CN114385448A - Sampler operation test method and system - Google Patents

Abstract

The embodiment of the invention provides a sampler operation test method and a sampler operation test system, which are characterized in that the attention test data of an attention connection task node in a target operation test range are generated by acquiring the cyclic linkage test data of a sampler operation test task and the attention test data of the attention connection task node which is in attention connection with the sampler operation test task in the target operation test range, and then the attention tag sequence of the attention connection task node and the attention test data of the sampler operation test task in the relation with the attention attribute in the sampler operation test task is determined according to the attention test data of the attention connection task node in the target operation test range, so that the attention key data following rule of the sampler operation test task is generated. Therefore, the attention key data of the current sampler running test task is generated according to the rule, and the pertinence of the subsequent sampler test data collection can be improved.

Description

Sampler operation test method and system

Technical Field

The invention relates to the technical field of samplers, in particular to a sampler operation testing method and system.

Background

In the operation test process aiming at the sampler, relevant data needs to be collected so as to facilitate subsequent analysis and mining, and the stability of the sampler in the operation process is judged.

Disclosure of Invention

In view of the above, an object of the embodiments of the present invention is to provide a method and a system for testing operation of a sampler.

In a first aspect, an embodiment of the present invention provides a method for acquiring cyclical linkage test data, which is applied to a server, and the method includes:

acquiring cyclic linkage test data of a sampler operation test task;

acquiring an attention test data set of an attention connection task node which is in attention connection with the sampler operation test task in a target operation test range according to the cyclical linkage test data, wherein the attention test data set of the attention connection task node in the target operation test range comprises the attention test data of the attention connection task node and the sampler operation test task and an attention label sequence of corresponding connection attention attributes;

determining attention tag sequences of attention attribute connection between the attention task nodes and the attention test data of the sampler running test task in the sampler running test task according to the attention test data set of the attention task nodes in the target running test range;

according to the attention tag sequence of the attention test data of the sampler operation test task in the sampler operation test task and the attention attribute, obtaining an attention key data following rule aiming at the attention tag sequence aiming at the attention attribute in the sampler operation test task, so as to carry out attention key data following on the sampler operation test task.

The step of acquiring an attention test data set of an attention task node having attention connection with the sampler operation test task in a target operation test range according to the cyclic linkage test data comprises the following steps:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task;

and inputting the linkage frequent item node data corresponding to the sampler running test task into an attention test model sequence for matching to obtain an attention test data set of the attention linkage task node in a target running test range.

Wherein, according to the cyclic linkage test data, acquiring an attention test data set of an attention task node having attention connection with the sampler operation test task in a target operation test range, further comprises:

acquiring an updated linkage test data cluster for updating the sampler operation test task and collected linkage attention contact task nodes which have attention contact with the sampler operation test task;

generating an attention test data set of each linkage attention contact task node in a target operation test range according to an attention tag sequence of each linkage attention contact task node in the updated sampler operation test task and attention test data of each linkage attention contact task node and the sampler operation test task;

adding an attention test data set of each linkage attention contact task node in a target operation test range into the attention test data set to obtain an updated attention test database;

and acquiring linkage frequent item node data corresponding to the sampler operation test task and attention test data between the attention test data sets of the linkage attention connection task nodes in the target operation test range according to the updated linkage test data cluster.

The step of performing linkage frequent item node tracing on the cyclical linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task comprises the following steps:

generating an attention contact task node cluster according to each attention contact task node in the cyclical linkage test data;

and tracing linkage frequent item nodes of the attention contact task node cluster to obtain linkage frequent item node data corresponding to the sampler operation test task.

According to another aspect of the embodiments of the present invention, there is provided a cyclic linkage test data acquisition system applied to a server, the system including:

the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring the cyclic linkage test data of sampler operation test tasks in a sampler operation test group;

a second obtaining module, configured to obtain, according to the cyclical linkage test data, an attention test data set of an attention connection task node in a target operation test range, where the attention connection task node is in attention connection with the sampler operation test task, where the attention test data set of the attention connection task node in the target operation test range includes attention test data of the attention connection task node and the sampler operation test task and an attention tag sequence of a corresponding connection attention attribute;

the determining module is used for determining an attention tag sequence of an attention attribute of the attention test data of the attention task node and the sampler running test task in the sampler running test task according to the attention test data set of the attention task node in the target running test range;

and the obtaining module is used for obtaining an attention key data following rule aiming at the attention tag sequence aiming at the attention attribute in the sampler running test task according to the attention tag sequence of the attention link task node and the attention test data of the sampler running test task in the sampler running test task, so as to follow the attention key data of the sampler running test task.

The second obtaining module is specifically configured to:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task;

and inputting the linkage frequent item node data corresponding to the sampler running test task into an attention test model sequence for matching to obtain an attention test data set of the attention linkage task node in a target running test range.

Wherein the second obtaining module is further configured to:

acquiring an updated linkage test data cluster for updating the sampler operation test task and collected linkage attention contact task nodes which have attention contact with the sampler operation test task;

generating an attention test data set of each linkage attention contact task node in a target operation test range according to an attention tag sequence of each linkage attention contact task node in the updated sampler operation test task and attention test data of each linkage attention contact task node and the sampler operation test task;

adding an attention test data set of each linkage attention contact task node in a target operation test range into the attention test data set to obtain an updated attention test database;

and acquiring linkage frequent item node data corresponding to the sampler operation test task and attention test data between the attention test data sets of the linkage attention connection task nodes in the target operation test range according to the updated linkage test data cluster.

The second obtaining module is further specifically configured to:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task:

generating an attention contact task node cluster according to each attention contact task node in the cyclical linkage test data;

and tracing linkage frequent item nodes of the attention contact task node cluster to obtain linkage frequent item node data corresponding to the sampler operation test task.

To sum up, in the sampler operation test method and system provided in the embodiments of the present invention, the attention test data set of the attention task node in the target operation test range is generated by obtaining the cyclic linkage test data of the sampler operation test task, and the attention test data set of the attention task node in the target operation test range, which is attention-linked to the sampler operation test task, and then the attention tag sequence of the attention task node and the attention test attribute of the attention test data of the sampler operation test task in the sampler operation test task is determined according to the attention test data set of the attention task node in the target operation test range, and the attention tag sequence of the attention task node and the sampler operation test task node are determined according to the attention test data set of the attention task node in the target operation test range The attention tag sequence of the attention attribute of the business attention test data in the sampler running test task generates an attention key data following rule of the sampler running test task according to the attention tag sequence of the attention attribute of the attention link task node and the attention test data of the sampler running test task in the sampler running test task, and the attention key data following rule of the attention link task node and the attention test data of the sampler running test task in the attention tag sequence of the attention attribute in the sampler running test task. Therefore, according to the cyclic linkage test data and the attention test data of the attention linkage task node with attention linkage, the attention key data of the current sampler operation test task is generated according to the following rule, and the pertinence of the subsequent sampler test data collection can be improved.

In order to make the aforementioned objects, features and advantages of the embodiments of the present invention comprehensible, embodiments accompanied with figures are described in detail below.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the embodiments will be briefly described below, it should be understood that the following drawings are only some embodiments of the present invention, and therefore should not be considered as limiting the scope, and it is obvious for those skilled in the art that other related drawings can be obtained according to the drawings without inventive efforts.

FIG. 1 is a schematic flow chart of a sampler operation test method according to an embodiment of the present invention;

fig. 2 is a functional block diagram of a sampler operation test system according to an embodiment of the present invention.

Detailed Description

In order to make the technical solutions of the present invention better understood by the scholars in the technical field, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.

Fig. 1 is a schematic flow chart of a sampler operation testing method according to an embodiment of the present invention, where the cyclic linkage testing data collection method may be executed by a server.

A server may include one or more processors, such as one or more Central Processing Units (CPUs), each of which may implement one or more hardware threads. A server may also include any storage medium for storing any kind of information, such as code, settings, data, etc. For example, and without limitation, the storage medium may include any one or more of the following in combination: any type of RAM, any type of ROM, flash memory devices, hard disks, optical disks, etc. More generally, any storage medium may use any technology to store information. Further, any storage medium may provide volatile or non-volatile retention of information. Further, any storage medium may represent a fixed or removable component of a server. In one case, the server may perform any of the operations of the associated instructions when the processor executes the associated instructions, which are stored in any storage medium or combination of storage media. The server also comprises one or more drive units for interacting with any storage medium, such as a hard disk drive unit, an optical disk drive unit, etc.

The server also includes input/output (I/O) for receiving various inputs (via the input unit) and for providing various outputs (via the output unit)). One particular output mechanism may include a presentation device and an associated Graphical User Interface (GUI). The server may also include one or more network interfaces for exchanging data with other devices via one or more communication units. One or more communication buses couple the above-described components together.

The communication unit may be implemented in any manner, e.g., over a local area network, a wide area network (e.g., the internet), a point-to-point connection, etc., or any combination thereof. The communication units may comprise any combination of hardwired links, wireless links, routers, gateway functions, name servers, etc., governed by any protocol or combination of protocols.

The detailed steps of the sampler operation test method are described below.

Step S201, obtaining the cyclic linkage test data of the sampler operation test task.

Step S202, acquiring an attention test data set of an attention task node having attention connection with the sampler operation test task in a target operation test range according to the cyclic linkage test data, wherein the attention test data set of the attention task node in the target operation test range comprises the attention test data of the attention task node and the sampler operation test task and an attention label sequence corresponding to the attention attribute.

Step S203, determining attention label sequences of attention attribute of the attention test data of the attention task node and the sampler running test task in the sampler running test task according to the attention test data set of the attention task node in the target running test range.

Step S204, according to the attention tag sequence of the attention attribute of the attention test data of the sampler operation test task and the attention contact task node in the sampler operation test task, obtaining an attention key data following rule aiming at the attention tag sequence aiming at the attention attribute in the sampler operation test task, so as to follow the attention key data of the sampler operation test task.

According to the steps, the embodiment generates the attention test data set of the attention task node in the target operation test range by acquiring the cyclic linkage test data of the sampler operation test task and the attention test data set of the attention task node which is in attention linkage with the sampler operation test task in the target operation test range, then determines the attention tag sequence of the attention attribute of the attention task node and the attention test data of the sampler operation test task in the sampler operation test task according to the attention test data set of the attention task node in the target operation test range, and determines the attention tag sequence of the attention task node and the attention test data of the sampler operation test task according to the attention test data set of the attention task node in the target operation test range And generating an attention key data following rule of the sampler running test task in the attention tag sequence of the attention attribute in the sampler running test task according to the attention tag sequence of the attention attribute in the sampler running test task of the attention link task node and the attention test data of the sampler running test task, and the attention tag sequence of the attention link task node and the attention test data of the sampler running test task in the attention tag sequence of the attention attribute in the sampler running test task. Therefore, according to the cyclic linkage test data and the attention test data of the attention linkage task node with attention linkage, the attention key data of the current sampler operation test task is generated according to the following rule, and the pertinence of the subsequent sampler test data collection can be improved.

In step S202, in this embodiment, linkage frequent item node tracing may be performed on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task, and then linkage frequent item node tracing may be performed on the attention test data set of the attention linkage task node within the target operation test range, so that the attention test data set of the attention linkage task node within the target operation test range is obtained by inputting the linkage frequent item node data corresponding to the sampler operation test task into the attention test model sequence for matching.

In step S202, in this embodiment, an updated linkage test data cluster for updating the sampler operation test task, and collected linkage attention task nodes having attention linkage with the sampler operation test task may be obtained, then an attention test data set of each linkage attention task node in a target operation test range is generated according to an attention tag sequence of each linkage attention task node in the updated sampler operation test task and the attention test data of each linkage attention task node and the sampler operation test task, and the attention test data set of each linkage attention task node in the target operation test range is added to the attention test data set to obtain an updated attention test database.

On the basis, linkage frequent item node data corresponding to the sampler operation test task and attention test data between the attention test data sets of the linkage attention connection task nodes in the target operation test range can be obtained according to the updated linkage test data cluster.

In step S202, in this embodiment, an attention contact task node cluster may be generated according to each attention contact task node in the cyclical linkage test data. And then, performing linkage frequent item node tracing on the attention-related task node cluster to obtain linkage frequent item node data corresponding to the sampler operation test task.

Fig. 2 is a functional block diagram of a cyclic linkage test data acquisition system according to an embodiment of the present invention, where the functions implemented by the cyclic linkage test data acquisition system may correspond to the steps executed by the foregoing method. The cyclic linkage test data acquisition system may be understood as the server or a processor of the server, or may be understood as a component which is independent from the server or the processor and implements the functions of the present invention under the control of the server, as shown in fig. 2, and the functions of the functional modules of the cyclic linkage test data acquisition system are described in detail below.

The first obtaining module 201 is configured to obtain cyclic linkage test data of sampler operation test tasks in a sampler operation test group.

A second obtaining module 202, configured to obtain, according to the cyclical linkage test data, an attention test data set of an attention connection task node in a target operation test range, where the attention connection task node has an attention connection with the sampler operation test task, where the attention test data set of the attention connection task node in the target operation test range includes attention test data of the attention connection task node and the sampler operation test task and an attention tag sequence of a corresponding connection attention attribute.

A determining module 203, configured to determine, according to the attention test data set of the attention task node in the target running test range, an attention tag sequence of an attention attribute of the attention task node and the attention test data of the sampler running test task in the sampler running test task.

An obtaining module 204, configured to obtain, according to an attention tag sequence of an attention attribute of attention test data of an attention tie task node and the sampler running test task in the sampler running test task, an attention critical data following rule for the attention tag sequence of the attention tie attribute in the sampler running test task, so as to perform attention critical data following on the sampler running test task.

The second obtaining module 201 generates an attention test data set of the attention contact task node within the target operation test range by:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task;

and inputting the linkage frequent item node data corresponding to the sampler running test task into an attention test model sequence for matching to obtain an attention test data set of the attention linkage task node in a target running test range.

Wherein the second obtaining module 201 is further configured to:

acquiring an updated linkage test data cluster for updating the sampler operation test task and collected linkage attention contact task nodes which have attention contact with the sampler operation test task;

generating an attention test data set of each linkage attention contact task node in a target operation test range according to an attention tag sequence of each linkage attention contact task node in the updated sampler operation test task and attention test data of each linkage attention contact task node and the sampler operation test task;

adding an attention test data set of each linkage attention contact task node in a target operation test range into the attention test data set to obtain an updated attention test database;

and acquiring linkage frequent item node data corresponding to the sampler operation test task and attention test data between the attention test data sets of the linkage attention connection task nodes in the target operation test range according to the updated linkage test data cluster.

The second obtaining module 201 obtains linkage frequent item node data corresponding to the sampler operation test task by performing linkage frequent item node tracing on the cyclic linkage test data in the following manner:

and generating an attention contact task node cluster according to each attention contact task node in the cyclical linkage test data.

And tracing linkage frequent item nodes of the attention contact task node cluster to obtain linkage frequent item node data corresponding to the sampler operation test task.

It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.

The functional modules in the embodiments of the present invention may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.

Alternatively, all or part of the implementation may be in software, hardware, firmware, or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When loaded and executed on a computer, cause the processes or functions described in accordance with the embodiments of the invention to occur, in whole or in part. The computer may be a general purpose computer, a special purpose computer, a network of computers, or other programmable device. The computer instructions may be stored in a computer readable storage medium or transmitted from one computer readable storage medium to another, for example, the computer instructions may be transmitted from one website site, computer, or data center to another website site, computer, or data center by wire (e.g., coaxial cable, fiber optic, Digital Subscriber Line (DSL)) or wirelessly (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that can be accessed by a computer or a data storage device, such as a server, a data center, etc., that incorporates one or more of the available media. The usable medium may be a magnetic medium (e.g., floppy Disk, hard Disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., Solid State Disk (SSD)), among others.

It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.

It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any drawing credit or debit acknowledgement in the claims should not be construed as limiting the claim concerned.

Claims (8)

1. A sampler operation testing method is applied to a server, and comprises the following steps:

acquiring the cyclicity linkage test data of sampler operation test tasks in the sampler operation test group;

acquiring an attention test data set of an attention connection task node which is in attention connection with the sampler operation test task in a target operation test range according to the cyclical linkage test data, wherein the attention test data set of the attention connection task node in the target operation test range comprises the attention test data of the attention connection task node and the sampler operation test task and an attention label sequence of corresponding connection attention attributes;

determining attention tag sequences of attention attribute connection between the attention task nodes and the attention test data of the sampler running test task in the sampler running test task according to the attention test data set of the attention task nodes in the target running test range;

according to the attention tag sequence of the attention test data of the sampler operation test task in the sampler operation test task and the attention attribute, obtaining an attention key data following rule aiming at the attention tag sequence aiming at the attention attribute in the sampler operation test task, so as to carry out attention key data following on the sampler operation test task.

2. The method according to claim 1, wherein the step of obtaining the attention test data set of the attention task node in the target operation test range, which is attention-linked with the sampler operation test task, according to the cyclical linkage test data comprises:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task;

and inputting the linkage frequent item node data corresponding to the sampler running test task into an attention test model sequence for matching to obtain an attention test data set of the attention linkage task node in a target running test range.

3. The method of claim 2, wherein the obtaining an attentiveness test data set of attentiveness link task nodes in attention link with the sampler operation test task within a target operation test range according to the cyclical linkage test data further comprises:

acquiring an updated linkage test data cluster for updating the sampler operation test task and collected linkage attention contact task nodes which have attention contact with the sampler operation test task;

generating an attention test data set of each linkage attention contact task node in a target operation test range according to an attention tag sequence of each linkage attention contact task node in the updated sampler operation test task and attention test data of each linkage attention contact task node and the sampler operation test task;

adding an attention test data set of each linkage attention contact task node in a target operation test range into the attention test data set to obtain an updated attention test database;

and acquiring linkage frequent item node data corresponding to the sampler operation test task and attention test data between the attention test data sets of the linkage attention connection task nodes in the target operation test range according to the updated linkage test data cluster.

4. The method according to claim 3, wherein the performing linked frequent item node tracing on the cyclical linked test data to obtain linked frequent item node data corresponding to the sampler operation test task comprises:

generating an attention contact task node cluster according to each attention contact task node in the cyclical linkage test data;

and tracing linkage frequent item nodes of the attention contact task node cluster to obtain linkage frequent item node data corresponding to the sampler operation test task.

5. A sampler operation test system, which is applied to a server, the system comprising:

the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring the cyclic linkage test data of sampler operation test tasks in a sampler operation test group;

a second obtaining module, configured to obtain, according to the cyclical linkage test data, an attention test data set of an attention connection task node in a target operation test range, where the attention connection task node is in attention connection with the sampler operation test task, where the attention test data set of the attention connection task node in the target operation test range includes attention test data of the attention connection task node and the sampler operation test task and an attention tag sequence of a corresponding connection attention attribute;

the determining module is used for determining an attention tag sequence of an attention attribute of the attention test data of the attention task node and the sampler running test task in the sampler running test task according to the attention test data set of the attention task node in the target running test range;

and the obtaining module is used for obtaining an attention key data following rule aiming at the attention tag sequence aiming at the attention attribute in the sampler running test task according to the attention tag sequence of the attention link task node and the attention test data of the sampler running test task in the sampler running test task, so as to follow the attention key data of the sampler running test task.

6. The system of claim 5, wherein the second obtaining module is specifically configured to:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task;

and inputting the linkage frequent item node data corresponding to the sampler running test task into an attention test model sequence for matching to obtain an attention test data set of the attention linkage task node in a target running test range.

7. The system of claim 6, wherein the second obtaining module is further configured to:

acquiring an updated linkage test data cluster for updating the sampler operation test task and collected linkage attention contact task nodes which have attention contact with the sampler operation test task;

generating an attention test data set of each linkage attention contact task node in a target operation test range according to an attention tag sequence of each linkage attention contact task node in the updated sampler operation test task and attention test data of each linkage attention contact task node and the sampler operation test task;

adding an attention test data set of each linkage attention contact task node in a target operation test range into the attention test data set to obtain an updated attention test database;

and acquiring linkage frequent item node data corresponding to the sampler operation test task and attention test data between the attention test data sets of the linkage attention connection task nodes in the target operation test range according to the updated linkage test data cluster.

8. The system of claim 7, wherein the second obtaining module is further specifically configured to:

performing linkage frequent item node tracing on the cyclic linkage test data to obtain linkage frequent item node data corresponding to the sampler operation test task:

generating an attention contact task node cluster according to each attention contact task node in the cyclical linkage test data;

and tracing linkage frequent item nodes of the attention contact task node cluster to obtain linkage frequent item node data corresponding to the sampler operation test task.

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