CN115242684B - Full-link pressure measurement method and device, computer equipment and storage medium - Google Patents
Full-link pressure measurement method and device, computer equipment and storage medium Download PDFInfo
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- CN115242684B CN115242684B CN202210865402.2A CN202210865402A CN115242684B CN 115242684 B CN115242684 B CN 115242684B CN 202210865402 A CN202210865402 A CN 202210865402A CN 115242684 B CN115242684 B CN 115242684B
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- 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
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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
- H04L43/0876—Network utilisation, e.g. volume of load or congestion level
- H04L43/0882—Utilisation of link capacity
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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
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Abstract
The embodiment of the application belongs to the field of research and development tests, is applied to the field of system pressure testing, and relates to a full-link pressure testing method, a full-link pressure testing device, computer equipment and a storage medium, wherein the method comprises the steps of receiving and analyzing a pressure testing request; simulating a flow transmission process of real flow in a business system to be subjected to pressure measurement through a pressure measurement flow and business simulation system; identifying nodes through which real traffic flows in sequence under the full service link and corresponding pressure measurement data when each node; constructing a node topological graph; and performing system pressure measurement index performance analysis based on pressure measurement data and a node topological graph, and setting pressure measurement identifiers of the pressure measurement flow at the node after the circulation by acquiring node difference identifiers of corresponding nodes of the pressure measurement flow before and after the circulation, so that the pressure measurement identifiers are unique at each node, and the pressure measurement flow can be transmitted, identified and processed among all nodes on the whole link.
Description
Technical Field
The present disclosure relates to the field of research and development testing and system pressure testing technologies, and in particular, to a full-link pressure testing method, a full-link pressure testing device, a computer device, and a storage medium.
Background
The full-link pressure test is a process of performing pressure test on the whole service chain by simulating massive user requests and data based on actual service scenes and system environments.
For the services of HTTP and RPC protocols, a special pressure measurement identifier is added in the request header. The method has single content of the defined pressure measurement identification, and is difficult to transfer between the base resource nodes of the bottom layer of the system, so that the full-link call tracking of the system service node and the resource node cannot be performed through the flow mark.
Disclosure of Invention
The embodiment of the application aims to provide a full-link pressure measurement method, a full-link pressure measurement device, computer equipment and a storage medium, so that pressure measurement flow can be transmitted, identified and processed between all nodes on the whole link through self-defined pressure measurement identification.
In order to solve the above technical problems, the embodiments of the present application provide a full link pressure measurement method, which adopts the following technical scheme:
a full-link pressure measurement method comprises the following steps:
receiving and analyzing a pressure measurement request;
determining a pressure measurement flow through an analysis result, transmitting the pressure measurement flow into a service simulation system, and simulating a flow transmission process of real flow in the service system to be subjected to pressure measurement;
Based on the flow transmission process simulated by the pressure measurement flow in the simulated service system, identifying nodes through which the real flow sequentially flows under the full service link;
acquiring corresponding pressure measurement data when the identified real flow sequentially flows through each node;
based on each node through which the identified real traffic flows in turn, acquiring an upstream-downstream relationship between nodes in the service system to be subjected to pressure measurement, and constructing a node topological graph based on the upstream-downstream relationship between the nodes;
and carrying out system pressure measurement index performance analysis on the service system to be subjected to pressure measurement based on the pressure measurement data and the node topological graph.
Further, before the step of receiving and parsing the pressure measurement request, the method further includes:
based on a preset mirror image generating tool, generating a service simulation system with configuration completely consistent with a service system to be subjected to pressure measurement;
a monitoring system is arranged between the service simulation system and the service system to be subjected to pressure measurement, and real flow corresponding to each node in the service system to be subjected to pressure measurement is monitored in real time;
the step of receiving and analyzing the pressure measurement request specifically includes:
when the pressure measurement request is received, real flow corresponding to each node in the service system to be subjected to pressure measurement is obtained in real time based on the monitoring system;
And taking the real flow corresponding to each node in the service system to be subjected to pressure measurement as the analysis result corresponding to the pressure measurement request.
Further, before the step of obtaining, in real time, the real traffic corresponding to each node in the service system to be subjected to pressure measurement, the method further includes:
acquiring service nodes in the simulated service system and resource nodes supporting the simulated service system;
setting node distinguishing identifiers for the service node and the resource node;
after the step of obtaining the real flow corresponding to each node in the service system to be subjected to pressure measurement in real time, the method further includes:
based on the real flow corresponding to each node in the service system to be subjected to pressure measurement, carrying out statistics, and taking the statistical result as the pressure measurement flow of the simulated service system;
acquiring each simulation service system node corresponding to each node in the service system to be subjected to pressure measurement in the simulation service system;
and customizing and cutting the pressure measurement flow based on the node distinguishing identification corresponding to each simulated service system node and the real flow corresponding to each node in the service system to be pressure measured.
Further, the step of transmitting the pressure measurement flow into a service simulation system specifically includes:
acquiring node distinguishing identifiers corresponding to all nodes in the simulated service system after customized segmentation, and taking the node distinguishing identifiers as initial pressure measurement identifiers corresponding to pressure measurement flow;
based on the customized segmentation result and the initial pressure measurement identification of the pressure measurement flow, respectively distributing the pressure measurement flow to each node in the simulated service system;
the step of simulating the flow transmission process of the real flow in the service system to be subjected to pressure measurement specifically comprises the following steps:
based on the monitoring system, real-time obtaining a transmission process of real flow corresponding to each node in the service system to be subjected to pressure measurement;
and determining the transmission process of the corresponding pressure measurement flow in the service simulation system based on the transmission process of the real flow corresponding to each node in the service system to be pressure measured.
Further, after determining the step of the transmission process of the corresponding pressure measurement flow of the service simulation system based on the transmission process of the real flow corresponding to each node in the service system to be pressure measured, the method further includes:
Identifying a pressure measurement identifier corresponding to the pressure measurement flow at the current node based on a preset middleware, and identifying the newly transmitted pressure measurement flow in the pressure measurement flow;
based on the identification result, judging whether the current pressure measurement flow is newly transmitted pressure measurement flow of the downstream service of the current node;
if yes, updating the pressure measurement identification of the current pressure measurement flow;
if not, the pressure measurement identification of the current pressure measurement flow is maintained.
Further, the step of updating the pressure measurement identifier of the current pressure measurement flow specifically includes:
based on the middleware, identifying a previous node and a current node of the pressure measurement flow before the current flow;
acquiring a node distinguishing identifier corresponding to the previous node as a first node identifier;
acquiring a node distinguishing identifier corresponding to the current node as a second node identifier;
based on the middleware, identifying a node where the pressure measurement flow is located after the current circulation, and acquiring a node distinguishing identifier corresponding to the node as a third node identifier;
and splicing the first node identifier, the second node identifier and the third node identifier according to the circulation sequence, and setting a splicing result as a pressure measurement identifier corresponding to the pressure measurement flow at the last node after the circulation.
Further, the step of identifying the nodes through which the real traffic flows in sequence under the all-service link based on the traffic transfer process simulated by the pressure measurement traffic in the simulated service system specifically includes:
splitting the identified pressure measurement identifier to obtain a first node identifier, a second node identifier and a third node identifier which form the pressure measurement identifier;
based on the first node identifier, the second node identifier and the third node identifier, the transmission process of the pressure measurement flow among all nodes in the simulated service system is identified;
and determining nodes through which the real flow sequentially flows under the full-service link of the service system to be subjected to pressure measurement based on the transmission process of the pressure measurement flow among the nodes in the simulated service system.
In order to solve the above technical problems, the embodiments of the present application further provide a full-link pressure measurement device, which adopts the following technical scheme:
a full link pressure measurement device, comprising:
the request processing module is used for receiving and analyzing the pressure measurement request;
the flow transmission simulation module is used for determining the pressure measurement flow through the analysis result, transmitting the pressure measurement flow into the service simulation system and simulating the flow transmission process of the real flow in the service system to be subjected to pressure measurement;
The flow-through node identification module is used for identifying nodes through which the real traffic flows in sequence under the full-service link based on the traffic transfer process simulated by the pressure measurement traffic in the simulated service system;
the pressure measurement data acquisition module is used for acquiring corresponding pressure measurement data when the identified real flow sequentially flows through each node;
the node topology diagram construction module is used for acquiring the upstream and downstream relations between the nodes in the service system to be subjected to pressure measurement based on each node through which the identified real traffic flows in turn, and constructing a node topology diagram based on the upstream and downstream relations between the nodes;
and the pressure measurement analysis module is used for carrying out system pressure measurement index performance analysis on the service system to be subjected to pressure measurement based on the pressure measurement data and the node topological graph.
In order to solve the above technical problems, the embodiments of the present application further provide a computer device, which adopts the following technical schemes:
a computer device comprising a memory having stored therein computer readable instructions which when executed by the processor implement the steps of the full link pressure measurement method described above.
In order to solve the above technical problems, embodiments of the present application further provide a computer readable storage medium, which adopts the following technical solutions:
a computer readable storage medium having stored thereon computer readable instructions which when executed by a processor implement the steps of the full link pressure measurement method as described above.
Compared with the prior art, the embodiment of the application has the following main beneficial effects:
according to the full-link pressure measurement method, the pressure measurement request is received and analyzed; simulating a flow transmission process of real flow in a business system to be subjected to pressure measurement through a pressure measurement flow and business simulation system; identifying nodes through which real traffic flows in sequence under the full service link and corresponding pressure measurement data when each node; constructing a node topological graph; and performing system pressure measurement index performance analysis based on pressure measurement data and a node topological graph, and setting pressure measurement identifiers of the pressure measurement flow at the node after the circulation by acquiring node difference identifiers of corresponding nodes of the pressure measurement flow before and after the circulation, so that the pressure measurement identifiers are unique at each node, and the pressure measurement flow can be transmitted, identified and processed among all nodes on the whole link.
Drawings
For a clearer description of the solution in the present application, a brief description will be given below of the drawings that are needed in the description of the embodiments of the present application, it being obvious that the drawings in the following description are some embodiments of the present application, and that other drawings may be obtained from these drawings without inventive effort for a person of ordinary skill in the art.
FIG. 1 is an exemplary system architecture diagram in which the present application may be applied;
FIG. 2 is a flow chart of one embodiment of a full link pressure measurement method according to the present application;
FIG. 3 is a flow chart of one embodiment of step 202 shown in FIG. 2;
FIG. 4 is a flow chart of one embodiment of the present application for pressure measurement identification update for current pressure measurement flow;
FIG. 5 is a flow chart of one embodiment of step 203 shown in FIG. 2;
FIG. 6 is a schematic structural view of one embodiment of a full link pressure measurement device according to the present application;
FIG. 7 is a schematic diagram of one embodiment 607 of the present application;
FIG. 8 is a schematic diagram of an embodiment of 602 of FIG. 6;
FIG. 9 is a schematic structural diagram of one embodiment of a computer device according to the present application.
Detailed Description
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs; the terminology used in the description of the applications herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the application; the terms "comprising" and "having" and any variations thereof in the description and claims of the present application and in the description of the figures above are intended to cover non-exclusive inclusions. The terms first, second and the like in the description and in the claims or in the above-described figures, are used for distinguishing between different objects and not necessarily for describing a sequential or chronological order.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment may be included in at least one embodiment of the present application. The appearances of such phrases in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. Those of skill in the art will explicitly and implicitly appreciate that the embodiments described herein may be combined with other embodiments.
In order to better understand the technical solutions of the present application, the following description will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the accompanying drawings.
As shown in fig. 1, a system architecture 100 may include terminal devices 101, 102, 103, a network 104, and a server 105. The network 104 is used as a medium to provide communication links between the terminal devices 101, 102, 103 and the server 105. The network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, among others.
The user may interact with the server 105 via the network 104 using the terminal devices 101, 102, 103 to receive or send messages or the like. Various communication client applications, such as a web browser application, a shopping class application, a search class application, an instant messaging tool, a mailbox client, social platform software, etc., may be installed on the terminal devices 101, 102, 103.
The terminal devices 101, 102, 103 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smartphones, tablet computers, electronic book readers, MP3 players (Moving Picture ExpertsGroup Audio Layer III, dynamic video expert compression standard audio plane 3), MP4 (Moving PictureExperts Group Audio Layer IV, dynamic video expert compression standard audio plane 4) players, laptop and desktop computers, and the like.
The server 105 may be a server providing various services, such as a background server providing support for pages displayed on the terminal devices 101, 102, 103.
It should be noted that, the full-link pressure measurement method provided in the embodiments of the present application is generally executed by a server/terminal device, and accordingly, the full-link pressure measurement device is generally disposed in the server/terminal device.
It should be understood that the number of terminal devices, networks and servers in fig. 1 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
With continued reference to fig. 2, a flow chart of one embodiment of a full link pressure measurement method according to the present application is shown. The full-link pressure measurement method comprises the following steps:
In this embodiment, the traffic refers to the number of visitors corresponding to each node in the service system.
In this embodiment, before the step of receiving and analyzing the pressure measurement request, the method further includes: based on a preset mirror image generating tool, generating a service simulation system with configuration completely consistent with a service system to be subjected to pressure measurement; and setting a monitoring system between the service simulation system and the service system to be subjected to pressure measurement, and monitoring real flow corresponding to each node in the service system to be subjected to pressure measurement in real time.
In this embodiment, the step of receiving and analyzing the pressure measurement request specifically includes: when the pressure measurement request is received, real flow corresponding to each node in the service system to be subjected to pressure measurement is obtained in real time based on the monitoring system; and taking the real flow corresponding to each node in the service system to be subjected to pressure measurement as the analysis result corresponding to the pressure measurement request.
The image generation tool is used for generating the simulation service system of the system to be tested, obtaining the real flow corresponding to each node in the system to be tested, providing reference for the distribution of the pressure testing flow of the simulation service system, and simultaneously carrying out the pressure testing by the simulation system, so that the original service system is not influenced by any programmability, and the direct pressure testing in the original service system is avoided, and dirty data are easy to generate.
In this embodiment, before the step of obtaining, in real time, the real traffic corresponding to each node in the service system to be measured by pressure, the method further includes: acquiring service nodes in the simulated service system and resource nodes supporting the simulated service system; and setting node distinguishing identifiers for the service nodes and the resource nodes.
By classifying the resource nodes in the simulated service system and setting node distinguishing identifiers, the later-stage pressure testing personnel can conveniently identify and analyze the resource nodes.
In this embodiment, after the step of obtaining, in real time, the real traffic corresponding to each node in the service system to be subjected to pressure measurement, the method further includes: based on the real flow corresponding to each node in the service system to be subjected to pressure measurement, carrying out statistics, and taking the statistical result as the pressure measurement flow of the simulated service system; acquiring each simulation service system node corresponding to each node in the service system to be subjected to pressure measurement in the simulation service system; and customizing and cutting the pressure measurement flow based on the node distinguishing identification corresponding to each simulated service system node and the real flow corresponding to each node in the service system to be pressure measured.
The method comprises the steps of setting node distinguishing identifiers for service nodes in an analog service system and resource nodes supporting the analog service system, determining pressure measurement flow through real flow, and customizing and segmenting the pressure measurement flow so that the pressure measurement flow in the analog service system is consistent with the real flow in the pressure measurement system to be performed, and ensuring the accuracy of pressure measurement.
In this embodiment, the step of transmitting the pressure measurement flow to the service simulation system specifically includes: acquiring node distinguishing identifiers corresponding to all nodes in the simulated service system after customized segmentation, and taking the node distinguishing identifiers as initial pressure measurement identifiers corresponding to pressure measurement flow; and based on the customized segmentation result and the initial pressure measurement identification of the pressure measurement flow, respectively distributing the pressure measurement flow to each node in the simulated service system.
By customizing and cutting the pressure measurement flow, the pressure measurement flow can be set into the simulation service system according to the proportion and flow of the real flow at each node in the service system to be subjected to pressure measurement, and the referenceability and accuracy of the pressure measurement are ensured.
In this embodiment, the step of simulating the flow transfer process of the real flow in the service system to be measured includes: based on the monitoring system, real-time obtaining a transmission process of real flow corresponding to each node in the service system to be subjected to pressure measurement; and determining the transmission process of the corresponding pressure measurement flow in the service simulation system based on the transmission process of the real flow corresponding to each node in the service system to be pressure measured.
The transmission process of the real flow is monitored by the monitoring system, so that the transmission process of the pressure measurement flow is determined, the consistency of the flow transmission in the simulation service system and the flow transmission in the pressure measurement system to be performed is ensured, and the pressure measurement result is more accurate.
With continued reference to FIG. 3, FIG. 3 is a flow chart of one embodiment of step 202 shown in FIG. 2, including the steps of:
In this embodiment, after determining the step of the transmission process of the pressure measurement flow corresponding to the service simulation system based on the transmission process of the real flow corresponding to each node in the service system to be pressure measured, the method further includes: identifying a pressure measurement identifier corresponding to the pressure measurement flow at the current node based on a preset middleware, and identifying the newly transmitted pressure measurement flow in the pressure measurement flow; based on the identification result, judging whether the current pressure measurement flow is newly transmitted pressure measurement flow of the downstream service of the current node; if yes, updating the pressure measurement identification of the current pressure measurement flow; if not, the pressure measurement identification of the current pressure measurement flow is maintained.
And identifying the pressure measurement identifier through a preset middleware, updating the pressure measurement identifier when the pressure measurement flow is transmitted in the link, and providing support for the subsequent acquisition of the node topological graph and the pressure measurement analysis.
In this embodiment, the step of updating the pressure measurement identifier of the current pressure measurement flow specifically includes: based on the middleware, identifying a previous node and a current node of the pressure measurement flow before the current flow; acquiring a node distinguishing identifier corresponding to the previous node as a first node identifier; acquiring a node distinguishing identifier corresponding to the current node as a second node identifier; based on the middleware, identifying a node where the pressure measurement flow is located after the current circulation, and acquiring a node distinguishing identifier corresponding to the node as a third node identifier; and splicing the first node identifier, the second node identifier and the third node identifier according to the circulation sequence, and setting a splicing result as a pressure measurement identifier corresponding to the pressure measurement flow at the last node after the circulation.
The node distinguishing identifiers of the corresponding nodes of the pressure measurement flow before and after the circulation are obtained, and the pressure measurement identifiers of the pressure measurement flow at the node position on the back of the circulation are set through the node distinguishing identifiers, so that the uniqueness of the pressure measurement identifiers at each node is ensured, and the construction and the pressure measurement analysis of the node topological graph are facilitated.
With continued reference to fig. 4, fig. 4 shows a flowchart of one embodiment of a pressure measurement identification update for a current pressure measurement flow, comprising the steps of:
step 402, obtaining a node distinguishing identifier corresponding to the previous node as a first node identifier;
step 403, obtaining a node distinguishing identifier corresponding to the current node as a second node identifier;
and step 405, splicing the first node identifier, the second node identifier and the third node identifier according to the circulation sequence, and setting the splicing result as the pressure measurement identifier corresponding to the pressure measurement flow at the last node after the circulation.
And step 203, identifying nodes through which the real traffic flows in sequence under the full service link based on the traffic transfer process simulated by the pressure measurement traffic in the simulated service system.
In this embodiment, the step of identifying the node through which the real traffic flows sequentially under the all-service link based on the traffic transfer process simulated by the pressure measurement traffic in the simulated service system specifically includes: splitting the identified pressure measurement identifier to obtain a first node identifier, a second node identifier and a third node identifier which form the pressure measurement identifier; based on the first node identifier, the second node identifier and the third node identifier, the transmission process of the pressure measurement flow among all nodes in the simulated service system is identified; and determining nodes through which the real flow sequentially flows under the full-service link of the service system to be subjected to pressure measurement based on the transmission process of the pressure measurement flow among the nodes in the simulated service system.
And analyzing the identified pressure measurement identifier to obtain a first node identifier, a second node identifier and a third node identifier which form the pressure measurement identifier, thereby determining the transmission process of pressure measurement flow among nodes in the analog service system, reversely pushing out nodes through which the real flow sequentially flows under the full service link of the service system to be subjected to pressure measurement, and carrying out pressure measurement on the service system to be subjected to pressure measurement through the analog service system, so that the separation of the pressure measurement system and the real service system is ensured, and the direct pressure measurement on the real service system is avoided, thereby causing overlarge test pressure.
With continued reference to fig. 5, fig. 5 is a flow chart of one embodiment of step 203 shown in fig. 2, comprising the steps of:
step 501, splitting the identified pressure measurement identifier to obtain a first node identifier, a second node identifier and a third node identifier which form the pressure measurement identifier;
step 502, identifying a transmission process of the pressure measurement flow among nodes in the analog service system based on the first node identifier, the second node identifier and the third node identifier;
In this embodiment, after the current circulation, the measured data of the node is obtained when the measured flow is at the current node, and the measured data of the node at the previous node is replaced by the measured data of the node at the current node, so as to update the measured data corresponding to the current node.
And when the pressure measurement flow flows through one node, pressure measurement data corresponding to the node is acquired, the pressure measurement data is updated, the pressure measurement data can be acquired and cached according to the node, and the later pressure measurement analysis according to the node is facilitated.
In this embodiment, the compression measurement identifiers at the corresponding nodes after each circulation of the compression measurement flow are circularly acquired, splitting processing is performed, a first node identifier, a second node identifier and a third node identifier corresponding to each compression measurement identifier are acquired, an upstream-downstream relationship among nodes in the analog service system is determined based on the first node identifier, the second node identifier and the third node identifier, and a node topology diagram is constructed, wherein the node topology diagram corresponds to the analog service system, i.e. the node topology diagram of the service system to be subjected to compression measurement.
The pressure measurement identifiers at the corresponding nodes are split to obtain the first node identifier, the second node identifier and the third node identifier, so that the upstream-downstream relationship among the nodes in the simulated service system is determined, and the node topology graph construction is convenient and visual.
It should be noted that, an initial pressure measurement identifier is set for the pressure measurement flow after the customized segmentation, at this time, the initial pressure measurement identifier only has a second node identifier corresponding to the current node, after the pressure measurement flow after the customized segmentation is circulated once, the pressure measurement identifier corresponding to the previous node is updated to a pressure measurement identifier composed of the first node identifier and the second node identifier, and after the pressure measurement flow after the customized segmentation is circulated twice or more, the pressure measurement identifier corresponding to the previous node is updated to a pressure measurement identifier composed of the first node identifier, the second node identifier and the third node identifier.
And 206, performing system pressure measurement index performance analysis on the service system to be pressure measured based on the pressure measurement data and the node topological graph.
The method and the device for testing the pressure test of the automobile are used for receiving and analyzing the pressure test request; simulating a flow transmission process of real flow in a business system to be subjected to pressure measurement through a pressure measurement flow and business simulation system; identifying nodes through which real traffic flows in sequence under the full service link and corresponding pressure measurement data when each node; constructing a node topological graph; and performing system pressure measurement index performance analysis based on pressure measurement data and a node topological graph, and setting pressure measurement identifiers of the pressure measurement flow at the node after the circulation by acquiring node difference identifiers of corresponding nodes of the pressure measurement flow before and after the circulation, so that the pressure measurement identifiers are unique at each node, and the pressure measurement flow can be transmitted, identified and processed among all nodes on the whole link.
The embodiment of the application can acquire and process the related data based on the artificial intelligence technology. Among these, artificial intelligence (Artificial Intelligence, AI) is the theory, method, technique and application system that uses a digital computer or a digital computer-controlled machine to simulate, extend and extend human intelligence, sense the environment, acquire knowledge and use knowledge to obtain optimal results.
Artificial intelligence infrastructure technologies generally include technologies such as sensors, dedicated artificial intelligence chips, cloud computing, distributed storage, big data processing technologies, operation/interaction systems, mechatronics, and the like. The artificial intelligence software technology mainly comprises a computer vision technology, a robot technology, a biological recognition technology, a voice processing technology, a natural language processing technology, machine learning/deep learning and other directions.
For example, in the embodiment of the present application, the simulation generation and the input of the pressure measurement flow may be performed by using an artificial intelligence technology, and at the same time, the pressure measurement identifier corresponding to the pressure measurement flow may also be updated by using the artificial intelligence technology.
With further reference to fig. 6, as an implementation of the method shown in fig. 2, the present application provides an embodiment of an all-link pressure measurement apparatus, where the embodiment of the apparatus corresponds to the embodiment of the method shown in fig. 2, and the apparatus may be specifically applied to various electronic devices.
As shown in fig. 6, the full-link pressure measurement device 600 according to the present embodiment includes: the system comprises a request processing module 601, a flow transmission simulation module 602, a flow node identification module 603, a pressure measurement data acquisition module 604, a node topology diagram construction module 605 and a pressure measurement analysis module 606. Wherein:
the request processing module 601 is configured to receive and parse a pressure measurement request;
the flow transmission simulation module 602 is configured to determine a pressure measurement flow according to an analysis result, and transmit the pressure measurement flow into the service simulation system, so as to simulate a flow transmission process of a real flow in the service system to be subjected to pressure measurement;
a flow-through node identifying module 603, configured to identify nodes through which the real traffic flows sequentially under a full-service link based on the traffic transfer process simulated by the pressure measurement traffic in the simulated service system;
the pressure measurement data obtaining module 604 is configured to obtain corresponding pressure measurement data when the identified real flow sequentially flows through each node;
the node topology diagram construction module 605 is configured to obtain an upstream-downstream relationship between nodes in the service system to be measured based on each node through which the identified real traffic flows in turn, and construct a node topology diagram based on the upstream-downstream relationship between the nodes;
And the pressure measurement analysis module 606 is configured to perform system pressure measurement index performance analysis on the service system to be pressure measured based on the pressure measurement data and the node topology graph.
The method and the device for testing the pressure test of the automobile are used for receiving and analyzing the pressure test request; simulating a flow transmission process of real flow in a business system to be subjected to pressure measurement through a pressure measurement flow and business simulation system; identifying nodes through which real traffic flows in sequence under the full service link and corresponding pressure measurement data when each node; constructing a node topological graph; and performing system pressure measurement index performance analysis based on pressure measurement data and a node topological graph, and setting pressure measurement identifiers of the pressure measurement flow at the node after the circulation by acquiring node difference identifiers of corresponding nodes of the pressure measurement flow before and after the circulation, so that the pressure measurement identifiers are unique at each node, and the pressure measurement flow can be transmitted, identified and processed among all nodes on the whole link.
With continued reference to fig. 7, the full-link pressure measurement apparatus 600 according to the present embodiment further includes a pre-pressure measurement configuration module 607, where the pre-pressure measurement configuration module 607 includes a first configuration sub-module 6091 and a second configuration sub-module 6092, where,
A first configuration submodule 6091, configured to generate a service simulation system with configuration completely consistent with the service system to be subjected to pressure measurement based on a preset mirror image generation tool; and setting a monitoring system between the service simulation system and the service system to be subjected to pressure measurement, and monitoring real flow corresponding to each node in the service system to be subjected to pressure measurement in real time.
A second configuration submodule 6092, configured to obtain a service node in the analog service system and a resource node supporting the analog service system; and setting node distinguishing identifiers for the service nodes and the resource nodes.
The simulation service system is generated through the configuration module before the pressure measurement, the real flow corresponding to each node in the system to be subjected to the pressure measurement is obtained, a reference basis is provided for the distribution of the pressure measurement flow of the simulation service system, the simulation system is used for the pressure measurement, no programmatic influence is caused on the original service system, dirty data is avoided from being generated due to the direct pressure measurement in the original service system, and the classification and the node distinguishing identification are set for the resource nodes in the simulation service system, so that the later pressure measurement personnel can conveniently identify and analyze the resource nodes.
The full-link pressure measurement device 600 in this embodiment further includes a pressure measurement flow distribution module, where the pressure measurement flow distribution module is configured to perform statistics based on real flows corresponding to each node in the service system to be pressure-measured, and take a statistical result as a pressure measurement flow of the analog service system; acquiring each simulation service system node corresponding to each node in the service system to be subjected to pressure measurement in the simulation service system; and customizing and cutting the pressure measurement flow based on the node distinguishing identification corresponding to each simulated service system node and the real flow corresponding to each node in the service system to be pressure measured.
And setting node distinguishing identifiers for service nodes in the analog service system and resource nodes supporting the analog service system through the analog service system by using the analog service flow distribution module, determining the analog service flow through the real flow, and carrying out customized segmentation so that the analog service system has the analog service flow consistent with the real service flow in the system to be tested, and ensuring the accuracy of the pressure measurement.
With continued reference to fig. 8, fig. 8 is a schematic diagram of an embodiment of the flow transfer simulation module 602 shown in fig. 6, where the flow transfer simulation module 602 includes a flow incoming submodule 6021, a pressure measurement identification submodule 6022, and a pressure measurement identification update submodule 6023, where,
the flow-in submodule 6021 is configured to obtain node distinguishing identifiers corresponding to nodes in the analog service system after customized segmentation, and use the node distinguishing identifiers as initial pressure measurement identifiers corresponding to pressure measurement flows; and based on the customized segmentation result and the initial pressure measurement identification of the pressure measurement flow, respectively distributing the pressure measurement flow to each node in the simulated service system.
The pressure measurement identification recognition submodule 6022 is used for recognizing a pressure measurement identification corresponding to the pressure measurement flow at the current node based on a preset middleware, and recognizing the newly transmitted pressure measurement flow in the pressure measurement flow; based on the identification result, judging whether the current pressure measurement flow is newly transmitted pressure measurement flow of the downstream service of the current node; if yes, updating the pressure measurement identification of the current pressure measurement flow; if not, the pressure measurement identification of the current pressure measurement flow is maintained.
A pressing and testing identification updating sub-module 6023, configured to identify, based on the middleware, a previous node and a current node where the pressing and testing flow is located before the current flow; acquiring a node distinguishing identifier corresponding to the previous node as a first node identifier; acquiring a node distinguishing identifier corresponding to the current node as a second node identifier; based on the middleware, identifying a node where the pressure measurement flow is located after the current circulation, and acquiring a node distinguishing identifier corresponding to the node as a third node identifier; and splicing the first node identifier, the second node identifier and the third node identifier according to the circulation sequence, and setting a splicing result as a pressure measurement identifier corresponding to the pressure measurement flow at the last node after the circulation.
And the pressure measurement identification and identification sub-module is used for identifying the newly transmitted pressure measurement flow in the current node, and the pressure measurement identification updating sub-module is used for updating the newly transmitted pressure measurement flow.
Those skilled in the art will appreciate that implementing all or part of the above described embodiment methods may be accomplished by computer readable instructions, stored on a computer readable storage medium, that the program when executed may comprise the steps of embodiments of the methods described above. The storage medium may be a nonvolatile storage medium such as a magnetic disk, an optical disk, a Read-Only Memory (ROM), or a random access Memory (Random Access Memory, RAM).
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited in order and may be performed in other orders, unless explicitly stated herein. Moreover, at least some of the steps in the flowcharts of the figures may include a plurality of sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, the order of their execution not necessarily being sequential, but may be performed in turn or alternately with other steps or at least a portion of the other steps or stages.
In order to solve the technical problems, the embodiment of the application also provides computer equipment. Referring specifically to fig. 9, fig. 9 is a basic structural block diagram of a computer device according to the present embodiment.
The computer device 9 comprises a memory 91, a processor 92, a network interface 93 communicatively connected to each other via a system bus. It should be noted that only computer device 9 having components 91-93 is shown in the figures, but it should be understood that not all of the illustrated components are required to be implemented and that more or fewer components may be implemented instead. It will be appreciated by those skilled in the art that the computer device herein is a device capable of automatically performing numerical calculations and/or information processing in accordance with predetermined or stored instructions, the hardware of which includes, but is not limited to, microprocessors, application specific integrated circuits (Application Specific Integrated Circuit, ASICs), programmable gate arrays (fields-Programmable Gate Array, FPGAs), digital processors (Digital Signal Processor, DSPs), embedded devices, etc.
The computer equipment can be a desktop computer, a notebook computer, a palm computer, a cloud server and other computing equipment. The computer equipment can perform man-machine interaction with a user through a keyboard, a mouse, a remote controller, a touch pad or voice control equipment and the like.
The memory 91 includes at least one type of readable storage medium including flash memory, hard disk, multimedia card, card memory (e.g., SD or DX memory, etc.), random Access Memory (RAM), static Random Access Memory (SRAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), programmable Read Only Memory (PROM), magnetic memory, magnetic disk, optical disk, etc. In some embodiments, the storage 91 may be an internal storage unit of the computer device 9, such as a hard disk or a memory of the computer device 9. In other embodiments, the memory 91 may also be an external storage device of the computer device 9, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash Card (Flash Card) or the like, which are provided on the computer device 9. Of course, the memory 91 may also comprise both an internal memory unit of the computer device 9 and an external memory device. In this embodiment, the memory 91 is typically used to store an operating system and various application software installed on the computer device 9, such as computer readable instructions of the full-link pressure measurement method. Further, the memory 91 may be used to temporarily store various types of data that have been output or are to be output.
The processor 92 may be a central processing unit (Central Processing Unit, CPU), controller, microcontroller, microprocessor, or other data processing chip in some embodiments. The processor 92 is typically used to control the overall operation of the computer device 9. In this embodiment, the processor 92 is configured to execute computer readable instructions stored in the memory 91 or process data, such as computer readable instructions for executing the full link pressure measurement method.
The network interface 93 may comprise a wireless network interface or a wired network interface, which network interface 93 is typically used to establish a communication connection between the computer device 9 and other electronic devices.
The embodiment provides computer equipment, belongs to research and development test technical field. The method and the device for testing the pressure test of the automobile are used for receiving and analyzing the pressure test request; simulating a flow transmission process of real flow in a business system to be subjected to pressure measurement through a pressure measurement flow and business simulation system; identifying nodes through which real traffic flows in sequence under the full service link and corresponding pressure measurement data when each node; constructing a node topological graph; and performing system pressure measurement index performance analysis based on pressure measurement data and a node topological graph, and setting pressure measurement identifiers of the pressure measurement flow at the node after the circulation by acquiring node difference identifiers of corresponding nodes of the pressure measurement flow before and after the circulation, so that the pressure measurement identifiers are unique at each node, and the pressure measurement flow can be transmitted, identified and processed among all nodes on the whole link.
The present application also provides another embodiment, namely, a computer readable storage medium, where computer readable instructions are stored, where the computer readable instructions are executable by a processor, so that the processor performs the steps of the full link pressure measurement method as described above.
The embodiment provides a computer readable storage medium, which belongs to the technical field of research and development testing. The method and the device for testing the pressure test of the automobile are used for receiving and analyzing the pressure test request; simulating a flow transmission process of real flow in a business system to be subjected to pressure measurement through a pressure measurement flow and business simulation system; identifying nodes through which real traffic flows in sequence under the full service link and corresponding pressure measurement data when each node; constructing a node topological graph; and performing system pressure measurement index performance analysis based on pressure measurement data and a node topological graph, and setting pressure measurement identifiers of the pressure measurement flow at the node after the circulation by acquiring node difference identifiers of corresponding nodes of the pressure measurement flow before and after the circulation, so that the pressure measurement identifiers are unique at each node, and the pressure measurement flow can be transmitted, identified and processed among all nodes on the whole link.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk), comprising several instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the method described in the embodiments of the present application.
It is apparent that the embodiments described above are only some embodiments of the present application, but not all embodiments, the preferred embodiments of the present application are given in the drawings, but not limiting the patent scope of the present application. This application may be embodied in many different forms, but rather, embodiments are provided in order to provide a more thorough understanding of the present disclosure. Although the present application has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that modifications may be made to the embodiments described in the foregoing, or equivalents may be substituted for elements thereof. All equivalent structures made by the specification and the drawings of the application are directly or indirectly applied to other related technical fields, and are also within the protection scope of the application.
Claims (10)
1. The full-link pressure measurement method is characterized by comprising the following steps of:
receiving and analyzing a pressure measurement request;
determining a pressure measurement flow through an analysis result, transmitting the pressure measurement flow into a service simulation system, and simulating a flow transmission process of real flow in the service system to be subjected to pressure measurement;
based on the flow transmission process simulated by the pressure measurement flow in the service simulation system, identifying nodes through which the real flow sequentially flows under the full service link;
acquiring corresponding pressure measurement data when the identified real flow sequentially flows through each node;
based on each node through which the identified real traffic flows in turn, acquiring an upstream-downstream relationship between nodes in the service system to be subjected to pressure measurement, and constructing a node topological graph based on the upstream-downstream relationship between the nodes;
and carrying out system pressure measurement index performance analysis on the service system to be subjected to pressure measurement based on the pressure measurement data and the node topological graph.
2. The full link pressure measurement method of claim 1, wherein prior to the step of receiving and resolving a pressure measurement request, the method further comprises:
based on a preset mirror image generating tool, generating a service simulation system with configuration completely consistent with a service system to be subjected to pressure measurement;
A monitoring system is arranged between the service simulation system and the service system to be subjected to pressure measurement, and real flow corresponding to each node in the service system to be subjected to pressure measurement is monitored in real time;
the step of receiving and analyzing the pressure measurement request specifically includes:
when the pressure measurement request is received, real flow corresponding to each node in the service system to be subjected to pressure measurement is obtained in real time based on the monitoring system;
and taking the real flow corresponding to each node in the service system to be subjected to pressure measurement as the analysis result corresponding to the pressure measurement request.
3. The full-link pressure measurement method according to claim 2, wherein before the step of acquiring real traffic corresponding to each node in the service system to be pressure measured in real time, the method further comprises:
acquiring service nodes in the service simulation system and resource nodes supporting the service simulation system;
setting node distinguishing identifiers for the service node and the resource node;
after the step of obtaining the real flow corresponding to each node in the service system to be subjected to pressure measurement in real time, the method further includes:
based on the real flow corresponding to each node in the service system to be subjected to pressure measurement, carrying out statistics, and taking the statistical result as the pressure measurement flow of the service simulation system;
Acquiring each service simulation system node corresponding to each node in the service system to be subjected to pressure measurement in the service simulation system;
and customizing and cutting the pressure measurement flow based on the node distinguishing identification corresponding to each service simulation system node and the real flow corresponding to each node in the service system to be pressure measured.
4. The full link pressure measurement method according to claim 3, wherein the step of transmitting the pressure measurement flow into a service simulation system specifically comprises:
acquiring node distinguishing identifiers corresponding to all nodes in the service simulation system after customized segmentation, and taking the node distinguishing identifiers as initial pressure measurement identifiers corresponding to pressure measurement flow;
based on the customized segmentation result and the initial pressure measurement identification of the pressure measurement flow, respectively distributing the pressure measurement flow to each node in the service simulation system;
the step of simulating the flow transmission process of the real flow in the service system to be subjected to pressure measurement specifically comprises the following steps:
based on the monitoring system, real-time obtaining a transmission process of real flow corresponding to each node in the service system to be subjected to pressure measurement;
And determining the transmission process of the corresponding pressure measurement flow in the service simulation system based on the transmission process of the real flow corresponding to each node in the service system to be pressure measured.
5. The full-link pressure measurement method according to claim 4, wherein after the step of determining the transmission process of the corresponding pressure measurement flow in the service simulation system based on the transmission process of the actual flow corresponding to each node in the service system to be pressure measured, the method further comprises:
identifying a pressure measurement identifier corresponding to the pressure measurement flow at the current node based on a preset middleware, and identifying the newly transmitted pressure measurement flow in the pressure measurement flow;
based on the identification result, judging whether the current pressure measurement flow is newly transmitted pressure measurement flow of the downstream service of the current node;
if yes, updating the pressure measurement identification of the current pressure measurement flow;
if not, the pressure measurement identification of the current pressure measurement flow is maintained.
6. The full link pressure measurement method according to claim 5, wherein the step of updating the pressure measurement identifier of the current pressure measurement flow specifically comprises:
based on the middleware, identifying a previous node and a current node of the pressure measurement flow before the current flow;
Acquiring a node distinguishing identifier corresponding to the previous node as a first node identifier;
acquiring a node distinguishing identifier corresponding to the current node as a second node identifier;
based on the middleware, identifying a node where the pressure measurement flow is located after the current circulation, and acquiring a node distinguishing identifier corresponding to the node as a third node identifier;
and splicing the first node identifier, the second node identifier and the third node identifier according to the circulation sequence, and setting a splicing result as a pressure measurement identifier corresponding to the pressure measurement flow at the last node after the circulation.
7. The full-link pressure measurement method according to claim 6, wherein the step of identifying the nodes through which the real traffic flows sequentially under the full-service link based on the traffic transfer process simulated by the pressure measurement traffic in the service simulation system specifically comprises:
splitting the identified pressure measurement identifier to obtain a first node identifier, a second node identifier and a third node identifier which form the pressure measurement identifier;
based on the first node identifier, the second node identifier and the third node identifier, the transmission process of the pressure measurement flow among all nodes in the service simulation system is identified;
And determining nodes through which the real flow sequentially flows under the full-service link of the service system to be subjected to pressure measurement based on the transmission process of the pressure measurement flow among the nodes in the service simulation system.
8. A full link pressure measurement device, comprising:
the request processing module is used for receiving and analyzing the pressure measurement request;
the flow transmission simulation module is used for determining the pressure measurement flow through the analysis result, transmitting the pressure measurement flow into the service simulation system and simulating the flow transmission process of the real flow in the service system to be subjected to pressure measurement;
the flow-through node identification module is used for identifying nodes through which the real traffic flows in sequence under the full-service link based on the traffic transfer process simulated by the pressure measurement traffic in the service simulation system;
the pressure measurement data acquisition module is used for acquiring corresponding pressure measurement data when the identified real flow sequentially flows through each node;
the node topology diagram construction module is used for acquiring the upstream and downstream relations between the nodes in the service system to be subjected to pressure measurement based on each node through which the identified real traffic flows in turn, and constructing a node topology diagram based on the upstream and downstream relations between the nodes;
And the pressure measurement analysis module is used for carrying out system pressure measurement index performance analysis on the service system to be subjected to pressure measurement based on the pressure measurement data and the node topological graph.
9. A computer device comprising a memory having stored therein computer readable instructions which when executed by a processor implement the steps of the full link pressure measurement method of any of claims 1 to 7.
10. A computer readable storage medium having stored thereon computer readable instructions which when executed by a processor implement the steps of the full link pressure measurement method of any of claims 1 to 7.
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