; the code function configuration information in each configuration information pairing result respectively comprises global code function configuration items in the target code release items; the determining, according to a result of comparing a difference between code function configuration information in the configuration information pairing result and the code function configuration information to be monitored, an execution script detection directory corresponding to the code function configuration information to be monitored, includes: acquiring a local configuration information content segment of the code function configuration information to be monitored according to the local code function configuration item; respectively acquiring global configuration information content segments of the code function configuration information in each configuration information pairing result according to global code function configuration items included in each configuration information pairing result; acquiring segment association identification results between the local configuration information content segments and the global configuration information content segments corresponding to the configuration information pairing results respectively; determining a differentiation comparison result between the code function configuration information in each configuration information pairing result and the code function configuration information to be monitored respectively according to the segment relevance identification result to which each configuration information pairing result belongs; when the statistic value of the target configuration information pairing result is greater than a first preset statistic value threshold value and less than or equal to a second preset statistic value threshold value, determining an execution script detection directory contained in the production environment configuration information in the target configuration information pairing result as an execution script detection directory corresponding to the to-be-monitored code function configuration information; the target configuration information pairing result refers to a configuration information pairing result of which the difference coefficient corresponding to the differential comparison result is greater than or equal to a preset difference coefficient. Optionally, the number of configuration entries of the local code function configuration entry is at least two; the acquiring a local configuration information content segment of the to-be monitored code function configuration information according to the local code function configuration item includes: acquiring a configuration item content segment corresponding to each local code function configuration item in at least two local code function configuration items; acquiring local associated content segments corresponding to the at least two local code function configuration items according to the configuration item content segments corresponding to each local code function configuration item; and determining the local associated content segment as the local configuration information content segment. Optionally, the at least two configuration information pairing results include configuration information pairing result i, i is a positive integer less than or equal to the total number of the at least two configuration information pairing results; the configuration information pairing result i comprises at least two configuration items of global code function configuration items; the obtaining, according to the global code function configuration items included in each configuration information pairing result, a global configuration information content segment of the code function configuration information in each configuration information pairing result, includes: acquiring configuration item content segments corresponding to each global code function configuration item in at least two global code function configuration items included in the configuration information pairing result i; acquiring global associated content segments corresponding to the at least two global code function configuration items according to the configuration item content segments corresponding to each global code function configuration item; and determining the global associated content segment as a global configuration information content segment of the code function configuration information in the configuration information pairing result i.
Optionally, the number of the code function configuration information to be monitored is at least two; the method further comprises the following steps: when the number of the target configuration information pairing results is smaller than or equal to the first preset statistical value threshold, respectively determining the configuration information pairing result corresponding to the code function configuration information with the largest difference coefficient corresponding to the difference comparison result between each piece of code function configuration information to be monitored as the to-be-processed pairing result corresponding to each piece of code function configuration information to be monitored; determining the execution script detection directory contained in the production environment configuration information in the to-be-processed pairing result corresponding to each code function configuration information to be monitored as the to-be-processed execution script detection directory corresponding to each code function configuration information to be monitored respectively; determining at least two detection directory description information corresponding to the detection directory to be determined according to the to-be-processed execution script detection directory corresponding to each to-be-monitored code function configuration information; acquiring a first detection catalog statistical result of the at least two detection catalog description information in an execution script detection catalog contained in production environment configuration information of at least two configuration information pairing results; determining function configuration information of each code to be monitored aiming at first target detection directory description information of the detection directory to be determined according to the first detection directory statistical result; determining the detection directory to be determined, which respectively has the description information of the first target detection directory corresponding to the function configuration information of each code to be monitored, as an execution script detection directory corresponding to the function configuration information of each code to be monitored; and the updating frequency of the at least two detection directory description information in the detection directory corresponding to the second detection directory statistical result in the execution script detection directory corresponding to each code function configuration information to be monitored is equal to the updating frequency of the detection directory of the first detection directory statistical result. Optionally, the method further comprises: when the number of the target configuration information pairing results is larger than the second preset statistical value threshold value, counting directory position information of at least two detection directory description information of a detection directory to be determined in an execution script detection directory included in the production environment configuration items of the target configuration information pairing results; the at least two detection catalog description information are determined according to an execution script detection catalog contained in the production environment configuration information in the target configuration information pairing result; determining second target detection directory description information of the code function configuration information to be monitored aiming at the detection directory to be determined from the at least two detection directory description information according to a difference comparison result between the code function configuration information to be monitored and the target configuration information pairing result and the directory position information; and determining the to-be-determined detection directory with the second target detection directory description information as an execution script detection directory corresponding to the to-be-monitored code function configuration information. Optionally, the method further comprises: determining an execution script detection directory contained in the production environment configuration information in the configuration information pairing result as the execution script detection directory contained in the configuration information pairing result; determining the configuration information pairing result and the code release verification result as a marked pairing result in the target code release item; determining the execution script detection directory contained in the marked pairing result as a target execution script detection directory; adding the same directory label to the code function configuration information in the target execution script detection directory and the corresponding marked pairing result; inputting the target execution script detection directory with the directory label into a preset multidimensional mean value clustering network, a preset deep learning neural network and a preset forward feedback neural network respectively; the code quality inspection rate of the target execution script detection directory through the preset multidimensional mean clustering network is greater than the code quality inspection rate of the target execution script detection directory through the preset deep learning neural network; the rate of code detection of the target execution script detection directory through the preset deep learning neural network is greater than the rate of code quality detection of the target execution script detection directory through the preset forward feedback neural network; the code false detection rate of the preset multidimensional mean value clustering network for the target execution script detection catalogue is smaller than the code false detection rate of the preset deep learning neural network for the target execution script detection catalogue; the code false detection rate of the preset deep learning neural network for the target execution script detection directory is smaller than the code false detection rate of the preset forward feedback neural network for the target execution script detection directory; wherein, the determining, according to the code release verification result and the configuration information pairing result, the execution script verification information in the target code release item and the code quality inspection result corresponding to the execution script verification information includes: determining the execution script verification information in the target code release item according to the code function configuration information in the marked pairing result; according to the directory label of the code function configuration information in the marked pairing result, obtaining a code quality inspection result corresponding to the execution script verification information from the preset multidimensional mean value clustering network, the preset deep learning neural network or the preset forward feedback neural network; wherein, the obtaining, according to the directory label of the code function configuration information in the marked pairing result, a code quality inspection result corresponding to the execution script verification information from the preset multidimensional mean clustering network, the preset deep learning neural network, or the preset feed-forward neural network includes: generating first code detection indication information for detecting the target execution script detection directory in the preset multidimensional mean value clustering network according to the directory label of the code function configuration information in the marked pairing result, and generating second code detection indication information for detecting the target execution script detection directory in the preset deep learning neural network according to the first code detection indication information when a code quality inspection result corresponding to the execution script verification information is not determined from the preset multidimensional mean value clustering network according to the first code detection indication information; when a code quality inspection result corresponding to the execution script verification information is not determined from the preset deep learning neural network according to the second code detection indication information, generating third code detection indication information for detecting the target execution script detection directory in the preset forward feedback neural network according to the second code detection indication information; and according to the third code detection indication information, obtaining a code quality inspection result corresponding to the execution script verification information from the preset forward feedback neural network. The embodiment of the invention also provides an alarm monitoring system for code release, which comprises a code release server and a code uploading terminal which are communicated with each other; the code uploading terminal is used for: uploading target code release items to the code release server; the code release server is used for: acquiring production environment configuration information and code function configuration information in target code release items; matching the production environment configuration information and the code function configuration information in the target code release item based on the configuration information correlation between the production environment configuration information and the code function configuration information in the target code release item to obtain a configuration information matching result; determining the code function configuration information which fails to be paired as code function configuration information to be monitored, and determining an execution script detection directory corresponding to the code function configuration information to be monitored according to a differential comparison result between the code function configuration information in the configuration information pairing result and the code function configuration information to be monitored; code release verification is carried out on the execution script detection directory corresponding to the code function configuration information to be monitored and the code function configuration information to be monitored, and a code release verification result is obtained; and determining execution script verification information in the target code release item and a code quality inspection result corresponding to the execution script verification information according to the code release verification result and the configuration information pairing result, and outputting alarm information when the code quality inspection result represents that the code to be released in the target code release item is abnormal. Compared with the prior art, the alarm monitoring method and the alarm monitoring system for code release provided by the embodiment of the invention have the following technical effects: the method comprises the steps offirstly obtaining production environment configuration information and code function configuration information in target code release items, secondly pairing the production environment configuration information and the code function configuration information based on the correlation degree of the configuration information to obtain a configuration information pairing result, and then determining an execution script detection directory according to the code function configuration information which is failed to be paired so as to perform code release verification to obtain a code release verification result, so that a code quality inspection result corresponding to execution script verification information in the target code release items can be determined according to the code release verification result and the configuration information pairing result, and then alarm information is output when the code quality inspection result represents that a code to be released in the target code release items is abnormal. By the design, the quality of the code to be issued can be monitored and alarmed before the code is issued through the code quality inspection result, so that the problem code is prevented from getting on line, subsequent functional abnormality is prevented from being caused, and the cost of subsequent abnormal repair is reduced. In the description that follows, additional features will be set forth, in part, in the description. These features will be in part apparent to those skilled in the art upon examination of the following and the accompanying drawings, or may be learned by production or use. The features of the present application may be realized and attained by practice or use of various aspects of the methodologies, instrumentalities and combinations particularly pointed out in the detailed examples that follow.
EDITORIAL NOTE 2021104082
There are 6 pages of claims only.
Claims (10)
1. A code release alarm monitoring method is characterized by comprising the following steps: acquiring production environment configuration information and code function configuration information in target code release items; matching the production environment configuration information and the code function configuration information in the target code release item based on the configuration information correlation between the production environment configuration information and the code function configuration information in the target code release item to obtain a configuration information matching result; determining the code function configuration information which fails to be paired as code function configuration information to be monitored, and determining an execution script detection directory corresponding to the code function configuration information to be monitored according to a differential comparison result between the code function configuration information in the configuration information pairing result and the code function configuration information to be monitored; code release verification is carried out on the execution script detection directory corresponding to the code function configuration information to be monitored and the code function configuration information to be monitored, and a code release verification result is obtained; and determining execution script verification information in the target code release item and a code quality inspection result corresponding to the execution script verification information according to the code release verification result and the configuration information pairing result, and outputting alarm information when the code quality inspection result represents that the code to be released in the target code release item is abnormal.
2. The method of claim 1, wherein obtaining the production environment configuration information and the code function configuration information in the target code release item comprises: acquiring at least two production environment configuration items and at least two code function configuration items in the target code release items; acquiring production environment permission change information and a production environment configuration item association record between the at least two production environment configuration items, and acquiring code function permission change information and a code function configuration item association record between the at least two code function configuration items; combining the at least two production environment configuration items according to the production environment permission change information and the item association record of the production environment configuration items to obtain the production environment configuration information in the object code release item; wherein, a production environment configuration information comprises at least one production environment configuration item; combining the at least two code function configuration items according to the code function permission change information and the item association record of the code function configuration items to obtain code function configuration information in the target code release item; wherein, a code function configuration information includes at least one code function configuration item.
3. The method according to claim 2, wherein the pairing the production environment configuration information and the code function configuration information in the object code release item based on the configuration information correlation between the production environment configuration information and the code function configuration information in the object code release item to obtain a configuration information pairing result comprises: determining the code function configuration information in the object code release item as marked code function configuration information, and determining the production environment configuration information in the object code release item as marked production environment configuration information; wherein the code function configuration entry in the tagged code function configuration information is determined from a real-time configuration entry for the target code release entry; acquiring production environment configuration items in the real-time configuration items; determining a configuration item correlation between a production environment configuration item in the real-time configuration items and a production environment configuration item in the marked production environment configuration information as the configuration information correlation between the marked code function configuration information and the marked production environment configuration information; and when the correlation degree of the configuration information is greater than or equal to a preset correlation degree threshold value, pairing the marked code function configuration information and the marked production environment configuration information to obtain a configuration information pairing result.
4. The method according to claim 1, wherein the code function configuration information to be monitored comprises a local code function configuration item in the object code release item; the number of the configuration information pairing results is at least two; the code function configuration information in each configuration information pairing result respectively comprises global code function configuration items in the target code release items; the determining, according to a result of comparing a difference between code function configuration information in the configuration information pairing result and the code function configuration information to be monitored, an execution script detection directory corresponding to the code function configuration information to be monitored, includes: acquiring a local configuration information content segment of the code function configuration information to be monitored according to the local code function configuration item; respectively acquiring global configuration information content segments of the code function configuration information in each configuration information pairing result according to global code function configuration items included in each configuration information pairing result; acquiring segment association identification results between the local configuration information content segments and the global configuration information content segments corresponding to the configuration information pairing results respectively; determining a differentiation comparison result between the code function configuration information in each configuration information pairing result and the code function configuration information to be monitored respectively according to the segment relevance identification result to which each configuration information pairing result belongs; when the statistic value of the target configuration information pairing result is greater than a first preset statistic value threshold value and less than or equal to a second preset statistic value threshold value, determining an execution script detection directory contained in the production environment configuration information in the target configuration information pairing result as an execution script detection directory corresponding to the to-be-monitored code function configuration information; the target configuration information pairing result refers to a configuration information pairing result of which the difference coefficient corresponding to the differential comparison result is greater than or equal to a preset difference coefficient.
5. The method of claim 4, wherein the number of configuration transactions of the local code function configuration transactions is at least two; the acquiring a local configuration information content segment of the to-be-monitored code function configuration information according to the local code function configuration item includes: acquiring a configuration item content segment corresponding to each local code function configuration item in at least two local code function configuration items; acquiring local associated content segments corresponding to the at least two local code function configuration items according to the configuration item content segments corresponding to each local code function configuration item; and determining the local associated content segment as the local configuration information content segment.
6. The method of claim 4, wherein the at least two configuration information pairing results comprise configuration information pairing results i, i being a positive integer less than or equal to the total number of the at least two configuration information pairing results; the configuration information pairing result i comprises at least two configuration items of global code function configuration items; the obtaining, according to the global code function configuration items included in each configuration information pairing result, a global configuration information content segment of the code function configuration information in each configuration information pairing result, includes: acquiring configuration item content segments corresponding to each global code function configuration item in at least two global code function configuration items included in the configuration information pairing result i; acquiring global associated content segments corresponding to the at least two global code function configuration items according to the configuration item content segments corresponding to each global code function configuration item; and determining the global associated content segment as a global configuration information content segment of the code function configuration information in the configuration information pairing result i.
7. The method according to claim 4, wherein the number of the code function configuration information to be monitored is at least two; the method further comprises the following steps: when the number of the target configuration information pairing results is smaller than or equal to the first preset statistical value threshold, respectively determining the configuration information pairing result corresponding to the code function configuration information with the largest difference coefficient corresponding to the difference comparison result between each piece of code function configuration information to be monitored as the to-be-processed pairing result corresponding to each piece of code function configuration information to be monitored; determining the execution script detection directory contained in the production environment configuration information in the to-be-processed pairing result corresponding to each code function configuration information to be monitored as the to-be-processed execution script detection directory corresponding to each code function configuration information to be monitored respectively; determining at least two detection directory description information corresponding to the detection directory to be determined according to the to-be-processed execution script detection directory corresponding to each to-be-monitored code function configuration information; acquiring a first detection catalog statistical result of the at least two detection catalog description information in an execution script detection catalog contained in production environment configuration information of at least two configuration information pairing results; determining function configuration information of each code to be monitored aiming at first target detection directory description information of the detection directory to be determined according to the first detection directory statistical result; determining the detection directory to be determined, which respectively has the description information of the first target detection directory corresponding to the function configuration information of each code to be monitored, as an execution script detection directory corresponding to the function configuration information of each code to be monitored; and the updating frequency of the at least two detection directory description information in the detection directory corresponding to the second detection directory statistical result in the execution script detection directory corresponding to each code function configuration information to be monitored is equal to the updating frequency of the detection directory of the first detection directory statistical result.
8. The method of claim 4, further comprising: when the number of the target configuration information pairing results is larger than the second preset statistical value threshold value, counting directory position information of at least two detection directory description information of a detection directory to be determined in an execution script detection directory included in the production environment configuration items of the target configuration information pairing results; the at least two detection catalog description information are determined according to an execution script detection catalog contained in the production environment configuration information in the target configuration information pairing result; determining second target detection directory description information of the code function configuration information to be monitored aiming at the detection directory to be determined from the at least two detection directory description information according to a difference comparison result between the code function configuration information to be monitored and the target configuration information pairing result and the directory position information; and determining the to-be-determined detection directory with the second target detection directory description information as an execution script detection directory corresponding to the to-be-monitored code function configuration information.
9. The method of claim 1, further comprising: determining an execution script detection directory contained in the production environment configuration information in the configuration information pairing result as the execution script detection directory contained in the configuration information pairing result; determining the configuration information pairing result and the code release verification result as a marked pairing result in the target code release item; determining the execution script detection directory contained in the marked pairing result as a target execution script detection directory; adding the same directory label to the code function configuration information in the target execution script detection directory and the corresponding marked pairing result; inputting the target execution script detection directory with the directory label into a preset multidimensional mean value clustering network, a preset deep learning neural network and a preset forward feedback neural network respectively; the code quality inspection rate of the target execution script detection directory through the preset multidimensional mean clustering network is greater than the code quality inspection rate of the target execution script detection directory through the preset deep learning neural network; the rate of code detection of the target execution script detection directory through the preset deep learning neural network is greater than the rate of code quality detection of the target execution script detection directory through the preset forward feedback neural network; the code false detection rate of the preset multidimensional mean value clustering network for the target execution script detection catalogue is smaller than the code false detection rate of the preset deep learning neural network for the target execution script detection catalogue; the code false detection rate of the preset deep learning neural network for the target execution script detection directory is smaller than the code false detection rate of the preset forward feedback neural network for the target execution script detection directory; wherein, the determining, according to the code release verification result and the configuration information pairing result, the execution script verification information in the target code release item and the code quality inspection result corresponding to the execution script verification information includes: determining the execution script verification information in the target code release item according to the code function configuration information in the marked pairing result; according to the directory label of the code function configuration information in the marked pairing result, obtaining a code quality inspection result corresponding to the execution script verification information from the preset multidimensional mean value clustering network, the preset deep learning neural network or the preset forward feedback neural network; wherein, the obtaining, according to the directory label of the code function configuration information in the marked pairing result, a code quality inspection result corresponding to the execution script verification information from the preset multidimensional mean clustering network, the preset deep learning neural network, or the preset feed-forward neural network includes: generating first code detection indication information for detecting the target execution script detection directory in the preset multidimensional mean value clustering network according to the directory label of the code function configuration information in the marked pairing result, and generating second code detection indication information for detecting the target execution script detection directory in the preset deep learning neural network according to the first code detection indication information when a code quality inspection result corresponding to the execution script verification information is not determined from the preset multidimensional mean value clustering network according to the first code detection indication information; when a code quality inspection result corresponding to the execution script verification information is not determined from the preset deep learning neural network according to the second code detection indication information, generating third code detection indication information for detecting the target execution script detection directory in the preset forward feedback neural network according to the second code detection indication information; and according to the third code detection indication information, obtaining a code quality inspection result corresponding to the execution script verification information from the preset forward feedback neural network.
10. The alarm monitoring system for code release is characterized by comprising a code release server and a code uploading terminal which are communicated with each other; the code uploading terminal is used for: uploading target code release items to the code release server; the code release server is used for: acquiring production environment configuration information and code function configuration information in target code release items; matching the production environment configuration information and the code function configuration information in the target code release item based on the configuration information correlation between the production environment configuration information and the code function configuration information in the target code release item to obtain a configuration information matching result; determining the code function configuration information which fails to be paired as code function configuration information to be monitored, and determining an execution script detection directory corresponding to the code function configuration information to be monitored according to a differential comparison result between the code function configuration information in the configuration information pairing result and the code function configuration information to be monitored; code release verification is carried out on the execution script detection directory corresponding to the code function configuration information to be monitored and the code function configuration information to be monitored, and a code release verification result is obtained; and determining execution script verification information in the target code release item and a code quality inspection result corresponding to the execution script verification information according to the code release verification result and the configuration information pairing result, and outputting alarm information when the code quality inspection result represents that the code to be released in the target code release item is abnormal.
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CNCN202110060741.9 | 2021-01-18 | ||
| CN202110060741.9A CN112559030B (en) | 2021-01-18 | 2021-01-18 | Code release alarm monitoring method and system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| AU2021104082A4 true AU2021104082A4 (en) | 2021-08-26 |
Family
ID=75035642
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| AU2021104082A Ceased AU2021104082A4 (en) | 2021-01-18 | 2021-07-13 | Code release alarm monitoring method and system |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN112559030B (en) |
| AU (1) | AU2021104082A4 (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113419949B (en) * | 2021-06-21 | 2024-03-19 | 平安银行股份有限公司 | Abnormality detection method, device, equipment and storage medium for data processing |
Family Cites Families (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20120222009A1 (en) * | 2011-02-24 | 2012-08-30 | Ayewah Nathaniel E | Defective code warning resolution analysis |
| CN106775602B (en) * | 2015-11-20 | 2020-01-17 | 北京国双科技有限公司 | Code publishing method and device |
| US10102114B1 (en) * | 2017-03-08 | 2018-10-16 | Amazon Technologies, Inc. | Code testing and approval for deployment to production environment |
| CN109144843B (en) * | 2017-06-27 | 2022-06-07 | 北京京东尚科信息技术有限公司 | Method and device for deploying test environment |
| CN109426604A (en) * | 2017-08-22 | 2019-03-05 | 阿里巴巴集团控股有限公司 | The monitoring method and equipment of code development |
| US10740094B2 (en) * | 2018-07-03 | 2020-08-11 | Servicenow, Inc. | Performance monitoring of system version releases |
| CN110007921B (en) * | 2018-12-04 | 2022-07-15 | 创新先进技术有限公司 | Code publishing method and device |
-
2021
- 2021-01-18 CN CN202110060741.9A patent/CN112559030B/en active Active
- 2021-07-13 AU AU2021104082A patent/AU2021104082A4/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| CN112559030B (en) | 2021-10-08 |
| CN112559030A (en) | 2021-03-26 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US20220300857A1 (en) | System and method for validating unsupervised machine learning models | |
| JP6450858B2 (en) | Equipment management apparatus and method | |
| US8433472B2 (en) | Event-driven data mining method for improving fault code settings and isolating faults | |
| US20150346066A1 (en) | Asset Condition Monitoring | |
| CN110286656B (en) | False alarm filtering method and device for tolerance of error data | |
| CN109934268B (en) | Abnormal transaction detection method and system | |
| CN110928718A (en) | Exception handling method, system, terminal and medium based on correlation analysis | |
| CN112508105B (en) | Fault detection and retrieval method for oil extraction machine | |
| CN111814999B (en) | Fault work order generation method, device and equipment | |
| US11526783B2 (en) | Abnormality determination device, learning device, and abnormality determination method | |
| AU2021104082A4 (en) | Code release alarm monitoring method and system | |
| CN112818066A (en) | Time sequence data anomaly detection method and device, electronic equipment and storage medium | |
| US11099550B2 (en) | Failure location specifying device, failure location specifying method, and failure location specifying program | |
| CN108257365A (en) | A kind of industrial alarm designs method based on global nonspecific evidence dynamic fusion | |
| US20210224383A1 (en) | Abnormality detection device | |
| US20210158220A1 (en) | Optimizing accuracy of machine learning algorithms for monitoring industrial machine operation | |
| CN113687972A (en) | Method, device and equipment for processing abnormal data of business system and storage medium | |
| US20170176985A1 (en) | Method for predicting end of line quality of assembled product | |
| JP2011247695A (en) | Abnormality diagnosis method and abnormality diagnosis system using pattern library | |
| CN106652393A (en) | Method for determining false alarm | |
| CN109990803B (en) | Method and device for detecting system abnormity and method and device for sensor processing | |
| CN116662111B (en) | Intelligent network management control system for train | |
| CN111309584A (en) | Data processing method and device, electronic equipment and storage medium | |
| CN112882898A (en) | Anomaly detection method, system, device and medium based on big data log analysis | |
| CN112948215A (en) | Real-time anomaly detection method and system based on distributed database log data |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| FGI | Letters patent sealed or granted (innovation patent) | ||
| MK22 | Patent ceased section 143a(d), or expired - non payment of renewal fee or expiry |