CN112395176A - Method, device, system, equipment, processor and storage medium for testing distributed cloud storage performance - Google Patents
Method, device, system, equipment, processor and storage medium for testing distributed cloud storage performance Download PDFInfo
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Abstract
The invention relates to a method for realizing testing aiming at distributed cloud storage performance, which comprises the steps of determining performance items to be tested, adjusting related parameters of cloud storage, generating a test data stream by a control node and a virtual machine on a configuration file control load node, obtaining results corresponding to all test items of all storage nodes to be tested, selecting information required in all output data to form a specific format, and graphing all generated data; and determining the performance test grade according to the cloud storage performance evaluation standard, and finishing a final test report. The invention also relates to a distributed cloud storage performance testing device, a system, equipment, a processor and a storage medium, and the technical effects can be realized. By adopting the method, the device, the system, the equipment, the processor and the storage medium for testing the distributed cloud storage performance, the core lies in realizing the automatic test of the cloud storage performance integrating the test, the data analysis and the visualization, and the method has wide application prospect in the fields of distributed cloud storage research and test evaluation.
Description
Technical Field
The invention relates to the technical field of automatic testing, in particular to the field of storage performance testing, and specifically relates to a method, a device, a system, equipment, a processor and a computer readable storage medium for testing distributed cloud storage performance.
Background
The distributed cloud storage refers to a system which integrates a large number of storage devices of different types in a network through application software to cooperatively work through functions such as cluster application, a grid technology or a distributed file system and the like by using a storage virtualization technology, and provides data storage and service access functions to the outside. At present, distributed cloud storage is mainly used on the ground in the field of video security, and various manufacturers design various video cloud storage systems in a customized manner according to the technical and functional characteristics of cloud storage, the storage and management of high-capacity video data and the special application requirements in the field of video monitoring, and the video monitoring requirements in different scenes are met. However, since the distributed cloud storage of each manufacturer has different target-oriented, technical means have larger differences, and no specific unified test standard or method exists at present, how to automatically test the distributed cloud storage performance indicates a direction for the benign development of the cloud storage technology in the future, and is a problem to be solved by technical personnel in the field.
Disclosure of Invention
The invention aims to overcome the defects of the prior art and provides a method, a device, a system, equipment, a processor and a computer readable storage medium thereof, which can conveniently and quickly compare the performance of different distributed cloud storage products, realize automatic testing of cloud storage performance, have high testing efficiency and accuracy and wide application range and can test the distributed cloud storage performance.
In order to achieve the above object, the method, apparatus, system, device, processor and computer readable storage medium for testing distributed cloud storage performance according to the present invention are as follows:
the method for testing the distributed cloud storage performance is mainly characterized by comprising the following steps:
(1) customizing a configuration file according to the test task, formulating a test task set through the configuration file, and determining performance items to be tested and adjusting related parameters of cloud storage;
(2) the virtual machines on the control node and the configuration file control load node generate a test data stream;
(3) inputting the generated test data stream for testing the cloud storage performance into the storage nodes and performing performance testing by using a test tool preset by the system to obtain results corresponding to each test item of each storage node to be tested;
(4) collecting all test data and performance data, selecting information required in all output data to form a specific format, and graphing various types of result data;
(5) and determining the performance test grade according to the cloud storage performance evaluation standard, and finishing a final performance test report.
The test task set in the method for testing the distributed cloud storage performance is a set of all test tasks specified by the configuration file, and is used for realizing the functions of batch execution of the test tasks, no manual intervention in the whole process and automatic completion of all the test tasks.
The method for realizing the test of the distributed cloud storage performance comprises the following steps of (2) generating a test data stream:
and generating various types of test data by adopting a simulation generation mode.
The testing tool in the method for testing the distributed cloud storage performance is a universal, open-source and cross-platform performance testing tool.
The performance testing tool in the method for testing the distributed cloud storage performance can be an FIO tool, an IOMeter tool or an Orion tool, and can also be other suitable testing tools.
In step (4), the method for testing the distributed cloud storage performance specifically comprises the following steps:
and integrating all test results into a page classification for real-time display.
The content of the final performance test report in the method for testing the distributed cloud storage performance at least comprises IOPS, delay and specific scenario test items.
The device for testing the distributed cloud storage performance is mainly characterized by comprising the following components:
the environment configuration module is used for configuring a virtual machine used for testing and software required to be installed;
the parameter configuration module is used for adjusting various parameters of the distributed cloud storage according to the storage performance test configuration file;
the test operation module is used for loading a test related performance monitoring program on the virtual machine;
the result analysis module is used for receiving the test result data sent by the test operation module and carrying out classified statistics on the final performance of each storage node;
the result display module is used for performing data charification on the processed and analyzed test result data and integrating the data into a page for classified real-time display;
and the restoration module is used for setting the state of each tested node to be an unused state, releasing all the storage, emptying the data directory and closing the virtual machine.
The system for testing the distributed cloud storage performance for implementing the method is mainly characterized by comprising the following steps:
the control node is used for controlling all the test processes of the load node and the cloud storage node;
the load node is used for generating test data, and the data is transmitted to the cloud storage node to be tested in a load form;
the cloud storage nodes are used as nodes to be tested in the distributed cloud storage cluster;
the test control network is used for communicating the control node with the load node and the control node with the cloud storage node and transmitting a control command;
and the test storage network is used for communicating the load nodes and the control nodes and transmitting test data.
The equipment for realizing the test aiming at the distributed cloud storage performance is mainly characterized by comprising the following components:
a processor configured to execute computer-executable instructions;
the memory stores one or more computer-executable instructions that, when executed by the processor, perform the steps of the above-described method for testing distributed cloud storage performance.
The processor for testing the performance of the distributed cloud storage is mainly characterized in that the processor is configured to execute computer-executable instructions, and when the computer-executable instructions are executed by the processor, the steps of the method for testing the performance of the distributed cloud storage are realized.
The computer-readable storage medium is mainly characterized by storing a computer program thereon, wherein the computer program can be executed by a processor to complete the steps of the method for testing the distributed cloud storage performance.
By adopting the method, the device, the system, the equipment, the processor and the computer readable storage medium for testing the distributed cloud storage performance, the automatic testing technology is adopted, and the performance of different distributed cloud storage products can be compared conveniently and quickly by utilizing various generated testing data and related testing tools according to the self-defined testing requirements. The core of the invention is to realize the automatic test of the cloud storage performance integrating the test, the data analysis and the visualization, and the invention has wide application prospect in the fields of distributed cloud storage research and test evaluation.
Drawings
Fig. 1 is a schematic flow chart of a method for testing distributed cloud storage performance according to an embodiment of the present invention.
Fig. 2 is a schematic structural diagram of the distributed cloud storage performance testing apparatus according to the present invention.
Fig. 3 is a block diagram of a distributed cloud storage performance testing system according to the present invention.
Detailed Description
In order to more clearly describe the technical contents of the present invention, the following further description is given in conjunction with specific embodiments.
As a preferred embodiment of the present invention, the method for implementing a test on distributed cloud storage performance mainly includes the following steps:
(1) customizing a configuration file according to the test task, formulating a test task set through the configuration file, and determining performance items to be tested and adjusting related parameters of cloud storage;
(2) the virtual machines on the control node and the configuration file control load node generate a test data stream;
(3) inputting the generated test data stream for testing the cloud storage performance into the storage nodes and performing performance testing by using a test tool preset by the system to obtain results corresponding to each test item of each storage node to be tested;
(4) collecting all test data and performance data, selecting information required in all output data to form a specific format, and graphing various types of result data;
(5) and determining the performance test grade according to the cloud storage performance evaluation standard, and finishing a final performance test report.
The test task set is a set of all test tasks specified by the configuration file, and is used for realizing the functions of batch execution of the test tasks, no manual intervention in the whole process and automatic completion of all the test tasks.
Generating a test data stream in the step (2), specifically:
and generating various types of test data by adopting a simulation generation mode.
The test tool is a universal, open-source and cross-platform performance test tool.
The performance testing tool may be a FIO tool, IOMeter tool, or Orion tool, or may be other suitable testing tools.
In the step (4), various types of result data are graphed, specifically:
and integrating all test results into a page classification for real-time display.
The content of the final performance test report at least comprises IOPS, delay and specific scenario test items.
As a preferred embodiment of the present invention, the apparatus for implementing a test for distributed cloud storage performance includes:
the environment configuration module is used for configuring a virtual machine used for testing and software required to be installed;
the parameter configuration module is used for adjusting various parameters of the distributed cloud storage according to the storage performance test configuration file;
the test operation module is used for loading a test related performance monitoring program on the virtual machine;
the result analysis module is used for receiving the test result data sent by the test operation module and carrying out classified statistics on the final performance of each storage node;
the result display module is used for performing data charification on the processed and analyzed test result data and integrating the data into a page for classified real-time display;
and the restoration module is used for setting the state of each tested node to be an unused state, releasing all the storage, emptying the data directory and closing the virtual machine.
As a preferred embodiment of the present invention, the system for testing distributed cloud storage performance for implementing the method includes:
the control node is used for controlling all the test processes of the load node and the cloud storage node;
the load node is used for generating test data, and the data is transmitted to the cloud storage node to be tested in a load form;
the cloud storage nodes are used as nodes to be tested in the distributed cloud storage cluster;
the test control network is used for communicating the control node with the load node and the control node with the cloud storage node and transmitting a control command;
and the test storage network is used for communicating the load nodes and the control nodes and transmitting test data.
As a preferred embodiment of the present invention, the apparatus for implementing a test for distributed cloud storage performance includes:
a processor configured to execute computer-executable instructions;
the memory stores one or more computer-executable instructions that, when executed by the processor, perform the steps of the above-described method for testing distributed cloud storage performance.
As a preferred embodiment of the present invention, the processor for implementing the test for distributed cloud storage performance is configured to execute computer-executable instructions, and when the computer-executable instructions are executed by the processor, the steps of the method for implementing the test for distributed cloud storage performance are implemented.
As a preferred embodiment of the present invention, the computer readable storage medium has stored thereon a computer program which is executable by a processor to perform the above-mentioned steps of implementing the method for testing distributed cloud storage performance.
The embodiment of the invention discloses a method, a device, a system, equipment, a processor and a computer readable storage medium for testing distributed cloud storage performance, which are used for automatically testing the storage performance of distributed cloud storage and objectively evaluating the basic storage capacity of various distributed cloud storage.
Referring to fig. 1, when the distributed cloud storage is a video-oriented storage, the method for testing the performance of the distributed cloud storage provided by the embodiment of the present invention specifically includes the following steps:
(1) according to the self-defined configuration file of the test task, a test task set is formulated through the configuration file, and video storage performance items needing to be tested are determined, such as: video download rate, video forwarding rate, video storage rate, etc. And aiming at video storage, relevant parameters of cloud storage are adjusted, and batch execution of the test tasks is realized.
(2) And mounting a virtual machine on the load node, transmitting the configuration file to the load node by the control node through the management network, and controlling the virtual machine on the load node to simulate and generate a test data stream. In order to ensure that each cloud storage node can respond in time when data is read and written or service operation is carried out, the cloud storage nodes are used as testing ends, the control nodes are used as service ends, the control nodes of the service ends uniformly schedule testing end nodes, an automatic testing platform is built, automatic testing is carried out, and manual intervention is not needed in the whole process.
(3) The method comprises the steps that a test data stream generated by testing the video cloud storage performance is input into a storage node through a data network, after a control node receives a test request, a test object corresponding to the request is analyzed, in the scheme, the test object is the video storage performance, and a test module for video storage automation needs to be created according to the test request. After the test module is established, an automatic test task is submitted to the control node, the task aims to perform video storage performance test by using an FIO tool, and results corresponding to test items on each configuration file of each storage node to be tested are obtained.
(4) All test data and performance data output by the FIO tool are collected, information required in all the output data is selected to form a specific format, various types of result data are integrated into a page to be displayed in a classified and real-time mode, and performance test results are conveniently compared and evaluated in a visual and clear mode.
(5) According to a video cloud storage performance evaluation standard or a test case which is drawn up in advance, determining various performance test grades of video storage under IOPS, delay and monitoring scenes by using a time-based averaging or maximum and minimum value algorithm during a test period, and finishing a final test report; and meanwhile, setting the state of each node after the test as an unused state, releasing all the storage, emptying the data directory, closing the virtual machine, and waiting for the next test.
Referring to fig. 2, an embodiment of the present invention further provides a distributed cloud storage performance testing apparatus, including:
the environment configuration module is used for configuring a virtual machine used for testing and software required to be installed;
the parameter configuration module is used for adjusting various parameters of the distributed cloud storage according to the storage performance test configuration file;
the test operation module is used for loading a test related performance monitoring program on the virtual machine;
the result analysis module is used for receiving the test result data sent by the test operation module and carrying out classified statistics on the final performance of each storage node;
the result display module is used for performing data charification on the processed and analyzed test result data and integrating the data into a page for classified real-time display;
and the restoration module is used for setting the state of each tested node into an unused state, releasing all the storage, emptying the data directory and closing the virtual machine.
Referring to fig. 3, an embodiment of the present invention further provides a distributed cloud storage performance testing system, including:
a control node for: controlling all test processes of the load nodes and the cloud storage nodes;
a load node to: the cloud storage node to be tested is used for generating test data, and the data is transmitted to the cloud storage node to be tested in a load mode;
a cloud storage node to: nodes to be tested in the distributed cloud storage cluster;
a control net for: communicating the control node with the load node, and communicating the control node with the cloud storage node to transmit a control command;
a storage network to: and communicating the load node and the control node to transmit the test data.
The embodiment of the invention also provides a distributed cloud storage performance test device, which comprises:
a memory for storing a computer program;
a processor for implementing the method of testing for distributed cloud storage performance of any of claims 1 to 6 when executing the computer program.
The embodiment of the invention also provides a computer-readable storage medium, which comprises a program, wherein the program can be executed by a processor to complete the method for testing the performance of the distributed cloud storage.
Wherein the storage medium may include: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
For a specific implementation of this embodiment, reference may be made to the relevant description in the above embodiments, which is not described herein again.
It is understood that the same or similar parts in the above embodiments may be mutually referred to, and the same or similar parts in other embodiments may be referred to for the content which is not described in detail in some embodiments.
It should be noted that the terms "first," "second," and the like in the description of the present invention are used for descriptive purposes only and are not to be construed as indicating or implying relative importance. Further, in the description of the present invention, the meaning of "a plurality" means at least two unless otherwise specified.
Any process or method descriptions in flow charts or otherwise described herein may be understood as representing modules, segments, or portions of code which include one or more executable instructions for implementing specific logical functions or steps of the process, and alternate implementations are included within the scope of the preferred embodiment of the present invention in which functions may be executed out of order from that shown or discussed, including substantially concurrently or in reverse order, depending on the functionality involved, as would be understood by those reasonably skilled in the art of the present invention.
It should be understood that portions of the present invention may be implemented in hardware, software, firmware, or a combination thereof. In the above embodiments, the various steps or methods may be implemented in software or firmware stored in memory and executed by suitable instruction execution devices. For example, if implemented in hardware, as in another embodiment, any one or combination of the following techniques, which are known in the art, may be used: a discrete logic circuit having a logic gate circuit for implementing a logic function on a data signal, an application specific integrated circuit having an appropriate combinational logic gate circuit, a Programmable Gate Array (PGA), a Field Programmable Gate Array (FPGA), or the like.
It will be understood by those skilled in the art that all or part of the steps carried by the method for implementing the above embodiments may be implemented by hardware that is related to instructions of a program, and the program may be stored in a computer-readable storage medium, and when executed, the program includes one or a combination of the steps of the method embodiments.
In addition, functional units in the embodiments of the present invention may be integrated into one processing module, or each unit may exist alone physically, or two or more units are integrated into one module. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode. The integrated module, if implemented in the form of a software functional module and sold or used as a separate product, may also be stored in a computer readable storage medium.
The storage medium mentioned above may be a read-only memory, a magnetic or optical disk, etc.
In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
By adopting the method, the device, the system, the equipment, the processor and the computer readable storage medium for testing the distributed cloud storage performance, the automatic testing technology is adopted, and the performance of different distributed cloud storage products can be compared conveniently and quickly by utilizing various generated testing data and related testing tools according to the self-defined testing requirements. The core of the invention is to realize the automatic test of the cloud storage performance integrating the test, the data analysis and the visualization, and the invention has wide application prospect in the fields of distributed cloud storage research and test evaluation.
In this specification, the invention has been described with reference to specific embodiments thereof. It will, however, be evident that various modifications and changes may be made thereto without departing from the broader spirit and scope of the invention. The specification and drawings are, accordingly, to be regarded in an illustrative rather than a restrictive sense.
Claims (12)
1. A method for realizing testing aiming at distributed cloud storage performance is characterized by comprising the following steps:
(1) customizing a configuration file according to the test task, formulating a test task set through the configuration file, and determining performance items to be tested and adjusting related parameters of cloud storage;
(2) the virtual machines on the control node and the configuration file control load node generate a test data stream;
(3) inputting the generated test data stream for testing the cloud storage performance into the storage nodes and performing performance testing by using a test tool preset by the system to obtain results corresponding to each test item of each storage node to be tested;
(4) collecting all test data and performance data, selecting information required in all output data to form a specific format, and graphing various types of result data;
(5) and determining the performance test grade according to the cloud storage performance evaluation standard, and finishing a final performance test report.
2. The method for testing the performance of the distributed cloud storage according to claim 1, wherein the test task set is a set of all test tasks specified by the configuration file, and is used for realizing the functions of executing the test tasks in batch, automatically completing all the test tasks without manual intervention in the whole process.
3. The method for implementing the test for the distributed cloud storage performance according to claim 1, wherein the test data stream generated in the step (2) specifically includes:
and generating various types of test data by adopting a simulation generation mode.
4. The method for testing distributed cloud storage performance according to claim 1, wherein the testing tool is a general-purpose, open-source, cross-platform performance testing tool.
5. The method of claim 4, wherein the performance testing tool is a FIO tool, an IOMeter tool, or an Orion tool.
6. The method for testing distributed cloud storage performance according to claim 1, wherein in the step (4), various types of result data are graphed, specifically:
and integrating all test results into a page classification for real-time display.
7. The method for testing distributed cloud storage performance according to claim 1, wherein the content of the final performance test report at least includes IOPS, latency, and scenario-specific test items.
8. An apparatus for enabling testing for distributed cloud storage performance, the apparatus comprising:
the environment configuration module is used for configuring a virtual machine used for testing and software required to be installed;
the parameter configuration module is used for adjusting various parameters of the distributed cloud storage according to the storage performance test configuration file;
the test operation module is used for loading a test related performance monitoring program on the virtual machine;
the result analysis module is used for receiving the test result data sent by the test operation module and carrying out classified statistics on the final performance of each storage node;
the result display module is used for performing data charification on the processed and analyzed test result data and integrating the data into a page for classified real-time display;
and the restoration module is used for setting the state of each tested node to be an unused state, releasing all the storage, emptying the data directory and closing the virtual machine.
9. A system for testing distributed cloud storage performance for implementing the method of any one of claims 1 to 7, the system comprising:
the control node is used for controlling all the test processes of the load node and the cloud storage node;
the load node is used for generating test data, and the data is transmitted to the cloud storage node to be tested in a load form;
the cloud storage nodes are used as nodes to be tested in the distributed cloud storage cluster;
the test control network is used for communicating the control node with the load node and the control node with the cloud storage node and transmitting a control command;
and the test storage network is used for communicating the load nodes and the control nodes and transmitting test data.
10. An apparatus for implementing testing for distributed cloud storage performance, the apparatus comprising:
a processor configured to execute computer-executable instructions;
a memory storing one or more computer-executable instructions that, when executed by the processor, perform the steps of any of claims 1 to 7 to implement a method of testing distributed cloud storage performance.
11. A processor configured to execute computer-executable instructions for implementing a method for testing distributed cloud storage performance, wherein the computer-executable instructions, when executed by the processor, implement the steps of any one of claims 1 to 7 for implementing the method for testing distributed cloud storage performance.
12. A computer-readable storage medium, having stored thereon a computer program executable by a processor to perform the steps of any of claims 1 to 7 for implementing a method for testing distributed cloud storage performance.
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| CN113010376B (en) * | 2021-03-01 | 2023-07-21 | 北京聚云科技有限公司 | Monitoring method and device for cloud storage system for storing training data |
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