CN109783455B - Large-scale data-based management method, system and storage device - Google Patents
Large-scale data-based management method, system and storage device Download PDFInfo
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- 238000007726 management method Methods 0.000 title claims abstract description 51
- 238000003860 storage Methods 0.000 title claims abstract description 16
- 238000012360 testing method Methods 0.000 claims abstract description 174
- 238000012216 screening Methods 0.000 claims abstract description 4
- 238000000034 method Methods 0.000 claims description 22
- 230000003993 interaction Effects 0.000 claims description 10
- 230000007613 environmental effect Effects 0.000 claims description 8
- 238000012545 processing Methods 0.000 claims description 5
- 238000004590 computer program Methods 0.000 claims description 3
- 230000002452 interceptive effect Effects 0.000 claims description 2
- 230000008569 process Effects 0.000 description 11
- 239000012528 membrane Substances 0.000 description 7
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- 239000011521 glass Substances 0.000 description 1
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Abstract
The invention relates to the field of management methods, in particular to a large-scale data-based management method, a large-scale data-based management system and a large-scale data-based storage device, wherein the management method comprises the following steps: setting the equipment numbers of the equipment; creating a first folder and a second folder with numbers, wherein the equipment numbers, the first folder numbers and the second folder numbers correspond to each other; using equipment to test products, caching all generated test information into a corresponding first folder in real time, and sending the screened test information to a corresponding second folder, wherein the first folder and the second folder form a database; at least one limiting condition is set, test information meeting the limiting condition is queried in a database, and the queried test information is displayed. If the product test is started, the generated test information is immediately sent to the first folder, the screened useful test information is sent to the second folder, and the screening is performed by limiting the limiting conditions, so that the required test information is quickly inquired.
Description
Technical Field
The invention relates to the field of management methods, in particular to a large-scale data-based management method, a large-scale data-based management system and a storage device.
Background
In the traditional manufacturing industry, before products leave the factory, quality detection is often needed, and if the quality detection is qualified, the products can leave the factory. Product detection can generate a large amount of data, and if the number of products is large, the generated data is also very large.
For common products, the generated test information can have only a few parameters, and the current common mode is to directly store the test information in an SQL or Oracle database, so that the difficulty is low. However, for files that generate a large amount of test information, such as spectrum files, current-voltage scan files, etc., even test information of hundreds of TB levels is generated, the above manner can greatly consume database resources, and if file searching is required, the data acquisition speed is very slow, so that the requirements cannot be met.
In order to cope with the problem of excessive test information, another way is to store the files in a server, and manually search the files by storing the files in a sequence. However, the method is not intelligent enough, manual operation is needed, and the required file is searched through a plurality of sequences, so that the searching efficiency is low.
Disclosure of Invention
The invention aims to solve the technical problems of the prior art, and provides a large-scale data-based management method, a large-scale data-based management system and a large-scale data-based storage device, which solve the problem that test information cannot be stored in real time and quickly retrieved in the process of testing products.
In order to solve the technical problem, the invention provides a management method based on large-scale data, which specifically comprises the following steps: setting the equipment numbers of the equipment; creating a first folder and a second folder with numbers, wherein the equipment numbers, the first folder numbers and the second folder numbers correspond to each other; using equipment to test products, caching all generated test information into a corresponding first folder in real time, and sending the screened test information to a corresponding second folder, wherein the first folder and the second folder form a database; at least one limiting condition is set, test information conforming to the limiting condition is queried in a database, and the queried test information is displayed.
Wherein, the preferred scheme is that the management method further comprises the following steps: setting a hypertext, wherein the hypertext comprises basic information, environment information and interaction information; and processing all the test information in the first folder, extracting the test information belonging to the hypertext and sending the test information to the corresponding second folder.
Wherein, the preferred scheme is that the management method further comprises the following steps: when the test information is sent to the second folder, the forms are synchronously generated, and the contents of the forms cannot be deleted.
Wherein, the preferred scheme is that the management method further comprises the following steps: inputting basic information, and/or inputting environmental information, and selecting a logical relationship associated with the environmental information.
The basic information comprises at least one of a test place, a test time, a tester and an equipment ID, the environment information comprises at least one of temperature, humidity and brightness, and the interaction information comprises at least one of a document, audio, a picture and a video; and, the interaction information is stored in a second folder in a shortcut.
Wherein, the preferred scheme is that the management method further comprises the following steps: when basic information is input, a drop-down frame associated with the character that has been input is acquired, and the basic information is selected from the drop-down frame.
Wherein, the preferred scheme is that the management method further comprises the following steps: at least one test information is selected, and the test information is directly exported to form a data result, or a test report related to the test information is selected to be generated to form a report result.
Wherein, the preferred scheme is that the management method further comprises the following steps: if the screened test information is wrong, displaying a first mark on the side of the wrong test information, and if the screened test information is wrong, displaying a second mark on the side of the wrong test information.
The invention also provides a management system based on large-scale data, which is used for realizing the management method, and comprises a storage module and a retrieval module, wherein the storage module comprises a first folder for storing all test information in real time and a second folder for storing screened test information, and the first folder and the second folder form a database; and the detection module sets at least one limiting condition and queries test information conforming to the limiting condition in a database.
The present invention also provides a storage device storing a computer program executable to implement the steps of the management method as described above.
Compared with the prior art, the method has the beneficial effects that by designing the management method, the system and the storage device based on large-scale data, the equipment numbers, the first folder and the second folder correspond to each other, if the product test is started, the generated test information can be immediately sent to the first folder, and the screened useful test information is sent to the second folder, so that the screening can be performed through limiting conditions, and the required test information can be quickly inquired; because the numbers of the first folder and the second folder correspond to each other, the corresponding first folder can be quickly queried by limiting the test information in the second folder, so that all the test information can be quickly acquired.
Drawings
The invention will be further described with reference to the accompanying drawings and examples, in which:
FIG. 1 is a flow chart of the management method of the present invention;
FIG. 2 is a flow chart of the present invention for processing test information;
FIG. 3 is a flow chart diagram of the present invention for creating a form;
FIG. 4 is a flow chart of the present invention for setting a limit condition;
FIG. 5 is a block flow diagram of the fuzzy search of the present invention;
FIG. 6 is a block flow diagram of the present invention for ejecting a first folder and a second folder;
FIG. 7 is a block flow diagram of the present invention forming a result;
FIG. 8 is a flow chart diagram of a display marker of the present invention.
Detailed Description
Preferred embodiments of the present invention will now be described in detail with reference to the accompanying drawings.
As shown in fig. 1 to 7, the present invention provides a preferred embodiment of a large-scale data-based management method.
Specifically, referring to fig. 1, a large-scale data-based management method specifically includes the steps of:
s1, setting equipment numbers of all the equipment;
s2, creating a first folder with a number and a second folder, wherein the number of the equipment, the number of the first folder and the number of the second folder are mutually corresponding;
s3, using equipment to test products, caching all generated test information into a corresponding first folder in real time, and sending the screened test information to a corresponding second folder, wherein the first folder and the second folder form a database;
s4, setting at least one limiting condition, inquiring test information conforming to the limiting condition in a database, and displaying the inquired test information.
Wherein, each device of the test site is numbered according to the arrangement sequence, for example, the number 0001 to the number 9999, the device comprises a test device for testing products and a main control device for controlling and transmitting data, and the main control device can be a computer. Creating a first folder and a second folder in the cloud server, wherein the numbers of the first folder and the second folder and the device numbers correspond to each other, the creation time of the first folder and the second folder also correspond to each other, and a plurality of devices create a plurality of first folders and second folders, for example, a number 0001 device corresponds to a number 0001 first folder and a number 0002 second folder; it should be noted that, the first folder and the second folder are respectively stored in respective corresponding total folders. Then, the equipment starts to carry out product testing, the main control device immediately sends the testing information generated in the testing process to the cloud server, the cloud server detects the testing information received by the main control device and judges the equipment to which the testing information belongs, and the testing information is immediately cached in a first folder with a corresponding number. And the cloud server screens all the test information and sends the screened useful test information to a second folder corresponding to the equipment. For example, all test information corresponding to the device of number 0001 is cached in the first folder of number 0001, and the filtered test information is sent to the second folder of number 0001. At this time, the basic data in the first folder and the test information in the second folder form a database, which is large in size and large in the amount of data stored. Finally, in the retrieval process, at least one limiting condition can be defined directly through the cloud server or terminal equipment connected with the cloud server, and test information meeting the limiting condition can be quickly inquired and displayed in a database, so that the test condition of the product is obtained.
Considering that the number of the device may change in the subsequent detection process, the cloud server can automatically identify the change process, and accordingly make the corresponding number change of the first folder and the second folder.
The management method integrates processing, storing and retrieving functions, after the equipment number, the first folder number and the second folder number are correspondingly set, an organic network can be formed, then all the test information and the screened test information are correspondingly stored in the first folder and the second folder respectively, so that storage errors of data cannot occur, in the retrieving process, screening can be carried out according to limiting conditions, and corresponding test information is found out along a numbering path. The basic data and the data quantity of the test information are huge, and various data are orderly and categorized and stored, so that the retrieval speed can be greatly improved, and the working efficiency of a user is improved.
More specifically, referring to fig. 2, the management method further includes the steps of:
s321, setting a hypertext, wherein the hypertext comprises basic information, environment information and interaction information;
s322, processing all the test information in the first folder, extracting the test information belonging to the hypertext and sending the test information to the corresponding second folder.
The hypertext is preset, the range of the hypertext comprises basic information, environment information and interaction information, and the most central part is the basic information which can be added or subtracted according to actual conditions. And then, the server processes all the test information in the first folder, wherein all the test information comprises the test information belonging to the hypertext, and then, the server extracts the test information belonging to the hypertext according to the suffix of the test information and sends the extracted test information to a second folder with a corresponding number, and the second folder can receive and store the extracted test information. For example, after the first folder of number 0001 and the second folder of number 0001 are created, all the test information generated by the device of number 0001 may be cached in the first folder of number 0001, and the test information belonging to the hypertext among all the test information may be stored in the second folder of number 0001, where the device of number 0001, the first folder of number 0001 and the second folder of number 0001 are associated.
In this embodiment, the basic information includes at least one of a test location, a test time, a tester, and an equipment ID, the environmental information includes at least one of a temperature, a humidity, and a brightness, in the membrane industry, the environmental information should also include necessary information such as a laser wavelength, a frequency, and the like, the interactive information includes at least one of a document, an audio, a picture, and a video, which are all used in the preparation process, and in the membrane industry, may be a picture of an end surface of a membrane, a video scanned by a laser, and the like.
Further, referring to fig. 3, the management method further includes the steps of:
and S323, synchronously generating a form when the test information is sent to the second folder, wherein the content of the form cannot be deleted.
And when the second folder receives the test information, the server synchronously generates the form and stores the form into the database. The form is formed so that the originally disordered test information in the second folder can be orderly arranged, and a user can conveniently find and view related information. In detail, when the second folder has the new test parameters, the server modifies the new test parameters and synchronously adds the related contents of the test parameters to the form. However, if the second folder has the test parameters deleted, the server has previously added the test parameter related content to the form, which will not have the test parameter related content deleted at the same time, i.e., the server gives up modifying the form. In this way, traceability of past test parameters in the database can be ensured. If the new test parameters are newly added in a certain second folder, the server establishes a new form according to the number, and then edits and stores the test parameters.
It should be noted that, because the occupied memory of the interaction information is too large, in order to avoid overcrowding the second folder, the interaction information may be stored in the form in a shortcut manner, the actual content is also stored in the first folder, and in the subsequent retrieval process, the shortcut manner is selected, so that the first folder with the corresponding number can be queried all the way, and the interaction information is displayed. The basic information and the environment information can be directly stored in the form, and can be directly selected from the form and displayed in the subsequent retrieval process.
Referring still specifically to fig. 4, the management method further includes the steps of:
s41, inputting basic information and/or inputting environment information, and selecting a logic relation associated with the environment information.
When the user needs to search, the basic information can be input, or the environment information is input, and the logic relation associated with the environment information is selected, or the basic information and the environment information are input, and the logic relation associated with the environment information is selected, wherein the logic relation comprises more than, less than, equal to and contained. It should be noted that, since there may be multiple environmental information of the same kind when testing a single product, the logic relationship is that the logic is included so as to satisfy the logic.
For example, the name of the tester can be input alone, and the test information generated by the tester in charge of testing the product can be popped up. Alternatively, the temperature may be selected independently, the input temperature is 30, and the logical relationship is selected to be inclusive, i.e., the test information generated in the case of inclusive temperature 30 may be popped up. Alternatively, the basic information and the environment information may be selected simultaneously, a plurality of constraints may be defined, and test information satisfying the plurality of constraints may be ejected.
In addition, the basic information includes test time, which needs to be accurate to millisecond to make better distinction in the subsequent retrieval process because of the very short process of testing individual products. For example, when the user performs the subsequent search, the user inputs the test information generated between the sections by inputting the test time of 6 min 6 s6 ms to 6 min 6 s 16 ms.
Further, referring to fig. 5, the management method further includes the steps of:
s411, when basic information is input, a drop-down frame associated with the input character is acquired, and the basic information is selected from the drop-down frames.
In this case, since the basic information is often a fixed character such as a name or a number, and not like the environment information is generally a numerical value, sometimes the user forgets the name or the number of the basic information and remembers only a part of the name or the number. Therefore, a fuzzy search function is added, after basic information is selected, part of characters are input, and a drop-down frame associated with the input characters can be popped up, and a user can select complete basic information in the drop-down frame, so that accurate search is realized. For example, the basic information selected by the user is the device ID, and "0011" may be input, that is, a drop-down box may be popped up, where the drop-down box includes three options "001111", "001112", "001113", and the user may select "001111" as required.
Further, referring to fig. 6, the management method further includes the steps of:
s5, setting the screened test information in a second folder, selecting one of the test information after the inquiry is completed, acquiring a corresponding second folder, and popping up a first folder with the same number according to the number of the second folder.
The screened test information is stored in a second folder with a corresponding number, after the test information meeting the limiting condition is inquired, one test information is selected, the second folder corresponding to the test information can be synchronously popped up, and the first folder consistent with the number of the second folder can be synchronously popped up. The user can obtain other relevant information by directly clicking the test information to be known, and the test condition of the product is specifically known. Of course, after selecting one of the test information, only the second folder corresponding to the test information may be synchronously ejected, but the first folder corresponding to the second folder number may not be synchronously ejected.
Still further, referring to fig. 7, the management method further includes the steps of:
s6, selecting at least one test information, and selecting to directly export the test information to form a data result, or selecting to generate a test report related to the test information to form a report result.
After the test information meeting the constraint condition is queried, if related data is to be exported, the test information can be directly exported to form a data result only containing the test information, and it is required to be noted that if the test information is already formed into the data result, only the data result needs to be updated at this time. Alternatively, a test report may be selectively generated to form a report result that includes both the test information and other data associated with the test information, and if the test information has previously formed a data result, only the data result needs to be updated at this time.
Specifically, referring to fig. 8, the management method further includes the steps of:
s42, if the screened test information is wrong, displaying the first mark on the side of the wrong test information, and if the screened test information is wrong, displaying the second mark on the side of the wrong test information.
After the test information is screened, the cloud server automatically detects the test information, and if the test information is detected to be affirmative, a first mark, such as a cross mark, is displayed on one side of the test information. For example, the value of the test information should be between 0.5 and 0.8, but if the test information is detected to be 1.5, the cloud server judges that the test information is affirmative, the first identifier is displayed, and the test information in the column is displayed in red.
If the test information is detected to be possibly wrong, a second mark, such as a question mark, is displayed on one side of the test information. For example, in the membrane industry, when testing the membrane, the membrane used for testing may be glass block or a common membrane, and if the cloud server only uses the test information to determine whether there is an error, the cloud server displays the second identifier, and the test information of the column displays red.
Therefore, a user can know whether the test information is wrong or not by observing the mark, so that the depth check is performed to judge whether the equipment is wrong or whether the file transmission path is wrong, the wrong place is eliminated, and the accuracy of the management method is improved.
The present invention also provides a preferred embodiment of a large-scale data-based management system.
The management system is used for realizing the management method, and comprises a storage module and a retrieval module, wherein the storage module comprises a first folder for storing all test information in real time and a second folder for storing screened test information, and the first folder and the second folder form a database; and the detection module sets at least one limiting condition and queries test information conforming to the limiting condition in a database.
The invention also provides a preferred embodiment of the memory device.
In particular, a storage device stores a computer program executable to implement the steps of the management method as described above.
In summary, the above embodiments are only preferred embodiments of the present invention, and are not intended to limit the scope of the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (8)
1. The management method based on the large-scale data is characterized by comprising the following steps of: setting the equipment numbers of the equipment;
creating a first folder and a second folder with numbers, wherein the equipment numbers, the first folder numbers and the second folder numbers correspond to each other;
using equipment to test products, and immediately caching all generated test information into a corresponding first folder;
setting a hypertext, wherein the hypertext comprises basic information, environment information and interaction information;
processing all the test information in the first folder, extracting the test information belonging to the hypertext and sending the test information to a corresponding second folder, wherein the first folder and the second folder form a database;
setting at least one limiting condition, screening according to the limiting condition, inquiring test information conforming to the limiting condition in a database along with a numbering path, and displaying the inquired test information;
when the test information is sent to the second folder, a form is synchronously generated, and the content of the form cannot be deleted;
the interaction information is stored in the form in a shortcut mode, and actual content is stored in the first folder;
the step of inquiring the test information meeting the limiting condition in the database along with the numbering path comprises the following steps:
and quickly inquiring the corresponding first folder by limiting the test information in the second folder, thereby quickly acquiring all the test information.
2. The method of management according to claim 1, characterized in that the method of management further comprises the steps of: inputting basic information, and/or inputting environmental information, and selecting a logical relationship associated with the environmental information.
3. The method of claim 1, wherein the basic information includes at least one of a test place, a test time, a tester, and a device ID, the environmental information includes at least one of temperature, humidity, and brightness, and the interactive information includes at least one of a document, audio, a picture, and a video.
4. The method of management according to claim 2, characterized in that the method of management further comprises the steps of: when basic information is input, a drop-down frame associated with the character that has been input is acquired, and the basic information is selected from the drop-down frame.
5. The method of management according to claim 1, characterized in that the method of management further comprises the steps of: at least one test information is selected, and the test information is directly exported to form a data result, or a test report related to the test information is selected to be generated to form a report result.
6. The method of management according to claim 1, characterized in that the method of management further comprises the steps of: if the screened test information is wrong, displaying a first mark on the side of the wrong test information, and if the screened test information is wrong, displaying a second mark on the side of the wrong test information.
7. A large-scale data-based management system, characterized by: the management system is used for realizing the management method according to any one of claims 1 to 6, and comprises a storage module and a retrieval module, wherein the storage module comprises a first folder for storing all test information in real time and a second folder for storing screened test information, and the first folder and the second folder form a database; and the retrieval module sets at least one limiting condition and queries test information conforming to the limiting condition in a database.
8. A storage device storing a computer program executable to implement the steps of the management method according to any one of claims 1 to 6.
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| US10503692B2 (en) * | 2015-02-03 | 2019-12-10 | Quantum Corporation | Filter file system with inode number as primary database key |
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Address after: No.35 Cuijing Road, Pingshan District, Shenzhen City, Guangdong Province Applicant after: Ona Technology (Shenzhen) Group Co.,Ltd. Address before: No.35 Cuijing Road, Pingshan District, Shenzhen City, Guangdong Province Applicant before: O-NET COMMUNICATIONS (SHENZHEN) Ltd. |
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