CN113032250A - Automatic calibration system and method for environmental parameters - Google Patents

Automatic calibration system and method for environmental parameters Download PDF

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Publication number
CN113032250A
CN113032250A CN202110263088.6A CN202110263088A CN113032250A CN 113032250 A CN113032250 A CN 113032250A CN 202110263088 A CN202110263088 A CN 202110263088A CN 113032250 A CN113032250 A CN 113032250A
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parameter
rule
information
environment
analysis
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陈涛
王飞
杨晓
孙陈急
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Industrial and Commercial Bank of China Ltd ICBC
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Industrial and Commercial Bank of China Ltd ICBC
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • G06F11/3684Test management for test design, e.g. generating new test cases
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • G06F11/3688Test management for test execution, e.g. scheduling of test suites

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Stored Programmes (AREA)

Abstract

The invention provides an automatic environmental parameter checking system and a method, wherein the system comprises a rule definition device, a rule analysis device, an environmental parameter collection device and a parameter analysis device; the rule definition device is used for acquiring a parameter verification rule; the environment parameter collecting device is used for collecting and storing the corresponding parameter information of each environment according to the preset configured environment information; the rule analysis device is used for analyzing the parameter verification rule to obtain a corresponding parameter analysis item; the parameter analysis device is used for extracting the parameter information according to the parameter analysis item and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule.

Description

Automatic calibration system and method for environmental parameters
Technical Field
The invention relates to the field of automatic testing, which can be applied to the fields of software development and finance, in particular to an automatic environment parameter checking system and an automatic environment parameter checking method.
Background
Continuous integration is a software development practice, and integration is verified through automated construction (including compilation, release, automated testing) so as to discover integration errors as early as possible. In the continuous integration process, the method can be applied to a very large number of environments, such as a cloud service environment, a distributed service environment, a batch scheduling environment, a database environment and the like.
In the continuous integration process, problems may occur in each environment, so that part or all of services cannot be provided, and a continuous integration link is blocked, at this time, manual logging into the environment, checking various parameters such as environment availability and logs, and searching for a solution to analyze the problems. The mode has hysteresis, and the test is fed back to the hands of environment maintenance personnel when the automatic test or the manual test fails; second, problem analysis relies on the need for the environmental maintenance personnel themselves to have a certain experience and ability.
Disclosure of Invention
The invention aims to provide an automatic environment parameter checking system and method, which solve the problems that problems in each environment occur frequently and a large amount of manpower is consumed in the continuous integration process. The invention provides a rule-based Continuous Integration (CI) environmental parameter automatic checking device, which supports environmental operation and maintenance personnel to configure a parameter checking rule according to an environmental parameter, collects the environmental parameter at regular time and checks the environmental parameter according to the rule, and warns in time and simply processes the environmental parameter after finding a problem.
In order to achieve the above object, the present invention provides an automatic calibration system for environmental parameters, which comprises a rule definition device, a rule analysis device, an environmental parameter collection device and a parameter analysis device; the rule definition device is used for acquiring a parameter verification rule; the environment parameter collecting device is used for collecting and storing the corresponding parameter information of each environment according to the preset configured environment information; the rule analysis device is used for analyzing the parameter verification rule to obtain a corresponding parameter analysis item; the parameter analysis device is used for extracting the parameter information according to the parameter analysis item and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule.
In the above automatic environment parameter checking system, preferably, the parameter analyzing device further includes a processing module, and the processing module is configured to analyze a processing manner in the corresponding parameter checking rule according to the analysis result.
In the above automatic environment parameter checking system, preferably, the system further includes a problem processing device, and the problem processing device is configured to execute corresponding processing according to the processing mode; and when the corresponding processing mode does not exist or the problem processing device fails to execute the corresponding processing successfully, generating early warning information and recording a log.
In the above automatic environmental parameter verification system, preferably, the system further includes a log and early warning device, where the log and early warning device is configured to store the log and send the early warning information to a predetermined location.
In the above automatic environment parameter checking system, preferably, the environment parameter collecting device includes a parameter collecting module, and the parameter collecting module is configured to obtain parameter information of each environment in one or more combination modes of calling an interface, a crawler, and information pushing.
The invention also provides an automatic environmental parameter checking method, which comprises the following steps: acquiring a parameter checking rule; acquiring and storing parameter information of each corresponding environment according to preset configured environment information; analyzing the parameter verification rule to obtain a corresponding parameter analysis item; and extracting the parameter information according to the parameter analysis item, and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule.
In the above method for automatically verifying environmental parameters, preferably, the method further includes: and analyzing a processing mode in the corresponding parameter verification rule according to the analysis result, and executing corresponding processing according to the processing mode.
In the above method for automatically verifying environmental parameters, preferably, the method further includes: when the corresponding processing mode does not exist or the corresponding processing which is successfully executed is not executed, generating early warning information and recording a log; and storing the recording log and sending the early warning information to a preset position.
The invention also provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method when executing the computer program.
The present invention also provides a computer-readable storage medium storing a computer program for executing the above method.
The invention has the beneficial technical effects that: and (3) collecting parameters of each platform environment at regular time by using an environment parameter automatic checking device, analyzing the parameters according to configured rules to obtain an analysis result, and warning environment maintenance personnel in time if a problem is found. For the abnormal condition which cannot be analyzed, after manual analysis is carried out, a new rule is configured, so that the abnormal condition can be immediately identified during subsequent reproduction. After the problem is identified according to the rule, the problem can be processed in a manual mode and an automatic mode, and the automatic mode mainly supports the problem which can be automatically repaired in the automatic mode, such as parameter modification, service restart, script execution and the like. Through this device, the intention reduces artifical participation analysis work, reduces fortune dimension personnel ability requirement threshold, improves problem discovery efficiency, ensures to last integrated environment stable, decides the problem place fast to automatic recovery to a certain extent.
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In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of an automatic environmental parameter calibration system according to an embodiment of the present invention;
FIG. 2 is a flow chart illustrating a conventional monitor cleaning according to an embodiment of the present invention;
fig. 3 is a schematic flowchart illustrating an automatic environmental parameter calibration method according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The following detailed description of the embodiments of the present invention will be provided with reference to the drawings and examples, so that how to apply the technical means to solve the technical problems and achieve the technical effects can be fully understood and implemented. It should be noted that, unless otherwise specified, the embodiments and features of the embodiments of the present invention may be combined with each other, and the technical solutions formed are within the scope of the present invention.
Additionally, the steps illustrated in the flow charts of the figures may be performed in a computer system such as a set of computer-executable instructions and, although a logical order is illustrated in the flow charts, in some cases, the steps illustrated or described may be performed in an order different than here.
CI: continuous integration, a software development practice, is that team development members integrate their work products at a certain frequency, and each integration is verified by automated construction (including compilation, release, automated testing), so as to discover integration errors as early as possible.
Referring to fig. 1, an environmental parameter automatic calibration system provided by the present invention includes a rule definition device 1, a rule analysis device 2, an environmental parameter collection device 3, and a parameter analysis device 4; the rule definition device 1 is used for acquiring a parameter verification rule; the environment parameter collecting device 3 is used for collecting and storing the corresponding parameter information of each environment according to the preset configured environment information; the rule analysis device 2 is used for analyzing the parameter verification rule to obtain a corresponding parameter analysis item; the parameter analysis device 4 is used for extracting the parameter information according to the parameter analysis item and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule; therefore, the environmental problem can be quickly positioned, and early warning is performed.
Referring to fig. 1 again, in the above embodiment, the system further includes a problem processing device 5 and a log and early warning device 6, where the problem processing device 5 is configured to execute corresponding processing according to the processing mode; when the corresponding processing mode does not exist or the problem processing device fails to execute the corresponding processing successfully, generating early warning information and recording a log; the log and early warning device 6 is used for storing the recorded log and sending the early warning information to a preset position. Therefore, automatic emergency is realized for some simple problems which can be emergent in an automatic mode; as long as corresponding rules are configured for common problems, the threshold of the problem analysis capability of environmental operation and maintenance personnel can be greatly reduced, and the consumption of manual problem analysis can be greatly reduced; moreover, log recording and early warning are perfected, all operations are guaranteed to be traceable, induction statistics can be conducted regularly and improved, newly added problems are supported, and accumulation of problems and rules is achieved.
In actual work, the rule definition device 1 is connected with the rule analysis device 2; the rule analysis device 2 is connected with the parameter analysis device 4; the environmental parameter collecting device 3 is connected with the parameter analyzing device 4; the parameter analysis device 4 is connected with the problem processing device 5; the log and early warning device 6 is connected with each device.
Step 1): and using a rule definition device to configure parameter verification rules, rule names, rule formulas, problem types and problem processing modes.
Step 2): the rule parsing device parses the user-defined configuration.
Step 3): and acquiring the environmental parameter information by using an environmental parameter collecting device in a mode of calling an interface, a crawler and the like.
Step 4): and analyzing the environmental parameters according to a rule formula by using a parameter analyzing device to obtain an analysis result.
And 5) judging whether the environment is normal or not according to the analysis result, and if so, classifying and processing the problems by using a problem processing device according to the configured problem types.
Specifically, in the above embodiment, the specific functions of each device in actual operation are as follows:
the rule definition apparatus 1: the method is used for customizing the parameter verification rule by a user, the user can configure the verification rule, the analysis result is obtained by calculation according to the environment parameter through the rule formula, and the corresponding problem processing mode is configured according to the analysis result. Example of a rule: environmental parameters: a PAAS (Platform as a Service) cloud node state (start failure) and error information (start overtime); and (3) checking rules: when the PAAS node state is start failure and the error information is start overtime, analyzing the result: if the node is abnormal, starting overtime; the treatment method comprises the following steps: sending a mail warning to the environment maintenance personnel and trying to restart the PAAS node 3 times.
The rule analysis device 2: and analyzing according to the parameters acquired by the environmental parameter collecting device 3 by combining the user-defined rule to obtain an analysis result and a problem processing mode.
The environment parameter collecting device 3 may further include a parameter collecting module, and the parameter collecting module is configured to obtain parameter information of each environment by calling one or more combination modes of an interface, a crawler, and information push; the method comprises the steps that parameter information of each environment is obtained and stored in a mode of calling an interface, a crawler, information pushing and the like through pre-configured environment information (such as IP, a port, a login account password and the like), wherein the parameter information comprises general parameters such as server availability, resource occupation types, main and standby information and the like; the user-defined parameters can obtain the required user-defined parameters according to different environments.
The parameter analysis device 4 may further include a processing module, where the processing module is configured to analyze a processing manner in the corresponding parameter verification rule according to the analysis result; for example, a parameter verification rule configured by the rule definition device is read, analysis is performed according to the collected environment parameters to obtain an analysis result, and a corresponding processing mode is selected according to the analysis result. If the analysis result is normal, directly ending; if there is a problem, a corresponding problem processing method is obtained.
Problem processing device 5: the problem processing method obtained by the parameter analysis device includes, for example: restarting the service, process, database; switching servers, databases, containers, etc.; problems which are not configured with rules or can not be solved temporarily through the problem processing device are only sent to early warning and log recording; and (5) processing other custom rules.
Log and early warning device 6: the system is used for recording operation logs and sending early warning information to a preset mailbox, short messages and the like of environment operation and maintenance personnel.
Referring to fig. 2, a conventional monitoring and cleaning process of the automatic environmental parameter calibration method provided by the present invention is as follows:
step S201: obtaining environment parameters by calling interfaces, crawlers and the like
Step S202: and analyzing the environmental parameters according to the rules to obtain an analysis result.
Step S203: and judging whether the environment is normal or not according to the analysis result.
Step S204: and judging which processing mode is used according to the rule.
Step S205: the method is implemented by a processing mode given by a parameter analysis device.
Referring to fig. 3, the present invention further provides an environmental parameter automatic calibration method, including:
s301, acquiring a parameter verification rule;
s302, acquiring and storing parameter information of each corresponding environment according to preset configured environment information;
s303, analyzing the parameter verification rule to obtain a corresponding parameter analysis item;
s304, extracting the parameter information according to the parameter analysis item, and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule.
In the above embodiment, the method further comprises: and analyzing a processing mode in the corresponding parameter verification rule according to the analysis result, and executing corresponding processing according to the processing mode. Further, when the corresponding processing mode does not exist or the corresponding processing which is successfully executed is not executed, generating early warning information and recording a log; and storing the recording log and sending the early warning information to a preset position.
The invention has the beneficial technical effects that: and (3) collecting parameters of each platform environment at regular time by using an environment parameter automatic checking device, analyzing the parameters according to configured rules to obtain an analysis result, and warning environment maintenance personnel in time if a problem is found. For the abnormal condition which cannot be analyzed, after manual analysis is carried out, a new rule is configured, so that the abnormal condition can be immediately identified during subsequent reproduction. After the problem is identified according to the rule, the problem can be processed in a manual mode and an automatic mode, and the automatic mode mainly supports the problem which can be automatically repaired in the automatic mode, such as parameter modification, service restart, script execution and the like. Through this device, the intention reduces artifical participation analysis work, reduces fortune dimension personnel ability requirement threshold, improves problem discovery efficiency, ensures to last integrated environment stable, decides the problem place fast to automatic recovery to a certain extent.
The invention also provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method when executing the computer program.
The present invention also provides a computer-readable storage medium storing a computer program for executing the above method.
As shown in fig. 4, the electronic device 600 may further include: communication module 110, input unit 120, audio processing unit 130, display 160, power supply 170. It is noted that the electronic device 600 does not necessarily include all of the components shown in fig. 4; furthermore, the electronic device 600 may also comprise components not shown in fig. 4, which may be referred to in the prior art.
As shown in fig. 4, the central processor 100, sometimes referred to as a controller or operational control, may include a microprocessor or other processor device and/or logic device, the central processor 100 receiving input and controlling the operation of the various components of the electronic device 600.
The memory 140 may be, for example, one or more of a buffer, a flash memory, a hard drive, a removable media, a volatile memory, a non-volatile memory, or other suitable device. The information relating to the failure may be stored, and a program for executing the information may be stored. And the central processing unit 100 may execute the program stored in the memory 140 to realize information storage or processing, etc.
The input unit 120 provides input to the cpu 100. The input unit 120 is, for example, a key or a touch input device. The power supply 170 is used to provide power to the electronic device 600. The display 160 is used to display an object to be displayed, such as an image or a character. The display may be, for example, an LCD display, but is not limited thereto.
The memory 140 may be a solid state memory such as Read Only Memory (ROM), Random Access Memory (RAM), a SIM card, or the like. There may also be a memory that holds information even when power is off, can be selectively erased, and is provided with more data, an example of which is sometimes called an EPROM or the like. The memory 140 may also be some other type of device. Memory 140 includes buffer memory 141 (sometimes referred to as a buffer). The memory 140 may include an application/function storage section 142, and the application/function storage section 142 is used to store application programs and function programs or a flow for executing the operation of the electronic device 600 by the central processing unit 100.
The memory 140 may also include a data store 143, the data store 143 for storing data, such as contacts, digital data, pictures, sounds, and/or any other data used by the electronic device. The driver storage portion 144 of the memory 140 may include various drivers of the electronic device for communication functions and/or for performing other functions of the electronic device (e.g., messaging application, address book application, etc.).
The communication module 110 is a transmitter/receiver 110 that transmits and receives signals via an antenna 111. The communication module (transmitter/receiver) 110 is coupled to the central processor 100 to provide an input signal and receive an output signal, which may be the same as in the case of a conventional mobile communication terminal.
Based on different communication technologies, a plurality of communication modules 110, such as a cellular network module, a bluetooth module, and/or a wireless local area network module, may be provided in the same electronic device. The communication module (transmitter/receiver) 110 is also coupled to a speaker 131 and a microphone 132 via an audio processor 130 to provide audio output via the speaker 131 and receive audio input from the microphone 132 to implement general telecommunications functions. Audio processor 130 may include any suitable buffers, decoders, amplifiers and so forth. In addition, an audio processor 130 is also coupled to the central processor 100, so that recording on the local can be enabled through a microphone 132, and so that sound stored on the local can be played through a speaker 131.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The above-mentioned embodiments are intended to illustrate the objects, technical solutions and advantages of the present invention in further detail, and it should be understood that the above-mentioned embodiments are only exemplary embodiments of the present invention, and are not intended to limit the scope of the present invention, and any modifications, equivalent substitutions, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.

Claims (10)

1. An automatic environmental parameter verification method, comprising:
acquiring a parameter checking rule;
acquiring and storing parameter information of each corresponding environment according to preset configured environment information;
analyzing the parameter verification rule to obtain a corresponding parameter analysis item;
and extracting the parameter information according to the parameter analysis item, and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule.
2. The method for automatically verifying environmental parameters of claim 1, further comprising: and analyzing a processing mode in the corresponding parameter verification rule according to the analysis result, and executing corresponding processing according to the processing mode.
3. The method for automatically verifying environmental parameters of claim 2, further comprising: when the corresponding processing mode does not exist or the corresponding processing which is successfully executed is not executed, generating early warning information and recording a log; and storing the recording log and sending the early warning information to a preset position.
4. An automatic calibration system for environmental parameters is characterized in that the system comprises a rule definition device, a rule analysis device, an environmental parameter collection device and a parameter analysis device;
the rule definition device is used for acquiring a parameter verification rule;
the environment parameter collecting device is used for collecting and storing the corresponding parameter information of each environment according to the preset configured environment information;
the rule analysis device is used for analyzing the parameter verification rule to obtain a corresponding parameter analysis item;
the parameter analysis device is used for extracting the parameter information according to the parameter analysis item and analyzing and generating an analysis result according to the extracted parameter information and the parameter verification rule.
5. The system according to claim 4, wherein the parameter analysis device further comprises a processing module, and the processing module is configured to analyze a processing manner in the corresponding parameter verification rule according to the analysis result.
6. The system for automatically verifying environmental parameters according to claim 5, further comprising a question processing device, wherein the question processing device is configured to execute corresponding processing according to the processing manner; and when the corresponding processing mode does not exist or the problem processing device fails to execute the corresponding processing successfully, generating early warning information and recording a log.
7. The system according to claim 6, further comprising a log and pre-warning device for storing the log and sending the pre-warning information to a predetermined location.
8. The system according to claim 4, wherein the environment parameter collecting device comprises a parameter collecting module, and the parameter collecting module is configured to obtain parameter information of each environment by invoking one or more of an interface, a crawler, and information pushing.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method of any of claims 1 to 3 when executing the computer program.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium stores a computer program for executing the method of any one of claims 1 to 3.
CN202110263088.6A 2021-03-11 2021-03-11 Automatic calibration system and method for environmental parameters Pending CN113032250A (en)

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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106294673A (en) * 2016-08-08 2017-01-04 杭州玳数科技有限公司 A kind of method and system of User Defined rule real time parsing daily record data
CN109947616A (en) * 2019-02-11 2019-06-28 北京国电通网络技术有限公司 A kind of automatically-monitored operational system of the cloud operating system based on OpenStack technology
CN110825634A (en) * 2019-11-04 2020-02-21 深圳前海微众银行股份有限公司 Parameter quality checking method, device and equipment and computer readable storage medium
CN112328619A (en) * 2020-09-24 2021-02-05 杭州小电科技股份有限公司 Data quality monitoring method, device, system, electronic device and storage medium

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106294673A (en) * 2016-08-08 2017-01-04 杭州玳数科技有限公司 A kind of method and system of User Defined rule real time parsing daily record data
CN109947616A (en) * 2019-02-11 2019-06-28 北京国电通网络技术有限公司 A kind of automatically-monitored operational system of the cloud operating system based on OpenStack technology
CN110825634A (en) * 2019-11-04 2020-02-21 深圳前海微众银行股份有限公司 Parameter quality checking method, device and equipment and computer readable storage medium
CN112328619A (en) * 2020-09-24 2021-02-05 杭州小电科技股份有限公司 Data quality monitoring method, device, system, electronic device and storage medium

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