CN111367751A - End-to-end data monitoring method and device - Google Patents
End-to-end data monitoring method and device Download PDFInfo
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- CN111367751A CN111367751A CN201811599895.XA CN201811599895A CN111367751A CN 111367751 A CN111367751 A CN 111367751A CN 201811599895 A CN201811599895 A CN 201811599895A CN 111367751 A CN111367751 A CN 111367751A
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- 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
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
Abstract
The invention discloses an end-to-end data monitoring method and device. The monitoring device comprises a matching unit, a modifying unit and a collecting unit; the monitoring method comprises the following steps: matching data streams output by the first terminal WEB container bottom layer according to the monitoring purpose; data modification is carried out on the successfully matched data, 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; when the modified data stream flows through the second terminal, the terminal data is used for acquiring the second terminal data by embedding codes, and the monitoring data comprising the first terminal data and the second terminal data is acquired by monitoring the second terminal, so that the end-to-end data monitoring is realized. The invention can realize end-to-end data monitoring and realize the butt joint of the data from the terminal to the application terminal.
Description
Technical Field
The invention relates to the technical field of application performance management, in particular to an end-to-end data monitoring method and device.
Background
Application Performance Management (APM) is directed to monitoring and managing the Performance and availability of Application software. By monitoring and diagnosing performance problems of complex applications, good operation of software applications is ensured.
At present, the APM system with an open source mainly adopts server side monitoring, almost no end-to-end monitoring exists, and the monitoring mode is single.
Disclosure of Invention
The invention provides an end-to-end data monitoring method and device, which aim to solve the problems that an APM (advanced persistent scheduling) monitoring mode is single and end-to-end monitoring cannot be realized.
One aspect of the present invention provides a monitoring method, including: matching data streams output by the first terminal WEB container bottom layer according to the monitoring purpose; data modification is carried out on the successfully matched data, 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; when the modified data stream flows through the second terminal, the terminal data is used for acquiring the second terminal data by embedding codes, and the monitoring data comprising the first terminal data and the second terminal data is acquired by monitoring the second terminal, so that the end-to-end data monitoring is realized.
Another aspect of the present invention provides a monitoring apparatus, comprising: the matching unit is used for matching the data stream output by the first terminal WEB container bottom layer according to the monitoring purpose; the modifying unit is used for modifying the data successfully matched, the data modification comprises the writing of terminal data embedded codes and the 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 acquiring the 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 matches the data output from the bottom layer of the WEB container of the first terminal, and modifies the successfully matched data by writing in the embedded code of the terminal data and writing back the key data, so that the second terminal can acquire the data of the second terminal by using the embedded code of the terminal data and acquire the data of the first terminal from the data stream when the modified data stream flows to the second terminal, and the second terminal can acquire the data of the first terminal, so that when monitoring the second terminal, the second terminal and part of the data of the first terminal can be simultaneously acquired from the second terminal, the intercommunication of end-to-end data is completed, and the monitoring of the end-to-end data is realized.
Drawings
FIG. 1 is a flow chart of a method for end-to-end data monitoring according to an embodiment of the present invention;
FIG. 2 is a block diagram of an end-to-end data monitoring apparatus according to an embodiment of the present invention;
fig. 3 is a schematic diagram of a hardware structure of an end-to-end data monitoring apparatus according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail with reference to the accompanying drawings.
Hereinafter, embodiments of the present invention will be described with reference to the accompanying drawings. It is to be understood that such description is merely illustrative and not intended to limit the scope of the present invention. Moreover, in the following description, descriptions of well-known structures and techniques are omitted so as to not unnecessarily obscure the concepts of 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" and the like as used herein are also intended to include the meanings of "a plurality" and "the" unless the context clearly dictates 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 is noted that the terms used herein should be interpreted as having a meaning that is consistent with the context of this specification and should not be interpreted in an idealized or overly formal sense.
Some block diagrams and/or flow diagrams are shown in the figures. It will be understood that some blocks of the block diagrams and/or flowchart illustrations, or combinations thereof, 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, which execute via the processor, create means for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
Thus, the techniques of the present invention may be implemented in hardware and/or in software (including firmware, microcode, etc.). Furthermore, the techniques of this disclosure 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, the computer readable medium can 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 Drives (HDDs); optical storage devices, such as compact disks (CD-ROMs); a memory, such as a Random Access Memory (RAM) or a flash memory; and/or wired/wireless communication links.
The overall concept of the invention is as follows: the method comprises the steps of monitoring output data flow of a WEB container bottom layer of a first terminal, matching the data flow based on a monitoring purpose, writing terminal data embedded codes into successfully matched data, and writing back key data of the first terminal, so that a second terminal can conveniently acquire the data of the first terminal, and 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, and as shown in fig. 1, the method according to the embodiment includes:
and S110, matching the data stream output by the first terminal WEB container bottom layer according to the monitoring purpose.
And S120, performing 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.
S130, when the modified data stream flows through the second terminal, the terminal data are used for embedding codes to acquire the second terminal data, and monitoring data comprising the first terminal data and the second terminal data are acquired through monitoring the second terminal, so that end-to-end data monitoring is realized.
In this embodiment, data output from the bottom layer of the first terminal WEB container is matched, and data successfully matched is modified by writing in terminal data embedded codes and writing back key data, so that when a modified data stream flows through the second terminal, the second terminal can acquire second terminal data by using the terminal data embedded codes and acquire first terminal data from the data stream, and the second terminal can acquire the first terminal data, so that when monitoring the second terminal, the second terminal can simultaneously acquire the second terminal data and part of the first terminal data from the second terminal, thereby completing intercommunication of end-to-end data and realizing monitoring of end-to-end data.
The following describes the steps S110 to S130 in detail, and the present embodiment may utilize the monitoring end to execute the steps S110 to S130.
First, step S110 is executed, i.e. matching the data stream output by the first terminal WEB container bottom layer according to the monitoring purpose.
Assuming that the first terminal is a server and the second terminal is a client or an application, when the access condition of the client to the server needs to be monitored, the data stream output by the bottom layer of the server WEB container can be matched to match the data stream related to the access condition.
After matching the data stream output by the first terminal WEB container bottom layer, continuing to execute step S120, that is, performing data modification on the successfully matched data, where the data modification includes writing of a terminal data embedded code and write-back of key data, the terminal data embedded code is used for data acquisition, and the key data includes the first terminal data.
In the embodiment, the successfully matched data is modified by writing in the terminal data embedded codes and writing back the key data, and most of script files of the terminal are in a common static state, so that the terminal data embedded codes are cached in the embodiment, and the concurrent pressure on the system is reduced by adopting a file separation mode.
For example, before the monitoring end performs data modification, the terminal data embedded code is cached in a system memory of the monitoring end in advance, and when data modification is performed on successfully matched data streams, the terminal data embedded code is directly read from the cache and written into a data script, so that the concurrent pressure on the system is reduced.
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 of acquiring metadata of a first terminal includes: and acquiring metadata of the first terminal from the monitoring information of the APM system on the first terminal, wherein the metadata comprises duration data and state data. For example, the APM system may be used to monitor the first terminal, so that the relevant 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, the method for acquiring the application data of the first terminal comprises the following steps: the method includes the steps that application data of a first terminal are obtained from the first terminal according to a monitoring purpose, and the application data comprise data such as an HTTP (Hyper text transfer Protocol) state and corresponding data volume.
In one embodiment, a method of acquiring user data of a first terminal includes: and according to the user description information, carrying out recursive reading, matching and user object construction on the data stored in the container memory of the first terminal, and acquiring 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 through the configuration information, an object description consistent with the configuration information is recursively traversed, the object is constructed through mechanisms such as reflection, and then, an attribute acquisition method of the object is recursively repeated until core information of the user is acquired.
After the key data of the first terminal is acquired, the acquired key data can be written back to the data script of the successfully matched data stream, so that the data script and the data stream flow to the second terminal together.
After the successfully matched 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 acquired by using the terminal data embedded code, and the monitoring data including the first terminal data and the second terminal data is acquired by monitoring the second terminal, so as to implement end-to-end data monitoring.
When the modified data stream flows through the second terminal, the terminal data embedded code may be used to acquire second terminal data, for example, the terminal data embedded code is used to acquire service data and performance data of the second terminal, where the service data includes a page URL (Uniform Resource Locator), user data (such as a login name and a login ID), and the performance data includes page rendering time, page response time, and the like.
Acquiring the first terminal data at the second terminal comprises: acquiring first terminal data cached in a second terminal memory, and integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream to obtain integrated first terminal data; and acquiring monitoring data comprising the second terminal data and the integrated first terminal data by monitoring the second terminal.
The embodiment can integrate end-to-end data, really realizes the intercommunication of the data from the terminal to the application end, and can 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 terminal.
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 apparatus according to an embodiment of the present invention, and as shown in fig. 2, the monitoring apparatus according to the embodiment includes:
the matching unit 21 is used for matching the data stream output by the first terminal WEB container bottom layer according to the monitoring purpose;
the modifying unit 22 is configured to modify the successfully matched data, where the data modification includes writing of a terminal data embedded code and write-back of key data, the terminal data embedded code is used for data acquisition, and the key data includes first terminal data;
the acquiring unit 23 is configured to acquire second terminal data by using the terminal data embedded code when the modified data stream flows through the second terminal, and monitor data including the first terminal data and the second terminal data by monitoring the second terminal, so as to implement 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 cache unit is used for caching the terminal data embedded codes.
In one embodiment, the monitoring device further comprises:
the system comprises a first acquisition unit, a second acquisition unit and a third acquisition unit, wherein the first acquisition unit is used for acquiring metadata of a 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 performing recursive reading, matching and user object construction on the data stored in the first terminal container memory 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 first terminal data cached in a second terminal memory, and integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream to acquire the integrated first terminal data;
and the acquisition unit 23 is configured to acquire monitoring data including the second terminal data and the integrated first terminal data by monitoring the second terminal.
For the device embodiments, since they substantially correspond to the method embodiments, reference may be made to the partial description of the method embodiments for relevant points. The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
The monitoring device provided by the application can be realized by software, and also can be realized by hardware or a combination of hardware and software. Taking a software implementation as an example, referring to fig. 3, the end-to-end data monitoring apparatus provided in the present application may include a processor 301 and a machine-readable storage medium 302 storing machine-executable instructions. The processor 301 and the machine-readable storage medium 302 may communicate via a system bus 303. Also, by reading and executing machine-executable instructions in the machine-readable storage medium 302 corresponding to the end-to-end data monitoring logic, the processor 301 may perform the end-to-end data monitoring methods described above.
The machine-readable storage medium 302 referred to herein may be any electronic, magnetic, optical, or other physical storage device that can contain or store information such as executable instructions, data, and the like. For example, the machine-readable storage medium may be: a RAM (random Access Memory), a volatile Memory, a non-volatile Memory, a flash Memory, a storage drive (e.g., a hard drive), a solid state drive, any type of storage disk (e.g., a compact disk, a DVD, etc.), or similar storage medium, or a combination thereof.
According to an example disclosed herein, there is also provided 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.
For the convenience of clearly describing the technical solutions of the embodiments of the present invention, in the embodiments of the present invention, the words "first", "second", and the like are used to distinguish the same items or similar items with basically the same functions and actions, and those skilled in the art can understand that the words "first", "second", and the like do not limit the quantity and execution order.
While the foregoing is directed to embodiments of the present invention, other modifications and variations of the present invention may be devised by those skilled in the art in light of the above teachings. It should be understood by those skilled in the art that the foregoing detailed description is for the purpose of better explaining the present invention, and the scope of the present invention should be determined by the scope of the appended claims.
Claims (10)
1. An end-to-end data monitoring method, comprising:
matching data streams output by the first terminal WEB container bottom layer according to the monitoring purpose;
performing data modification on 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 when the modified data stream flows through a second terminal, acquiring the data of the second terminal by using the terminal data embedded code, and monitoring the second terminal to obtain monitoring data comprising the first terminal data and the second terminal data so as to realize end-to-end data monitoring.
2. The method of claim 1, further comprising:
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. The method of claim 3, wherein the critical 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 according to the user description information, carrying out recursive reading, matching and user object construction on the data stored in the first terminal container memory, and acquiring the user data of the first terminal.
5. The method according to claim 1, wherein the obtaining of the monitoring data including the first terminal data and the second terminal data through the monitoring of the second terminal comprises:
acquiring first terminal data cached in the second terminal memory, and integrating the first terminal data cached in the second terminal memory with the first terminal data in the data stream to acquire the integrated first terminal data;
and acquiring monitoring data comprising second terminal data and the integrated first terminal data by monitoring the second terminal.
6. An end-to-end data monitoring apparatus, comprising:
the matching unit is used for matching the data stream output by the first terminal WEB container bottom layer according to the monitoring purpose;
the modifying unit is used for carrying out data modification on 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 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.
7. The apparatus of claim 6, further comprising:
and the cache 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 of claim 8, further comprising:
a first obtaining unit, configured to obtain metadata of the first terminal from monitoring information of the first terminal by an Application Performance Management (APM) system;
a second obtaining unit, configured to obtain application data of the first terminal from the first terminal according to a monitoring purpose;
and the third obtaining unit is used for performing recursive reading and matching on the data stored in the first terminal container memory according to the user description information, constructing a user object and obtaining the user data of the first terminal.
10. The apparatus of claim 6, further comprising:
the processing unit is used for acquiring the first terminal data cached in the memory of the second terminal, and integrating the first terminal data cached in the memory of the second terminal with the first terminal data in the data stream to obtain the integrated first terminal data;
and the acquisition unit is used for acquiring monitoring data comprising second terminal data and the integrated first terminal data through monitoring the second terminal.
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