CN111224843B - Resource link monitoring method, device, equipment and storage medium - Google Patents
Resource link monitoring method, device, equipment and storage medium Download PDFInfo
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- CN111224843B CN111224843B CN201911423882.1A CN201911423882A CN111224843B CN 111224843 B CN111224843 B CN 111224843B CN 201911423882 A CN201911423882 A CN 201911423882A CN 111224843 B CN111224843 B CN 111224843B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
- H04L43/0817—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking functioning
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/16—Threshold monitoring
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Abstract
The embodiment of the application discloses a resource link monitoring method, a resource link monitoring device, resource link monitoring equipment and a storage medium, and relates to the technical field of information flow processing. The specific implementation scheme is as follows: if the change of the resource attribute information of the material resource in the link processing process is detected, acquiring the current link node information of the material resource; storing link node information to an object field structure; and monitoring the link circulation state of the material resources according to the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information. According to the embodiment of the application, the link node information of each node is collected in real time, a complete link path can be tracked, and the link state of each node can be mastered in time, so that the performance and the problem of each node are obtained through analysis, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the manual complex operation processes such as dotting based on logs are avoided, and the follow-up resource link process is optimized.
Description
Technical Field
The embodiment of the application relates to the technical field of computers, in particular to the technical field of information flow processing, and specifically relates to a resource link monitoring method, device, equipment and storage medium.
Background
With the increase of internet services, material resources submitted by developers can be displayed to users only after being processed by a plurality of link nodes such as auditing and distributing. For monitoring the link, currently, only an intrusive mode can be adopted, and the log is dotted manually, and data in the log is selected or screened one by one so as to monitor the state of the link.
However, in the prior art, a dotting process based on a log is complex, a manual monitoring mode is prone to errors, only dotted link nodes can be monitored, and even if dotting is performed, feedback of related services of the nodes needs to be passively waited, so that the monitoring has great limitation, circulation of resources in a full link process state is lacked, and the global condition of a link cannot be mastered.
Disclosure of Invention
The embodiment of the application provides a method, a device, equipment and a storage medium for monitoring a resource link, which can actively monitor the complete resource link state.
In a first aspect, an embodiment of the present application provides a resource link monitoring method, including:
if the change of the resource attribute information of the material resource in the link processing process is detected, acquiring the current link node information of the material resource;
storing the link node information to an object field structure;
and monitoring the link circulation state of the material resource according to the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information.
One embodiment in the above application has the following advantages or benefits: the link node information of each node is collected in real time, so that a complete link path can be obtained by tracking, and the link state of each node can be mastered in time, so that the performance and the problem of each node are obtained by analysis, a basis is provided for the active monitoring of a resource link, the limitation of passive monitoring is broken, the complex operation flows of manual log-based dotting and data secondary collection-based dotting are avoided, and the follow-up resource link flow is optimized.
Optionally, before the acquiring the current link node information of the material resource if it is detected that the resource attribute information of the material resource changes in the link processing process, the method further includes:
and detecting the resource attribute information change condition of the material resource according to at least one of the node attribute, the data throughput and the node processing result of the resource attribute information.
One embodiment in the above application has the following advantages or benefits: when the material resource is pushed from one node to the next node, the resource attribute information of the material resource is changed inevitably, so that whether the resource attribute information is changed or not can be detected by comparing the resource attribute information at the current moment with the resource attribute information at the previous moment in real time or in a timing manner.
Optionally, the acquiring the current link node information of the material resource includes:
determining a current link node of the material resource;
and collecting the node name, the current node state value, the father node state value and the resource change time information of the current link node.
One embodiment in the above application has the following advantages or benefits: by collecting the node name, the current node state value, the father node state value and the resource change time information of the current link node, the link nodes can be connected in series based on the time sequence and the father node identification, and a complete link flow and state are obtained.
Optionally, the determining the current link node of the material resource includes:
determining the link node identified by the node attribute in the resource attribute information as the current link node of the material resource; or
And selecting the current link node of the material resource from the candidate link nodes according to the current time and the time attribute of the candidate link nodes in the link processing process.
One embodiment in the above application has the following advantages or benefits: the current link node can be determined according to the node attribute from the resource attribute information side; or, the candidate link node with the latest time may be determined as the current link node from the link side according to the time attribute of the candidate link node.
Optionally, the storing the link node information to an object field structure includes:
and in the object field structure, a node name is used as a field name, and the current node state value, the father node state value and the resource change time information are used as field attributes to store the link node information.
One embodiment in the above application has the following advantages or benefits: based on a pre-established object field structure, the method is specially used for storing the link node information of each node, and is beneficial to rapidly mastering the node condition and the circulation condition among the nodes.
Optionally, after storing the link node information to the object field structure, the method further includes:
and binding the currently stored link node information in the object field structure with the current resource attribute information of the material resource.
One embodiment in the above application has the following advantages or benefits: by binding the link node information and the resource attribute information, the link node can be quickly positioned according to the resource attribute information, and the node condition can be timely monitored and mastered.
Optionally, the object field structure is stored in an ElasticSearch server;
correspondingly, while storing the link node information to the object field structure, the method further includes: and storing the resource attribute information of the material resource to the ElasticSearch search server.
One embodiment in the above application has the following advantages or benefits: by adopting the ElasticSearch search server supporting link retrieval to store the object field structure and the resource attribute information, the condition of each link node can be quickly retrieved, and the global monitoring is facilitated.
Optionally, the monitoring a link flow state of the material resource according to the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information includes:
determining target material resources to be monitored based on the number of the material resources, the types of the material resources, the services to which the resources belong and at least one dimension in a target time range;
determining at least one of a node flow transfer path, a node internal resource data volume and a stay time between nodes of the target material resource according to the link node information of at least one node and the related resource attribute information thereof stored in the object field structure based on the ElasticSearch search server;
and monitoring the link circulation state of the material resources according to at least one of the node circulation path of the target material resources, the data volume of the resources in the nodes and the stay time between the nodes.
One embodiment in the above application has the following advantages or benefits: by carrying out statistical analysis on the resource attribute information and the link node information stored in the ElasticSearch search server, a complete link path can be tracked and the link state of each node can be mastered in time.
Optionally, the monitoring the link flow state of the material resource according to at least one of the node flow path of the target material resource, the data amount of the resource in the node, and the stay time between the nodes includes:
determining an abnormal link node according to at least one of a node flow path of the target material resource, the data volume of the resource in the node and the stay time between the nodes and an abnormal threshold;
and maintaining the abnormal link node.
One embodiment in the above application has the following advantages or benefits: by comparing the link analysis results, the abnormal link nodes can be quickly positioned, so that the abnormal information can be timely fed back to a submitter of the material resource to be modified, or the abnormal nodes can be maintained according to the abnormal information.
In a second aspect, an embodiment of the present application provides a resource link monitoring apparatus, including:
the link information acquisition module is used for acquiring the current link node information of the material resource if the change of the resource attribute information of the material resource in the link processing process is detected;
a link information storage module for storing the link node information to an object field structure;
and the resource link monitoring module is used for monitoring the link circulation state of the material resource according to the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information.
In a third aspect, an embodiment of the present application provides an electronic device, including:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform a resource link monitoring method as described in any of the embodiments of the present application.
In a fourth aspect, embodiments of the present application provide a non-transitory computer-readable storage medium storing computer instructions for causing a computer to execute a resource link monitoring method according to any of the embodiments of the present application.
One embodiment in the above application has the following advantages or benefits: in the link processing process of the material resources, the change condition of the resource attribute information is detected, the change time of the resource attribute information is used as a trigger condition for acquiring the link node information, the link state in the link processing process is actively acquired and stored in a specific object field structure, and therefore the link circulation state of the material resources is monitored based on the link node information and the associated resource attribute information. According to the embodiment of the application, the link node information of each node is collected in real time, a complete link path can be tracked, and the link state of each node can be mastered in time, so that the performance and the problem of each node are obtained through analysis, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the manual complex operation processes such as dotting based on logs are avoided, and the follow-up resource link process is optimized.
Other effects of the above-described alternative will be described below with reference to specific embodiments.
Drawings
The drawings are included to provide a better understanding of the present solution and are not intended to limit the present application. Wherein:
fig. 1 is a flowchart of a resource link monitoring method according to a first embodiment of the present application;
FIG. 2 is a flow chart of a resource link monitoring method according to a second embodiment of the present application;
FIG. 3 is a flow chart of a resource link monitoring method according to a third embodiment of the present application;
FIG. 4 is a diagram of an example of link flow state tracking according to a third embodiment of the present application;
fig. 5 is a schematic structural diagram of a resource link monitoring apparatus according to a fourth embodiment of the present application;
fig. 6 is a block diagram of an electronic device for implementing a resource link monitoring method according to an embodiment of the present application.
Detailed Description
The following description of the exemplary embodiments of the present application, taken in conjunction with the accompanying drawings, includes various details of the embodiments of the application for the understanding of the same, which are to be considered exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
First embodiment
Fig. 1 is a flowchart of a resource link monitoring method according to a first embodiment of the present application, where this embodiment is applicable to a situation where a developer or other user submits a material resource and then monitors an entire link processing process, and the method may be implemented by a resource link monitoring apparatus, which is implemented in software and/or hardware, and is preferably configured in a terminal or a server. As shown in fig. 1, the method specifically includes the following steps:
s110, if the change of the resource attribute information of the material resource in the link processing process is detected, collecting the current link node information of the material resource.
In the specific embodiment of the present application, the material resource refers to original resource content submitted to a platform by other clients such as a developer for publishing. Such as Feed stream information to be distributed by the applet developer. In view of the normative, safety and stability of resource content release, after being submitted, the material resources are usually processed by nodes such as filtering, checking, auditing, transcoding, unloading, pushing and distributing, and after the whole link processing process is completed, the passed resource content can be released to the user in an open manner. Wherein different material resources may undergo different link processing procedures.
Correspondingly, on one hand, after the material resources are processed by the plurality of nodes, the contents of the material resources may be subjected to processing such as filtering, deleting, transcoding and the like, so that the material resources submitted by the client cannot be completely disclosed to the user. On the other hand, with the explosive growth of Feed stream information such as applets, the data volume of the material resources received by the platform is large, the existing post-event monitoring mode of the link processing process based on the log cannot find the problem in time and directly, the integrity of the material resources is seriously reduced due to the stuck point in the link, and the timeliness of material resource release is lost. Therefore, in order to timely feed back irregular content to the client for modification and timely monitor and detect the link node with abnormal performance, it is necessary to improve the final distribution amount and timeliness of the material resources.
In this embodiment, the resource attribute information is used to describe the resource condition of the material resource at the current node, and may include, for example, node attribute, data throughput, node processing result, and the like. The node attribute is used for identifying a current node, the data throughput represents the data volume passed by the material resource after being processed by the node, and the node processing result may include pass or reject of the audit and the like. Optionally, the resource attribute information change condition of the material resource is detected according to at least one of the node attribute, the data throughput and the node processing result of the resource attribute information. Therefore, the time of resource information change is used as a trigger condition for information acquisition, and active information acquisition is realized in real time.
In this embodiment, the link node information refers to the relevant attribute information of the current node after the resource attribute information is changed, and may include a node name, a current node state value, a parent node state value, resource change time information, and the like. The current node state value is used for identifying the node where the current node is located, the father node state value is used for identifying which node the current node is twisted from, and the resource change time information is the time point when the resource information changes. The state values of all the nodes can be set according to requirements, but global unification is guaranteed.
Specifically, the resource attribute information at the current time may be compared with the resource attribute information at the previous time in real time or at regular time, so as to detect whether the resource attribute information changes. When detecting that the resource attribute information changes, the current link node of the material resource can be determined from the resource attribute information side or the link side, and the node name, the current node state value, the father node state value and the resource change time information of the current link node are collected from the link side.
And S120, storing the link node information into the object field structure.
In the specific embodiment of the present application, the object field structure is pre-established, and is specially used for storing the link node information of each node, so as to avoid repeated operations of searching and extracting from log data one by one. Based on the link node information of each node in the object field structure, the complete or existing link paths can be connected in series, and the global analysis of the nodes or the links is facilitated.
The object field structure can store fields, each field corresponds to a node, and specific link node information is stored in the field attribute of each field, so that the link node information of each node can be stored in a normative and clear manner. For example, in the object field structure, a node name is used as a field name, and a current node state value, a parent node state value, and resource change time information are used as field attributes.
In this embodiment, each material resource has a link, each link includes a plurality of nodes, the nodes between different links may be different, and the link is used as a part of the material resource entity, and in the process of collecting and storing the link node information, the current resource attribute information and the link node information of the current node may be bound, so as to be located to a specific node according to the resource attribute information, or obtain the resource attribute information according to the node. Among them, the ElasticSearch server can be used as a carrier of the object field structure and the resource attribute information, because the ElasticSearch server supports link retrieval.
S130, monitoring the link circulation state of the material resources according to the link node information of at least one node stored in the object field structure and the resource attribute information related to the link node information.
In the embodiment of the present application, no matter which node the material resource is processed to, the link circulation state of the material resource may be monitored in real time or at regular time based on the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information.
The link circulation state may include monitoring information such as a node circulation path, a data amount of resources in the node, and a stay time between the nodes, and the monitoring information may be obtained by analyzing and counting based on at least one dimension of the number of material resources, the type of the material resources, a service to which the resource belongs, and a target time range. And finally, a resource link condition report can be formed according to the data discount and the time consumption of each material resource at each link node.
In addition, the link flow state may also include an abnormal state and the like. Specifically, the statistical monitoring information may be compared with a preset threshold according to the preset threshold, or the monitoring information at different times or between different resources may be compared to obtain abnormal monitoring information and locate the abnormal node. So as to timely feed back irregular content to the client for optimization and modification, and timely maintain abnormal nodes.
In the technical scheme of this embodiment, in the link processing process of the material resource, by detecting the change condition of the resource attribute information and taking the time of the change of the resource attribute information as the trigger condition for acquiring the link node information, the link state in the link processing process is actively acquired and stored in a specific object field structure, so that the link circulation state of the material resource is monitored based on the link node information and the associated resource attribute information. According to the embodiment of the application, the link node information of each node is collected in real time, a complete link path can be tracked, and the link state of each node can be mastered in time, so that the performance and the problem of each node are obtained through analysis, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the manual complex operation processes such as dotting based on logs are avoided, and the follow-up resource link process is optimized.
Second embodiment
Fig. 2 is a flowchart of a resource link monitoring method according to a second embodiment of the present application, and this embodiment further explains the collection of link node information on the basis of the first embodiment, so that node information that facilitates the connection of global link nodes, such as a node name of a current link node, a current node state value, a parent node state value, and resource change time information, can be actively collected. As shown in fig. 2, the method specifically includes the following steps:
s210, detecting the resource attribute information change condition of the material resource according to at least one of the node attribute, the data throughput and the node processing result of the resource attribute information.
In the embodiment of the present application, the resource attribute information at the current time may be compared with the resource attribute information at the previous time in real time or in a timing manner, so as to detect whether the resource attribute information changes. The resource attribute information is not limited to the node attribute, the data throughput, and the node processing result, and any information that can identify the change of the resource attribute with the node processing can be applied to the present embodiment.
S220, if the change of the resource attribute information of the material resource in the link processing process is detected, determining the current link node of the material resource.
In the specific embodiment of the present application, the current link node refers to a node where the current link node is located after the resource attribute information is changed. For example, if the node processing result of the machine audit node is that the audit is passed, the current link node may be the audit passed node.
Optionally, determining a link node identified by the node attribute in the resource attribute information as a current link node of the material resource; or selecting the current link node of the material resource from the candidate link nodes according to the current time and the time attribute of the candidate link nodes in the link processing process.
In this embodiment, the current link node of the material resource may be determined in at least two ways. Specifically, the node attribute in the resource attribute information identifies the current node, so that the node attribute information can be directly collected, and the link node identified by the node attribute is determined as the current link node. In addition, each candidate link node has a time attribute in all candidate link nodes possibly existing in the link processing process, and the time attribute identifies the time when the node operates, so that the candidate link node with the latest time can be selected as the current link node from the candidate link nodes based on the comparison between the time attributes of the candidate link nodes.
And S230, collecting the node name, the current node state value, the father node state value and the resource change time information of the current link node.
In the specific embodiment of the present application, after the current link node is determined, the node name of the current link node is determined, a node state value associated with the node name is used as the current node state value, and the current time is used as the resource change time. The node is used for storing the resource attribute information into a data structure such as a queue for consumption by workers, and the time is also corresponding to one time. When the two times are synchronous, any one time can be used as the resource change time; and when the two times are asynchronous, determining the time when the resource attribute information is changed as the resource change time. And meanwhile, determining a father node state value based on the stored link node information of the previous node.
S240, in the object field structure, the node name is used as the field name, the current node state value, the father node state value and the resource change time information are used as the field attributes, and the link node information is stored.
In the embodiment of the present application, the link node information may not be limited to the node name, the current node state value, the parent node state value, and the resource change time information, and the link node information may be adaptively adjusted according to the node monitoring requirement of the worker.
Illustratively, the format of the object field structure is as follows: status _ chain represents an object field structure, belonging to the object type; each node comprises corresponding complete link node information, assuming that for _ check represents a node to be checked, checking represents a node under checking, check _ pass represents a node passing the checking, status represents a current node state value, parent _ status represents a father node state value, and time represents resource change time information, and the following structure can be obtained based on node circulation.
The object field structure identifies: the name of the node is 'to be audited', the current node state value is 1, the father node state value is 0, and the resource change time information 2019/11/01/12:01: 30; the node name is 'under audit', the current node state value is 3, the father node state value is 1, and the resource change time information is 2019/11/01/12:12: 35; the node name is 'audit passed', the current node state value is 4, the parent node state value is 3, and the resource change time information 2019/11/01/12:40: 52. Thus, a complete link from "to be audited-audited through" is formed, and so on if nodes are subsequently circulated.
Optionally, the link node information currently stored in the object field structure is bound to the current resource attribute information of the material resource.
In this embodiment, each material resource has a link, each link includes a plurality of nodes, the nodes between different links may be different, and the link is used as a part of the material resource entity, and in the process of collecting and storing the link node information, the current resource attribute information and the link node information of the current node may be bound, so as to be located to a specific node according to the resource attribute information, or obtain the resource attribute information according to the node.
Optionally, the object field structure is stored in an ElasticSearch server. And storing the resource attribute information of the material resource to an ElasticSearch search server.
In the embodiment, the ElasticSearch search server supporting link retrieval is adopted to store the object field structure and the resource attribute information, so that the condition of each link node can be retrieved quickly, and the global monitoring is facilitated.
And S250, monitoring the link circulation state of the material resource according to the link node information of at least one node stored in the object field structure and the resource attribute information related to the link node information.
In the technical scheme of this embodiment, in the link processing process of the material resource, the current link node of the material resource is determined by detecting the change condition of the resource attribute information and taking the resource attribute information change time as the trigger condition for acquiring the link node information, and the link node information such as the node name, the current node state value, the father node state value, the resource change time information and the like of the current link node is actively acquired and stored in a specific object field structure, so that the link circulation state of the material resource is monitored based on the link node information and the associated resource attribute information thereof. According to the embodiment of the application, the link node information of each node is collected in real time, a complete link path can be tracked, and the link state of each node can be mastered in time, so that the performance and the problem of each node are obtained through analysis, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the manual complex operation processes such as dotting based on logs are avoided, and the follow-up resource link process is optimized.
Third embodiment
Fig. 3 is a flowchart of a resource link monitoring method according to a third embodiment of the present application, and this embodiment further explains monitoring of a resource link state on the basis of the first embodiment, so that a complete link path can be tracked and obtained by performing statistical analysis on resource attribute information and link node information stored in an ElasticSearch server, and a link state of each node can be grasped in time to reflect performance and problems of each node. As shown in fig. 3, the method specifically includes the following steps:
s310, if the change of the resource attribute information of the material resource in the link processing process is detected, collecting the current link node information of the material resource.
S320, storing the link node information into the object field structure; wherein the object field structure is stored in the ElasticSearch server.
S330, storing resource attribute information of the material resources into an ElasticSearch search server, and binding the currently stored link node information in the object field structure with the current resource attribute information of the material resources.
S340, determining target material resources to be monitored based on the number of the material resources, the types of the material resources, the services to which the resources belong and at least one dimension in the target time range.
In particular embodiments of the present application, the target material resources to be monitored may be determined from multiple single dimensions or a combination thereof. The multiple single dimensions may include at least the number of material resources, the type of material resources, the service to which the resource belongs, and the target time range, but are not limited to the above dimensions, and any dimension for performing link monitoring based on the link node information and the resource attribute information may be applied in this embodiment.
The number of the physical resources may be one or more, which means that link monitoring can be performed on each material resource, a batch of material resources, or all material resources. The physical resource type may include a text type, a picture type or a video type, etc., and indicates that link monitoring may be performed based on one type of resource. The service to which the resource belongs refers to a service for bearing material resource distribution, for example, services such as an applet, and one applet may include a plurality of material resources, which means that a batch of material resources may be subjected to link monitoring based on the service to which the resource belongs. The target time horizon indicates that link monitoring may be performed on physical resources within a specified time horizon. And determining target material resources to be monitored according to at least one dimension based on the monitoring requirement.
S350, based on the ElasticSearch search server, determining at least one of the node flow path, the data volume of the resources in the nodes and the stay time between the nodes of the target material resources according to the link node information of at least one node and the related resource attribute information stored in the object field structure.
In the specific embodiment of the present application, after the link data analysis determines the target material resource, link node information and resource attribute information of all physical resources or the target material resource may be derived from the ElasticSearch server, and the link data analysis is performed based on the link node information and the resource attribute information to form a resource link status report, which is stored in the database. The monitoring information obtained during monitoring is not limited to the node circulation path, the data volume of resources in the nodes and the stay time between the nodes, and other information for monitoring can be obtained according to monitoring requirement statistics.
Specifically, a complete node circulation path of each material resource can be obtained through connection according to a current node state value and a father node state value in the link node information. The stay time of each material resource between the nodes can be calculated according to the resource change time information in the link node information. The data volume of the material resources in each node can be calculated according to the data throughput in the node circulation path and the resource attribute information, and the stay time of the material resources between the nodes can be calculated according to the resource change time information in the link node information. The data volume and the stay time of each applet at each node can be calculated based on the service dimension, such as the applet dimension. The stay time of the resource between the nodes in the specified time range can be calculated according to the resource change time information in the link node information. The data volume and the stay time of each node in a specified time range can be calculated for material resources of specified services such as applets. And for the specified resource type, calculating the data volume and the stay time of each node in the specified time range.
S360, monitoring the link circulation state of the material resources according to at least one of the node circulation path of the target material resources, the data volume of the resources in the nodes and the stay time between the nodes.
In the embodiment of the application, the complete node circulation condition of the material resources can be timely mastered according to the node circulation path. And the data residual quantity of the materials processed by the nodes can be timely mastered according to the data quantity of the resources in the nodes. The length of stay between nodes may represent the length of time elapsed for a flow from one node to the next. The amount of resource data in the nodes and the stay time between the nodes can also reflect the performance and problems of the nodes.
Illustratively, fig. 4 is a diagram of an example of link flow state tracking. As shown in fig. 4, after the physical resources are processed by the link, complete node circulation paths can be obtained, which are "to be audited-machine audit-audit pass-operation audit pass-resource distribution", "to be audited-machine audit-audit reject", and "to be audited-machine audit-audit pass-operation audit reject", respectively. Wherein the data volume of the node to be audited passing through is 100%; the data volume passed by the machine audit node is 98%; the data amount passed by the node passing the audit is 80%, wherein 18% of the data is rejected by the audit; the data volume passing through the operation audit passing node is 60%, wherein 20% of data are rejected by the operation audit; the amount of data that is ultimately distributed by the resource is 59%. And the retention time between the node to be audited and the machine audit node is 10 minutes, the retention time between the machine audit node and the audit pass is 2 hours, the retention time between the audit pass and the operation audit pass is 1 minute, and the retention time between the operation audit pass and the resource distribution is 1 minute.
Optionally, determining an abnormal link node according to at least one of a node flow transfer path of the target material resource, a data amount of resources in the node and a retention time between nodes, and an abnormal threshold; and maintaining the abnormal link nodes.
In this embodiment, an abnormal threshold may be preset for each item of monitoring information, and the monitoring information is compared with the abnormal threshold, so as to determine an abnormal link node having abnormal information. And comparing the monitoring information of the same node at different times, and determining the abnormal link node with abnormal information according to the fluctuation condition of the monitoring information of the same node. Therefore, when the abnormal link node is determined to exist, if the format or the content of the material resource has repairable problems, such as the abnormal conditions of overlong title length, inconsistent picture size or inconsistent title and text content, and the like, according to the abnormal reason of the node, the abnormal information can be fed back to the submitter of the material resource in time, so that the submitter can modify and resubmit the material resource in time, and the material resource is prevented from being filtered or causing the generation of a stuck point. If the nodes are abnormal, for example, the data size filtered by the nodes is large or the stay time between the nodes is too long, the staff can know the link abnormality and position the abnormal link node in the first time, so that the abnormal link node is maintained.
According to the technical scheme of the embodiment, the change time of the resource attribute information is used as the trigger condition for acquiring the link node information, the link state in the link processing process is actively acquired and stored in the specific object field structure, and the object field structure and the resource attribute information are bound and stored in the ElasticSearch search server, so that the complete link path can be tracked by performing statistical analysis on the resource attribute information and the link node information stored in the ElasticSearch search server, the link state of each node can be timely mastered, the performance and the problem of each node can be analyzed, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the complex operation processes such as manual logging and dotting are avoided, and the subsequent resource link process is convenient to optimize.
Fourth embodiment
Fig. 5 is a schematic structural diagram of a resource link monitoring apparatus according to a fourth embodiment of the present application, which is applicable to a situation where a developer or another user submits a material resource and then monitors an entire link processing process, and the apparatus can implement the resource link monitoring method according to any embodiment of the present application. The apparatus 500 specifically includes the following:
a link information collecting module 510, configured to collect current link node information of a material resource if it is detected that resource attribute information of the material resource changes in a link processing process;
a link information storage module 520 for storing the link node information to an object field structure;
a resource link monitoring module 530, configured to monitor a link flow state of the material resource according to link node information of at least one node stored in the object field structure and resource attribute information associated with the link node information.
Further, the apparatus 500 further includes a resource status change detecting module 540, specifically configured to:
and detecting the resource attribute information change condition of the material resource according to at least one of the node attribute, the data throughput and the node processing result of the resource attribute information before acquiring the current link node information of the material resource if the resource attribute information of the material resource is detected to change in the link processing process.
Optionally, the link information collecting module 510 is specifically configured to:
determining a current link node of the material resource;
and collecting the node name, the current node state value, the father node state value and the resource change time information of the current link node.
Optionally, the link information collecting module 510 is specifically configured to:
determining the link node identified by the node attribute in the resource attribute information as the current link node of the material resource; or
And selecting the current link node of the material resource from the candidate link nodes according to the current time and the time attribute of the candidate link nodes in the link processing process.
Optionally, the link information storage module 520 is specifically configured to:
and in the object field structure, a node name is used as a field name, and the current node state value, the father node state value and the resource change time information are used as field attributes to store the link node information.
Optionally, the link information storage module 520 is specifically configured to:
and after the link node information is stored in the object field structure, binding the currently stored link node information in the object field structure with the current resource attribute information of the material resource.
Optionally, the object field structure is stored in an ElasticSearch server;
correspondingly, the link information storage module 520 is specifically configured to:
and storing the resource attribute information of the material resource to the ElasticSearch search server while storing the link node information to the object field structure.
Optionally, the resource link monitoring module 530 is specifically configured to:
determining target material resources to be monitored based on the number of the material resources, the types of the material resources, the services to which the resources belong and at least one dimension in a target time range;
determining at least one of a node flow transfer path, a node internal resource data volume and a stay time between nodes of the target material resource according to the link node information of at least one node and the related resource attribute information thereof stored in the object field structure based on the ElasticSearch search server;
and monitoring the link circulation state of the material resources according to at least one of the node circulation path of the target material resources, the data volume of the resources in the nodes and the stay time between the nodes.
Optionally, the resource link monitoring module 530 is specifically configured to:
determining an abnormal link node according to at least one of a node flow path of the target material resource, the data volume of the resource in the node and the stay time between the nodes and an abnormal threshold;
and maintaining the abnormal link node.
According to the technical scheme of the embodiment, through the mutual cooperation of the functional modules, the functions of detecting the resource attribute information, collecting the link node information, binding the resource attribute information and the link node information, determining the node circulation path, determining the amount of the resource data in the node, determining the stay time between the nodes, feeding back the optimization information, maintaining the abnormal node and the like are realized. According to the embodiment of the application, the link node information of each node is collected in real time, a complete link path can be tracked, and the link state of each node can be mastered in time, so that the performance and the problem of each node are obtained through analysis, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the manual complex operation processes such as dotting based on logs are avoided, and the follow-up resource link process is optimized.
Fifth embodiment
According to an embodiment of the present application, an electronic device and a readable storage medium are also provided.
Fig. 6 is a block diagram of an electronic device according to an embodiment of the present application. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be examples only, and are not meant to limit implementations of the present application that are described and/or claimed herein.
As shown in fig. 6, the electronic apparatus includes: one or more processors 601, memory 602, and interfaces for connecting the various components, including a high-speed interface and a low-speed interface. The various components are interconnected using different buses and may be mounted on a common motherboard or in other manners as desired. The processor may process instructions for execution within the electronic device, including instructions stored in or on the memory to display Graphical information for a Graphical User Interface (GUI) on an external input/output device, such as a display device coupled to the Interface. In other embodiments, multiple processors and/or multiple buses may be used, along with multiple memories and multiple memories, as desired. Also, multiple electronic devices may be connected, with each device providing portions of the necessary operations, e.g., as a server array, a group of blade servers, or a multi-processor system. In fig. 6, one processor 601 is taken as an example.
The memory 602 is a non-transitory computer readable storage medium as provided herein. Wherein the memory stores instructions executable by at least one processor to cause the at least one processor to perform the resource link monitoring method provided herein. The non-transitory computer readable storage medium of the present application stores computer instructions for causing a computer to perform the resource link monitoring method provided herein.
The memory 602, as a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory computer executable programs, and modules, such as program instructions/modules corresponding to the resource link monitoring method in the embodiment of the present application, for example, the link information collection module 510, the link information storage module 520, the resource link monitoring module 530, and the resource state change detection module 540 shown in fig. 5. The processor 601 executes various functional applications of the server and data processing by running non-transitory software programs, instructions and modules stored in the memory 602, that is, implements the resource link monitoring method in the above method embodiment.
The memory 602 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to use of the electronic device of the resource link monitoring method, and the like. Further, the memory 602 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory 602 optionally includes memory located remotely from the processor 601, and these remote memories may be connected over a network to the electronics of the resource link monitoring method. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The electronic device of the resource link monitoring method may further include: an input device 603 and an output device 604. The processor 601, the memory 602, the input device 603 and the output device 604 may be connected by a bus or other means, and fig. 6 illustrates the connection by a bus as an example.
The input device 603 may receive input numeric or character information and generate key signal inputs related to user settings and function control of the electronic equipment of the resource link monitoring method, such as a touch screen, a keypad, a mouse, a track pad, a touch pad, a pointer, one or more mouse buttons, a track ball, a joystick, or other input devices. The output device 604 may include a display device, an auxiliary lighting device such as a Light Emitting Diode (LED), a tactile feedback device, and the like; the tactile feedback device is, for example, a vibration motor or the like. The Display device may include, but is not limited to, a Liquid Crystal Display (LCD), an LED Display, and a plasma Display. In some implementations, the display device can be a touch screen.
Various implementations of the systems and techniques described here can be realized in digital electronic circuitry, Integrated circuitry, Application Specific Integrated Circuits (ASICs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
These computer programs, also known as programs, software applications, or code, include machine instructions for a programmable processor, and may be implemented using high-level procedural and/or object-oriented programming languages, and/or assembly/machine languages. As used herein, the terms "machine-readable medium" and "computer-readable medium" refer to any computer program product, apparatus, and/or Device for providing machine instructions and/or data to a Programmable processor, such as a magnetic disk, optical disk, memory, Programmable Logic Device (PLD), including a machine-readable medium that receives machine instructions as a machine-readable signal. The term "machine-readable signal" refers to any signal used to provide machine instructions and/or data to a programmable processor.
To provide for interaction with a user, the systems and techniques described here can be implemented on a computer having: a display device for displaying information to a user, for example, a Cathode Ray Tube (CRT) or an LCD monitor; and a keyboard and a pointing device, such as a mouse or a trackball, by which a user can provide input to the computer. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback, e.g., visual feedback, auditory feedback, or tactile feedback; and input from the user may be received in any form, including acoustic, speech, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a back-end component, e.g., as a data server, or that includes a middleware component, e.g., an application server, or that includes a front-end component, e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here, or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication, e.g., a communication network. Examples of communication networks include: local Area Networks (LANs), Wide Area Networks (WANs), the internet, and blockchain networks.
The computer system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other.
According to the technical scheme of the embodiment of the application, the complete link path can be obtained by tracking through collecting the link node information of each node in real time, and the link state of each node can be mastered in time, so that the performance and the problem of each node can be obtained through analysis, a basis is provided for the active monitoring of the resource link, the limitation of passive monitoring is broken, the complex operation flows of manual log dotting based on data secondary collection based on dotting and the like are avoided, and the follow-up resource link flow can be optimized conveniently.
In addition, when the material resource is pushed from one node to the next node, the resource attribute information of the material resource is changed inevitably, so that whether the resource attribute information is changed or not can be detected by comparing the resource attribute information at the current moment with the resource attribute information at the previous moment in real time or in a timing manner.
In addition, by collecting the node name, the current node state value, the father node state value and the resource change time information of the current link node, the link nodes can be connected in series based on the time sequence and the father node identification, and a complete link flow and state are obtained.
In addition, the current link node can be determined according to the node attribute from the resource attribute information side; or, the candidate link node with the latest time may be determined as the current link node from the link side according to the time attribute of the candidate link node.
In addition, the method is specially used for storing the link node information of each node based on the pre-established object field structure, and is favorable for rapidly mastering the node condition and the circulation condition among the nodes.
In addition, the link node information and the resource attribute information are bound, so that the link node can be quickly positioned according to the resource attribute information, and the node condition can be timely monitored and mastered.
In addition, the ElasticSearch search server supporting link retrieval is adopted to store the object field structure and the resource attribute information, so that the condition of each link node can be retrieved quickly, and the global monitoring is facilitated.
In addition, by performing statistical analysis on the resource attribute information and the link node information stored in the ElasticSearch server, a complete link path can be tracked and the link state of each node can be grasped in time.
In addition, by comparing the link analysis results, the abnormal link node can be quickly positioned, so that the abnormal information is timely fed back to a submitter of the material resource to be modified, or the abnormal node is maintained according to the abnormal information.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present application may be executed in parallel, sequentially, or in different orders, as long as the desired results of the technical solutions disclosed in the present application can be achieved, and the present invention is not limited herein.
The above-described embodiments should not be construed as limiting the scope of the present application. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (12)
1. A method for resource link monitoring, comprising:
comparing the resource attribute information of the current moment with the resource attribute information of the previous moment in real time or in a timing manner so as to detect whether the resource attribute information changes, and if the change of the resource attribute information of the material resource in the link processing process is detected, acquiring the current link node information of the material resource; the material resource refers to original resource content submitted to a platform by a developer and used for publishing; the link node information refers to the related attribute information of the current node after the resource attribute information is changed;
storing the link node information to an object field structure;
and monitoring the link circulation state of the material resource according to the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information.
2. The method according to claim 1, wherein before the collecting current link node information of the material resource if it is detected that the resource attribute information of the material resource changes in the link processing process, further comprising:
and detecting the resource attribute information change condition of the material resource according to at least one of the node attribute, the data throughput and the node processing result of the resource attribute information.
3. The method of claim 1, wherein the collecting current link node information of the material resource comprises:
determining a current link node of the material resource;
and collecting the node name, the current node state value, the father node state value and the resource change time information of the current link node.
4. The method of claim 3, wherein determining the current link node of the material resource comprises:
determining the link node identified by the node attribute in the resource attribute information as the current link node of the material resource; or
And selecting the current link node of the material resource from the candidate link nodes according to the current time and the time attribute of the candidate link nodes in the link processing process.
5. The method of claim 1, wherein storing the link node information to an object field structure comprises:
and in the object field structure, a node name is used as a field name, and the current node state value, the father node state value and the resource change time information are used as field attributes to store the link node information.
6. The method of claim 1, further comprising, after said storing the link node information to an object field structure:
and binding the currently stored link node information in the object field structure with the current resource attribute information of the material resource.
7. The method of claim 1, wherein the object field structure is stored in an ElasticSearch server;
correspondingly, while storing the link node information to the object field structure, the method further includes: and storing the resource attribute information of the material resource to the ElasticSearch search server.
8. The method according to claim 7, wherein the monitoring the link flow state of the material resource according to the link node information of the at least one node stored in the object field structure and the resource attribute information associated with the link node information comprises:
determining target material resources to be monitored based on the number of the material resources, the types of the material resources, the services to which the resources belong and at least one dimension in a target time range;
determining at least one of a node flow transfer path, a node internal resource data volume and a stay time between nodes of the target material resource according to the link node information of at least one node and the related resource attribute information thereof stored in the object field structure based on the ElasticSearch search server;
and monitoring the link circulation state of the material resources according to at least one of the node circulation path of the target material resources, the data volume of the resources in the nodes and the stay time between the nodes.
9. The method according to claim 8, wherein the monitoring the link flow state of the material resource according to at least one of a node flow path, an intra-node resource data amount, and a stay time between nodes of the target material resource comprises:
determining an abnormal link node according to at least one of a node flow path of the target material resource, the data volume of the resource in the node and the stay time between the nodes and an abnormal threshold;
and maintaining the abnormal link node.
10. A resource link monitoring apparatus, comprising:
the link information acquisition module is used for comparing the resource attribute information at the current moment with the resource attribute information at the previous moment in real time or in a timing manner so as to detect whether the resource attribute information changes, and acquiring the current link node information of the material resource if the change of the resource attribute information of the material resource in the link processing process is detected; the material resource refers to original resource content submitted to a platform by a developer and used for publishing; the link node information refers to the related attribute information of the current node after the resource attribute information is changed;
a link information storage module for storing the link node information to an object field structure;
and the resource link monitoring module is used for monitoring the link circulation state of the material resource according to the link node information of at least one node stored in the object field structure and the resource attribute information associated with the link node information.
11. An electronic device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the resource link monitoring method of any one of claims 1-9.
12. A non-transitory computer readable storage medium having stored thereon computer instructions for causing a computer to perform the resource link monitoring method of any one of claims 1-9.
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| CN112579699A (en) * | 2020-12-14 | 2021-03-30 | 广州信安数据有限公司 | Quality monitoring method, system and storage medium for service data processing link |
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