CN111367751B - End-to-end data monitoring method and device - Google Patents
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- CN111367751B CN111367751B CN201811599895.XA CN201811599895A CN111367751B CN 111367751 B CN111367751 B CN 111367751B CN 201811599895 A CN201811599895 A CN 201811599895A CN 111367751 B CN111367751 B CN 111367751B
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Abstract
The invention discloses an end-to-end data monitoring method and device. The monitoring device comprises a matching unit, a modifying unit and an acquisition unit; the monitoring method of the invention comprises the following steps: matching the data flow output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose; carrying out data modification on the successfully matched data, wherein the data modification comprises writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data comprises first terminal data; and when the modified data stream flows through the second terminal, acquiring second terminal data by using the terminal data embedded code, and acquiring monitoring data comprising the first terminal data and the second terminal data by monitoring the second terminal to realize end-to-end data monitoring. The invention can realize end-to-end data monitoring and the butt joint of the terminal to the application end data.
Description
Technical Field
The present invention relates to the field of application performance management technologies, and in particular, to an end-to-end data monitoring method and apparatus.
Background
Application performance management (Application Performance Management, APM) aims to monitor and manage the performance and availability of application software. By monitoring and diagnosing performance problems of complex applications, good operation of the software applications is ensured.
At present, the open-source APM system mainly monitors the service end, almost does not monitor the service end to end, and the monitoring mode is single.
Disclosure of Invention
The invention provides an end-to-end data monitoring method and device, which are used for solving the problem that an APM monitoring mode is single and end-to-end monitoring cannot be realized.
One aspect of the present invention provides a monitoring method, including: matching the data flow output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose; carrying out data modification on the successfully matched data, wherein the data modification comprises writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data comprises first terminal data; and when the modified data stream flows through the second terminal, acquiring second terminal data by using the terminal data embedded code, and acquiring monitoring data comprising the first terminal data and the second terminal data by monitoring the second terminal to realize end-to-end data monitoring.
Another aspect of the present invention provides a monitoring apparatus, including: the matching unit is used for matching the data flow output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose; the data modification unit is used for carrying out data modification on the successfully matched data, wherein the data modification comprises writing of terminal data embedded codes and write-back of key data, the terminal data embedded codes are used for data acquisition, and the key data comprises first terminal data; and the acquisition unit is used for acquiring the second terminal data by using the terminal data embedded code when the modified data stream flows through the second terminal, and monitoring data comprising the first terminal data and the second terminal data is acquired through monitoring the second terminal, so that the end-to-end data monitoring is realized.
The invention matches the data output by the bottom layer of the WEB container of the first terminal, and through carrying out the writing of the terminal data embedded code and the writing-back modification of the key data on the successfully matched data, the second terminal can acquire the second terminal data by using the terminal data embedded code when the modified data flow flows to the second terminal, acquire the first terminal data from the data flow, realize that the second terminal can acquire the first terminal data, and can simultaneously acquire the second terminal data and part of the first terminal data from the second terminal when the second terminal is monitored, thereby completing the intercommunication of the end-to-end data and realizing the monitoring of the end-to-end data.
Drawings
FIG. 1 is a flow chart of an end-to-end data monitoring method according to an embodiment of the present invention;
FIG. 2 is a block diagram of an end-to-end data monitoring device according to an embodiment of the present invention;
fig. 3 is a schematic hardware structure of an end-to-end data monitoring device according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the embodiments of the present invention will be described in further detail with reference to the accompanying drawings.
Hereinafter, embodiments of the present invention will be described with reference to the accompanying drawings. It should be understood that the description is only illustrative and is not intended to limit the scope of the invention. In addition, in the following description, descriptions of well-known structures and techniques are omitted so as not to unnecessarily obscure the present invention.
The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. The words "a", "an", and "the" as used herein are also intended to include the meaning of "a plurality", etc., unless the context clearly indicates otherwise. Furthermore, the terms "comprises," "comprising," and the like, as used herein, specify the presence of stated features, steps, operations, and/or components, but do not preclude the presence or addition of one or more other features, steps, operations, or components.
All terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art unless otherwise defined. It should be noted that the terms used herein should be construed to have meanings consistent with the context of the present specification and should not be construed in an idealized or overly formal manner.
Some of the block diagrams and/or flowchart illustrations are shown in the figures. It will be understood that some blocks of the block diagrams and/or flowchart illustrations, or combinations of blocks in the block diagrams and/or flowchart illustrations, 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, or other programmable data processing apparatus, such that the instructions, when executed by the processor, create means for implementing the functions/acts specified in the block diagrams and/or flowchart.
Thus, the techniques of the present invention may be implemented in hardware and/or software (including firmware, microcode, etc.). Furthermore, the techniques of the present invention may take the form of a computer program product on a computer-readable medium having instructions stored thereon for use by or in connection with an instruction execution system. In the context of the present invention, a computer-readable medium may be any medium that can contain, store, communicate, propagate, or transport the instructions. For example, a computer-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, device, or propagation medium. Specific examples of the computer readable medium include: magnetic storage devices such as magnetic tape or hard disk (HDD); optical storage devices such as compact discs (CD-ROMs); a memory, such as a Random Access Memory (RAM) or a flash memory; and/or a wired/wireless communication link.
The invention has the following overall conception: the output data flow of the WEB container bottom layer of the first terminal is monitored so as to match the data flow based on the monitoring purpose, the writing of terminal data embedded codes and the writing back of key data of the first terminal are carried out on the successfully matched data, the second terminal can conveniently collect the data of the first terminal, and the end-to-end data intercommunication is completed.
Fig. 1 is a flowchart of an end-to-end data monitoring method according to an embodiment of the present invention, where, as shown in fig. 1, the method in this embodiment includes:
s110, matching the data flow output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose.
S120, data modification is carried out on the successfully matched data, the data modification comprises writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data comprises first terminal data.
And S130, when the modified data stream flows through the second terminal, acquiring second terminal data by using the terminal data embedded code, and acquiring monitoring data comprising the first terminal data and the second terminal data by monitoring the second terminal to realize end-to-end data monitoring.
According to the embodiment, the data output by the bottom layer of the WEB container of the first terminal is matched, and the writing of the terminal data embedded code and the writing back of the key data are carried out on the successfully matched data, so that the second terminal can acquire the second terminal data by using the terminal data embedded code when the modified data flow passes through the second terminal, and acquire the first terminal data from the data flow, the second terminal can acquire the first terminal data, and when the second terminal is monitored, the second terminal data and part of the first terminal data can be acquired from the second terminal at the same time, the end-to-end data intercommunication is completed, and the end-to-end data monitoring is realized.
The steps S110 to S130 are described in detail below, and the monitoring end may be used to execute the steps S110 to S130 in this embodiment.
Firstly, step S110 is executed, namely, matching the data stream output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose.
The first terminal is assumed to be a service terminal, the second terminal is a client or an application terminal, and when the access condition of the client to the service terminal needs to be monitored, the data flow output by the bottom layer of the WEB container of the service terminal can be matched, and the data flow related to the access condition can be matched.
After the data flow output by the bottom layer of the first terminal WEB container is matched, step S120 is continuously executed, namely, data modification is performed on the successfully matched data, the data modification includes writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data includes the first terminal data.
In this embodiment, the data successfully matched is modified by writing the terminal data embedded code and writing back the key data, and because the script files of the terminal are mostly public and static, the terminal data embedded code is cached in this embodiment, and the concurrent pressure on the system is reduced by adopting a file separation mode.
For example, before the monitoring end executes data modification, the terminal data embedded code is cached in the system memory of the monitoring end in advance, and when the data of the successfully matched data stream is modified, the terminal data embedded code is directly read from the cache and written into the data script so as to reduce the concurrency pressure on the system.
The key data in this embodiment includes metadata of the first terminal, application data of the first terminal, and user data of the first terminal.
In one embodiment, a method for acquiring metadata of a first terminal includes: and acquiring metadata of the first terminal from monitoring information of the APM system on the first terminal, wherein the metadata comprise duration data and state data. For example, the APM system may be used to monitor the first terminal, so that the related data of the first terminal may be obtained from the monitoring information of the first terminal, and thus the metadata of the first terminal may be obtained according to the monitoring purpose.
In one embodiment, a method for acquiring application data of a first terminal includes: application data of the first terminal is obtained from the first terminal according to the monitoring purpose, wherein the application data comprises HTTP (Hyper TextTransfer Protocol ) state, corresponding data quantity and the like.
In one embodiment, a method for acquiring user data of a first terminal includes: and according to the user description information, recursively reading, matching and constructing a user object on the data stored in the first terminal container, and obtaining the user data of the first terminal. For example, in the JAVA language, description information of a class method of a user may be configured, a Session object used is searched for through the configuration information, an object description consistent with the configuration information is recursively traversed, an object is constructed through mechanisms such as reflection, and then an attribute acquisition method of the object is recursively performed again until core information of the user is acquired.
After the key data of the first terminal is obtained, the obtained key data can be written back into the data script of the data stream successfully matched, so that the data script and the data stream flow together to the second terminal.
After the data is modified, step S130 is continuously executed, that is, when the modified data stream flows through the second terminal, the second terminal data is collected by using the terminal data embedded code, and the monitoring data including the first terminal data and the second terminal data is obtained by monitoring the second terminal, so that the end-to-end data monitoring is realized.
When the modified data stream flows through the second terminal, the terminal data embedded code may be used to collect second terminal data, for example, service data and performance data of the second terminal are collected by using the terminal data embedded code, where the service data includes a page URL (Uniform Resource Locator, same resource locator), user data (such as a login name, a login ID, etc.), and the performance data includes a page rendering time, a page response time, etc.
Acquiring the first terminal data on the second terminal includes: acquiring first terminal data cached in a second terminal memory, integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream, and acquiring integrated first terminal data; and acquiring monitoring data comprising the second terminal data and the integrated first terminal data through monitoring the second terminal.
The embodiment can integrate the end-to-end data, truly realize the intercommunication of the end-to-application end data, and reduce the use difficulty for the same caliber of a client or a user in the application process. When the monitoring method of the embodiment is applied, the acquisition of terminal information (including user information) can be realized without changing an application end.
Corresponding to the monitoring method, the embodiment of the invention also provides a monitoring device.
Fig. 2 is a block diagram of an end-to-end data monitoring device according to an embodiment of the present invention, and as shown in fig. 2, the monitoring device according to the present embodiment includes:
a matching unit 21, configured to match the data stream output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose;
the modification unit 22 is configured to perform data modification on successfully matched data, where the data modification includes writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data includes first terminal data;
and the acquisition unit 23 is configured to acquire the second terminal data by using the terminal data embedded code when the modified data stream flows through the second terminal, and acquire monitoring data including the first terminal data and the second terminal data by monitoring the second terminal, so as to realize end-to-end data monitoring.
The key data comprises metadata of the first terminal, application data of the first terminal and user data of the first terminal.
In one embodiment, the monitoring device further comprises: and the caching unit is used for caching the terminal data embedded codes.
In one embodiment, the monitoring device further comprises:
the first acquisition unit is used for acquiring metadata of the first terminal from monitoring information of the APM system on the first terminal;
the second acquisition unit is used for acquiring the application data of the first terminal from the first terminal according to the monitoring purpose;
and the third acquisition unit is used for recursively reading, matching and constructing a user object on the data stored in the first terminal container according to the user description information to acquire the user data of the first terminal.
In one embodiment, the monitoring device further comprises:
the processing unit is used for acquiring the first terminal data cached in the second terminal memory, integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream, and acquiring the integrated first terminal data;
and the acquisition unit 23 is used for acquiring the monitoring data comprising the second terminal data and the integrated first terminal data through monitoring the second terminal.
For the device embodiments, reference is made to the description of the method embodiments for the relevant points, since they essentially correspond to the method embodiments. The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
The monitoring device provided by the application can be realized by software, hardware or a combination of the hardware and the software. For example, and with reference to fig. 3, an end-to-end data monitoring apparatus provided herein may include a processor 301, a machine-readable storage medium 302 storing machine-executable instructions. The processor 301 and machine-readable storage medium 302 may communicate via a system bus 303. Also, the processor 301 may perform the end-to-end data monitoring method described above by reading and executing machine-executable instructions in the machine-readable storage medium 302 corresponding to the end-to-end data monitoring logic.
The machine-readable storage medium 302 referred to in this application may be any electronic, magnetic, optical, or other physical storage device that can contain or store information, such as executable instructions, data, or the like. For example, a machine-readable storage medium may be: RAM (Radom Access Memory, random access memory), volatile memory, non-volatile memory, flash memory, a storage drive (e.g., hard drive), a solid state drive, any type of storage disk (e.g., optical disk, DVD, etc.), or a similar storage medium, or a combination thereof.
According to an example disclosed herein, the present application also provides a machine-readable storage medium, such as machine-readable storage medium 302 in fig. 3, comprising machine-executable instructions executable by processor 301 in a monitoring device to implement the end-to-end data monitoring method described above.
In order to clearly describe the technical solution of the embodiments of the present invention, in the embodiments of the present invention, the terms "first", "second", etc. are used to distinguish the same item or similar items having substantially the same function and effect, and those skilled in the art will understand that the terms "first", "second", etc. do not limit the number and execution order.
The foregoing is merely a specific embodiment of the invention and other modifications and variations can be made by those skilled in the art in light of the above teachings. It is to be understood by persons skilled in the art that the foregoing detailed description is provided for the purpose of illustrating the invention more fully, and that the scope of the invention is defined by the appended claims.
Claims (10)
1. An end-to-end data monitoring method, comprising:
matching the data flow output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose;
carrying out data modification on successfully matched data, wherein the data modification comprises writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data comprises first terminal data;
and when the modified data stream flows through the second terminal, acquiring the second terminal data by utilizing the terminal data embedded code, and acquiring monitoring data comprising the first terminal data and the second terminal data by monitoring the second terminal to realize end-to-end data monitoring.
2. The method according to claim 1, wherein the method further comprises:
and caching the terminal data embedded code.
3. The method of claim 1, wherein the key data comprises metadata of the first terminal, application data of the first terminal, and user data of the first terminal.
4. A method according to claim 3, wherein the key data is obtained by:
acquiring metadata of the first terminal from monitoring information of an Application Performance Management (APM) system on the first terminal;
acquiring application data of a first terminal from the first terminal according to a monitoring purpose;
and recursively reading, matching and constructing a user object on the data stored in the first terminal container according to the user description information to acquire the user data of the first terminal.
5. The method according to claim 1, wherein the acquiring the monitoring data including the first terminal data and the second terminal data by monitoring the second terminal includes:
acquiring first terminal data cached in the second terminal memory, integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream, and acquiring integrated first terminal data;
and acquiring monitoring data comprising second terminal data and integrated first terminal data through monitoring the second terminal.
6. An end-to-end data monitoring apparatus, comprising:
the matching unit is used for matching the data flow output by the bottom layer of the WEB container of the first terminal according to the monitoring purpose;
the data modification unit is used for carrying out data modification on the successfully matched data, wherein the data modification comprises writing of terminal data embedded codes and writing back of key data, the terminal data embedded codes are used for data acquisition, and the key data comprises first terminal data;
and the acquisition unit is used for acquiring the second terminal data by using the terminal data embedded code when the modified data stream flows through the second terminal, and monitoring the second terminal to acquire monitoring data comprising the first terminal data and the second terminal data so as to realize end-to-end data monitoring.
7. The apparatus as recited in claim 6, further comprising:
and the caching unit is used for caching the terminal data embedded code.
8. The apparatus of claim 6, wherein the key data comprises metadata of the first terminal, application data of the first terminal, and user data of the first terminal.
9. The apparatus as recited in claim 8, further comprising:
a first obtaining unit, configured to obtain metadata of the first terminal from monitoring information of an application performance management APM system on the first terminal;
the second acquisition unit is used for acquiring the application data of the first terminal from the first terminal according to the monitoring purpose;
and the third acquisition unit is used for recursively reading, matching and constructing a user object on the data in the first terminal container according to the user description information to acquire the user data of the first terminal.
10. The apparatus as recited in claim 6, further comprising:
the processing unit is used for acquiring the first terminal data cached in the second terminal memory, integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream, and acquiring the integrated first terminal data;
the acquisition unit is used for acquiring monitoring data comprising second terminal data and integrated first terminal data through monitoring the second terminal.
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