CN115297174B - Method and device for sequentially storing out-of-order data source, electronic equipment and storage medium - Google Patents
Method and device for sequentially storing out-of-order data source, electronic equipment and storage medium Download PDFInfo
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Abstract
The invention relates to a method and a device for sequentially storing out-of-order data sources, electronic equipment and a storage medium. The method for orderly storing the out-of-order data source comprises the following steps: acquiring current data transmitted by data acquisition equipment; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token; judging whether a storage member corresponding to the current data exists in a storage member queue of a cache manager or not according to the attached token of the current data; wherein the storage member is set to store a specified amount of data accompanied by a specified token; and when the storage member corresponding to the current data exists in the cache manager, storing the current data into the corresponding storage member. The out-of-order data source sequential storage method stores the data arriving out of order in sequence, and avoids the development labor and time cost of repeated design and code maintenance of each application.
Description
Technical Field
The present invention relates to the field of data processing technologies, and in particular, to a method and an apparatus for sequentially storing out-of-order data sources, an electronic device, and a storage medium.
Background
The back-end manufacturing process of the lithium battery has strong non-standard characteristics, common main production equipment is built and put into production in many production systems, and then the product quality is found to be incapable of meeting the requirements.
One set of vision inspection system often needs a plurality of data acquisition equipment, gathers data such as the photo of the same product in different positions of production line different angles. Meanwhile, each data acquisition device needs to acquire data of a plurality of products. Therefore, the visual inspection system may receive information such as picture data of different products from different acquisition devices in a disorder manner, and the corresponding relationship between the disorder data and the products needs to be identified through software codes.
When a long distance exists between the main device and the vision system, more than 1 product can be accumulated on a production line when the main device reaches the detection device end, and the asynchronous problem of the product has a large challenge on the design of a software system.
For the problems, most detection project software is judged according to the device required to be collected by individual application in the software code, but the visual scheme of non-standard equipment is variable, the production beat must be matched with a main line, and under the condition that the main line beat is fast, more devices are probably used for ensuring that a visual detection system meets the beat; on the contrary, under the condition that the rhythm of the main line is slow, devices of the same type can be combined, so that fewer devices are used for repeatedly collecting different product positions in the rhythm time. If the information acquisition position of the main equipment is far away from the visual detection equipment or the main equipment is supported by more than one equipment, the information sequence is changed greatly, the error is easy to be generated, the logic error possibility is greatly improved, and the error removal time and the labor cost of both parties are high.
The above conventional method has the following disadvantages: firstly, software codes are designed for individual application, cannot be widely used, and are low in development efficiency and high in maintenance complexity; secondly, the code reliability is low, the more complex the application is, the more the number of lines of the new code is, the more the loopholes are, and the time spent by both sides and the main line is often to question the other side system; 3. it is difficult to convert project experience into tool products, so that personnel with application planning expertise but no code expertise can take over, and the human efficiency of application development is improved.
Disclosure of Invention
Based on this, the present invention provides a method, an apparatus, an electronic device and a storage medium for sequentially storing out-of-order data sources, which sequentially store out-of-order data and avoid the development labor and time cost of repeated design and code maintenance for each application.
In a first aspect, the present invention provides a method for sequentially storing out-of-order data sources, comprising the steps of:
acquiring current data transmitted by data acquisition equipment; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token;
judging whether a storage member corresponding to the current data exists in a storage member queue of a cache manager or not according to the attached token of the current data; wherein the storage members are sequentially generated by the cache manager, and the storage members are set to store a specified amount of data with specified tokens attached;
and when the storage member corresponding to the current data exists in the cache manager, storing the current data into the corresponding storage member.
Further, the method also comprises the following steps:
and when the storage member corresponding to the current data does not exist in the cache manager, generating a new storage member, and storing the current data into the new storage member.
Further, the method also comprises the following steps:
judging whether the data currently stored in each storage member reaches a set threshold value;
and when the data currently stored in the storage member reaches a set threshold value, removing the storage member from the cache manager.
Further, according to the attached token of the current data, determining whether a storage member corresponding to the current data exists in a storage member queue of a cache manager includes:
sequentially confirming the quantity of data corresponding to the current data attached tokens accumulated by each storage member in the cache management;
if the quantity of the data corresponding to the current data attached token accumulated by the current storage member reaches a set threshold value, continuously confirming the quantity of the data accumulated by the next storage member from the current data acquisition equipment;
and if the quantity of the data corresponding to the token attached to the current data accumulated by the current storage member does not reach a set threshold value, determining that the current storage member is the storage member corresponding to the current data.
Further, before acquiring the data transmitted by the data acquisition device, the method further includes:
acquiring an application configuration file, wherein the application configuration file is used for indicating a threshold value of the number of storage members generated in the cache manager and the storage members are used for storing a specified number of data attached with specified tokens;
and registering the data acquisition equipment and the storage members according to the application configuration file information, wherein each data acquisition equipment acquires a unique token during registration.
In a second aspect, the present invention further provides an apparatus for sequentially storing out-of-order data sources, comprising:
the data acquisition module is used for acquiring current data transmitted by the data acquisition equipment; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token;
the storage member matching module is used for judging whether a storage member corresponding to the current data exists in a storage member queue of the cache manager or not according to the attached token of the current data; wherein the storage members are sequentially generated by the cache manager, and the storage members are set to store a specified amount of data with specified tokens attached;
and the storage module is used for storing the current data into the corresponding storage member when the storage member corresponding to the current data exists in the cache manager.
In a third aspect, the present invention also provides an electronic device, including:
at least one memory and at least one processor;
the memory for storing one or more programs;
when executed by the at least one processor, cause the at least one processor to perform the steps of a method for out-of-order data source sequential storage according to any of the first aspects of the invention.
In a fourth aspect, the present invention also provides a computer-readable storage medium,
the computer readable storage medium stores a computer program which, when executed by a processor, implements the steps of a method of out-of-order data source sequential storage according to any of the first aspects of the invention.
The method, the device, the electronic equipment and the storage medium for sequentially storing the out-of-order data sources provided by the invention can be used for sequentially storing the out-of-order data, thereby avoiding the development labor and time cost of repeated design and code maintenance of each application. Due to universality, the reliability problem is solved, and after development is completed, codes are not required to be modified to adapt to another application configuration, so that new unstable codes cannot be generated. The code technology is converted into the method, only configuration needs to be modified, developers are not needed in a new project, only personnel familiar with project application need to be used, high-level development manpower is liberated, and manpower benefit is improved.
For a better understanding and practice, the invention is described in detail below with reference to the accompanying drawings.
Drawings
FIG. 1 is a schematic diagram illustrating steps of a method for sequentially storing out-of-order data sources according to the present invention;
FIG. 2 is a schematic diagram of the mechanism flow in a specific production mode of the present invention;
FIG. 3 is a flow chart illustrating the process of registering and obtaining tokens according to an application profile in one embodiment of the present invention;
FIG. 4 is a schematic structural diagram of an apparatus for sequentially storing out-of-order data sources according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.
It should be understood that the embodiments described are only some embodiments of the present application, and not all embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present application without any creative effort belong to the protection scope of the embodiments in the present application.
The terminology used in the embodiments of the present application is for the purpose of describing particular embodiments only and is not intended to be limiting of the embodiments of the present application. As used in the examples of this application and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items.
When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the application, as detailed in the appended claims. In the description of the present application, it is to be understood that the terms "first," "second," "third," and the like are used solely for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order, nor is it to be construed as indicating or implying relative importance. The specific meaning of the above terms in the present application can be understood by those of ordinary skill in the art as appropriate.
In addition, in the description of the present application, "a plurality" means two or more unless otherwise specified. "and/or" describes the association relationship of the associated objects, meaning that there may be three relationships, e.g., a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship.
To solve the problems in the background art, an embodiment of the present invention provides a method for sequentially storing out-of-order data sources, as shown in fig. 1, the method includes the following steps:
s01: acquiring current data transmitted by data acquisition equipment; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token.
In a specific embodiment, the data acquisition device includes a camera or the like for acquiring a lithium battery photo in a lithium battery production line.
S02: judging whether a storage member corresponding to the current data exists in a storage member queue of a cache manager or not according to the attached token of the current data; wherein the storage members are sequentially generated by the cache manager, and the storage members are set to store a specified amount of data with a specified token attached.
Preferably, the method comprises the following substeps:
s021: sequentially confirming the quantity of data corresponding to the current data attached tokens accumulated by each storage member in the cache management;
s022: if the quantity of the data corresponding to the current data attached token accumulated by the current storage member reaches a set threshold value, continuously confirming the quantity of the data corresponding to the current data attached token accumulated by the next storage member;
s023: and if the quantity of the data corresponding to the token attached to the current data accumulated by the current storage member does not reach a set threshold value, determining that the current storage member is the storage member corresponding to the current data.
In a preferred embodiment, as shown in fig. 2, the buffer manager designed by the method is a specially designed conditional queue, which is called a semi-finished queue, and when the buffer manager receives new data, it sequentially selects appropriate members (semi-finished) in the queue. While the buffer manager generates a blank member (semi-finished product), the blank member is immediately queued at the end of the queue, at which point the order is determined.
Specifically, the storage member, or semi-finished product, defines which devices must collect data for a complete product, and how many times each device needs to collect data, and is called a semi-finished product when a product fails to completely satisfy such conditions. And the semi-finished products are members of the queue, namely the queue manages 0 to n semi-finished products, and n can set an upper limit to meet the application situation.
Before data is injected into the semi-finished product, the data quantity in the semi-finished product is judged. If the number of data is already satisfied (how many times a certain device needs to be collected in the finished product is specified during registration), the next member is continuously judged until a member which does not satisfy the collection times is found, and new data is injected.
S03: and when the storage member corresponding to the current data exists in the cache manager, storing the current data into the corresponding storage member.
Preferably, the method further comprises the following steps:
s04: and when the storage member corresponding to the current data does not exist in the cache manager, generating a new storage member, and storing the current data into the new storage member.
If no matching member can be found, the queue is asked to provide a member without any data to inject data.
Preferably, the method further comprises the following steps:
s05: judging whether the currently stored data in each storage member reaches a set threshold value;
s06: and when the data currently stored in the storage member reaches a set threshold value, removing the storage member from the cache manager.
Specifically, steps S05 and S06 execute a queue member removal mechanism: and if all data accumulated by a member meet the requirement of the acquisition times of all devices, removing the member from the queue. The removed member will be managed by another independent and parallel work unit, with the work unit scheduling subsequent work, this work unit management not being described in the method.
In a preferred embodiment, as shown in fig. 3, before the method for sequentially storing out-of-order data sources provided by the present invention is executed, the method further includes the following steps:
s11: acquiring an application configuration file, wherein the application configuration file is used for indicating a threshold value of the number of storage members generated in the cache manager and the storage members are used for storing a specified number of data attached with specified tokens;
s12: and registering the data acquisition equipment and the storage members according to the application configuration file information, wherein each data acquisition equipment acquires a unique token during registration.
Specifically, in the application configuration registration part, the purpose is to configure unknown application schemes into structural descriptions, perform configuration document description by application project scheme personnel, register software according to the configuration, and then the cache manager can generate a blank member structure suitable for application as necessary and obtain a token after registration. The device referred to herein may be a hardware driver, an SDK, a communicator, or a pure software component.
When any device is registered, a token which is unique in device source is obtained from the queue, and when the token collects data of the device, the token is attached to data flow and can be communicated with the cache manager, so that the cache manager directly indicates the cache of a specific storage member of the member when receiving the data from any device, table lookup retrieval is not needed, time consumption for searching a cache area of the device is avoided, and the method is faster than the conventional technology of dictionary retrieval.
In a specific production scenario, for example, in a certain production line, product inspection and maintenance are required to be performed on a product, and a product two-dimensional code is bound, wherein 1 code reader and 2 groups of inspection and maintenance devices with different functions are adopted in a production scheme. Every product reads the sign indicating number 1 time, and the inspection and maintenance device A is responsible for the inspection and maintenance (2 times collection) of 2 positions, and inspection and maintenance device B is responsible for the inspection and maintenance (3 times collection) of 3 positions. Since the actual maintenance time of each of the devices a and B during production is related to the current product condition, the production cycle of each product cannot be accurately evaluated, it is not easy to evaluate which device finishes the work first, and how long it will be until all devices finish, and the cache capacity of the cache manager is set to 4 by empirical estimation, that is, the cache manager allows the maximum upper limit to be processed by 4 devices waiting for unfinished products.
The out-of-order data source sequential storage method provided by the invention can be used for sequentially storing out-of-order arriving data, thereby avoiding the development labor and time cost of each application repeated design and code maintenance. Due to universality, the reliability problem is solved, and after development is completed, codes are not required to be modified to adapt to another application configuration, so that new unstable codes cannot be generated. The code technology is converted into the method, only configuration needs to be modified, developers are not needed in a new project, only personnel familiar with project application need to be used, high-level development manpower is liberated, and manpower benefit is improved.
As shown in fig. 4, the apparatus 400 for sequentially storing out-of-order data sources includes:
a data obtaining module 401, configured to obtain current data transmitted by a data acquisition device; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token;
a storage member matching module 402, configured to determine, according to the attached token of the current data, whether a storage member corresponding to the current data exists in a storage member queue of the cache manager; wherein the storage members are sequentially generated by the cache manager, and the storage members are set to store a specified amount of data with specified tokens attached;
a storage module 403, configured to store the current data in a corresponding storage member when the storage member corresponding to the current data exists in the cache manager.
Preferably, the method further comprises the following steps:
and the storage member generation module is used for generating a new storage member when the storage member corresponding to the current data does not exist in the cache manager, and storing the current data into the new storage member.
Preferably, the method further comprises the following steps:
the storage member data judgment module is used for judging whether the currently stored data in each storage member reaches a set threshold value;
and the storage member removing module is used for removing the storage member from the cache manager when the data currently stored in the storage member reaches a set threshold value.
Preferably, the storage member matching module includes:
a first quantity confirming unit, configured to sequentially confirm the quantity of data corresponding to the token attached to the current data accumulated by each storage member in the cache management;
a second quantity confirming unit, configured to continue to confirm the quantity of data corresponding to the current data-attached token accumulated by the next storage member if the quantity of data corresponding to the current data-attached token accumulated by the current storage member reaches a set threshold;
and the storage member confirming unit is used for judging that the current storage member is the storage member corresponding to the current data if the quantity of the data corresponding to the current data attached token accumulated by the current storage member does not reach a set threshold value.
Preferably, the method further comprises the following steps:
an application configuration file acquisition module, configured to acquire an application configuration file, where the application configuration file is used to indicate that a threshold of the number of storage members is generated in the cache manager and the storage members are used to store a specified number of data with specified tokens attached thereto;
and the registration module is used for registering the data acquisition equipment and the storage members according to the application configuration file information, and each data acquisition equipment acquires a unique token during registration.
For the device embodiment, since it basically corresponds to the method embodiment, reference may be made to the partial description of the method embodiment for relevant points. The above-described embodiments of the apparatus are merely illustrative, wherein the units described as separate parts may or may not be physically separate, and the parts shown as units may or may not be physical units. It can be clearly understood by those skilled in the art that, for convenience and simplicity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
An embodiment of the present application further provides an electronic device, including:
at least one memory and at least one processor;
the memory to store one or more programs;
when executed by the at least one processor, cause the at least one processor to perform the steps of a method for out-of-order data source sequential storage as described above.
For the apparatus embodiment, since it basically corresponds to the method embodiment, reference may be made to the partial description of the method embodiment for relevant points. The above-described device embodiments are merely illustrative, wherein the components described as separate parts may or may not be physically separate, and the parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules can be selected according to actual needs to achieve the purpose of the disclosed solution. One of ordinary skill in the art can understand and implement it without inventive effort.
Embodiments of the present application also provide a computer-readable storage medium,
the computer readable storage medium stores a computer program which, when executed by a processor, implements the steps of a method of out-of-order data source sequential storage as previously described.
Computer-usable storage media include permanent and non-permanent, removable and non-removable media, and information storage may be implemented by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of the storage medium of the computer include, but are not limited to: phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of random access memory (rmam), read only memory (ro M), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technologies, compact disc read only memory (CD-ROM), digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium, which may be used to store information that may be accessed by a computing device.
The above-mentioned embodiments only express several embodiments of the present invention, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that various changes and modifications can be made by those skilled in the art without departing from the spirit of the invention, and these changes and modifications are all within the scope of the invention.
Claims (6)
1. A method for sequentially storing out-of-order data sources is characterized by comprising the following steps:
acquiring current data transmitted by data acquisition equipment; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token;
judging whether a storage member corresponding to the current data exists in a storage member queue of a cache manager or not according to the attached token of the current data; wherein the storage members are sequentially generated by the cache manager, the storage members being configured to store a specified number of data with specified tokens attached;
when the storage member corresponding to the current data exists in the cache manager, storing the current data into the corresponding storage member;
when the storage member corresponding to the current data does not exist in the cache manager, generating a new storage member, and storing the current data into the new storage member;
judging whether the currently stored data in each storage member reaches a set threshold value;
and when the data currently stored in the storage member reaches a set threshold value, removing the storage member from the cache manager.
2. The method of claim 1, wherein determining whether a storage member corresponding to the current data exists in a storage member queue of a cache manager according to the token attached to the current data comprises:
sequentially confirming the quantity of data corresponding to the current data attached tokens accumulated by each storage member in the cache management;
if the quantity of the data corresponding to the current data attached token accumulated by the current storage member reaches a set threshold value, continuously confirming the quantity of the data corresponding to the current data attached token accumulated by the next storage member;
and if the quantity of the data corresponding to the current data attached token accumulated by the current storage member does not reach a set threshold value, determining that the current storage member is the storage member corresponding to the current data.
3. The method of claim 1, wherein prior to obtaining the data transmitted by the data acquisition device, further comprising:
acquiring an application configuration file, wherein the application configuration file is used for indicating a threshold value of the number of storage members generated in the cache manager and the storage members are used for storing a specified number of data attached with specified tokens;
and registering the data acquisition equipment and the storage members according to the application configuration file information, wherein each data acquisition equipment acquires a unique token during registration.
4. An apparatus for out-of-order data source in sequential storage, comprising:
the data acquisition module is used for acquiring current data transmitted by the data acquisition equipment; each data acquisition device corresponds to a unique token, and all data acquired by each data acquisition device is attached with the same token;
the storage member matching module is used for judging whether a storage member corresponding to the current data exists in a storage member queue of the cache manager or not according to the attached token of the current data; wherein the storage members are sequentially generated by the cache manager, and the storage members are set to store a specified amount of data with specified tokens attached;
the storage module is used for storing the current data into the corresponding storage member when the storage member corresponding to the current data exists in the cache manager;
a storage member generation module, configured to generate a new storage member when a storage member corresponding to the current data does not exist in the cache manager, and store the current data in the new storage member;
the storage member data judgment module is used for judging whether the currently stored data in each storage member reaches a set threshold value;
and the storage member removing module is used for removing the storage member from the cache manager when the data currently stored in the storage member reaches a set threshold value.
5. An electronic device, comprising:
at least one memory and at least one processor;
the memory to store one or more programs;
when executed by the at least one processor, cause the at least one processor to perform the steps of a method of out-of-order data source sequential storage according to any of claims 1 to 3.
6. A computer-readable storage medium characterized by:
the computer readable storage medium stores a computer program which when executed by a processor implements the steps of a method of out-of-order data source sequential storage according to any of claims 1 to 3.
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| CN107104992B (en) * | 2016-02-19 | 2019-11-22 | 杭州海康威视数字技术股份有限公司 | A kind of the storage resource distribution method and device of video cloud storage |
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