CN113448842A - Big data system testing method and device, server and storage medium - Google Patents
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Abstract
The embodiment of the application provides a big data system testing method and a device, wherein the method comprises the following steps: based on a matching retrieval condition set constructed according to at least one first target condition item, retrieving a file information set related to a first retrieval mode from file information sets participating in testing by using the first retrieval mode; based on a matching retrieval condition set constructed according to at least one second target condition item, retrieving a file information set related to a second retrieval mode from file information sets participating in testing by using the second retrieval mode; and when the first file information set corresponding to the matched retrieval condition and the second file information set corresponding to the matched retrieval condition have different file information, generating information indicating that the first retrieval mode has an error in the retrieval aiming at the matched retrieval condition and/or information indicating that the second retrieval mode has an error in the retrieval aiming at the matched retrieval condition based on the different file information.
Description
Technical Field
The application relates to the field of big data, in particular to a big data system testing method, a big data system testing device, a big data system testing server and a storage medium.
Background
Retrieving data satisfying the retrieval condition from data stored in the big data system is a basic function of the big data system to be provided for a user. In order to provide accurate data to a user, it is necessary to periodically test the accuracy of a search result obtained by searching for a search condition in a search method provided by a big data system.
Currently, when testing the accuracy of a retrieval result obtained by retrieving a retrieval mode provided by a big data system according to a retrieval condition, the commonly adopted mode is as follows: for each of a large number of search conditions, it is necessary to manually determine target data corresponding to the search condition for comparison with the searched search result. And searching a search result corresponding to the search condition from the data stored in the big data system by using a search mode provided by the big data system, and comparing the search result with the target data corresponding to the search condition.
However, data satisfying the search condition stored in the big data system is in a mass level, and for each search condition, target data corresponding to the search condition needs to be determined manually, which results in high test cost and low efficiency. In addition, the data stored in the big data system is updated frequently, and the target data corresponding to each retrieval condition in at least part of the retrieval conditions needs to be determined again each time the data stored in the big data system is updated.
Disclosure of Invention
The embodiment of the application provides a big data system testing method, a big data system testing device, a server and a storage medium.
The embodiment of the application provides a big data system testing method, which comprises the following steps:
according to a first target condition item supported by a first retrieval mode, a value corresponding to the first target condition item and a second target condition item supported by a second retrieval mode, a matching retrieval condition set is constructed, the matching retrieval condition set comprises a plurality of matching retrieval conditions, and each matching retrieval condition can be constructed according to at least one first target condition item and at least one second target condition item; the big data system supports the first retrieval mode and the second retrieval mode;
based on a matching retrieval condition set constructed according to at least one first target condition item, retrieving a file information set related to a first retrieval mode from file information sets participating in testing by using the first retrieval mode;
based on a matching retrieval condition set constructed according to at least one second target condition item, retrieving a file information set related to a second retrieval mode from the file information sets participating in the test by using the second retrieval mode;
wherein, the archive information set related to the first retrieval mode comprises: the first file information set corresponding to each matching retrieval condition in the matching retrieval condition set comprises the file information sets related to the second retrieval mode: a second file information set corresponding to each matching retrieval condition;
for each matching retrieval condition, when the first file information set corresponding to the matching retrieval condition and the second file information set corresponding to the matching retrieval condition have different file information, generating information indicating that the first retrieval mode has an error in retrieval for the matching retrieval condition and/or information indicating that the second retrieval mode has an error in retrieval for the matching retrieval condition based on the different file information.
The embodiment of the application provides a big data system testing arrangement, includes:
the search method comprises a construction unit, a search unit and a search processing unit, wherein the construction unit is configured to construct a matching search condition set according to a first target condition item supported by a first search mode, a value corresponding to the first target condition item, a second target condition item supported by a second search mode and a value corresponding to the second target condition item, the matching search condition set comprises a plurality of matching search conditions, and each matching search condition can be constructed according to at least one first target condition item and at least one second target condition item; the big data system supports the first retrieval mode and the second retrieval mode;
the first retrieval unit is configured to retrieve the archive information set related to a first retrieval mode from the archive information sets participating in the test by using the first retrieval mode based on a matched retrieval condition set constructed according to at least one first target condition item;
a second retrieval unit, configured to retrieve the archive information set related to a second retrieval mode from the archive information sets participating in the test by using the second retrieval mode based on the matching retrieval condition set constructed according to at least one second target condition item; wherein, the archive information set related to the first retrieval mode comprises: the first file information set corresponding to each matching retrieval condition in the matching retrieval condition set comprises the file information sets related to the second retrieval mode: a second file information set corresponding to each matching retrieval condition;
and the testing unit is configured to generate information indicating that the first retrieval mode has an error in retrieval for the matching retrieval condition and/or information indicating that the second retrieval mode has an error in retrieval for the matching retrieval condition based on the different archive information when the first archive information set corresponding to the matching retrieval condition and the second archive information set corresponding to the matching retrieval condition have different archive information for each matching retrieval condition.
According to the big data system testing method and device provided by the embodiment of the application, for each matching retrieval condition, when the first file information set corresponding to the matching retrieval condition and the second file information set corresponding to the matching retrieval condition have different file information, based on the different file information, information indicating that the first retrieval mode carries out retrieval aiming at the matching retrieval condition and has errors and/or information indicating that the second retrieval mode carries out retrieval aiming at the matching retrieval condition and has errors is generated. Therefore, the test of the accuracy of the retrieval result obtained by utilizing the first retrieval mode to perform retrieval on the matched retrieval condition and the accuracy of the retrieval result obtained by utilizing the second retrieval mode to perform retrieval on the matched retrieval condition is completed. In the testing process, for any one matching retrieval condition, target data used for comparing retrieval results corresponding to the corresponding matching retrieval condition does not need to be determined. Meanwhile, the target data corresponding to each matching retrieval condition in at least partial matching retrieval conditions does not need to be determined again each time the data stored in the big data is updated. Greatly reducing the testing cost and improving the testing efficiency.
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The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and together with the description, serve to explain the principles of the application.
FIG. 1 is a flow chart illustrating a testing method provided by an embodiment of the present application;
FIG. 2 is a block diagram illustrating a test apparatus according to an embodiment of the present disclosure;
fig. 3 shows a block diagram of a server according to an embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the relevant invention and not restrictive of the invention. It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
Fig. 1 shows a flowchart of a big data system testing method provided in an embodiment of the present application, where the method includes:
In the application, the big data system supports a first retrieval mode and a second retrieval mode, the matching retrieval condition set comprises a plurality of matching retrieval conditions, and each matching retrieval condition in the plurality of matching retrieval conditions comprises at least one condition item.
In the present application, a condition item supported by the first search method is referred to as a first target condition item, and a condition item supported by the second search method is referred to as a second target condition item.
Each matching retrieval condition can be constructed according to at least one first target condition item and at least one second target condition item.
For any one matching retrieval condition, the matching retrieval condition comprises a value corresponding to each condition item of the matching retrieval condition used for construction.
For any one matching retrieval condition, if the matching retrieval condition is constructed by using at least one first target condition item, for each first target condition item used for constructing the matching retrieval condition, all second target condition items comprise one second target condition item which is the same as the first target condition item. For any one matching retrieval condition, if the matching retrieval condition is constructed by using at least one second target condition item, for each second target condition item used for constructing the matching retrieval condition, all the first target condition items comprise one first target condition item which is the same as the second target condition item. Therefore, each matching retrieval condition can be constructed according to at least one first target condition item and at least one second target condition item.
All condition item types may include, but are not limited to: gender type, age type, abnormal behavior type, personnel condition type, personnel presence type. If the condition item of the gender type is used for constructing a matching retrieval condition, one or more values corresponding to the condition item of the gender type can be set, and the matching retrieval condition comprises: one or more values corresponding to the condition items of the gender type. Any value corresponding to the condition item of the gender type in the matching search condition is one of the following values: male and female. If the condition item using the age type is used to construct a matching search condition, a corresponding one or more values of the condition item of the age type may be set, and the matching search condition includes: the corresponding one or more values of the condition items of the age type, and the corresponding any one value of the condition items of the age type in the matching search condition is one of the following: : childhood, teenager, middle aged, and elderly people. If the condition item of the abnormal behavior type is used to construct a matching search condition, the corresponding one or more values of the condition item of the abnormal behavior type may be set, where the matching search condition includes: the corresponding one or more values of the condition item of the abnormal behavior type, and the corresponding any one value of the condition item of the abnormal behavior type in the matching retrieval condition is one of the following values: the number of times of day and night of the person is more than or equal to N, the number of times of sudden increase of the person activity is more than or equal to N, and the number of times of sudden decrease of the person activity is more than or equal to N. If the condition item of the person condition type is used to construct a matching search condition, the corresponding one or more values of the condition item of the person condition type may be set, and the matching search condition includes: the corresponding one or more values of the condition items of the person condition type, and the corresponding any one value of the condition items of the person condition type in the matching search condition is one of the following: standing the personnel and leaving the district. If the condition item of the presence/absence type is used to construct a matching search condition, the corresponding one or more values of the condition item of the presence/absence type may be set, and the matching search condition includes: the corresponding one or more values of the condition items of the presence-absence condition type, and the corresponding any one value of the condition items of the presence-absence condition type in the matching retrieval condition is one of the following: and the device can be used for going out and going out at any place and preset places.
In some embodiments, at least some of all of the first target condition items and at least some of all of the second target condition items have a correspondence relationship.
For any one first target condition item, the first condition item having a correspondence with a second target condition item may mean that the first target condition item is the same as the second target condition item.
In some embodiments, the type of any one target condition item is one of: optional target condition items and optional target condition items; the optional target condition items are necessary target condition items for constructing each matched retrieval condition; the selectable target condition items are not necessary target condition items for constructing each matching retrieval condition; according to a first target condition item supported by a first retrieval mode, a value corresponding to the first target condition item, a second target condition item supported by a second retrieval mode and a value corresponding to the second target condition item, constructing a matching retrieval condition set, wherein the matching retrieval condition set comprises the following steps: if the first target condition item used when the matching retrieval condition is constructed according to the at least one first target condition item comprises a necessary target condition item and a second target condition item which has a corresponding relation with the necessary target condition item does not exist in the second target condition item, setting a value corresponding to the necessary target condition item as a basic value when the matching retrieval condition is constructed according to the at least one first target condition item; or, if the second target condition item used when the matching search condition is constructed according to the at least one second target condition item includes a candidate target condition item, and the first target condition item does not have a first target condition item having a corresponding relationship with the candidate target condition item, setting a value corresponding to the candidate target condition item as a base value when the matching search condition is constructed according to the at least one second target condition item.
In the present application, the type of any one of the target condition items may be one of: optional target condition items and optional target condition items. It is understood that the optional or optional search modes are required to be selected according to the condition items. For example, a certain first target condition item is indispensable for the first retrieval manner. Accordingly, the type of any one of the first target condition items may be one of: the optional target condition item and the optional target condition item of the first retrieval mode. The type of any one of the second target condition items may be one of: the optional target condition item and the optional target condition item of the second retrieval mode.
In this application, if a first target condition item used when a matching search condition is constructed according to at least one first target condition item includes a candidate target condition item, and a second target condition item having a corresponding relationship with the candidate target condition item does not exist in the second target condition item, that is, all the second condition items do not include a second target condition item identical to the candidate target condition item, when the matching search condition is constructed according to at least one first target condition item, a value corresponding to the candidate target condition item is set as a base value, so that when the candidate target condition item is used for constructing any one matching search condition, the value corresponding to the candidate target condition item in the matching search condition is the base value corresponding to the candidate target condition item.
For example, if the first target condition item used in constructing the matching search condition based on at least one first target condition item includes a first target condition item of the case-of-existence type, the first target condition item of the present and absent condition type is a necessary target condition item, and the second target condition item having a corresponding relationship with the necessary target condition item does not exist in the second target condition item, in other words, all the second target condition items do not include the second target condition item of the present and absent condition type, when the matching retrieval condition is constructed according to at least one first target condition item, setting the value corresponding to the first target condition item of the existence condition type as a basic value, namely, existence at any place, so that when the first target condition item of the exitance case type is used to construct any one of the matching retrieval conditions, the value corresponding to the first target condition item of the presence/absence condition type in the matching search condition is presence/absence at any place.
In this application, if the second target condition item used when the matching search condition is constructed according to the at least one second target condition item includes the optional target condition item, and the first target condition item does not have the first target condition item having a corresponding relationship with the optional target condition item, when the matching search condition is constructed according to the at least one second target condition item, a value corresponding to the optional target condition item is set as a base value, so that when the optional target condition item is used for constructing any one matching search condition, the value corresponding to the optional target condition item in the matching search condition is the base value corresponding to the optional target condition item.
And 102, based on the matched retrieval condition set constructed according to at least one first target condition item, retrieving the archive information set related to the first retrieval mode from the archive information sets participating in the test by using the first retrieval mode.
In the present application, each matching search condition can be constructed according to at least one first target condition item and at least one second target condition item, and therefore, a matching search condition set constructed according to at least one first target condition item is the same as a matching search condition set constructed according to at least one second target condition item.
In the present application, the archive information set related to the first search method includes: and the first file information set corresponding to each matched retrieval condition in the matched retrieval condition set constructed according to the at least one first target condition item.
When the archive information set relevant to the first retrieval mode is retrieved from the archive information sets participating in the test by using the first retrieval mode based on the matched retrieval condition set constructed according to at least one first target condition item, the first retrieval mode is used for retrieving each matched retrieval condition in the matched retrieval condition set respectively to obtain a first archive information set corresponding to each matched retrieval condition.
And for each matching retrieval condition, retrieving the archive information meeting the matching retrieval condition in the archive information sets participating in the test by using a first retrieval mode, and forming a first archive information set corresponding to the matching retrieval condition by all the retrieved archive information meeting the matching retrieval condition.
In the present application, the set of profile information participating in the test may be all the profile information stored in the big data system, or may be a part of all the profile information stored in the big data system selected by a user, such as an operation and maintenance engineer.
In the present application, for a matching search condition, if a piece of profile information includes a value corresponding to each target condition item for constructing the matching search condition, it may be determined that the profile information satisfies the matching search condition.
It will be appreciated that the set of profile information participating in the test may be the full set of profile information for a large data system or may be a partial set of profile information for a large data system. If the test is carried out by using the full file information set, the system resource cost is large, so that part of the file information sets can be screened out through certain conditions, and the test is carried out by using the part of the file information sets. For example, a profile information set whose number satisfies a specific condition may be selected as a profile information set participating in a test, or a profile information set whose profile information items satisfy a specific condition may be selected as a profile information set participating in a test.
In some embodiments, before step S102, the method for testing a big data system further includes: if the first target condition item used for constructing the matching retrieval condition comprises the first target condition item with the abnormal behavior type, determining the archive information of the information item with the abnormal behavior type in the archive information participating in the test, and determining the archive information of all the information items with the abnormal behavior type as the archive information set participating in the test; if the first target condition item used for constructing the matched retrieval condition does not comprise the first target condition item of the abnormal behavior type, determining whether the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval; if the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval, determining all the archive information participating in establishing the reverse index of the condition item as an archive information set participating in testing; if the first retrieval mode is used for retrieval, the reverse index of the condition item is not needed to be used, and whether the previous preset number of file information in all the file information participates in the test is determined; if so, determining the file information of the previous preset number as the file information set participating in the test; if not, all the file information is determined as the file information set participating in the test.
In this step, all or part of the first target condition items matching the retrieval condition are constructed to screen the archive information set, and the screened part of the archive information set is used as the archive information set participating in the test. Therefore, the occupied resources during the test can be reduced.
The process of screening the archive information set by using all or part of the first target condition items for constructing the matching search condition is not equal to the process of searching the archive information set by using all or part of the first target condition items for constructing the matching search condition. Since it is selected that a specific first target condition item is screened in a specific manner, the screening process takes less resources than the retrieval process.
In one example, the abnormal behavior target condition item and the target condition item of the reversible index in the first target condition item for constructing the matching search condition are selected for screening.
In the application, if the first target condition item for constructing the matching retrieval condition includes the first target condition item of the abnormal behavior type, the archive information of the information item including the abnormal behavior type in all the archive information stored in the big data system may be determined, and the archive information of all the information items including the abnormal behavior type stored in the big data system is determined as the archive information set participating in the test. The information items of the archive information may be statistically determined from the data contained in the archive. For example, it is possible to determine whether an object corresponding to the file is a standing person or is out of the day and night, based on the capturing time and the capturing location of the image included in the file.
And if the first target condition item which is used for constructing the matched retrieval condition does not comprise the first target condition item of the abnormal behavior type, determining whether the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval. And if the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval, determining all the archive information participating in establishing the reverse index of the condition item as the archive information set participating in the test.
For any condition item, the inverted index of the condition item refers to the corresponding relation between the condition item and archive information including the value corresponding to the condition item. The archive information participating in establishing the inverted index of the condition item is archive information appearing in the inverted index of at least one condition item. For any condition item, all archive information including the value corresponding to the condition item can be determined through the inverted index of the condition item.
If the first retrieval mode is used for retrieval, the reverse index of the condition item is not needed to be used, and whether the previous preset number of file information in all the file information participates in the test or not is determined. Each of the archive information stored by the big data system has a sequence number. The sequence number may indicate that the profile information is the second of all profile information. If yes, determining the previous preset number of file information in all the file information stored in the big data system as the file information set participating in the test. If not, all the archive information stored in the big data system is determined as the archive information set participating in the test.
And 103, retrieving the archive information set related to the second retrieval mode from the archive information sets participating in the test by using the second retrieval mode based on the matched retrieval condition set constructed according to the at least one second target condition item.
In the present application, the archive information set related to the second search method includes: and a second file information set corresponding to each matching retrieval condition in the matching retrieval condition set constructed according to the at least one second target condition item.
And when the archive information set related to the second retrieval mode is retrieved from the archive information sets participating in the test by using the second retrieval mode based on the matching retrieval condition set constructed according to at least one second target condition item, retrieving each matching retrieval condition in the matching retrieval condition set by using the second retrieval mode respectively to obtain a second archive information set corresponding to each matching retrieval condition.
And for each matching retrieval condition, retrieving the archive information meeting the matching retrieval condition in the archive information sets participating in the test by using a second retrieval mode, wherein the retrieved archive information meeting the matching retrieval condition forms a second archive information set corresponding to the matching retrieval condition.
In some embodiments, retrieving, by using the second retrieval method, an archive information set related to the second retrieval method from the archive information sets participating in the test based on the matching retrieval condition set constructed according to the at least one second target condition item includes: searching for each second target condition item for constructing the matching retrieval condition in the matching retrieval condition set; for each second target condition item, searching the archive information set meeting the value corresponding to the second target condition item from the archive information sets participating in the test by using a second searching mode; determining a union set of the archive information sets corresponding to the second target condition items; and for each matching retrieval condition constructed according to at least one second target condition item, screening out a second file information set corresponding to the matching retrieval condition from the union set.
In the present application, when retrieving a profile information set related to a second retrieval method from a profile information set participating in a test by using the second retrieval method based on a matching retrieval condition set constructed according to at least one second target condition item, each second target condition item constructing a matching retrieval condition in the matching retrieval condition set may be first found. For each second target condition item, searching the archive information meeting the value corresponding to the second target condition item from the archive information set by using a second searching mode, wherein the archive information meeting the value corresponding to the second target condition item forms the archive information set corresponding to the second target condition item.
After obtaining the archive information set corresponding to each second target condition item, the archive information sets corresponding to each second target condition item may be aggregated to obtain a union of the archive information sets corresponding to each second target condition item. Then, for each matching retrieval condition constructed according to at least one second target condition item, screening out a second file information set corresponding to the matching retrieval condition from the union.
And 104, when the matching retrieval condition corresponds to the archive information with a difference between the first archive information set and the second archive information set, generating information indicating that the first retrieval mode has an error in the retrieval for the matching retrieval condition and/or information indicating that the second retrieval mode has an error in the retrieval for the matching detection condition based on the different archive information.
For each matching search condition, when the matching search condition corresponds to the archive information with difference between the first archive information set and the second archive information set, the existing different archive information only appears in one of the following: the number of the existing different file information is one or more than one in the first file information set corresponding to the matching search condition and the second file information set corresponding to the matching search condition.
In the present application, for one matching search condition, when the matching search condition corresponds to archive information for which there is no difference between the first archive information set and the second archive information set, it can be considered that a search result obtained by searching for the search condition by the first search method is accurate, and a search result obtained by searching for the search condition by the second search method is accurate, and information indicating that the search condition by the first search method is accurate and information indicating that the search condition by the second search method is accurate can be generated.
And for a matching retrieval condition, when the matching retrieval condition corresponds to the archive information with a difference between the first archive information set and the second archive information set, generating information indicating that the first retrieval mode has an error in the retrieval for the matching retrieval condition and/or information indicating that the second retrieval mode has an error in the retrieval for the matching retrieval condition based on the archive information with the difference.
For a matching search condition, when the matching search condition corresponds to the profile information with differences between the first profile information set and the second profile information set, the profile information with each difference may be presented to a user, such as an operation and maintenance engineer, and the user determines whether the profile information with each difference satisfies the matching search condition.
If the first profile information set corresponding to the matching search condition includes at least one piece of profile information that is determined by the user to be not satisfying the matching search condition and is different, information indicating that the first search mode has an error in searching for the matching search condition may be generated.
If the file information of each difference belongs to the first file information set corresponding to the matching retrieval condition, the user determines that the file information of each difference satisfies the matching retrieval condition, and may regard the first retrieval mode as accurate retrieval for the matching retrieval condition, and generate information indicating that the first retrieval mode is accurate retrieval for the matching retrieval condition. The file information of which the difference is not searched by the second searching method can be determined, and information indicating that the searching of the second searching method aiming at the matched searching condition has an error can be generated.
If the second archive information set corresponding to the matching search condition includes at least one piece of differential archive information determined by the user as not meeting the matching search condition, information indicating that the second search mode has an error in searching for the matching search condition may be generated.
If the file information of each difference belongs to the second file information set corresponding to the matching retrieval condition, the user determines that the file information of each difference satisfies the matching retrieval condition, and can regard the second retrieval mode as accurate retrieval for the matching retrieval condition, and generate information indicating that the second retrieval mode retrieves for the matching retrieval condition to obtain accurate information. It may be determined that the archive information of the difference is not retrieved by the first retrieval means, and information indicating that the first retrieval means has retrieved an error with respect to the matching retrieval condition may be generated.
In some embodiments, further comprising: the type of any one matching retrieval condition is one of the following: the method comprises the following steps of (1) constructing a single matching retrieval condition and a combined matching retrieval condition, wherein the single matching retrieval condition is constructed by one target condition item, and the combined matching retrieval condition is constructed by a plurality of target condition items; further comprising: comparing the second file information set corresponding to the combined matching search condition with the file information set corresponding to the combined matching search condition to determine whether there is difference file information between the second file information set corresponding to the combined matching search condition and the file information set corresponding to the combined matching search condition, wherein the file information set corresponding to the combined matching search condition comprises: intersection of the second file information sets corresponding to each single matching retrieval condition related to the combined matching retrieval condition; the single matching retrieval condition related to the combined matching retrieval condition is respectively constructed according to each of a plurality of target condition items for constructing the combined matching retrieval condition; when the difference file information exists, based on the difference file information, generating information indicating that the combined matching search condition is searched by the second search method and/or indicating that the single matching search condition is searched by the second search method.
In the present application, the type of any one matching search condition is one of the following: the single matching retrieval condition is constructed by one target condition item, and the combined matching retrieval condition is constructed by a plurality of target condition items.
For any one of the combined search conditions, a single matching search condition associated with the combined matching search condition is constructed separately from each of the plurality of target condition items used to construct the combined matching search condition.
For example, one combination search condition is composed of a target condition item male and a target condition item young. The number of the single matching retrieval conditions related to the combined matching retrieval condition is two, one single matching retrieval condition related to the combined matching retrieval condition is a male with a target condition item, and the other single matching retrieval condition related to the combined matching retrieval condition is a young with the target condition item.
For a combined retrieval condition, the second file information set corresponding to the combined matching retrieval condition consists of all file information which is retrieved from the file information sets participating in the test in a second retrieval mode and meets the combined matching retrieval condition.
For each single matching retrieval condition related to one combined retrieval condition, the second file information set corresponding to the single matching retrieval condition is composed of all file information which is retrieved from the file information sets participating in the test in the second retrieval mode and meets the single matching retrieval condition.
For a combined search criteria, the set of profile information corresponding to the combined matching search criteria comprises: and the intersection of the second file information sets corresponding to each single matching retrieval condition related to the combined matching retrieval condition.
For a combined search condition, comparing the second file information set corresponding to the combined matching search condition with the file information set corresponding to the combined matching search condition to determine whether there is difference file information between the second file information set corresponding to the combined matching search condition and the file information set corresponding to the combined matching search condition.
In the present application, for a combination matching search condition, the difference profile information existing between the second profile information set corresponding to the combination matching search condition and the profile information set corresponding to the combination matching search condition belongs to the second profile information set corresponding to the combination matching search condition or the profile information set corresponding to the combination matching search condition, and the number of the difference profile information is one or more.
For a combined matching search condition, when there is difference profile information between the second profile information set corresponding to the combined matching search condition and the profile information set corresponding to the combined matching search condition, information indicating that there is an error in searching for the combined matching search condition using the second search condition and/or information indicating that there is an error in searching for a single matching search condition related to the combined matching search condition using the second search condition may be generated based on the difference profile information that exists.
Each difference profile information existing between the second profile information set corresponding to the combined matching search condition and the profile information set corresponding to the combined matching search condition may be presented to a user, such as an operation and maintenance engineer.
If the second profile information set corresponding to the combined matching search condition includes at least one difference profile information determined by the user to not satisfy the combined matching search condition, information indicating that there is an error in searching for the combined matching search condition using the second search condition may be generated.
For any one of the single matching retrieval conditions related to the combined matching retrieval condition, if the second file information set corresponding to the single matching retrieval condition includes at least one difference file information determined by the user as not satisfying the single matching retrieval condition, information indicating that the retrieval result obtained by retrieving the single matching retrieval condition related to the combined matching retrieval condition by the second retrieval mode has an error may be generated.
If each existing difference file information belongs to the second file information set corresponding to the combined matching search condition, and each existing difference file information determined by the user meets the combined matching search condition, information indicating that the search result obtained by searching the second search mode aiming at the single matching search condition related to the combined matching search condition has errors can be generated.
If each of the difference profile information exists belonging to the profile information set corresponding to the combined matching search condition, the user determines that there exists a single matching search condition that each of the difference profile information individually satisfies the combined matching search condition, and may generate information indicating that there is an error in searching for the combined matching search condition using the second search condition.
Referring to fig. 2, a block diagram of a big data system testing apparatus according to an embodiment of the present disclosure is shown. The device comprises: the system comprises a construction unit 201, a first retrieval unit 202, a second retrieval unit 203 and a first test unit 204.
The construction unit 201 is configured to construct a matching search condition set according to a first target condition item supported by a first search mode, a value corresponding to the first target condition item, and a second target condition item supported by a second search mode, a value corresponding to the second target condition item, wherein the matching search condition set includes a plurality of matching search conditions, and each matching search condition can be constructed according to at least one first target condition item and at least one second target condition item; the big data system supports the first retrieval mode and the second retrieval mode;
the first retrieval unit 202 is configured to retrieve, based on a matching retrieval condition set constructed according to at least one first target condition item, an archive information set related to a first retrieval manner from archive information sets participating in a test by using the first retrieval manner;
the second retrieval unit 203 is configured to retrieve the archive information set related to a second retrieval mode from the archive information sets participating in the test by using the second retrieval mode based on a matching retrieval condition set constructed according to at least one second target condition item; wherein, the archive information set related to the first retrieval mode comprises: the first file information set corresponding to each matching retrieval condition in the matching retrieval condition set comprises the file information sets related to the second retrieval mode: a second file information set corresponding to each matching retrieval condition;
the first testing unit 204 is configured to, for each matching retrieval condition, generate information indicating that there is an error in the first retrieval manner for the matching retrieval condition and/or information indicating that there is an error in the second retrieval manner for the matching retrieval condition based on the different archive information when there is a difference in the first archive information set corresponding to the matching retrieval condition and the second archive information set corresponding to the matching retrieval condition.
In some embodiments, at least some of the first target condition items and at least some of the second target condition items have a correspondence relationship.
In some embodiments, the type of the target condition item is one of: optional target condition items and optional target condition items; the optional target condition items are necessary target condition items for constructing each matched retrieval condition; the selectable target condition items are not necessary target condition items for constructing each matching retrieval condition; the constructing unit 201 is further configured to, if a first target condition item used when constructing the matching search condition according to at least one first target condition item includes a candidate target condition item, and a second target condition item having a corresponding relationship with the candidate target condition item does not exist in the second target condition item, set a value corresponding to the candidate target condition item as a base value when constructing the matching search condition according to at least one first target condition item; or, if the second target condition item used when the matching search condition is constructed according to the at least one second target condition item includes a candidate target condition item, and the first target condition item does not have a first target condition item having a corresponding relationship with the candidate target condition item, setting a value corresponding to the candidate target condition item as a basic value when the matching search condition is constructed according to the at least one second target condition item.
In some embodiments, the big data system test apparatus further comprises:
the screening unit is configured to determine the archive information of the information items including the abnormal behavior types in the archive information participating in the test if the first target condition items for constructing the matching retrieval condition include the first target condition items including the abnormal behavior types, and determine all the archive information of the information items including the abnormal behavior types as the archive information set participating in the test; if the first target condition item used for constructing the matching retrieval condition does not comprise the first target condition item of the abnormal behavior type, determining whether the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval; if the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval, determining all the archive information participating in establishing the reverse index of the condition item as an archive information set participating in testing; if the first retrieval mode is used for retrieval, the reverse index of the condition item is not needed to be used, and whether the previous preset number of file information in all the file information participates in the test is determined; if so, determining the file information of the previous preset number as the file information set participating in the test; if not, all the file information is determined as the file information set participating in the test.
In some embodiments, the second retrieving unit 203 is further configured to find each second target condition item constructing the matching retrieval condition in the matching retrieval condition set; for each second target condition item, searching a file information set meeting the value corresponding to the second target condition item from the file information sets participating in the test by using a second searching mode; determining a union set of the archive information sets corresponding to the second target condition items; and for each matching retrieval condition constructed according to at least one second target condition item, screening out a second file information set corresponding to the matching retrieval condition from the union set.
In some embodiments, the type of the matching retrieval condition is one of: the method comprises the following steps of (1) constructing a single matching retrieval condition and a combined matching retrieval condition, wherein the single matching retrieval condition is constructed by one target condition item, and the combined matching retrieval condition is constructed by a plurality of target condition items; big data system testing arrangement still includes:
a second testing unit configured to compare a second profile information set corresponding to a combined matching search condition with a profile information set corresponding to the combined matching search condition to determine whether there is difference profile information between the second profile information set corresponding to the combined matching search condition and the profile information set corresponding to the combined matching search condition, wherein the profile information set corresponding to the combined matching search condition comprises: intersection of the second file information sets corresponding to each single matching retrieval condition related to the combined matching retrieval condition; the single matching retrieval condition related to the combined matching retrieval condition is respectively constructed according to each of a plurality of target condition items for constructing the combined matching retrieval condition; when there is difference profile information, based on the difference profile information, information indicating that there is an error in searching for the combined matching search condition using the second search method and/or an error in searching for the single matching search condition using the second search method is generated.
Fig. 3 is a block diagram of a server according to this embodiment. The server includes a processing component 322 that further includes one or more processors, and memory resources, represented by memory 332, for storing instructions, such as application programs, that are executable by the processing component 322. The application programs stored in memory 332 may include one or more modules that each correspond to a set of instructions. Further, the processing component 322 is configured to execute instructions to perform the above-described methods.
The server may also include a power component 326 configured to perform power management of the server, a wired or wireless network interface 350 configured to connect the server to a network, and an input/output (I/O) interface 358. The server may operate based on an operating system stored in memory 332, such as Windows Server, MacOS XTM, UnixTM, LinuxTM, FreeBSDTM, or the like.
In an exemplary embodiment, a storage medium comprising instructions, such as a memory comprising instructions, executable by a server to perform the above method is also provided. Alternatively, the storage medium may be a non-transitory computer readable storage medium, which may be, for example, a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.
Other embodiments of the present application will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the application and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the application being indicated by the following claims.
It will be understood that the present application is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the application is limited only by the appended claims.
Claims (10)
1. A big data system testing method, the method comprising:
according to a first target condition item supported by a first retrieval mode, a value corresponding to the first target condition item and a second target condition item supported by a second retrieval mode, a matching retrieval condition set is constructed, the matching retrieval condition set comprises a plurality of matching retrieval conditions, and each matching retrieval condition can be constructed according to at least one first target condition item and at least one second target condition item; the big data system supports the first retrieval mode and the second retrieval mode;
based on a matching retrieval condition set constructed according to at least one first target condition item, retrieving a file information set related to a first retrieval mode from file information sets participating in testing by using the first retrieval mode;
based on a matching retrieval condition set constructed according to at least one second target condition item, retrieving a file information set related to a second retrieval mode from the file information sets participating in the test by using the second retrieval mode;
wherein, the archive information set related to the first retrieval mode comprises: the first file information set corresponding to each matching retrieval condition in the matching retrieval condition set comprises the file information sets related to the second retrieval mode: a second file information set corresponding to each matching retrieval condition;
for each matching retrieval condition, when the first file information set corresponding to the matching retrieval condition and the second file information set corresponding to the matching retrieval condition have different file information, generating information indicating that the first retrieval mode has an error in retrieval for the matching retrieval condition and/or information indicating that the second retrieval mode has an error in retrieval for the matching retrieval condition based on the different file information.
2. The method according to claim 1, wherein at least some of the first target condition items and at least some of the second target condition items have a correspondence relationship.
3. The method of claim 2, wherein the type of the target condition item is one of: optional target condition items and optional target condition items; the optional target condition items are necessary target condition items for constructing each matched retrieval condition; the selectable target condition items are not necessary target condition items for constructing each matching retrieval condition;
the constructing a matching retrieval condition set according to a first target condition item supported by a first retrieval mode, a value corresponding to the first target condition item, and a second target condition item supported by a second retrieval mode, a value corresponding to the second target condition item, includes:
if the first target condition item used when the matching retrieval condition is constructed according to the at least one first target condition item comprises a necessary target condition item and a second target condition item which has a corresponding relation with the necessary target condition item does not exist in the second target condition item, setting a value corresponding to the necessary target condition item as a basic value when the matching retrieval condition is constructed according to the at least one first target condition item;
or, if the second target condition item used when the matching search condition is constructed according to the at least one second target condition item includes a candidate target condition item, and the first target condition item does not have a first target condition item having a corresponding relationship with the candidate target condition item, setting a value corresponding to the candidate target condition item as a basic value when the matching search condition is constructed according to the at least one second target condition item.
4. The method according to any one of claims 1-3, further comprising:
if the first target condition item used for constructing the matching retrieval condition comprises a first target condition item of an abnormal behavior type, determining the archive information of the information item comprising the abnormal behavior type in the archive information participating in the test, and determining the archive information of all the information items comprising the abnormal behavior type as an archive information set participating in the test;
if the first target condition item used for constructing the matching retrieval condition does not comprise the first target condition item of the abnormal behavior type, determining whether the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval;
if the reverse index of the condition item is required to be utilized when the first retrieval mode is utilized for retrieval, determining all the archive information participating in establishing the reverse index of the condition item as an archive information set participating in testing;
if the first retrieval mode is used for retrieval, the reverse index of the condition item is not needed to be used, and whether the previous preset number of file information in all the file information participates in the test is determined;
if so, determining the file information of the previous preset number as the file information set participating in the test;
if not, all the file information is determined as the file information set participating in the test.
5. The method according to any one of claims 1 to 4, wherein retrieving, based on the set of matching retrieval conditions constructed according to the at least one second target condition item, an archive information set related to a second retrieval manner from the archive information sets participating in the test by using the second retrieval manner comprises:
searching for each second target condition item for constructing the matching retrieval condition in the matching retrieval condition set;
for each second target condition item, searching a file information set meeting the value corresponding to the second target condition item from the file information sets participating in the test by using a second searching mode;
determining a union set of the archive information sets corresponding to the second target condition items;
and for each matching retrieval condition constructed according to at least one second target condition item, screening out a second file information set corresponding to the matching retrieval condition from the union set.
6. The method according to any one of claims 1-5, wherein the type of the matching search criteria is one of: the method comprises the following steps of (1) constructing a single matching retrieval condition and a combined matching retrieval condition, wherein the single matching retrieval condition is constructed by one target condition item, and the combined matching retrieval condition is constructed by a plurality of target condition items; the method further comprises the following steps:
comparing the second file information set corresponding to the combined matching retrieval condition with the file information set corresponding to the combined matching retrieval condition to determine whether difference file information exists between the second file information set corresponding to the combined matching retrieval condition and the file information set corresponding to the combined matching retrieval condition, wherein the file information set corresponding to the combined matching retrieval condition comprises: intersection of the second file information sets corresponding to each single matching retrieval condition related to the combined matching retrieval condition; the single matching retrieval condition related to the combined matching retrieval condition is respectively constructed according to each of a plurality of target condition items for constructing the combined matching retrieval condition;
when there is difference profile information, based on the difference profile information, information indicating that there is an error in searching for the combined matching search condition using the second search method and/or an error in searching for the single matching search condition using the second search method is generated.
7. A big data system testing apparatus, the apparatus comprising:
the search method comprises a construction unit, a search unit and a search processing unit, wherein the construction unit is configured to construct a matching search condition set according to a first target condition item supported by a first search mode, a value corresponding to the first target condition item, a second target condition item supported by a second search mode and a value corresponding to the second target condition item, the matching search condition set comprises a plurality of matching search conditions, and each matching search condition can be constructed according to at least one first target condition item and at least one second target condition item; the big data system supports the first retrieval mode and the second retrieval mode;
the first retrieval unit is configured to retrieve the archive information set related to a first retrieval mode from the archive information sets participating in the test by using the first retrieval mode based on a matched retrieval condition set constructed according to at least one first target condition item;
a second retrieval unit, configured to retrieve the archive information set related to a second retrieval mode from the archive information sets participating in the test by using the second retrieval mode based on the matching retrieval condition set constructed according to at least one second target condition item; wherein, the archive information set related to the first retrieval mode comprises: the first file information set corresponding to each matching retrieval condition in the matching retrieval condition set comprises the file information sets related to the second retrieval mode: a second file information set corresponding to each matching retrieval condition;
and the first test unit is configured to generate information indicating that the first retrieval mode has an error in the retrieval of the matching retrieval condition and/or information indicating that the second retrieval mode has an error in the retrieval of the matching retrieval condition based on the different archive information when the first archive information set corresponding to the matching retrieval condition and the second archive information set corresponding to the matching retrieval condition have different archive information for each matching retrieval condition.
8. The apparatus according to claim 7, wherein at least some of the first target condition items and at least some of the second target condition items have a correspondence relationship.
9. A server, comprising:
a processor;
a memory for storing the processor-executable instructions;
wherein the processor is configured to execute the instructions to implement the method of any one of claims 1 to 6.
10. A storage medium in which instructions, when executed by a processor of a server, enable the server to perform the method of any one of claims 1 to 6.
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