CN111159590A - Serial connection method and device based on front-end and back-end service call links - Google Patents
Serial connection method and device based on front-end and back-end service call links Download PDFInfo
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Abstract
The invention discloses a tandem method based on a front-end and back-end service call link, which carries out customized embedding on a front-end page in advance and comprises the following steps: when detecting a link of a front-end page clicking a target service, generating a global identification matched with the target service; adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service; transmitting the link data, the behavior data, the performance data and the anomaly data to a data collector at a back end; and when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction. In the above concatenation method, the link concatenation from the front page to the data collector at the back end is realized.
Description
Technical Field
The invention relates to the technical field of internet, in particular to a tandem method and a tandem device based on front-end and back-end service call links.
Background
The existing application Performance management (apm) (application Performance management) mainly aims at the back-end application link series connection, and basically blank the front-end service monitoring, even if the front-end monitoring exists, the front-end monitoring mainly aims at a single page and cannot be distinguished according to the service.
Aiming at the business operation of the APM front end and the application link of the back end, a finished business link is formed after the business operation and the application link are connected in series, and the analysis and the monitoring of the whole link can be realized by lacking a series connection method based on a front-end and back-end business calling link.
Disclosure of Invention
In view of this, the present invention provides a tandem method and an apparatus based on a front-end and back-end service call link, so as to solve the problem that a complete service link is formed after tandem aiming at a service operation of an APM front-end and an application link of a back-end, and a tandem method based on a front-end and back-end service call link is lacking to implement analysis and monitoring of a full link. The specific scheme is as follows:
a tandem method based on front-end and back-end service call links carries out customized embedding on a front-end page in advance, and comprises the following steps:
when detecting a link of a front-end page clicking a target service, generating a global identification matched with the target service;
adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service;
transmitting the link data, the behavior data, the performance data and the anomaly data to a data collector at a back end;
and when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction.
Optionally, the method described above, wherein passing the link data, the behavior data, the performance data, and the anomaly data to the data collector includes:
transmitting the link data to a back-end service application, and transmitting the link information to the data collector for storage in a UDP (user datagram protocol) mode by the service application through a java agent mechanism;
the behavioral data, the performance data, and the anomaly data are communicated directly to the data collector.
The above method, optionally, further includes:
acquiring a template grammar;
transmitting the template grammar to a back-end service application in a cookie mode;
and the service application transmits the template grammar to the data collector for storage in a UDP mode through a java agent mechanism.
The above method, optionally, further includes:
storing the behavioral data, performance data, and anomaly data in the data collector in a first database via a publish-subscribe schema;
storing the link data in the data collector into a second database.
Optionally, in the above method, when the data collector receives a retrieval instruction, matching target data among the link data, the behavior data, the performance data, and the abnormal data according to the retrieval instruction includes:
analyzing the key words contained in the retrieval instruction;
determining a target database according to the key, wherein the target database is at least one of the first database and the second database;
and searching the target data matched with the keywords in the target database.
A tandem device based on front-end and back-end service call links, which carries out customized embedding on a front-end page in advance, comprises:
the generating module is used for generating a global identification matched with the target service when the link of the front-end page clicking the target service is detected;
the adding module is used for adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service;
a first transmission module, configured to transmit the link data, the behavior data, the performance data, and the anomaly data to a data collector at a back end;
and the matching module is used for matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction when the data collector receives the retrieval instruction.
The above apparatus, optionally, the first transfer module includes:
the first transmission unit is used for transmitting the link data to a back-end service application, and the service application transmits the link information to the data collector for storage in a UDP mode through a java agent mechanism;
a second transfer unit for directly transferring the behavior data, the performance data, and the anomaly data to the data collector.
The above apparatus, optionally, further comprises:
the acquisition module is used for acquiring the template grammar;
the second transmission module is used for transmitting the template grammar to a back-end service application in a cookie mode;
and the transmission and storage module is used for transmitting the template grammar to the data collector for storage in a UDP mode by the business application through a java agent mechanism.
The above apparatus, optionally, further comprises:
a first storage module, configured to store the behavior data, the performance data, and the abnormal data in a first database in a publish-subscribe pattern in the data collector;
a second storage module for storing the link data in the data collector into a second database.
The above apparatus, optionally, the matching module includes:
the analysis unit is used for analyzing the key words contained in the retrieval instruction;
a determining unit, configured to determine a target database according to the key, where the target database is at least one of the first database and the second database;
and the searching unit is used for searching the target data matched with the keyword in the target database.
Compared with the prior art, the invention has the following advantages:
the invention discloses a tandem method based on a front-end and back-end service call link, which carries out customized embedding on a front-end page in advance and comprises the following steps: when detecting a link of a front-end page clicking a target service, generating a global identification matched with the target service; adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service; transmitting the link data, the behavior data, the performance data and the anomaly data to a data collector at a back end; and when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction. In the above concatenation method, the link concatenation from the front page to the data collector at the back end is realized.
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 or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a flowchart of a tandem method based on a front-end and back-end service call link disclosed in an embodiment of the present application;
fig. 2 is a flowchart of another method for a tandem method based on a front-end and back-end service call link disclosed in the embodiment of the present application;
fig. 3 is a schematic flow chart illustrating a serial method for calling a link based on front and back end services according to an embodiment of the present application;
fig. 4 is a block diagram of a tandem device based on a front-end and back-end service call link according to an embodiment of the present disclosure.
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.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
The invention discloses a tandem method and a tandem device based on a front-end and back-end service call link, which are applied to the end-to-end monitoring process of service operation. In the embodiment of the invention, the remote service call link at the back end of the application system is collected through the lossless java probe, the monitoring of the front-end page interface operation is realized through the customized embedding point of the front-end page, and the series connection of the front-end business operation and the back-end business service link is realized through a customized mode. Wherein the customized buried point comprises: performing js point burying on a front-end page, comprising: and performing Java agent embedding on the behavior information, the performance information and the abnormal information in the back-end service application. The execution flow of the tandem method is shown in fig. 1, and comprises the following steps:
s101, when a link of a front-end page clicking target service is detected, generating a global identification matched with the target service;
in this embodiment of the present invention, the front-end page includes multiple services, the target service is a service that the front-end page is opening, the front-end page may be a browser, the global identifier is used to distinguish different services, and preferably, the global identifier may be a traced, for example: and detecting that the front-end page clicks a target service menu to start, and generating a global traceId.
S102, adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service;
in the embodiment of the invention, the global identifier is attached to the URL, so that all pages of the target service are ensured to have the global identifier traceId, when the target service is clicked, js embedded point of the front-end page is triggered, the global identifier is added to link data, behavior data, performance data and abnormal data corresponding to the target service, wherein the link data, the behavior data, the performance data and the abnormal data are acquired by a data acquisition module.
S103, transmitting the link data, the behavior data, the performance data and the abnormal data to a data collector at the back end;
in the embodiment of the invention, aiming at the link data, the link data is transmitted to a back-end service application, the service application transmits the link information to the data collector for storage in a UDP mode through a java agent mechanism, wherein the service application comprises at least one java agent, and back-end service call data between the java agents are also transmitted to the data collector. And directly transmitting the behavior data, the performance data and the exception data to the data collector through the Restful interface aiming at the behavior data, the performance data and the exception data.
Further, the behavior data, the performance data and the abnormal data are stored in the data collector through a publish-subscribe pattern, and the execution flow is as follows: after the behavior data, the performance data and the abnormal data are processed through a kafka platform, the behavior data, the performance data and the abnormal data are stored in a first database through kafka Connect, and kafka is a high-throughput distributed publish-subscribe messaging system which can process all action flow data of a consumer in a front-end page. Storing the link data in the data collector to a second database, which may be an Hbase database.
And S104, when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction.
In the embodiment of the invention, a retrieval instruction is input through a retrieval server, and when the data collector receives the retrieval instruction, target data is matched in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction. Preferably, the search server is an ElasticSearch, and the ElasticSearch is a Lucene-based search server. It provides a distributed multi-user capable full-text search engine based on restful web interface. The Elasticsearch was developed in the Java language and published as open source under the Apache licensing terms, a popular enterprise level search engine.
Preferably, the target data is displayed, and the displayed content includes: the full links are connected in series. Service handling time consumption analysis, operation behavior analysis, error problem analysis and performance problem analysis. By global traceId concatenation, optimization opinions can be made on aspects such as performance/usability of the system.
The invention discloses a tandem method based on a front-end and back-end service call link, which carries out customized embedding on a front-end page in advance and comprises the following steps: when detecting a link of a front-end page clicking a target service, generating a global identification matched with the target service; adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service; transmitting the link data, the behavior data, the performance data and the anomaly data to a data collector at a back end; and when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction. In the above concatenation method, the link concatenation from the front page to the data collector at the back end is realized.
In the embodiment of the present invention, when the data collector receives a retrieval instruction, an execution flow of matching target data among the link data, the behavior data, the performance data, and the abnormal data according to the retrieval instruction is shown in fig. 2, and includes the steps of:
s201, analyzing keywords contained in the retrieval instruction;
in the embodiment of the present invention, the search instruction is analyzed to obtain at least one keyword included in the search instruction, for example, the keyword may be a keyword such as a type, date, or name of data.
S202, determining a target database according to the key, wherein the target database is at least one of the first database and the second database.
In the embodiment of the invention, corresponding identifiers in the first database and the second database are obtained, the keywords are traversed, the keywords are compared with the corresponding identifiers, and the database corresponding to the identifier matched with the keywords is taken as the target database.
S203, searching the target data matched with the keywords in the target database.
In the embodiment of the invention, the target data are traversed, and the target data matched with the keywords are searched according to the keywords, wherein a plurality of target data may exist, but the similarity between each target data and the keywords is different. Preferably, the target data are displayed according to the sequence from high matching degree to low matching degree.
In the embodiment of the present invention, a schematic flow chart of the implementation of the tandem method is shown in fig. 3, wherein,
(1) the operational link starts with the front-end page: when the front-end page opens a certain service menu, the traceId of the link is generated, and monitoring starts at the front-end page.
(2) Template grammar self-defining service, operation steps and the like: and defining template grammar, defining our service, operation steps and the like by adding attributes in the html tag, and realizing front-end service monitoring.
(3) Front and back end unified link traceId: the traceId of the front-end link is transmitted to the back-end in a cookie mode when the link requests the background, and is connected with the link of the back-end in series.
(4) And (3) analyzing the behavior performance: analyzing the service which consumes the most time to transact by transacting the service, and determining whether the process can be optimized or not; and analyzing the operation track of the user page through behavior analysis, and analyzing whether the layout or the operation logic of the front-end page is unreasonable or not to optimize.
In the embodiment of the invention, the service monitoring starts from a front-end page, generates a uniform link traceId, and is connected in series between the front-end page operation and a back-end request, so that the series connection of a full link is realized. And through behavior analysis and performance analysis, modification basis and scheme are provided for later performance and usability.
Based on the foregoing tandem method based on the front-end and back-end service call links, in an embodiment of the present invention, a tandem device based on the front-end and back-end service call links is provided, a structural block diagram of the tandem device is shown in fig. 4, a point is pre-customized and embedded in a front-end page, and the method includes:
a generation module 301, an addition module 302, a first transfer module 303 and a matching module 304.
Wherein the content of the first and second substances,
the generating module 301 is configured to generate a global identifier matching with a target service when a link of the target service clicked by a front-end page is detected;
the adding module 302 is configured to add the global identifier to link data, behavior data, performance data, and abnormal data corresponding to the target service;
the first transmitting module 303 is configured to transmit the link data, the behavior data, the performance data, and the anomaly data to a data collector at a back end;
the matching module 304 is configured to, when the data collector receives a retrieval instruction, match target data among the link data, the behavior data, the performance data, and the abnormal data according to the retrieval instruction.
The invention discloses a tandem device based on a front-end and back-end service calling link, which carries out customized embedding on a front-end page in advance and comprises the following steps: when detecting a link of a front-end page clicking a target service, generating a global identification matched with the target service; adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service; transmitting the link data, the behavior data, the performance data and the anomaly data to a data collector at a back end; and when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction. In the above-mentioned serial connection device, the link serial connection from the front page to the data collector at the back end is realized.
In an embodiment of the present invention, the first transmission module includes:
a first transfer unit 305 and a second transfer unit 306.
Wherein the content of the first and second substances,
the first transmitting unit 305 is configured to transmit the link data to a back-end service application, where the service application transmits the link information to the data collector for storage in a UDP manner through a java agent mechanism, and;
the second transfer unit 306 is configured to directly transfer the behavior data, the performance data, and the anomaly data to the data collector.
In an embodiment of the present invention, the series connection device further includes:
an acquisition module 307, a second delivery module 308, and a delivery and storage module 309.
Wherein the content of the first and second substances,
the obtaining module 307 is configured to obtain a template grammar;
the second transfer module 308 is configured to transfer the template grammar to a service application at a back end in a cookie manner;
the transmitting and storing module 309 is configured to transmit the template grammar to the data collector for storage in a UDP manner through a java agent mechanism by the service application.
In an embodiment of the present invention, the series connection device further includes:
a first memory module 310 and a second memory module 311.
Wherein the content of the first and second substances,
the first storage module 310 is configured to store the behavior data, the performance data, and the anomaly data in the data collector in a first database through a publish-subscribe pattern;
the second storing module 311 is configured to store the link data in the data collector into a second database.
In this embodiment of the present invention, the matching module 304 includes:
a parsing unit 312, a determining unit 313 and a lookup unit 314.
Wherein the content of the first and second substances,
the parsing unit 312 is configured to parse the keyword included in the search instruction;
the determining unit 313 is configured to determine a target database according to the key, where the target database is at least one of the first database and the second database.
The searching unit 314 is configured to search the target database for target data matching the keyword.
It should be noted that, in the present specification, the embodiments are all described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments may be referred to each other. For the device-like embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
For convenience of description, the above devices are described as being divided into various units by function, and are described separately. Of course, the functions of the units may be implemented in the same software and/or hardware or in a plurality of software and/or hardware when implementing the invention.
From the above description of the embodiments, it is clear to those skilled in the art that the present invention can be implemented by software plus necessary general hardware platform. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which may be stored in a storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method according to the embodiments or some parts of the embodiments.
The tandem method and the tandem device based on the front-end and back-end service call links provided by the invention are introduced in detail, a specific example is applied in the text to explain the principle and the implementation mode of the invention, and the description of the above embodiment is only used for helping to understand the method and the core idea of the invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (10)
1. A tandem method based on front-end and back-end service call links is characterized in that point customization embedding is carried out on a front-end page in advance, and the method comprises the following steps:
when detecting a link of a front-end page clicking a target service, generating a global identification matched with the target service;
adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service;
transmitting the link data, the behavior data, the performance data and the anomaly data to a data collector at a back end;
and when the data collector receives a retrieval instruction, matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction.
2. The method of claim 1, wherein communicating the link data, the behavior data, the performance data, and the anomaly data to the data collector comprises:
transmitting the link data to a back-end service application, and transmitting the link information to the data collector for storage in a UDP (user datagram protocol) mode by the service application through a java agent mechanism;
the behavioral data, the performance data, and the anomaly data are communicated directly to the data collector.
3. The method of claim 1, further comprising:
acquiring a template grammar;
transmitting the template grammar to a back-end service application in a cookie mode;
and the service application transmits the template grammar to the data collector for storage in a UDP mode through a java agent mechanism.
4. The method of claim 1, further comprising:
storing the behavioral data, performance data, and anomaly data in the data collector in a first database via a publish-subscribe schema;
storing the link data in the data collector into a second database.
5. The method of claim 4, wherein matching target data among the link data, the behavior data, the performance data, and the anomaly data according to a retrieval instruction when the data collector receives the retrieval instruction comprises:
analyzing the key words contained in the retrieval instruction;
determining a target database according to the key, wherein the target database is at least one of the first database and the second database;
and searching the target data matched with the keywords in the target database.
6. A tandem device based on front-end and back-end service call links is characterized in that point burying customization is carried out on a front-end page in advance, and the method comprises the following steps:
the generating module is used for generating a global identification matched with the target service when the link of the front-end page clicking the target service is detected;
the adding module is used for adding the global identification to link data, behavior data, performance data and abnormal data corresponding to the target service;
a first transmission module, configured to transmit the link data, the behavior data, the performance data, and the anomaly data to a data collector at a back end;
and the matching module is used for matching target data in the link data, the behavior data, the performance data and the abnormal data according to the retrieval instruction when the data collector receives the retrieval instruction.
7. The apparatus of claim 6, wherein the first delivery module comprises:
the first transmission unit is used for transmitting the link data to a back-end service application, and the service application transmits the link information to the data collector for storage in a UDP (user datagram protocol) mode through a java agent mechanism;
a second transfer unit for directly transferring the behavior data, the performance data, and the anomaly data to the data collector.
8. The apparatus of claim 6, further comprising:
the acquisition module is used for acquiring the template grammar;
the second transmission module is used for transmitting the template grammar to a back-end service application in a cookie mode;
and the transmission and storage module is used for transmitting the template grammar to the data collector for storage in a UDP mode by the business application through a java agent mechanism.
9. The apparatus of claim 6, further comprising:
a first storage module, configured to store the behavior data, the performance data, and the abnormal data in a first database in a publish-subscribe pattern in the data collector;
a second storage module for storing the link data in the data collector into a second database.
10. The apparatus of claim 9, wherein the matching module comprises:
the analysis unit is used for analyzing the key words contained in the retrieval instruction;
a determining unit, configured to determine a target database according to the key, where the target database is at least one of the first database and the second database;
and the searching unit is used for searching the target data matched with the keyword in the target database.
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| CN114629929A (en) * | 2022-03-16 | 2022-06-14 | 北京奇艺世纪科技有限公司 | Log recording method, device and system |
| CN115473839A (en) * | 2021-06-11 | 2022-12-13 | 北京字跳网络技术有限公司 | Data processing method, device and equipment based on buried point and storage medium |
| CN113868345B (en) * | 2021-10-11 | 2024-05-28 | 支付宝(杭州)信息技术有限公司 | Method and device for classifying business data in main body |
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