CN111352816A - Tracking detection method and system based on distributed link - Google Patents
Tracking detection method and system based on distributed link Download PDFInfo
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- CN111352816A CN111352816A CN202010123460.9A CN202010123460A CN111352816A CN 111352816 A CN111352816 A CN 111352816A CN 202010123460 A CN202010123460 A CN 202010123460A CN 111352816 A CN111352816 A CN 111352816A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3466—Performance evaluation by tracing or monitoring
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/3006—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system is distributed, e.g. networked systems, clusters, multiprocessor systems
Abstract
The invention provides a tracking detection method and a tracking detection system based on a distributed link. The tracking detection method based on the distributed link comprises the following steps: an application node in the distributed link executes a corresponding service interface according to a received user request, generates service interface calling information and determines a scene label corresponding to the user request; the detection device acquires service interface calling information and scene labels from each application node, and determines the link index of each scene label according to the service interface calling information of each scene label. The method and the device can determine the link index of the specific scene, and realize the monitoring requirement of the dimension of the specific scene.
Description
Technical Field
The invention relates to the technical field of distributed links, in particular to a tracking detection method and a tracking detection system based on distributed links.
Background
With the popularity of micro-service architecture, the calling relationship between different types of nodes of a service system is complicated, taking an aggregation payment scenario as an example, a transaction link relates to a gateway, a plurality of nodes such as a front node, a receipt node and a payment node, and a distributed link tracking system is needed to perform end-to-end transaction monitoring.
The distributed link tracking technology can record how a request is circulated among different modules of the whole system, how the calling relationship among the modules on the whole calling chain is, the processing time of each microservice, whether the processing result is correct or not, and the information is helpful for the operation and maintenance, the performance analysis and the fault tracking of the whole system.
The traditional distributed link tracking system lacks the scene characteristic identification capability of a transaction link and is difficult to meet the monitoring requirement of a core scene.
Disclosure of Invention
The embodiment of the invention mainly aims to provide a tracking detection method and a tracking detection system based on a distributed link, so as to determine the link index of a specific scene and realize the monitoring requirement of the dimension of the specific scene.
In order to achieve the above object, an embodiment of the present invention provides a tracking detection method based on a distributed link, including:
an application node in the distributed link executes a corresponding service interface according to a received user request, generates service interface calling information and determines a scene label corresponding to the user request;
the detection device acquires service interface calling information and scene labels from each application node, and determines the link index of each scene label according to the service interface calling information of each scene label.
The embodiment of the present invention further provides a tracking detection system based on a distributed link, including:
the application nodes in the distributed link are used for executing corresponding service interfaces according to the received user requests, generating service interface calling information and determining scene labels corresponding to the user requests;
and the detection device is used for acquiring the service interface calling information and the scene labels from each application node and determining the link indexes of each scene label according to the service interface calling information of each scene label.
According to the tracking detection method and system based on the distributed link, the application nodes execute the corresponding service interfaces according to the received user requests, service interface calling information is generated, the scene labels corresponding to the user requests are determined, the detection device obtains the service interface calling information and the scene labels from each application node, the link indexes of each scene label are determined according to the service interface calling information of each scene label, the link indexes of specific scenes can be determined, and the monitoring requirement of specific scene dimensions is met.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained based on these drawings without creative efforts.
FIG. 1 is a flow chart of a trace detection method for a distributed link according to an embodiment of the present invention;
FIG. 2 is a flowchart of S102 in an embodiment of the present invention;
fig. 3 is a block diagram of a distributed link-based trace detection system according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As will be appreciated by one skilled in the art, embodiments of the present invention may be embodied as a system, apparatus, device, method, or computer program product. Accordingly, the present disclosure may be embodied in the form of: entirely hardware, entirely software (including firmware, resident software, micro-code, etc.), or a combination of hardware and software.
In view of the fact that the traditional distributed link tracking system lacks the scene feature recognition capability of a transaction link and is difficult to meet the monitoring requirement of a core scene, the embodiment of the invention provides a tracking detection method based on a distributed link to determine the link index of a specific scene and realize the monitoring requirement of a specific scene dimension. The present invention will be described in detail below with reference to the accompanying drawings.
Fig. 1 is a flowchart of a trace detection method for a distributed link according to an embodiment of the present invention. As shown in fig. 1, the trace detection method for distributed links may include:
s101: and the application nodes in the distributed link execute corresponding service interfaces according to the received user requests, generate service interface calling information and determine scene labels corresponding to the user requests.
In one embodiment, a first application node receiving a user request determines a scene tag corresponding to a first service interface entered by the user request, and transmits the scene tag and the user request to a next application node; wherein the context label and the user request are transmitted between the respective application nodes in the distributed link. The carrier of the scene label can be the context of the micro service or the message header of the HTTP protocol.
In specific implementation, the first application node receiving the user request determines the scene tag corresponding to the first service interface according to the corresponding relationship between the service interface and the scene tag, which is obtained from the Apollo configuration center in advance. The user request comprises a plurality of service interface IDs which need to be executed by the application nodes, the next application node receives the scene label and the user request from the previous application node, executes the corresponding service interface according to the user request to generate service interface calling information, and transmits the scene label and the user request to the next application node.
S102: the detection device acquires service interface calling information and scene labels from each application node, and determines the link index of each scene label according to the service interface calling information of each scene label.
Wherein, the link ID generated by the first application node receiving the user request is transmitted between each application node in the distributed link.
The service interface calling information includes: and applying the node ID, the service interface ID, the link ID, and a service interface execution result and service interface execution time corresponding to the link ID.
The link metrics include: link trade rate, link trade success rate and link average execution time consumption.
The detection device firstly puts the service interface calling information and the scene label into a message queue for caching, and then obtains the service interface calling information and the scene label from the message queue when the link index needs to be determined.
The execution subject of the tracking detection method based on the distributed link shown in fig. 1 is the detection device and the application node in the distributed link. As can be seen from the flow shown in fig. 1, the application node of the tracking detection method based on the distributed link according to the embodiment of the present invention executes the corresponding service interface according to the received user request, generates the service interface call information and determines the scene tag corresponding to the user request, the detection device obtains the service interface call information and the scene tag from each application node, and determines the link index of each scene tag according to the service interface call information of each scene tag, so that the link index of a specific scene can be determined, and the monitoring requirement of a specific scene dimension is met.
Fig. 2 is a flowchart of S102 in the embodiment of the present invention. As shown in fig. 2, S102 includes:
s201: the detection means determines the number of links from the link ID.
S202: the detection device determines the link transaction rate of each scene label according to the number of links of each scene label and the link execution time obtained in advance.
Where the transaction rate is the number of transactions performed per unit time (number of links).
S203: the detection device determines the link execution result of each link according to the service interface execution result of the same link ID.
And when the execution result of any service interface with the same link ID is failure, the execution result of the link is failure.
In one embodiment, when the link execution result is failure, the detection device outputs a first alarm signal; the first alarm signal includes a scene tag corresponding to the link ID.
S204: the detection device determines the link transaction success rate of each scene label according to the link quantity of each scene label and the link execution result.
The transaction success rate is the ratio of the number of successful transactions (the number of successful link execution results) to the total number of transactions (the number of links).
S205: and the detection device determines the average link execution time consumption of each scene tag according to the execution time consumption of the service interface with the same link ID of each scene tag.
Wherein, the average execution time consumption of the links is the average execution time consumption of the service interfaces with the same link ID.
In one embodiment, the tracking detection method based on distributed links further includes: the detection device compares the link index of each scene label with the historical link index of each scene label, and outputs a second alarm signal according to the comparison result; the second alarm signal comprises a scene label corresponding to the link index. For example, when the difference between the link index of one of the scene tags and the historical link index of the scene tag exceeds a preset value, a second alarm signal is output to inform a worker that the scene corresponding to the scene tag is abnormal.
The tracking detection method based on the distributed link of the embodiment of the invention has the following specific processes:
1. the first application node in the distributed link, which receives the user request, determines a scene label corresponding to the first service interface according to a corresponding relation between the service interface and the scene label, which is obtained from an Apollo configuration center in advance, generates a link ID, and transmits the link ID, the scene label and the user request to the next application node. The link ID, the scenario tag, and the user request are transmitted between the various application nodes in the distributed link. And other application nodes in the distributed link execute the corresponding service interface according to the user request to generate service interface calling information.
2. The detection device acquires the scene label, the link ID, the service interface execution result corresponding to the link ID and the service interface execution time from each application node, and puts the scene label, the link ID, the service interface execution result corresponding to the link ID and the service interface execution time into a message queue for caching.
3. The detection device acquires the scene label, the link ID and the service interface execution result and the service interface corresponding to the link ID from the message queue.
4. The detection device determines the number of links according to the link ID, and determines the link transaction rate of each scene tag according to the number of links of each scene tag and the link execution time obtained in advance.
5. The detection device determines the link execution result of each link according to the service interface execution result of the same link ID. And when the execution result of any service interface with the same link ID is failure, the execution result of the link is failure.
6. When the link execution result is failure, the detection device outputs a first alarm signal; the first alarm signal includes a scene tag corresponding to the link ID.
7. The detection device determines the link transaction success rate of each scene label according to the link quantity of each scene label and the link execution result.
8. And the detection device determines the average link execution time consumption of each scene tag according to the execution time consumption of the service interface with the same link ID of each scene tag.
9. The detection device compares the link index of each scene label with the historical link index of each scene label, and when the difference between the link index of one scene label and the historical link index of the scene label exceeds a preset value, a second alarm signal is output to inform a worker that the scene corresponding to the scene label is abnormal.
To sum up, the application node of the tracking detection method based on the distributed link according to the embodiment of the present invention executes the corresponding service interface according to the received user request, generates the service interface call information and determines the scene tag corresponding to the user request, and the detection device obtains the service interface call information and the scene tag from each application node, and determines the link index of each scene tag according to the service interface call information of each scene tag, so that the link index of a specific scene can be determined, and the monitoring requirement of a specific scene dimension is met.
In addition, the invention can rapidly identify the fault node corresponding to the scene label and the affected transaction range, and carry out real-time early warning on the transaction, thereby carrying out treatment such as degradation, current limiting, fusing and the like in a targeted manner.
Based on the same inventive concept, the embodiment of the invention also provides a tracking detection system based on the distributed link, and as the principle of solving the problem of the system is similar to the tracking detection method based on the distributed link, the implementation of the system can refer to the implementation of the method, and repeated parts are not described again.
Fig. 3 is a block diagram of a distributed link-based trace detection system according to an embodiment of the present invention. As shown in fig. 3, the distributed link-based trace detection system includes:
the application nodes in the distributed link are used for executing corresponding service interfaces according to the received user requests, generating service interface calling information and determining scene labels corresponding to the user requests;
and the detection device is used for acquiring the service interface calling information and the scene labels from each application node and determining the link indexes of each scene label according to the service interface calling information of each scene label.
In one embodiment, the first application node that receives the user request is specifically configured to: determining a scene label corresponding to a first service interface which a user request enters, and transmitting the scene label and the user request to a next application node;
wherein the context label and the user request are transmitted between the respective application nodes in the distributed link.
In one embodiment, the service interface invocation information includes: the link ID, the service interface execution result corresponding to the link ID and the service interface execution time are consumed;
the link metrics include: link transaction rate, link transaction success rate and link average execution time consumption;
the detection device is specifically used for:
determining the number of links according to the link ID;
determining the link transaction rate of each scene label according to the link quantity of each scene label and the link execution time obtained in advance;
determining a link execution result of each link according to a service interface execution result of the same link ID;
determining the link transaction success rate of each scene label according to the link quantity of each scene label and the link execution result;
and determining the average link execution time consumption of each scene tag according to the service interface execution time consumption of the same link ID of each scene tag.
In one embodiment, the detection device is further configured to:
when the link execution result is failure, outputting a first alarm signal; the first alarm signal includes a scene tag corresponding to the link ID.
In one embodiment, the detection device is further configured to:
comparing the link index of each scene label with the historical link index of each scene label, and outputting a second alarm signal according to the comparison result; the second alarm signal comprises a scene label corresponding to the link index.
To sum up, the application node of the tracking detection system based on the distributed link according to the embodiment of the present invention executes the corresponding service interface according to the received user request, generates the service interface call information and determines the scene tag corresponding to the user request, and the detection device obtains the service interface call information and the scene tag from each application node, and determines the link index of each scene tag according to the service interface call information of each scene tag, so that the link index of a specific scene can be determined, and the monitoring requirement of a specific scene dimension is met.
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.
Those of skill in the art will further appreciate that the various illustrative logical blocks, units, and steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations of both. To clearly illustrate the interchangeability of hardware and software, various illustrative components, elements, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented as hardware or software depends upon the particular application and design requirements of the overall system. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present embodiments.
The various illustrative logical blocks, or elements, or devices described in connection with the embodiments disclosed herein may be implemented or performed with a general purpose processor, a digital signal processor, an Application Specific Integrated Circuit (ASIC), a field programmable gate array or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein. A general-purpose processor may be a microprocessor, but in the alternative, the processor may be any conventional processor, controller, microcontroller, or state machine. A processor may also be implemented as a combination of computing devices, e.g., a digital signal processor and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a digital signal processor core, or any other similar configuration.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may be stored in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art. For example, a storage medium may be coupled to the processor such the processor can read information from, and write information to, the storage medium. In the alternative, the storage medium may be integral to the processor. The processor and the storage medium may reside in an ASIC, which may be located in a user terminal. In the alternative, the processor and the storage medium may reside in different components in a user terminal.
In one or more exemplary designs, the functions described above in connection with the embodiments of the invention may be implemented in hardware, software, firmware, or any combination of the three. If implemented in software, the functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium. Computer-readable media includes both computer storage media and communication media that facilitate transfer of a computer program from one place to another. Storage media may be any available media that can be accessed by a general purpose or special purpose computer. For example, such computer-readable media can include, but is not limited to, RAM, ROM, EEPROM, CD-ROM or other optical disk storage, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to carry or store program code in the form of instructions or data structures and which can be read by a general-purpose or special-purpose computer, or a general-purpose or special-purpose processor. Additionally, any connection is properly termed a computer-readable medium, and, thus, is included if the software is transmitted from a website, server, or other remote source via a coaxial cable, fiber optic cable, twisted pair, Digital Subscriber Line (DSL), or wirelessly, e.g., infrared, radio, and microwave. Such discs (disk) and disks (disc) include compact disks, laser disks, optical disks, DVDs, floppy disks and blu-ray disks where disks usually reproduce data magnetically, while disks usually reproduce data optically with lasers. Combinations of the above may also be included in the computer-readable medium.
Claims (10)
1. A tracking detection method based on distributed links is characterized by comprising the following steps:
an application node in a distributed link executes a corresponding service interface according to a received user request, generates service interface calling information and determines a scene label corresponding to the user request;
the detection device acquires service interface calling information and scene labels from each application node, and determines the link index of each scene label according to the service interface calling information of each scene label.
2. The distributed link based trace detection method according to claim 1, wherein:
the first application node receiving the user request determines a scene label corresponding to a first service interface entered by the user request, and transmits the scene label and the user request to the next application node;
wherein the context label and the user request are transmitted between respective application nodes in the distributed link.
3. The distributed link based trace detection method according to claim 1, wherein the service interface invocation information includes: the link ID, and a service interface execution result and service interface execution time corresponding to the link ID;
the link metrics include: link transaction rate, link transaction success rate and link average execution time consumption;
the step of determining the link index of each scene label by the detection device according to the service interface calling information of each scene label comprises the following steps:
the detection device determines the number of links according to the link ID;
the detection device determines the link transaction rate of each scene label according to the link quantity of each scene label and the link execution time obtained in advance;
the detection device determines the link execution result of each link according to the service interface execution result of the same link ID;
the detection device determines the link transaction success rate of each scene label according to the link quantity and the link execution result of each scene label;
and the detection device determines the average link execution time consumption of each scene tag according to the execution time consumption of the service interface of the same link ID of each scene tag.
4. The distributed link based trace detection method according to claim 3, further comprising:
when the link execution result is failure, the detection device outputs a first alarm signal; the first alarm signal comprises a scene tag corresponding to the link ID.
5. The distributed link based trace detection method according to claim 1, further comprising:
the detection device compares the link index of each scene label with the historical link index of each scene label, and outputs a second alarm signal according to the comparison result; the second alarm signal comprises a scene label corresponding to the link index.
6. A distributed link based trace detection system, comprising:
the application nodes in the distributed link are used for executing corresponding service interfaces according to received user requests, generating service interface calling information and determining scene labels corresponding to the user requests;
and the detection device is used for acquiring the service interface calling information and the scene labels from each application node and determining the link indexes of each scene label according to the service interface calling information of each scene label.
7. The distributed link based trace detection system of claim 6,
the first application node receiving the user request is specifically configured to: determining a scene label corresponding to a first service interface entered by the user request, and transmitting the scene label and the user request to a next application node;
wherein the context label and the user request are transmitted between respective application nodes in the distributed link.
8. The distributed link based trace detection system according to claim 6, wherein the service interface invocation information includes: the link ID, and a service interface execution result and service interface execution time corresponding to the link ID;
the link metrics include: link transaction rate, link transaction success rate and link average execution time consumption;
the detection device is specifically configured to:
determining the number of links according to the link ID;
determining the link transaction rate of each scene label according to the link quantity of each scene label and the link execution time obtained in advance;
determining a link execution result of each link according to a service interface execution result of the same link ID;
determining the link transaction success rate of each scene label according to the link quantity of each scene label and the link execution result;
and determining the average link execution time consumption of each scene tag according to the service interface execution time consumption of the same link ID of each scene tag.
9. The distributed link based trace detection system according to claim 8, wherein the detection means is further configured to:
when the link execution result is failure, outputting a first alarm signal; the first alarm signal comprises a scene tag corresponding to the link ID.
10. The distributed link based trace detection system according to claim 6, wherein the detection means is further configured to:
comparing the link index of each scene label with the historical link index of each scene label, and outputting a second alarm signal according to the comparison result; the second alarm signal comprises a scene label corresponding to the link index.
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