CN117667610A - Visualization method, collector and device for k8s resource life cycle - Google Patents
Visualization method, collector and device for k8s resource life cycle Download PDFInfo
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- 238000012544 monitoring process Methods 0.000 claims abstract description 80
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- 230000004382 visual function Effects 0.000 claims abstract description 10
- 230000000007 visual effect Effects 0.000 claims description 15
- 238000012800 visualization Methods 0.000 claims description 9
- 238000004140 cleaning Methods 0.000 claims description 7
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Abstract
The invention discloses a visualization method, a collector and equipment for a k8s resource life cycle. The method, when applied to a collector, comprises the steps of: acquiring a request of a user for accessing a front-end webpage; deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage; collecting k8s resource life cycle data through a monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other; performing preliminary processing on the k8s resource life cycle data; and storing the preliminarily processed k8s resource life cycle data into a database, and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data. The method can visually display the life cycle condition of the k8s resource so as to help a user intuitively know and analyze the use condition and performance of the Kubernetes resource.
Description
Technical Field
The invention relates to a visualization method, a collector, client equipment and front-end webpage equipment of a k8s resource life cycle based on link monitoring.
Background
At present, cloud protogenesis technology is rapidly developed, and more enterprises begin to migrate traditional business to a cloud protogenesis environment. And k8s (k 8s is short for Kubernetes) is used as a standard of an infrastructure in the cloud primary age, and is widely applied.
Deployment of application software onto k8s will use many of the resources of k8 s. For example, the running of a software process may use resources such as discover, pod, etc., the network may use service resources, the storage may use pv, pvc resources, etc., and these resources may have a complete life cycle from initialization to running and reporting errors or ending.
The tracking of the life cycle of the resource is beneficial to the development or operation and maintenance personnel to know the states of all the components of the application software in time, so that when a problem is encountered, the problem cause can be conveniently checked.
However, in the prior art, there is no effective way to enable development or operation staff to intuitively monitor the life cycle of k8s resources.
Disclosure of Invention
Aiming at the defects in the prior art, the technical problem to be solved by the invention is to provide a visualization method, a collector, a client device and a front-end webpage device, wherein the method not only can effectively monitor the life cycle of k8s resources, but also can visually display the life cycle of k8s resources so as to help a user to intuitively know and analyze the use condition and performance of Kubernetes resources.
In a first aspect, the present invention provides a method for visualizing a k8s resource lifecycle based on link monitoring, the method being applied to a collector, the method comprising the steps of:
step A1: acquiring a request of a user for accessing a front-end webpage;
step A2: deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage;
step A3: collecting k8s resource life cycle data through a monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other;
step A4: performing preliminary processing on the k8s resource life cycle data;
step A5: and storing the preliminarily processed k8s resource life cycle data into a database, and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data.
Further, in the step A4, the preliminary processing is performed on the k8s resource life cycle data, which specifically includes:
formatting the k8s resource life cycle data; and/or the number of the groups of groups,
carrying out data cleaning treatment on the k8s resource life cycle data; and/or the number of the groups of groups,
and performing deduplication processing on the k8s resource life cycle data.
In a second aspect, the present invention provides a method for visualizing a lifetime of a k8s resource based on link monitoring, the method being applied to a client device, the method comprising the steps of:
step B1: monitoring a collector to acquire a request of a user for accessing a front-end webpage;
step B2: according to a request of a user for accessing a front-end webpage, monitoring k8s resource life cycle data, wherein the k8s resource life cycle data comprises resource creation data, resource deletion data and resource update data;
step B3: and returning the monitored k8s resource life cycle data to the collector so that the collector returns the collected k8s resource life cycle data to the front-end webpage based on the visual function of link monitoring.
Further, in step B2, the k8s resource life cycle data is monitored in a watch manner.
In a third aspect, the present invention provides a method for visualizing a k8s resource lifecycle based on link monitoring, where the method is applied to a front-end web device, and the method includes the following steps:
step C1: receiving a user access request;
step C2: according to the user access request, the user access request is sent to a collector to acquire k8s resource life cycle data returned by the collector;
step C3: and carrying out visual interaction processing with the user based on the k8s resource life cycle data.
Further, the step C3 specifically includes:
based on the k8s resource life cycle data, carrying out visual display on the data by using a visual library; and/or the number of the groups of groups,
based on the k8s resource lifecycle data, different visualization components are presented according to user operations or user requirements to present the state and changes of the k8s resources.
In a fourth aspect, the present invention provides a collector comprising:
the acquisition unit is used for acquiring a request of a user for accessing the front-end webpage;
the first processing unit is connected with the acquisition unit and is used for deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage;
the collecting unit is connected with the processing unit and is used for collecting k8s resource life cycle data through the monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other;
the second processing unit is connected with the collecting unit and is used for carrying out preliminary processing on the k8s resource life cycle data;
the storage unit is connected with the second processing unit and used for storing the k8s resource life cycle data after preliminary processing into a database and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data.
Further, the second processing unit includes:
the first processing module is connected with the collecting unit and is used for formatting k8s resource life cycle data;
wherein the k8s resource lifecycle data is collected by the collection unit;
the second processing module is connected with the collecting unit and is used for carrying out data cleaning processing on the k8s resource life cycle data;
and the third processing module is connected with the collecting unit and is used for carrying out de-duplication processing on the k8s resource life cycle data.
In a fifth aspect, the present invention provides a client device, the client device comprising:
the first monitoring unit is used for monitoring the collector to acquire a request of a user for accessing the front-end webpage;
the second monitoring unit is connected with the first monitoring unit and is used for monitoring k8s resource life cycle data according to a request of a user for accessing a front-end webpage, wherein the k8s resource life cycle data comprises resource creation data, resource deletion data and resource update data;
and the second return unit is connected with the second monitoring unit and is used for returning the monitored k8s resource life cycle data to the collector so that the collector returns the collected k8s resource life cycle data to the front-end webpage based on the visualization function of link monitoring.
In a sixth aspect, the present invention provides a front-end web page apparatus, wherein the front-end web page apparatus includes:
a receiving unit, configured to receive a user access request;
the sending unit is connected with the receiving unit and used for sending the user access request to the collector according to the user access request so as to acquire k8s resource life cycle data returned by the collector;
and the second processing unit is connected with the sending unit and is used for carrying out visual interaction processing with a user based on the k8s resource life cycle data.
The invention has the beneficial effects that:
1. and (3) overall monitoring: the method and the system can comprehensively monitor the communication and call links among services in the Kubernetes cluster, including the call relation, the call frequency, the call delay and other information among micro services, so that the running condition of the Kubernetes application can be comprehensively known.
2. Fine performance analysis: the method and the system can provide fine performance analysis, help users to deeply understand the performance of the Kubernetes resource, and timely discover and solve the performance problem.
3. Visualization across services: the invention can carry out visual display of the call links across a plurality of services, helps a user to know the call relationship among the services in the micro-service architecture, and identifies the dependency relationship among the services, thereby better carrying out fault location and optimization adjustment.
4. Real-time monitoring and analysis: the method and the system can collect and display the call link information of the Kubernetes application in real time, and a user can monitor the running condition of the application in real time through a visual interface, discover problems in time and process the problems.
5. Fault locating and troubleshooting: the method and the system can help a user to quickly locate and troubleshoot the faults in the Kubernetes application, and can quickly find the source of the problem and shorten the troubleshooting time through the visualized call link diagram and the performance index diagram.
6. Data driven decision: the invention can provide rich data and help users to make decisions and optimize based on the data. By visualizing the presented data, the user can better understand the usage of the Kubernetes resource and make a data-based decision.
Drawings
FIG. 1 is a schematic diagram of a method for visualizing a lifecycle of k8s resources based on link monitoring in an embodiment of the present invention;
FIG. 2 is a diagram of a visualization method architecture for a k8s resource lifecycle based on link monitoring in an embodiment of the present invention;
FIG. 3 is a schematic diagram of a link condition of a pod resource according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of a link composition in an embodiment of the present invention;
FIG. 5 is a schematic diagram of link point opening in an embodiment of the present invention;
FIG. 6 is a schematic view showing the composition of a collector in an embodiment of the invention;
wherein, the reference numerals: 10. acquisition unit 20, first processing unit, 30, collection unit, 40, second processing unit, 50, storage unit.
Detailed Description
In order to make the technical scheme of the present invention better understood by those skilled in the art, the following detailed description of the embodiments of the present invention will be given with reference to the accompanying drawings.
It is to be understood that the specific embodiments and figures described herein are merely illustrative of the invention, and are not limiting of the invention.
It is to be understood that the various embodiments of the invention and the features of the embodiments may be combined with each other without conflict.
It is to be understood that only the portions relevant to the present invention are shown in the drawings for convenience of description, and the portions irrelevant to the present invention are not shown in the drawings.
It should be understood that each unit and module in the embodiments of the present invention may correspond to only one physical structure, may be formed by a plurality of physical structures, or may be integrated into one physical structure.
It will be appreciated that, without conflict, the functions and steps noted in the flowcharts and block diagrams of the present invention may occur out of the order noted in the figures.
It is to be understood that the flowcharts and block diagrams of the present invention illustrate the architecture, functionality, and operation of possible implementations of systems, apparatuses, devices, methods according to various embodiments of the present invention. Where each block in the flowchart or block diagrams may represent a unit, module, segment, code, or the like, which comprises executable instructions for implementing the specified functions. Moreover, each block or combination of blocks in the block diagrams and flowchart illustrations can be implemented by hardware-based systems that perform the specified functions, or by combinations of hardware and computer instructions.
It should be understood that the units and modules related in the embodiments of the present invention may be implemented by software, or may be implemented by hardware, for example, the units and modules may be located in a processor.
Example 1:
the embodiment is a visualization method based on the life cycle of the k8s resource of link monitoring, and no software can monitor the life cycle of the k8s resource in a link monitoring mode in the prior art, so that visualization is achieved.
The link monitoring is a technology in the field of micro-services, and refers to monitoring of a call chain, for example, an interface A calls an interface B, and an interface B calls an interface C, so that a link is formed by A- > B- > C, and indexes such as a call process of the link and states of the links can be monitored through a technical means.
In k8s, a snoop mechanism exists, i.e., the client can call a watch api to snoop the resource. The listening resource listens for three types of events. The first type is a creation event, and when a resource is created, a creation message is pushed to a client; the second type is an update event, when the resource is updated, an update message is pushed to the client, and the update includes update of state, update of content and the like; the third class is a delete event, which pushes delete messages to the client when the resource is deleted.
The advantage of using the watch mechanism is that k8s pushes the latest real-time state of the resource to the client at the first time without the need for the client to query at regular time, and reduces the pressure of the client to access the k8s gateway.
As shown in fig. 2, in the scheme of this embodiment, in three types of monitoring events of k8s, a link monitoring code is added, so that when the three types of events are triggered, the link monitoring code can be triggered, and then the link monitoring code sends data to a collector for display of a front-end website.
The overall structure of this embodiment is thus divided into three parts, the front-end, the collector and the client, the front-end being the web program for exposing the lifecycle of the resource in the form of a link. The collector is software for collecting metrics, storing metrics, and processing metrics. The client monitors the k8s resource program, and the program also comprises a link monitoring program, and the main function is to send the monitored index to the collector.
The running process is such that there is first a client program to monitor k8s resources, such as pod resources, in a watch manner. The watch mode monitors the Add, update and Delete events of the pod. Then in the processing functions of the three events, the uplink monitoring code is written, and the code can be used for collecting which indexes, such as the name, the state, the affiliated node, the event and the like of the pod by user definition. When a pod is created, an Add event is triggered, and the link monitoring code collects the indexes such as the status, event and the like of the pod at the moment and sends the indexes to the collector. When a certain pod has state update, an update event is triggered, and the link monitoring code collects indexes such as the state, event and the like of the pod at the moment and sends the indexes to the collector. When a pod is deleted, a delete event is triggered, and the link monitor code collects the status, event, and other indicators of the pod at this time and sends the status, event, and other indicators to the collector.
After the collector takes the data, preliminary data processing, such as formatting the data and cleaning the data, removing repeated data, etc., is performed, and then the data is stored in a database for persistence.
When a user accesses the front-end webpage, the front-end program requests data from the collector, and the collector returns the data to the front-end after receiving the request, so that the front-end can display the data.
The data presented at the front end is shown in fig. 3. The figure shows the link case for one pod resource, where myk s is the collector name, nginx-689675b476-tbs9m is the pod name, and 5Spans means that the link is made up of a total of 5 links.
When 5Spans are clicked with a mouse, the interface of FIG. 4 appears. The figure shows the main link and all the self links below, while also showing the execution time of each link.
Any link is opened by a point, so that an interface (part of data coding processing) shown in fig. 5 can be seen, and a node of the pod can be seen, namely the node to which the node belongs is a master, and the state is a pending state. Therefore, the calling condition of the links and the custom index state of each link can be completely displayed in a webpage visual mode. The embodiment can monitor the life cycle of the k8s resource and realize visualization.
Example 2:
as shown in fig. 1, the present embodiment provides a method for visualizing a k8s resource life cycle based on link monitoring, where the method is applied to a collector, and the method includes the following steps:
step A1: acquiring a request of a user for accessing a front-end webpage;
step A2: deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage; the monitoring tool may be Grafana, kibana.
Step A3: collecting k8s resource life cycle data through a monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other;
step A4: performing preliminary processing on the k8s resource life cycle data;
step A5: and storing the preliminarily processed k8s resource life cycle data into a database, and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data.
As a specific embodiment, in the step A4, the preliminary processing is performed on the k8s resource life cycle data, which specifically includes:
formatting the k8s resource life cycle data; and/or the number of the groups of groups,
carrying out data cleaning treatment on the k8s resource life cycle data; and/or the number of the groups of groups,
and performing deduplication processing on the k8s resource life cycle data.
Example 3:
the embodiment provides a visualization method of a k8s resource life cycle based on link monitoring, which is applied to client equipment, and comprises the following steps:
step B1: monitoring a collector to acquire a request of a user for accessing a front-end webpage;
step B2: according to a request of a user for accessing a front-end webpage, monitoring k8s resource life cycle data, wherein the k8s resource life cycle data comprises resource creation data, resource deletion data and resource update data;
step B3: and returning the monitored k8s resource life cycle data to the collector so that the collector returns the collected k8s resource life cycle data to the front-end webpage based on the visual function of link monitoring.
As a specific implementation manner, in the step B2, the k8s resource life cycle data is monitored in a watch mode.
Example 4:
the embodiment provides a visualization method of a k8s resource life cycle based on link monitoring, which is applied to front-end webpage equipment, and comprises the following steps:
step C1: receiving a user access request;
step C2: according to the user access request, the user access request is sent to a collector to acquire k8s resource life cycle data returned by the collector;
step C3: and carrying out visual interaction processing with the user based on the k8s resource life cycle data.
As a specific embodiment, step C3 specifically includes:
based on the k8s resource life cycle data, carrying out visual display on the data by using a visual library; and/or the number of the groups of groups,
based on the k8s resource lifecycle data, different visualization components are presented according to user operations or user requirements to present the state and changes of the k8s resources.
Example 5:
as shown in fig. 6, the present embodiment provides a collector including:
the acquisition unit is used for acquiring a request of a user for accessing the front-end webpage;
the first processing unit is connected with the acquisition unit and is used for deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage;
the collecting unit is connected with the processing unit and is used for collecting k8s resource life cycle data through the monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other;
the second processing unit is connected with the collecting unit and is used for carrying out preliminary processing on the k8s resource life cycle data;
the storage unit is connected with the second processing unit and used for storing the k8s resource life cycle data after preliminary processing into a database and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data.
As a specific embodiment, the second processing unit includes:
the first processing module is connected with the collecting unit and is used for formatting k8s resource life cycle data;
wherein the k8s resource lifecycle data is collected by the collection unit;
the second processing module is connected with the collecting unit and is used for carrying out data cleaning processing on the k8s resource life cycle data;
and the third processing module is connected with the collecting unit and is used for carrying out de-duplication processing on the k8s resource life cycle data.
Example 6:
the present embodiment provides a client device, including:
the first monitoring unit is used for monitoring the collector to acquire a request of a user for accessing the front-end webpage;
the second monitoring unit is connected with the first monitoring unit and is used for monitoring k8s resource life cycle data according to a request of a user for accessing the front-end webpage, wherein the k8s resource life cycle data comprises resource creation data, resource deletion data and resource update data;
and the second return unit is connected with the second monitoring unit and is used for returning the monitored k8s resource life cycle data to the collector so that the collector returns the collected k8s resource life cycle data to the front-end webpage based on the visualization function of link monitoring.
Example 7:
the present embodiment provides a front-end web page apparatus, which is characterized in that the front-end web page apparatus includes:
a receiving unit, configured to receive a user access request;
the sending unit is connected with the receiving unit and used for sending the user access request to the collector according to the user access request so as to acquire k8s resource life cycle data returned by the collector;
the second processing unit is connected with the sending unit and used for carrying out visual interaction processing with the user based on the k8s resource life cycle data.
It is to be understood that the above embodiments are merely illustrative of the application of the principles of the present invention, but not in limitation thereof. Various modifications and improvements may be made by those skilled in the art without departing from the spirit and substance of the invention, and are also considered to be within the scope of the invention.
Claims (10)
1. A visualization method of k8s resource life cycle based on link monitoring is characterized in that,
the method is applied to a collector, and comprises the following steps:
step A1: acquiring a request of a user for accessing a front-end webpage;
step A2: deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage;
step A3: collecting k8s resource life cycle data through a monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other;
step A4: performing preliminary processing on the k8s resource life cycle data;
step A5: and storing the preliminarily processed k8s resource life cycle data into a database, and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data.
2. The method for visualizing the lifecycle of k8s resources based on link monitoring as in claim 1,
in the step A4, the preliminary processing of the k8s resource life cycle data specifically includes:
formatting the k8s resource life cycle data; and/or the number of the groups of groups,
carrying out data cleaning treatment on the k8s resource life cycle data; and/or the number of the groups of groups,
and performing deduplication processing on the k8s resource life cycle data.
3. A visualization method of k8s resource life cycle based on link monitoring is characterized in that,
the method is applied to the client device, and comprises the following steps:
step B1: monitoring a collector to acquire a request of a user for accessing a front-end webpage;
step B2: according to a request of a user for accessing a front-end webpage, monitoring k8s resource life cycle data, wherein the k8s resource life cycle data comprises resource creation data, resource deletion data and resource update data;
step B3: and returning the monitored k8s resource life cycle data to the collector so that the collector returns the collected k8s resource life cycle data to the front-end webpage based on the visual function of link monitoring.
4. The method for visualizing the lifecycle of k8s resources based on link monitoring as in claim 1,
in step B2, the k8s resource life cycle data is monitored in a watch mode.
5. A visualization method of k8s resource life cycle based on link monitoring is characterized in that,
the method is applied to front-end webpage equipment, and comprises the following steps:
step C1: receiving a user access request;
step C2: according to the user access request, the user access request is sent to a collector to acquire k8s resource life cycle data returned by the collector;
step C3: and carrying out visual interaction processing with the user based on the k8s resource life cycle data.
6. The method for visualizing the lifecycle of a k8s resource based on link monitoring as in claim 5,
the step C3 specifically includes:
based on the k8s resource life cycle data, carrying out visual display on the data by using a visual library; and/or the number of the groups of groups,
based on the k8s resource lifecycle data, different visualization components are presented according to user operations or user requirements to present the state and changes of the k8s resources.
7. A collector, the collector comprising:
the acquisition unit is used for acquiring a request of a user for accessing the front-end webpage;
the first processing unit is connected with the acquisition unit and is used for deploying a monitoring tool applicable to k8s based on a visual function of link monitoring according to a request of a user for accessing a front-end webpage;
the collecting unit is connected with the processing unit and is used for collecting k8s resource life cycle data through the monitoring tool; the k8s resource life cycle data are obtained after the client program and the k8s cluster interact with each other;
the second processing unit is connected with the collecting unit and is used for carrying out preliminary processing on the k8s resource life cycle data;
the storage unit is connected with the second processing unit and used for storing the k8s resource life cycle data after preliminary processing into a database and returning the storage result to the front-end webpage so that the front-end webpage can visually display the stored k8s resource life cycle data.
8. The collector of claim 7 wherein said second processing unit comprises:
the first processing module is connected with the collecting unit and is used for formatting k8s resource life cycle data;
wherein the k8s resource lifecycle data is collected by the collection unit;
the second processing module is connected with the collecting unit and is used for carrying out data cleaning processing on the k8s resource life cycle data;
and the third processing module is connected with the collecting unit and is used for carrying out de-duplication processing on the k8s resource life cycle data.
9. A client device, characterized in that,
the client device includes:
the first monitoring unit is used for monitoring the collector to acquire a request of a user for accessing the front-end webpage;
the second monitoring unit is connected with the first monitoring unit and is used for monitoring k8s resource life cycle data according to a request of a user for accessing a front-end webpage, wherein the k8s resource life cycle data comprises resource creation data, resource deletion data and resource update data;
and the second return unit is connected with the second monitoring unit and is used for returning the monitored k8s resource life cycle data to the collector so that the collector returns the collected k8s resource life cycle data to the front-end webpage based on the visualization function of link monitoring.
10. A front-end web page apparatus, the front-end web page apparatus comprising:
a receiving unit, configured to receive a user access request;
the sending unit is connected with the receiving unit and used for sending the user access request to the collector according to the user access request so as to acquire k8s resource life cycle data returned by the collector;
and the second processing unit is connected with the sending unit and is used for carrying out visual interaction processing with a user based on the k8s resource life cycle data.
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